Publikationen

Filter

F. Sobieczky, M. Shahriari Shourabi, B. Freudenthaler. A data transformation for the estimation of decay types of multivariate distributions. Procedia Manufacturing, volume 42, pages 524-527, DOI: 10.1016/j.promfg.2020.02.038, March, 2020.

S. Luftensteiner, M. Zwick. A framework for factory-frained virtual sensor models based on censored production data. In S. Hartmann, J. Küng, G. Kotsis, A. Tjoa, I. Khalil (editors), DEXA 2020: Database and Expert Systems Applications, Part II, Lecture Notes in Computer Science, volume 12392, pages 3-16, DOI 10.1007/978-3-030-59051-2_1, Springer, September, 2020.

J. Martínez Gil, J. Chaves-Gonzalez. A novel method based on symbolic regression for interpretable semantic similarity measurement. Expert Systems with Applications, volume 160, DOI: 10.1016/j.eswa.2020.113663, December, 2020.

R. Švihrová, C. Lettner. A semi-supervised approach for network intrusion detection. ARES'20: Proccedings of the 15th International Conference on Availability, Reliability and Security, pages article 93, 1-6, DOI 10.1145/3407023.3407073, ACM, August, 2020.

H. Eghbal-zadeh, K. Koutini, V. Haunschmid, P. Primus, M. Lewandowski, W. Zellinger, G. Widmer. Adversarial robustness in data augmentation. Published as a workshop presenation at ICLR 2020 Workshop Towards Trustworthy ML: Rethinking Security and Privacy for ML, Addis Ababa, Ethiopia, April, 2020.

F. Kromp, E. Bozsaky, F. Rifatbegovic, L. Fischer, M. Ambros, M. Berneder, T. Weiss, D. Lazic, W. Dörr, A. Hanbury, K. Beiske, P. Ambros, I. Ambros, S. Taschner-Mandl. An annotated fluorescence image dataset for training nuclear segmentation methods. Scientific Data, volume 7, number 262, DOI: /10.1038/s41597-020-00608-w, August, 2020.

M. Kumar, M. Roßbory, B. Moser, B. Freudenthaler. An optimal (∊,δ)-differentially private learning of distributed deep fuzzy model. Information Services, volume online first, DOI: 10.1016/j.ins.2020.07.044, August, 2020.

L. Fischer, L. Ehrlinger, V. Geist, R. Ramler, F. Sobieczky, W. Zellinger, B. Moser. Applying AI in practice: Key challenges and lessons learned. Machine Learning and Knowledge Extraction. CD-MAKE 2020, volume 12279, pages 451-471, DOI 10.1007/978-3-030-57321-8_25, Springer, August, 2020.

M. Bechný. Biclustering for detction of industrial specific missing data patterns. Master thesis, Johannes Kepler University Linz, March, 2020.

M. Bechný. Clustering: Mvtrans. Technical Report, number SCCH-TR-20029, April, 2020.

Database and Expert Systems Applications. DEXA 2020 International Workshops BIOKDD, IWCFS and MLKgraphs, Bratislava, Slovakia, September 14–17, 2020, Proceedings. In G. Kotsis, A. Tjoa, I. Khalil, L. Fischer, B. Moser, A. Mashkoor, J. Sametinger, A. Fensel, J. Martínez Gil (editors), Communications in Computer and Information Science, volume 1285, DOI 10.1007/978-3-030-59028-4, Springer, September, 2020.

M. Mayr, J. Himmelbauer. Detecting anomalies in production quality data using a method based on The Chi-Square Test Statistic. In M. Song, I. Song, G. Kotsis, A. Tjoa, I. Khalil (editors), DaWaK 2020: Big Data Analytics and Knowledge Discovery, Lecture Notes in Computer Science, volume 12393, pages 348-363, DOI 10.1007/978-3-030-59065-9_27, Springer, September, 2020.

A. Glock. Detection in changes in wear-behaviour in data from continuous wear analysis. Master thesis, FH OÖ, June, 2020.

M. Kumar, M. Roßbory, B. Moser, B. Freudenthaler. Differentially private learning of distributed deep models. MAP '20 Adjunct: Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation and Personalization, pages 193-200, DOI 10.1145/3386392.3399562, ACM, July, 2020.

R. Nikzad-Langerodi, B. Moser, W. Zellinger, S. Saminger-Platz. Domain-invariant regression under Beer-Lambert’s Law. In M. Wani, T. Khoshgoftaar, D. Wang, H. Wang, N. Seliya (editors), Proceedings of the 18th IEEE International Conference of Machine Learning and Applications (ICMLA 2019), pages 581-856, DOI 10.1109/ICMLA.2019.00108,, IEEE, February, 2020.

P. Praher, B. Freudenthaler, W. Schröder, F. Sobieczky. Enhancing industrial maintenance through intelligent data analysis. In R. Moreno-Díaz, F. Pichler, A. Quesada-Arencibia (editors), Computer Aided Systems Theory – Proc. EUROCAST 2019, Part II, Lecture Notes in Computer Science, volume 12014, pages 469-476, DOI 10.1007/978-3-030-45096-0_57, Springer, April, 2020.

J. Martinez-Gil, M. Pichler, M. Turkanović, T. Beranič, M. Gradišnik, G. Lentini, A. Lué, A. Colorni Vitale, G. Doukhan, C. Belet. Framework for data analysis in the context of the smart villages. In A. Kő, E. Francesconi, G. Kotsis, A. Tjoa, I. Khalil (editors), EGOVIS 2020: Electronic Government and the Information Systems Perspective, Lecture Notes in Computer Science, volume 12394, pages 31-45, DOI 10.1007/978-3-030-58957-8_3, Springer, September, 2020.

P. Stadler, M. Geiß, D. Schaller, A. López Sánchez, M. González Laffitte, D. Valdivia, M. Hellmuth, M. Hernández Rosales. From pairs of most similar sequences to phylogenetic best matches. Algorithms for Molecular Biology, volume 15, DOI: 10.1186/s13015-020-00165-2, April, 2020.

J. Martßinez Gil, R. Stumptner, C. Lettner, M. Pichler, S. Mahmoud, P. Praher. General model for tracking manufacturing products using graph databases. Data-Driven Process Discovery and Analysis - Proc. SIMPDA 2018, SIMPDA 2019, Lecture Notes in Business Information Processing, volume 379, pages 86-100, DOI 10.1007/978-3-030-46633-6_5, April, 2020.

R. Svihrova. Machine learning techniques for intrusion detection in network security. Master thesis, Johannes Kepler University Linz, April, 2020.

W. Zellinger, T. Grubinger, M. Zwick, E. Lughofer, H. Schöner, T. Natschläger, S. Saminger-Platz. Multi-source transfer learning of time series in cyclical manufacturing. Journal of Intelligent Manufacturing, volume 31, pages 777-787, DOI: 10.1007/s10845-019-01499-4, March, 2020.

N. Antonakakis, J. Cunado, G. Filis, D. Gabauer, F. Perez de Gracia. Oil and asset classes implied volatilities: Investment strategies and hedging effectiveness. Energy Economics, volume online first, DOI: 10.1016/j.eneco.2020.104762, July, 2020.

J. Martinez Gil, B. Freudenthaler. Optimal selection of training courses for unemployed people based on stable marriage model . In M. Indrawan-Santiago, E. Pardede, I. Salvadori (editors), Proceedings of the 21st International Conference on Information Integration and Web-based Applications & Services (iiWAS 2019), pages 260-266, DOI 10.1145/3366030.3366063, ACM, February, 2020.

B. Freudenthaler. Predictive Maintenance - Grundvoraussetzungen, Schritte und Möglichkeiten aus Data Analytics Sicht. Jahrbuch Instandhaltungstage 2020, pages 131-134, April, 2020.

L. Hofmann-Wellenhof. Software design patterns for machine learning workflows. Diploma Thesis, Universität Passau, Chair of Data Science, January, 2020.

V. Janjic, J. Bowles, A. Vermeulen, A. Silvina, M. Belk, C. Fidas, A. Pitsillides, M. Kumar, M. Rossbory, M. Vinov, T. Given-Wilson, A. Legay, E. Blackledge, R. Arredouani, G. Stylianou, W. Huang. The SERUMS tool-chain: Ensuring security and privacy of medical data in smart patient-centric healthcare systems. Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData 2019), pages 2726-2735, DOI 10.1109/BigData47090.2019.9005600, IEEE, February, 2020.

F. Sobieczky. Unimodularity of network representations of time-series for unbiased parameter estimation. In R. Moreno-Díaz, F. Pichler, A. Quesada-Arencibia (editors), Computer Aided Systems Theory – Proc. EUROCAST 2019, Part I, Lecture Notes in Computer Science, volume 12013, pages 167-175, DOI 10.1007/978-3-030-45093-9_21, Springer, April, 2020.

M. Kumar, D. Brunner, B. Moser, B. Freudenthaler. Variational optimization of informational privacy. In G. Kotsis, A. Tjoa, I. Khali, L. Fischer, B. Moser, A. Mashkoor, J. Sametinger, A. Fensel, J. Martínez Gil (editors), DEXA 2020: Database and Expert Systems Applications, Communications in Computer and Information Science, volume 1285, pages 32-47, DOI 10.1007/978-3-030-59028-4_4, Springer, September, 2020.

L. Ehrlinger, V. Haunschmid, D. Palazzini, C. Lettner. A DaQL to monitor data quality in machine learning applications. In S. Hartmann, J. Küng, S. Chakravarthy, G. Anderst-Kotsis, A. Tjoa, I. Khalil (editors), Database and Expert Systems Applications - Proc. DEXA 2019, Part II, Lecture Notes of Computer Science, volume 11709, pages 227-237, DOI 10.1007/978-3-030-27615-7_17, Springer, August, 2019.

N. Schwarz. A deep learning model for detecting sarcasm in written product reviews. Master thesis, FH OÖ/Fachhochschul-Masterstudiengang Data Science and Engineering, September, 2019.

G. Chasparis, M. Pichler, T. Natschläger. A demand-response framework in balance groups through direct battery-storage control. Proceedings of the 20th European Control Conference (ECC 2019), pages 1392-1397, IEEE, June, 2019.

S. Luftensteiner, M. Zwick, G. Chasparis, S. Brayer, T. Grubinger. A framework for improving offline learning models with online data. Technical Report, number SCCH-TR-19021, September, 2019.

M. Mayr. A framework for unsupervised anomaly detection in production quality data. Master thesis, FH OÖ, Fachhochschul-Masterstudiengang Data Science and Engineering, September, 2019.

J. Martínez Gil, L. Paoletti, M. Pichler. A novel approach for learning how to automatically match job offers and candidate profiles. Information Systems Frontiers, pages online first, DOI: 10.1007/s10796-019-09929-7, June, 2019.

L. Ehrlinger, W. Wöß. A novel data quality metric for minimality. In H. Hacid, Q. Sheng, T. Yoshida, A. Sarkheyli, R. Zhou (editors), Data Quality and Trust in Big Data – QUAT 2018 in conjunction with WISE 2018, Revised Selected Papers, Lecture Notes of Computer Science, volume 11235, pages 1-15, DOI 10.1007/978-3-030-19143-6_1, Springer, April, 2019.

L. Ehrlinger, G. Huszar, W. Wöß. A schema readability metric for automated data quality measurement. In F. Laux, L. Ehrlinger (editors), Proceedings of the 11th International Conference on Advances in Databases, Knowledge, and Data Applications (DBKDA 2019), pages 4-10, IARIA, June, 2019.

W. Zhang, M. Kumar, J. Yang, Y. Zhou, Y. Mao. An adaptive fuzzy filter for image denoising. Cluster Computing, volume 22, pages 14107-14124, DOI: 10.1007/s10586-018-2253-5, November, 2019.

J. Chaves-González, J. Martínez-Gil. An efficient design for a multi-objective evolutionary algorithm to generate DNA libraries suitable for computation. Interdisciplinary Sciences: Computational Life Science, pages online first, DOI: 10.1007/s12539-018-0303-6, August, 2019.

L. Gruber. Analysis of integral probability metrics for generative adversarial networks. Diploma Thesis, Johannes Kepler Universität Linz/Master's Program Computermathematik, November, 2019.

L. Ehrlinger, W. Wöß. Automated schema quality measurement in large-scale information systems. In H. Hacid, Q. Sheng, T. Yoshida, A. Sarkheyli, R. Zhou (editors), Data Quality and Trust in Big Data – QUAT 2018 in conjunction with WISE 2018, Revised Selected Papers, Lecture Notes of Computer Science, volume 11235, pages 16-31, DOI 10.1007/978-3-030-19143-6_2, Springer, April, 2019.

J. Martínez Gil, J. Chaves-Gonzalez. Automatic design of semantic similarity controllers based on fuzzy logics. Expert Systems with Applications, volume 131, pages 45-59, DOI: 10.1016/j.eswa.2019.04.046, October, 2019.

M. Pichler, M. Meisel, A. Goranovic, K. Leonhartsberger, G. Lettner, G. Chasparis, H. Vallant, S. Marksteiner, H. Bieser. Decentralized energy networks based on blockchain: Background, overview and concept discussion. In W. Abramowicz, A. Paschke (editors), Business Information Systems Workshops (BIS 2018), Revised Papers, Lecture Notes in Business Information Processing, volume 339, pages 244-257, DOI 10.1007/978-3-030-04849-5_22, Springer, January, 2019.

M. Kumar, M. Roßbory, B. Moser, B. Freudenthaler. Deriving an optimal noise adding mechanism for privacy-preserving machine learning. In G. Anderst-Kotsis, A. Tjoa, I. Khalil, E. al. (editors), Database and Expert Systems Applications - Proc DEXA 209 International Workshops, Communications in Computer and Information Science, volume 1062, pages 108-118, DOI 10.1007/978-3-030-27684-3_15, Springer, August, 2019.

J. Martínez Gil, R. Stumptner, C. Lettner, M. Pichler, W. Fragner. Design and implementation of a graph-based solution for tracking manufacturing products. In T. Welzer, E. al. (editors), New Trends in Databases and Information Systems - Proc. ADBIS 2019, Communications in Computer and Information Science, volume 1064, pages 417-423, DOI 10.1007/978-3-030-30278-8_41, Springer, September, 2019.

A. Glock, F. Sobieczky, M. Jech. Detection of anomalous events in the wear-behaviour of continuously recorded sliding friction pairs. Symposium 2019 Tribologie in Industrie und Forschung, pages 30-40, ÖTG, November, 2019.

P. Praher, B. Freudenthaler, W. Schröder, F. Sobieczky. Enhancing industrial maintenance through intelligent data analysis. Extended Abstracts of the 17th International Conference on Computer Aided Systems Theory (EUROCAST 2019), pages 246-247, February, 2019.

T. Beranič, A. Zamuda, L. Brezočnik, M. Turkanovic, G. Lentini, F. Polettini, A. Lue, A. Colorni Vitale, J. Martínez Gil, M. Pichler. Facilitating the digital transformation of villages. Proceedings of the Central European Conference on Information and Intelligent Systems (CECIIS 2019), pages 281-288, October, 2019.

J. Martínez Gil, M. Pichler, T. Beranič, L. Brezočnik, M. Turkanović, G. Lentini, F. Polettini, A. Lué, A. Colorni Vitale, G. Doukhan, C. Belet. Framework for assessing the smartness maturity level of villages. In T. Welzer, E. al. (editors), New Trends in Databases and Information Systems - Proc. ADBIS 2019, Communications in Computer and Information Science, volume 1064, pages 501-512, DOI 10.1007/978-3-030-30278-8_48, Springer, September, 2019.

M. Kumar, B. Freudenthaler. Fuzzy membership functional analysis for nonparametric deep models of image features. IEEE Transactions on Fuzzy Systems, DOI: 10.1109/TFUZZ.2019.2950636, October, 2019.

M. Kumar, S. Chatterjee, W. Zhang, J. Yang, L. Kolbe. Fuzzy theoretic model based analysis of image features. Information Sciences, volume 480, number 4, pages 34-54, April, 2019.

S. Luftensteiner. Improving offline deep learning models by censored online data and quadratic programming. Master thesis, FH OÖ, Fachhochschul-Masterstudiengang Software Engineering, July, 2019.

G. Chasparis, M. Roßbory, V. Janjic, K. Hammond. Learning-based dynamic pinning of parallelized applications in many-core systems. Proceedings of the 27th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP 2019), pages 1-8, DOI 10.1109/EMPDP.2019.8671569, IEEE, February, 2019.

G. Chasparis. Measurement-based efficient resource allocation with demand-side adjustments. Automatica, volume 105, pages 274-283, DOI: 10.1016/j.automatica.2019.05.003, August, 2019.

F. Kossak, M. Zwick. ML-PipeDebugger: A debugging tool for data processing pipelines?. In S. Hartmann, J. Küng, S. Chakravarthy, G. Anderst-Kotsis, A. Tjoa, I. Khalil Ibrahim (editors), Database and Expert Systems Applications - Proc. DEXA 2019, Part II, Lecture Notes of Computer Science, volume 11707, pages 263-272, DOI 10.1007/978-3-030-27618-8_20, Springer, August, 2019.

W. Zhang, M. Kumar, J. Liu. Multi-parameter online measurement IoT system based on BP neural network algorithm. Neural Comput & Applic, volume 31, pages 8147-8155, DOI: 10.1007/s00521-018-3856-8, November, 2019.

J. Martínez Gil, B. Freudenthaler, A. Tjoa. Multiple choice question answering in the legal domain using reinforced co-occurrence. In S. Hartmann, J. Küng, S. Chakravarthy, G. Anderst-Kotsis, A. Tjoa, I. Khalil (editors), Database and Expert Systems Applications - Proc. DEXA 2019, Part I, Lecture Notes of Computer Science, volume 11706, pages 138-148, DOI 10.1007/978-3-030-27615-7_10, Springer, August, 2019.

B. Freudenthaler. Predictive Maintenance - Projektbeispiele aus der anwendungsorientierten Forschung. Symposium 2019 Tribologie in Industrie und Forschung, pages 5-10, ÖTG, November, 2019.

Proceedings of the 11th International Conference on Advances in Databases, Knowledge, and Data Applications (DBKDA 2019), Athens, Greece, June 2-6, 2019.. In F. Laux, L. Ehrlinger (editors), June, 2019.

E. Lughofer, R. Nikzad-Langerodi. Robust generalized fuzzy systems training from high-dimensional time-series data using local structure preserving PLS. IEEE Transactions on Fuzzy Systems, DOI: 10.1109/TFUZZ.2019.2945535, October, 2019.

W. Zellinger, B. Moser, T. Grubinger, E. Lughofer, T. Natschläger, S. Saminger-Platz. Robust unsupervised domain adaptation for neural networks via moment alignment. Information Sciences, volume 483, number 5, pages 174-191, DOI: 10.1016/j.ins.2019.01.025, May, 2019.

J. Martínez Gil. Semantic similarity aggregators for very short textual expressions: A case study on landmarks and points of interest. Journal of Intelligent Information Systems, pages online fist, May, 2019.

G. Chasparis. Stochastic stability of perturbed Learning automata in positive-utility games. June, 2019.

G. Chasparis. Stochastic stability of reinforcement learning in positive-utility games. IEEE Transactions on Automatic Control, volume early access, DOI: 10.1109/TAC.2019.2895300, January, 2019.

A. Egermeier. Systematische Analyse innovativer Geschäftsmodelle für den Einsatz künstlicher Intelligenz in österreichischen Energiesystemen und -märkten – auf Basis einer Gegenüberstellung von möglichen Anwendungskonzepten. Master thesis, FH Technikum Wien/Studiengang Erneuerbare Urbane Energiesysteme, August, 2019.

J. Himmelbauer, J. Martínez Gil, M. Ksen, K. Linner, S. Plakolm. Towards a data-driven approach for fraud detection in the social insurance field: A case study in Upper Austria. In A. Kö, E. Francesconi, G. Anderst-Kotsis, A. Tjoa, I. Khalil (editors), Electronic Government and the Information Systems Perspective - Proc. EGOVIS 2019, Lecture Notes in Computer Science, volume 11709, pages 70-84, DOI 10.1007/978-3-030-27523-5_6,, Springer, August, 2019.

J. Borovina Josko, L. Ehrlinger, W. Wöß. Towards a knowledge graph to describe and process data defects. In F. Laux, L. Ehrlinger (editors), Proceedings of the 11th International Conference on Advances in Databases, Knowledge, and Data Applications (DBKDA 2019), pages 57-60, IARIA, June, 2019.

F. Sobieczky. Unimodularity of network representations of time-series for unbiased parameter estimation. Extended Abstracts of the 17th International Conference on Computer Aided Systems Theory (EUROCAST 2019), pages 50-51, February, 2019.

J. Martinez Gil, A. Paoletti, G. Rácz, A. Sali, K. Schewe. Accurate and efficient profile matching in knowledge base. Data and Knowledge Engineering, volume 117, pages 195-215, DOI: 10.1016/j.datak.2018.07.010, September, 2018.

P. Luoma, T. Natschläger, B. Malli, M. Pawliczek, M. Brandstetter. Additive partial least squares for efficient modelling of independent variance sources demonstrated on practical case studies. Analytica Chimica Acta, volume 1077, number 5, pages 10-15, DOI: 10.1016/j.aca.2017.12.027, January, 2018.

G. Racz. Applications of data graphs. PhD thesis, Eötvös Loránd University/Faculty of Informatics, April, 2018.

G. Chasparis. Aspiration-based perturbed learning automata. Proceedings of the 17th annual European Control Conference (ECC'18), pages 20-25, EUCA, June, 2018.

L. Ehrlinger, B. Werth, W. Wöß. Automated continuous data quality measurement with QuaIIe. International Journal on Advances in Software, volume 11, number 3&4, pages 400-417, December, 2018.

J. Martinez Gil, B. Freudenthaler, T. Natschläger. Automatic recommendation of prognosis measures for mechanical components based on massive text mining (extended version). International Journal of Web Information Systems, volume 14, number 4, pages 480-494, DOI: 10.1108/IJWIS-04-2018-0029, December, 2018.

S. Sigurjonsson. Blockchain use for data provenance in scientific workflow. Diploma Thesis, KTH Royal Institute of Technology, July, 2018.

J. Hilber. Data quality measurement in wide-column stores. Master thesis, Johannes Kepler University Linz, Computer Science, June, 2018.

R. Nikzad-Langerodi, W. Zellinger, E. Lughofer, S. Saminger-Platz. Domain-invariant partial-least-squares regression. Analytical Chemistry, volume 90, number 11, pages 6693-6701, DOI: doi:10.1021/acs.analchem.8b00498, May, 2018.

V. Haunschmid, T. Natschläger. Enabling automated model maintenance by application-oriented model diagnostic measures. April, 2018.

S. Brayer. Improvement of existing offline models using (censored) online data. Bachelor Thesis, Fachhochschul-Bachelorstudiengang Medizin- und Bioinformatik, September, 2018.

G. Chasparis, V. Janjic, M. Roßbory, K. Hammond. Learning-based dynamic pinning of parallelized applications in many-core systems. January, 2018.

W. Zellinger, H. Eghbal-zadeh, B. Moser, M. Zwick, E. Lughofer, T. Natschläger, S. Saminger-Platz. Moment distances for comparing high-entropy. BoA of the International Conference on Computational Statistics (COMPSTAT 2018), August, 2018.

L. Ehrlinger, B. Werth, W. Wöß. QuaIIe: A data quality assessment tool for integrated information systems. Proceedings of the 10th International Conference on Advances in Databases, Knowledge, and Data Applications (DBKDA 2018), pages 21-31, May, 2018.

J. Martínez Gil, B. Freudenthaler, T. Natschläger. Recommendation of job offers using random forests and support vector machines. Proceedings of the Workshops of the EDBT/ICDT 2018 Joint Conference (EDBT/ICDT 2018), CEUR Workshop Proceedings, volume 2083, pages 22-27, EUR-WS.org, March, 2018.

P. Praher, B. Freudenthaler, W. Schröder. Smart Maintenance - Unterstützung und Weiterentwicklung der Instandhaltung durch intelligente Datananalysen. Jahrbuch Instandhaltungstage 2018, pages 96-99, Leykam Buchverlag, April, 2018.

L. Ehrlinger, T. Grubinger, B. Varga, M. Pichler, T. Natschläger, J. Zeindl. Treating missing data in Industrial Data Analytics. In P. Pichappan, A. Florea, M. Naeem (editors), Proceedings of the 13th International Conference on Digital Information Management (ICDIM 2018), pages 148-155, IEEE, September, 2018.

F. Sobieczky. Unimodularity in randomly generated graphs. Unimodularity in Randomly Generated Graphs (Unimodularity in Randomly Generated Graphs, October 8-9, 2016, Denver Colorado), Contemporary Mathematics, volume 719, DOI 10.1090/conm/719, AMS (American Mathematical Society), December, 2018.

T. Fernando, N. Gureev, M. Zwick, T. Natschläger, M. Matskin. WorkflowDSL: Scalable workflow execution with provenance for data analysis applictions. Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference (COMPSAC 2018), pages 774-779, DOI 10.1109/COMPSAC.2018.00115, IEEE, July, 2018.

F. Sobieczky, B. Sponer. A monotonicity preserving transformation for confidence regions of unsymmetric multivariate data. May, 2017.

F. Sobieczky, C. Lettner, T. Natschläger, P. Traxler. Adaptive heat pump and battery storage demand side energy management. E3S Web of Conferences, volume volume 22 (ASEE17), pages article number 00162, DOI 10.1051/e3sconf/20172200162, November, 2017.

H. Egermeier, T. Natschläger, M. Riedenbauer. Analytics in der Digitalen Transformation - Richtig eingeführt und umgesetzt. volume 2017, March, 2017.

L. Ehrlinger, W. Wöß. Automated data quality monitoring. Proceedings of the 22nd Annual MIT International Conference on Information Quality (ICIQ 2017), pages 15-1 to 15-9, December, 2017.

V. Haunschmid, R. Nikzad-Langerodi, E. Lughofer, T. Natschläger. Automated model maintenance enabled by unsupervised model diagnostic measures. November, 2017.

J. Martinez-Gil, B. Freudenthaler, T. Natschläger. Automatic recommendation of prognosis measures for mechanical components based on massive text mining. In M. Indrawan-Santiago, I. Salvadori, M. Steinbauer, I. Khalil, G. Anderst-Kotsis (editors), Proceedings of the 19th International Conference on Information Integration and Web-based Applications & Services (iiWAS 2017), pages 32-39, DOI 10.1145/3151759.3151774, ACM, December, 2017.

W. Zellinger, T. Grubinger, E. Lughofer, T. Natschläger, S. Saminger-Platz. Central Moment Discrepancy (CMD) for domain-invariant representation learning. Learning (cs.LG), Published as a conference paper at ICLR 2017 - International Conference on Learning Representations, pages https://arxiv.org/abs/1702.08811, February, 2017.

S. Luftensteiner. Design and implementation of a domain specific language for data preprocessing pipelines. Bachelor Thesis, FH OÖ, Fachhochschul-Bachelorstudiengang Medizin- und Bioinformatik, June, 2017.

F. Moisl, M. Pichler, G. Chasparis, K. Leonhartsberger, G. Lettner. Development of a decentralized small battery energy storage network to compensate for schedule deviations. In D. Schulze (editor), NEIS 2017: Conference on Sustainable Energy Supply and Energy Storage Systems, pages 169-174, VDE Verlag, September, 2017.

W. Zellinger, M. Zwick, T. Grubinger. Domain-invariant feature learning with recurrent autoencoders for time series prediction. Technical Report, number SCCH-TR-17050, August, 2017.

W. Zellinger, M. Zwick, T. Grubinger. Domain-invariant representation learning for metal sheet bending. Technical Report, number SCCH-TR-17051, August, 2017.

A. Kinz, W. Schröder, P. Praher, B. Freudenthaler, T. Passath. Dynamisierung und wertschöpfungsorientierte Optimierung der Instandhaltungsstrategie - Smart Maintenance in einem komplexen Fertigungssystem. In G. Horn (editor), Der Instandhaltungs-Berater, volume 74. Ergänzung/Aktualisierung, December, 2017.

A. Kogler, P. Traxler. Efficient and robust median-of-means algorithms for location and regression. Proceedings of the 18th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2016), pages online, DOI 10.1109/SYNASC.2016.041, January, 2017.

G. Chasparis, M. Rossbory. Efficient dynamic pinning of parallelized applications by distributed reinforcement learning. International Journal of Parallel Programming, Special Issue on High-Level Programming for Heterogeneous Parallel Systems, volume 47, number 1, pages 24-38, DOI: 10.1007/s10766-017-0541-y, November, 2017.

G. Chasparis, M. Rossbory. Efficient dynamic pinning of parallelized applications by distributed reinforcement learning. January, 2017.

G. Chasparis, M. Roßbory, V. Janjic. Efficient dynamic pinning of parallelized applications by reinforcement learning with applications. In F. Rivera, T. Pena, J. Cabaleiro (editors), uro-Par 2017: Parallel Processing - Proc. Euro-Par 2017, Lecture Notes in Computer Science, volume 10417, pages 164-176, Springer, August, 2017.

P. Traxler, A. Kogler. From fault detection to alarm lists - The photovoltaics use case. Poster at DX'17 - 28th International Workshop on Principles of Diagnosis, Brescia, Italy, September 26-29, 2017, September, 2017.

T. Grubinger, G. Chasparis, T. Natschläger. Generalized online transfer learning for climate control in residential buildings. Energy and Buildings, volume 139, pages 63-71, DOI: 10.1016/j.enbuild.2016.12.074, March, 2017.

A. Kogler, P. Traxler. Health monitoring of large amounts of photovoltaic systems - A case study. In M. Indrawan-Santiago, I. Salvadori, M. Steinbauer, I. Khalil, G. Anderst-Kotsis (editors), Proceedings of the 19th International Conference on Information Integration and Web-based Applications & Services (iiWAS 2017), pages 385-389, DOI 10.1145/3151759.3151828, ACM, December, 2017.

A. Kogler, P. Traxler. Locating faults in photovoltaic systems data. In W. Woon, Z. Aung, O. Kramer, S. Madnick (editors), Data Analytics for Renewable Energy Integration - Proc. 4th ECML PKDD Workshop, DARE 2016, Lecture Notes in Artificial Intelligence, volume 10097, pages 1-9, DOI 10.1007/978-3-319-50947-1_1, January, 2017.

A. Buga, B. Freudenthaler, J. Martinez Gil, S. Nemes, L. Paoletti. Management of accurate profile matching using multi-cloud service interaction. In M. Indrawan-Santiago, I. Salvadori, M. Steinbauer, I. Khalil, G. Anderst-Kotsis (editors), Proceedings of the 19th International Conference on Information Integration and Web-based Applications & Services (iiWAS 2017), pages 161-165, DOI 10.1145/3151759.3151831, ACM, December, 2017.

T. Grubinger, A. Birlutiu, H. Schöner, T. Natschläger, T. Heskes. Multi-domain transfer component analysis for domain generalization. Neural Processing Letters, pages online first, DOI: 10.1007/s11063-017-9612-8, April, 2017.

T. Grubinger, M. Zwick. Multi-task learning for scenario invariant time series data. Technical Report, number SCCH-TR-17052, August, 2017.

A. Kinz, W. Schröder, T. Passath, P. Praher, B. Freudenthaler. Optimierung des anlagenspezifischen Instandhaltungsstrategiemix am Beispiel eines komplexen Fertigungssystems - Smart Maintenance in der mechanischen Fertigung. In H. Biedermann (editor), Erfolg durch Lean Smart Maintenance - Bausteine und Wege des Wandels, pages 185-216, TÜV Media, October, 2017.

G. Povsil, A. Tzika, J. Vogt, V. Haunschmid, L. Messiaen, J. Zschocke, G. Klambauer, S. Hochreiter, K. Wimmer. panelcn.MOPS: Copy-number detection in targeted NGS panel data for clinical diagnostics. Human Mutation, volume 38, number 7, pages 889-897, DOI: 10.1002/humu.23237, July, 2017.

A. Kogler, P. Traxler. Parallel and robust empirical risk minimization via the median trick. In J. Blömer, I. Kotsiraes, T. Kutsia, D. Simos (editors), Mathematical Aspects of Computer and Information Sciences - Poc. MACIS 2017, Lecture Notes in Computer Science, volume 10693, pages 378-391, DOI 10.1007/978-3-319-72453-9_31, Springer, December, 2017.

B. Malli, A. Birlutiu, T. Natschläger. Standard-free calibration transfer - An evaluation of different techniques. Chemometrics and Intelligent Laboratory Systems, volume 161, pages 49-60, DOI: 10.1016/j.chemolab.2016.12.008, February, 2017.

G. Chasparis. Stochastic stability analysis of perturbed learning automata with constant step-size in strategic-form games. Proceedings of the 2017 American Control Conference, pages 4607-4612, IEEE, May, 2017.

G. Chasparis, T. Natschläger. Supervisory output prediction for bilinear systems by reinforcement learning. IET Control Theory & Applications, volume 11, number 10, pages 1514-1521, DOI: 10.1049/iet-cta.2016.1400, June, 2017.

K. Leonhartsberger, M. Meisel, M. Pichler, S. Schidler, L. Fotiadis, E. Xypolytou, A. Werner. System relevant applications for battery storage systems. Proceedings of the 33rd PLEA International Conference (PLEA 2017), volume III, pages 4595-4602, July, 2017.

T. Zahel, L. Marschall, S. Abad, E. Vasilieva, D. Maurer, E. Mueller, P. Murphy, T. Natschläger, C. Brocard, D. Reinisch, P. Sagmeister, C. Herwig. Workflow for criticality assessment applied in biopharmaceutical process validation stage 1. bioengineering, volume 4, number 4, DOI: 10.3390/bioengineering4040085, October, 2017.

T. Fernando. WorkflowDSL: Scalable Workflow Execution with Provenance. Master thesis, KTH Royal Institute of Technology, September, 2017.

J. Martínez Gil, L. Paoletti, M. Pichler. A novel approach for learning how to automatically match job offers and candidate profiles. https://arxiv.org/abs/1611.04931, cs.OH - Other Computer Science, arXiv:1611.04931 [cs.OH], November, 2016.

J. Martinez Gil, L. Paoletti, K. Schewe. A smart approach for matching, learning and querying information from the human resources domain. New Trends in Databases and Information Systems - Proc. ADBIS 2016 Short Papers and Workshops, Communications in Computer and Information Science, volume 637, pages 157-167, DOI 10.1007/978-3-319-44066-8_17, Springer, August, 2016.

J. Martínez Gil. Accurate semantic similarity measurement of biomedical nomenclature by means of fuzzy logic. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, volume 24, number 2, pages 291-305, DOI: 10.1142/S0218488516500148, April, 2016.

A. Kogler. Classification of (alternatively) spliced exons using state-of-the-art sequence kernels. Master thesis, Johannes Kepler University Linz/Master's Program Bioinformatics, January, 2016.

M. Pichler. Cognitive computing and big linked data as next steps for Big Data/BI in tourism?. In M. Fuchs, M. Lexhagen, W. Höpken (editors), Proceedings of the IFITTtalk@Östersund Workshop on Big Data & Business Intelligence in the Travel & Tourism Domain, pages 119-122, Mld Sweden University, April, 2016.

J. Martínez Gil. CoTO: A novel approach for fuzzy aggregation of semantic similarity measures. Cognitive Systems Research, DOI: 10.1016/j.cogsys.2016.01.001, February, 2016.

M. Pichler. Data and expert-driven tourism knowledge modelling. In F. Fuchs, M. Lexhagen, W. Höpken (editors), Proceedings of the IFITTtalk@Östersund Workshop on Big Data & Business Intelligence in the Travel & Tourism Domain, pages 63-67, Mld Sweden University, April, 2016.

G. Chasparis, M. Roßbory. Efficient dynamic pinning of parallelized applications by distributed reinforcement learning. pages http://arxiv.org/abs/1606.08156, June, 2016.

M. Pichler, M. Rutzinger, N. Houbé, H. Neiß, C. Blank, R. Bergmair, M. Anfang. Einsichten in Verhaltensweisen von Touristen, Analysemöglichkeiten für Touristiker. Tourismus Wissen - quarterly, volume 5, pages 191-196, July, 2016.

P. Rechberger, G. Steinmaurer, H. Kirchsteiger, T. Natschläger, H. Heigl, W. Traunmüller, D. Koller. EStore-M: Projektüberblick und erste Ergebnisse. Poster at 31. Symposium Photovoltaische Solarenergie, March, 2016.

J. Martínez Gil, M. Pichler, L. Paoletti. Looking for the best historical window for assessing semantic similarity using human literature. In T. Palpanas, K. Stefanidis (editors), Proceedings of the Workshops of the EDBT/ICDT 2016 Joint Conference (EDBT/ICDT 2016), CEUR Workshop Proceedings, volume 1558, pages http://ceur-ws.org/Vol-1558/paper29.pdf, CEUR, March, 2016.

J. Martínez Gil, L. Paoletti, G. Rácz, A. Sali, K. Schewe. Maintenance of profile matchings in knowledge bases. Model and Data Engineering - Proc. MEDI 2016, Lecture Notes in Computer Science, volume 9893, pages 132-141, DOI 10.1007/978-3-319-45547-1_11, Springer, September, 2016.

G. Chasparis, W. Zellinger, V. Haunschmid, M. Riedenbauer, R. Stumptner. On the optimization of material usage in power transformer manufacturing. Proceedings of the 8th IEEE International Conference on Intelligent Systems (IS'16), pages 680-685, IEEE, September, 2016.

T. Grubinger, G. Chasparis, T. Natschläger. Online transfer learning for climate control in residential buildings. Proceedings of the 5th Annual European Control Conference (ECC'16), pages 1183-1188, EUCA, June, 2016.

V. Haunschmid. panelcn.MOPS reaches clinical standards as a copy number variation detection tool for targeted panel sequencing. Master thesis, Johannes Kepler University Linz/Master's Program Bioinformatics, January, 2016.

M. Roßbory, G. Chasparis. Parallelization of stochastic-local-search algorithms using high-level parallel patterns. January, 2016.

G. Chasparis, T. Natschläger. Regression models for output prediction of thermal. ASME Journal of Dynamic Systems Measurement and Control, DOI: 10.1115/1.4034746, November, 2016.

G. Rácz, A. Sali, K. Schewe. Semantic matching strategies for job recruitment: A comparison of new and known approaches. In M. Gyssens, G. Simari (editors), Foundations of Information and Knowledge Systems - Proc. FoIKS 2016, Lecture Notes in Computer Science, volume 9616, pages 149-168, DOI 10.1007/978-3-319-30024-5_9, Springer, March, 2016.

J. Martínez Gil. SIFT: An algorithm for extracting structural information from taxonomies. pages http://arxiv.org/abs/1602.07064, February, 2016.

A. Kinz, H. Biedermann, P. Traxler, B. Freudenthaler, J. Isopp, W. Schröder, A. Schlegl. Smart Maintenance - Ressourcenintelligente antizipative Instandhaltung durch Condition Monitoring, Datenanalyse und Störungsprognostik. volume 49, pages 20-24, January, 2016.

P. Traxler. The relative exponential time complexity of approximate counting satisfying assignments. Algorithmica (Special Issue IPEC 2014), volume 75, number 2, pages 339-362, DOI: 10.1007/s00453-016-0134-y, June, 2016.

M. Pichler, L. Steiner, H. Neiss. The tourism knowledge islands. Technical Report, February, 2016.

L. Paoletti, J. Martinez Gil, K. Schewe. Top-k matching queries for filter-based profile matching in knowledge bases. Database and Expert Systems Applications - Proc. DEXA 2016, Part II, Lecture Notes in Computer Science, volume 9828, pages 295-302, DOI 10.1007/978-3-319-44406-2_23, Springer, September, 2016.

P. Traxler, T. Grill, P. Gomez. A robust alternative to correlation networks for identifying fault systems. Proceedings of the 26th International Workshop on Principles of Diagnosis (DX-15), pages 11-18, August, 2015.

R. Stumptner, B. Freudenthaler. Adaptive flood forecasting for small catchment areas. In A. Quesada-Arencibia et al. (editors), EUROCAST 2015 Computer Aided Systems Theory Extended Abstracts, pages 63-64, February, 2015.

B. Freudenthaler, R. Stumptner. Adaptive flood forecasting for small catchment areas. In R. Moreno-Diaz, F. Pichler, A. Quesada-Arencibia (editors), Computer Aided Systems Theory - EUROCAST 2015 Revised Selected Papers, Lecture Notes in Computer Science, volume 9520, pages 211-218, DOI 10.1007/978-3-319-27340-2_27, Springer, December, 2015.

M. Moniruzzaman, K. Idrees, M. Roßbory, J. Gracia. An adaptive load-balancer for task-scheduling in FastFlow. Proceedings of the 5th International Conference on Advanced Communications and Computation (INFOCOMP 2015), pages 6-12, IARIA, June, 2015.

B. Malli, T. Natschläger, M. Pawliczek, T. Reischer, W. Kantner, M. Brandstetter, W. Märzinger, J. Kowalski. Application-oriented standard-free methods for calibration transfer. 11. Kolloquium Prozessanalytik Wien 2015, pages Posterprogram P08, December, 2015.

B. Malli, T. Natschläger, M. Pawliczek, T. Reischer, W. Kantner, M. Brandstetter, W. Märzinger, J. Kowalski. Application-oriented standard-free methods for calibration transfer. Lenzinger Berichte, volume 92, pages 33-46, November, 2015.

J. Martínez Gil. Automated knowledge base management: A survey. Computer Science Review, volume 18, pages 1-9, DOI: 10.1016/j.cosrev.2015.09.001, November, 2015.

P. Luoma, B. Malli, T. Natschläger, M. Pawliczek, M. Brandstetter. Calibration transfer using additive PLS models demonstrated with two near-infrared spectroscopy measurement case studies. 11. Kolloquium Prozessanalytik Wien 2015, Posterprogram P37, December, 2015.

R. Stumptner, B. Freudenthaler. Combining relational and NoSQL database sstems for processing sensor data in disaster management. In A. Quesada-Arencibia et al. (editors), EUROCAST 2015 Computer Aided Systems Theory Extended Abstracts, pages 207-208, February, 2015.

R. Stumptner, C. Lettner, B. Freudenthaler. Combining relational and NoSQL database systems for processing sensor data in disaster management. In R. Moreno-Diaz, F. Pichler, A. Quesada-Arencibia (editors), Computer Aided Systems Theory - EUROCAST 2015 Revised Selected Papers, Lecture Notes in Computer Science, volume 9520, pages 663-670, DOI 10.1007/978-3-319-27340-2_82, Springer, December, 2015.

G. Chasparis, M. Maggio, E. Bini, K. Arzen. Design and implementation of distributed resource management for time-sensitive applications. Automatica, volume 64, number 2, pages 44-53, DOI: 10.1016/j.automatica.2015.09.015, November, 2015.

T. Grubinger, A. Birlutiu, H. Schöner, T. Natschläger, T. Heskes. Domain generalization based on transfer component analysis. In I. Rojas, G. Joya, A. Catala (editors), Advances in Computational Intelligence - Proc. IWANN 2015, Part I, Lecture Notes in Computer Science, volume 9094, pages 325-334, Springer, June, 2015.

L. Paoletti, J. Martinez-Gil, K. Schewe. Extending knowledge-based profile matching in the human resources domain. In Q. Chen, A. Hameuerlain, F. Toumani, R. Wagner, H. Decker (editors), Database and Expert Systems Applications - Proc. DEXA 2015, Part II, Lecture Notes of Computer Science, volume 9262, pages 21-34, DOI 10.1007/978-3-319-22852-5, Springer, September, 2015.

J. Martinez-Gil, G. Chasparis, A. Bögl, C. Illibauer, B. Freudenthaler, T. Natschläger. Framework for fast prototyping of energy-saving controllers. Proceedings of the 26th International Workshops on Database and Expert Systems Applications, pages 68-72, September, 2015.

B. Malli, T. Natschläger. Fused stagewise regression - A waveband selection algorithm for spectroscopy. Chemometrics and Intelligent Laboratory Systems, volume 149, pages 53-65, DOI: 10.1016/j.chemolab.2015.09.004, December, 2015.

R. Stumptner, C. Lettner, B. Freudenthaler, J. Pichler, W. Kirchmayr, E. Traxler. Maintaining and analyzing production process definitions using a tree-based similarity measure. In E. Hüllermeier, M. Minor (editors), Case-Based Reasoning Research and Development - Proc. ICCBR 2015, Lecture Notes in Artificial Intelligence, volume 9343, pages 366-380, DOI 10.1007/978-3-319-24586-7_25, Springer, September, 2015.

G. Chasparis, J. Shamma, A. Rantzer. Nonconvergence to saddle boundary points under perturbed reinforcement learning. International Journal of Game Theory, volume 44, number 3, pages 667-699, DOI: 10.1007/s00182-014-0449-3, August, 2015.

B. Freudenthaler, C. Lettner, R. Stumptner. On comparing jCOLIBRI and myCBR in the frame of a support system for cash machines. In P. Perner (editor), Case-Based Reasoning - New Developments - Workshop Proc. CBR-MD 2015, pages 17-30, ibai-publishing, July, 2015.

M. Pawliczek, B. Malli, T. Natschläger, T. Reischer, W. Kantner, M. Brandstetter. PAT-system for comprehensive process control including tools of Computational Model Life-Cycle Management. 11. Kolloquium Prozessanalytik Wien 2015, pages Posterprogram P38, December, 2015.

M. Pichler, L. Steiner, H. Neiss. Probabilistic modelling of influences on travel decision making. e-Review of Tourism Research (eRTR), volume ENTER 2015: volume 6 Short Papers, pages http://3ws1wk1wkqsk36zmd6ocne81.wpengine.netdna-cdn.com/files/2015/02/SP01_RecommenderSession_Pichler.pdf, February, 2015.

G. Chasparis. Reinforcement-learning-based efficient resource allocation with demand-side adjustments. Proceedings of the European Control Conference (ECC2015), pages 3071-3077, July, 2015.

M. Pichler. Risikomanagement mit Bayesian Networks am Beispiel ’Stop or Go’ bei Lawinen. Bachelor Thesis, University of Innsbruck, Fakultät für Geo- und Atmosphärenwissenschaften, January, 2015.

M. Pichler, M. Larcher. Stop or Go© interaktiv: Eine neuartige Lernhilfe beim Lawinen-Risikomanagement. Jahrbuch 2015: Sicherheit im Bergland, pages 176-185, Österreichisches Kuratorium für Alpine Sicherheit, May, 2015.

C. Lettner, M. Zwick. A data analysis framework for high-variety product lines in the industrial manufacturing domain. In S. Hammoudi, L. Maciaszek, J. Cordeiro (editors), Proceedings of the 16th International Conference on Enterprise Information Systems (ICEIS 2014), volume 1, pages 209-216, April, 2014.

M. Pichler, S. Eder, M. Larcher. About probabilistic graphical models in probabilistic avalanche science: The case of stop or go. Proceedings of the International Snow Science Workshop - ISSW 2014, pages 1071-1078, October, 2014.

C. Brown, V. Janjic, K. Hammond, H. Schöner, K. Idrees, C. Glass. Agricultural reform: More efficient farming using advanced parallel refactoring tools. Proceedings ot the 22nd Euromicro International Conference on Parallel, Distributed, and Network-Based Processing - PDP 2014, pages 36-43, DOI: 10.1109/PDP.2014.94, September, 2014.

C. Lettner, R. Stumptner, K. Bokesch. An approach on ETL attached data quality management. In L. Bellatreche, M. Mohania (editors), Data Warehousing and Knowledge Discovery - Proc. DaWaK 2014, Lecture Notes in Computer Science, volume 8646, pages 1-8, Springer, September, 2014.

J. Martínez Gil. An overview of knowledge management techniques for e-recruitment. Journal of Information & Knowledge Management, volume 13, number 2, pages 1450014-1-1450014-9, DOI: 10.1142/S0219649214500142, June, 2014.

J. Martínez Gil, M. Pichler. Analysis of word co-occurrence in human literature for supporting semantic correspondence discovery. Proceedings of the 14th International Conference on Knowledge Technologies and Data-driven Business - i-Know 2014, pages DOI 10.1145/2637748.2638422, November, 2014.

I. Al-Shyoukh, G. Chasparis, J. Shamma. Coevolutionary modeling in network formation. Proceedings of the 2nd IEEE Global Conference on Signal and Information Processing -GlobalSIP 2014, pages 727-731, IEEE, December, 2014.

T. Steinmaurer, P. Traxler, M. Zwick, R. Stumptner, L. Christian. Combining stream processing engines and big data storages for data analysis. In T. Andreasen, H. Christiansen, J. Cubero, Z. Ras (editors), Foundations of Intelligent Systems - Proc. ISMIS 2014, Lecture Notes in Computer Science, volume 8502, pages 476-485, Springer, June, 2014.

P. Traxler, M. Zhariy. Efficient sensor placement in flow networks and sensor networks. DX'14 - 25th Edition of the International Workshop on Principles of Diagnosis, Graz, Austria, September 8-11, 2014, pages http://dx-2014.ist.tugraz.at/papers/DX14_Tue_PM_posters_paper7.pdf, September, 2014.

B. Zauner, T. Natschläger. Fused stage-wise lasso – a waveband selection algorithm for spectroscopy. May, 2014.

M. Pichler, M. Rutzinger, H. Neiss. insightTourism – Towards understanding online behavior of tourists. e-Review of Tourism Research (eRTR), volume 11, number 3/4, pages 50-53, October, 2014.

T. Grubinger, M. Roßbory, H. Schöner, M. Zwick. ModControl Springback. Technical Report, June, 2014.

G. Chasparis, T. Natschläger. Nonlinear system identification of thermal dynamics in buildings. Proceedings of the 13th European Control Conference 2014 (ECC), pages 1649-1654, EUCA, June, 2014.

M. Pichler, D. Leber. On the formalization of expert knowledge: A disaster management case study. In F. Morvan, R. Wagner, A. Tjoa (editors), Proceedings of the 25th International Workshop on Database and Expert Systems Applications - DEXA 2014, pages 149-153, CPS, September, 2014.

J. Martínez Gil, G. Chasparis, B. Freudenthaler, T. Natschläger. Realistic user behavior modeling for energy saving in residential buildings. In F. Morvan, R. Wagner, A. Tjoa (editors), Proceedings of the 25th International Workshop on Database and Expert Systems Applications - DEXA 2014, pages 121-125, CPS, September, 2014.

W. Pereira de Jesus, A. Bögl, T. Natschläger. Sensitivity analysis and validation of an EnergyPlus model of a house in Upper Austria. Pre-Proceedings of the International Conference on Sustainability in Energy and Building (SEB-14), pages 335-344, Elsevier, June, 2014.

G. Chasparis, T. Natschläger. Supervisory system identification for bilinear systems with application to thermal dynamics in buildings. Proceedings of the 2014 IEEE Multi-Conference on Systems and Control - MSC 2014, pages 832-837, October, 2014.

M. Zwick, H. Schöner, S. F.Rezaie. SymReg-MT: Iterative multi-task feature learning through weighted symbolic regression. LMCE 2014 - 1st International Workshop on Learning over Multiple Context, Nancy, France, September 19, 2014, pages http://users.dsic.upv.es/~flip/LMCE2014/Papers/lmce2014_submission_14.pdf, September, 2014.

P. Traxler. The relative exponential time complexity of approximate counting satisfying assignments. IPEC 2014 - 9th International Symposium on Parameterized and Exact Computation, Breslau, Polen, September 10-12, 2014, September, 2014.

G. Chasparis, A. Rantzer, K. Jörnsten. A decomposition approach to multi-region o ptimal power flow in electricity networks. Proceedings of the 12th biannual European Control Conference (ecc2013), pages 3018-3024, July, 2013.

M. Zhariy, K. Bredies. A discrepancy-based parameter adaptation and stopping rule for minimization algorithms aiming at Tikhonov-type regularization. Inverse Problems, volume 29 025008, number 2, pages doi:10.1088/0266-5611/29/2/025008, January, 2013.

M. Maggio, E. Bini, G. Chasparis, K. Arzén. A game-theoretic resource manager for RT applications. Proceedings of the 25th Euromicro Conference on Real-Time Systems (ECRTS 2013), pages DOI 10.1109/ECRTS.2013.17, July, 2013.

H. Ma, K. Schewe. An algebra for geometric conceptual modelling. Electronic Proceedings of the 23rd European Japanese Conference on Information Modelling and Knowledge Bases (EJC 2013), pages 184-202, June, 2013.

G. Chasparis, B. Moser. Architecture for modeling and optimization of agro-silvo-pastoral (ASP) systems. Technical Report, January, 2013.

G. Chasparis, M. Maggio, K. Årzén, E. Bini. Distributed management of CPU resources for time-sensitive applications. Proceedings of the 2013 American Control Conference (ACC 2013), pages 5325-5332, June, 2013.

P. Traxler. Fault detection of large amounts of photovoltaic systems. Online Proceedings of the ECML PKDD 2013 Workshop on Data Analytics for Renewable Energy Integration (DARE'13), pages http://www.ecmlpkdd2013.org/wp-content/uploads/2013/09/dare2013_paper4_traxler.pdf, 2013.

B. Zauner, T. Natschläger. Fused stage-wise lasso – A waveband selection algorithm for spectroscopic data. Poster, November, 2013.

K. Schewe, Q. Wang. Knowledge-aware identity services. Knowledge and Information Systems, volume 36, number 2, pages 335-357, August, 2013.

J. Martínez-Gil, B. Freudenthaler, T. Natschläger. Modeling user behavior through electricity consumption patterns. In F. Morvan, A. M. Toja, R. R. Wagner (editors), 24th International Workshop on Database and Expert Systems Applications, pages 204-213, CPS, August, 2013.

H. Kosorus, T. Natschläger, B. Freudenthaler, J. Küng. On the relevance of graphical causa models for failure detection for industrial machinery. In A. Quesada-Arencibia et al. (editors), EUROCAST 2013 Computer Aided Systems Theory Extended Abstracts, pages 85-86, IUCTC Universidad Las Palmas, February, 2013.

A. Kosorus, M. Zhariy, T. Natschläger, B. Freudenthaler, J. Küng. On the relevance of graphical causal models for failure detection for industrial machinery. In R. Moreno-Díaz, F. Pichler, A. Quesada-Arencibia (editors), Computer Aided Systems Theory - EUROCAST 2013, Revised Selected Papers, Part I, Lecture Notes in Computer Science, volume 8111, pages 174-181, Springer, December, 2013.

M. Roßbory, W. Reisner. Parallelization of algorithms for linear discrete optimization using ParaPhrase. In F. Morvan, A. M. Toja, R. R. Wagner (editors), 24th International Workshop on Database and Expert Systems Applications, pages 241-245, CPS, August, 2013.

C. Brown, K. Hammond, M. Danelutto, P. Kilpatrick, H. Schöner, T. Breddin. Paraphrasing: Generating parallel programs using refactoring. In B. Beckert, F. Damiani, F. de Boer, M. Bonsangue (editors), Formal Methods for Components and Objects - Proc. FMCO 2011, Lecture Notes in Computer Science, volume 7542, pages 237-256, Springer, January, 2013.

G. Stübl, P. Haslinger, V. Wieser, J. Scharinger, B. Moser. Periodicity estimation of nearly regular textures based on discrepancy norm. In P. R. Bingham, E. Y. Lam (editors), Proceedings SPIE 8661, Image Processing: Machine Vision Applications VI, pages 866106 doi:10.1117/12.2002396, SPIE, March, 2013.

C. Lettner, M. Pichler, W. Kirchmayr, F. Kokert, M. Habringer. RDFreduce: Customized aggregations with provenance for RDF data based on an industrial use case. In E. Weippl, M. Indrawan-Santiago, M. Steinbauer, G. Kotsis, I. Khalil I. (editors), Proceedings of the 5th International Conference on Information Integration and Web-based Applications & Services - iiWAS 2013, pages 336-340, December, 2013.

Semantics in Data and Knowledge Systems – Proceedings SDKB 2011. In K. Schewe, B. Thalheim (editors), Lecture Notes in Computer Science, volume 7693, Springer, January, 2013.

M. Zhariy, J. Himmelbauer, M. Scheerer. Sparse signal processing technique in multimodal dispersive SHM. In F. Chang (editor), Proceedings of the 9th International Workshop on Structural Health Monitoring (IWSHM 2013), pages on CD paper No. 1243, September, 2013.

M. Pawliczeck, B. Zauener, T. Natschläger, W. Märzinger, T. Reischer, M. Nowak, W. Kantner, J. Kasberger. Temperature correction for NIR-spectroscopic online-monitoring of a process parameter in melamine resin production. Poster, November, 2013.

Transactions on Large-Scale Data and Knowledge-Centered Systems X. In S. Liddle, K. Schewe, X. Zhou (editors), Lecture Notes in Computer Science, volume 8220, Springer, September, 2013.

T. Natschläger, B. Zauner. Transfer learning approaches for spectroscopic data. In K. Héberger (editor), Conferentia Chemometrica, Collection of Abstracts, September, 2013.

D. Looser, H. Ma, K. Schewe. Using formal concept analysis for ontology maintenance in human resource recruitment. Proceedings of the 9th Asia-Pacific Conference on Conceptual Modelling (APCCM 2013), CRPIT - Conferences in Research and Practice in Information Technology, volume 143, pages 61-68, Australian Computer Society, January/February, 2013.

R. Stumptner, B. Freudenthaler, M. Krenn. BIAccelerator - A template-based approach for rapid ETL development. In L. Chen, A. Felfernig, J. Liu, Z. Ras (editors), Foundations of Intelligent Systems - Proc. ISMIS 2012, Lecture Notes in Computer Science, volume 7661, pages 435-444, Springer, December, 2012.

V. Wieser, C. Grelck, J. Guo, P. Haslinger, F. Korzeniowski, B. Moser, S. Scholz. Combining high productivity and high performance in image processing using single assignment C on multi-core CPUs and many-core GPUs. Journal of Electronic Imaging, volume 21, number 2, pages DOI: 10.1117/1.JEI.21.2.021116, July, 2012.

H. Schöner. Denoising 3D images from time-of-flight cameras using extended anisotropic diffusion. SPIE Newsroom, pages DOI: 10.1117/2.1201210.004496, October, 2012.

B. Moser. Geometric characterization of Weyl’s Discrepancy Norm in terms of its n-dimensional unit balls. Journal Discrete & Computational Geometry (DCG), volume 48, number 4, pages 793-806, December, 2012.

H. Schöner, F. Bauer, A. Dorrington, B. Heise, V. Wieser, A. Payne, M. Cree, B. Moser. Image processing for 3D-scans generated by time of flight range cameras. SPIE Journal of Electronic Imaging, volume 21, number 2, pages http://dx.doi.org/10.1117/1.JEI.21.2.023012, May, 2012.

K. Matouše, P. Kremen, J. Küng, R. Stumptner, S. Anderlik, B. Freudenthaler. On transforming a knowledge base from topic maps to OWL. In R. Moreno-Diaz, F. Pichler, A. Quesada (editors), Computer Aided Systems Theory - Proc. EUROCAST 2011, Part I, Lecture Notes in Computer Science, volume 6927, pages 208-215, Springer, February, 2012.

V. Wieser, P. Holzenspies, R. Kirner, M. Roßbory. Statistical performance analysis with dynamic workload using S-NET. January, 2012.

Using GPS trajectories to create a dynamic network of significant locations as an abstraction of road maps. In R. Moreno-Diaz, F. Pichler, A. Quesada (editors), Computer Aided Systems Theory - Proc. EUROCAST 2011, Part I, Lecture Notes in Computer Science, volume 6927, pages 161-168, Springer, February, 2012.

T. Steinmaurer. Aggregatstabellen im Open Source ROLAP-Umfeld am Fallbeispiel einer Integrierten Sensordaten-Analyseplattform (ISDAP). BI Spektrum, volume 6. Jahrgang, number 4, pages 32-36, October, 2011.

B. Freudenthaler. CBRSHM - A case-based decision support system for semi-automated assessment of structures in terms of structural health monitoring. In A. Ram, N. Wiratung (editors), Proceedings of the 19th International Conference on Case Based Reasoning (ICCBR 2011), Lecture Notes in Artificial Intelligence, volume 6880, pages 437-451, Springer, September, 2011.

T. Steinmaurer. Firebird 3 Vorschau - Teil 1 einer dreiteiligen Artikelreihe. Entwickler Magazin, number 4, pages 88-91, April, 2011.

T. Steinmaurer. Firebird 3 Vorschau - Teil 2 einer dreiteiligen Artikelreihe. Entwickler Magazin, number 5,2011, pages 91-94, August, 2011.

T. Steinmaurer. Firebird 3 Vorschau - Teil 3 einer dreiteiligen Artikelreihe. Entwickler Magazin, number 6,2011, pages 91-94, October, 2011.

E. Sonnleitner, H. Kosorus, R. Stumptner, J. Küng, S. Anderlik, B. Freudenthaler, H. Allmer. Integration of data mining operations for structural health monitoring. Proceedings of the 8th International Workshop on Structural Health Monitoring - IWSHM 2011, DEStech Publications, September, 2011.

C. Lettner, W. Kirchmayr, F. Kokert, D. Schmeissl. Semantic Data Management. Technical Report, IDM, September, 2011.

T. Steinmaurer. Audit und Trace Services in Firebird 2.5 - Den neuen Möglichkeiten des Monitorings auf den Zahn gefühlt. February, 2010.

T. Natschläger, T. Steinmaurer, B. Freudenthaler, B. Moser, W. Traunmüller, R. Spolwind, M. Wallnöfer. Energieeffizienz durch Prozess- und Datenanalyse in verteilten mechatronischen Systemen. Tagungsband Industrielles Symposium Mechatronik Automatisierung (ISM 2010), pages on CD, Mechatronik-Cluster, November, 2010.

G. Guta. Finite state transducer modification by examples. Technical Report, number SCCH-TR-1040, IDM, September, 2010.

T. Steinmaurer. Firebird 2.5: Evolution statt Revolution - Ein Streifzug durch die Neuerung. pages 81-87, 2010.

G. Guta, W. Schreiner, D. Draheim. A lightweight MDSD Process applied in small projects. Proceedings oft the 35th Euromicro Conference on Software Engineering and Advanced Applications (SEAA 2009), pages 255-258, IEEE Computer Society, August, 2009.

T. Steinmaurer. Aggregate tables with Firebird. Entwickler Magazin, number 5,2008, pages 88-94, May, 2009.

T. Bérczes, G. Guta, G. Kusper, W. Schreiner, J. Sztrik. Analyzing a proxy cache server performance model with the probablistic model checker PRISM. In D. Ballis, T. Kutsia (editors), Proceedings of 5th International Workshop on Automated Specification and, pages 37-51, July, 2009.

T. Kriechbaum, R. Weinreich, T. Ziebermayr. Compatibility rules for the homogeneous evolution of enterprise services. Leipziger Beiträge zur Wirtschaftsinformatik: Proceedings of the 1st International Symposium in Services Science (ISSS 2009), pages 189-200, Logos Verlag Berlin, March, 2009.

E. Klement, E. Lughofer, J. Himmelbauer, B. Moser. Data-driven and knowledge-based modeling. In B. Buchberger, M. Affenzeller, A. Ferscha, M. Haller, T. Jebelean, E. Klement, P. Paule, G. Pomberger, W. Schreiner, R. Stubenrauch, R. Wagner, G. Weiß, W. Windsteiger (editors), pages 237-280, Springer, June, 2009.

T. Steinmaurer. Firebird's road trip and what's new with 2.5. pages 4-12, 2009.

F. Kossak. Formal methods competence at SCCH. Technical Report, number SCCH-TR-0901, January, 2009.

Information and semantics in database and on the web. In B. Buchberger, M. Affenzeller, A. Ferscha, M. Haller, T. Jebelean, E. Klement, P. Paule, G. Pomberger, W. Schreiner, R. Stubenrauch, R. Wagner, G. Weiß, W. Windsteiger (editors), pages 281-332, Springer, June, 2009.

Parallel, distributed, and grid computing. In B. Buchberger, B. Buchberger, M. Affenzeller, M. Affenzeller, A. Ferscha, A. Ferscha, M. Haller, M. Haller, T. Jebelean, T. Jebelean, E. Klement, E. Klement, P. Paule, P. Paule, G. Pomberger, G. Pomberger, W. Schreiner, W. Schreiner, R. Stubenrauch, R. Stubenrauch, R. Wagner, R. Wagner, G. Weiß, G. Weiß, W. Windsteiger, W. Windsteiger (editors), pages 333-378, Springer, June, 2009.

Parallel, distributed, and grid computing. pages 333-378, Springer, June, 2009.

D. Pecevski, T. Natschläger, K. Schuch. PCSIM: A parallel simulation environment for neural. Frontiers in Neuroinformatics, volume 3, number 11, pages doi:10.3389/neuro.11/011.2009, May, 2009.

D. Soukup, U. Bodenhofer, M. Mittendorfer-Holzer. Semiautomatic identification of print layers from a sequence of sample images: a case study from banknote print inspection. Image and Vision Computing, volume 27, pages 989-998, 2009.

H. Schöner, B. Moser, A. Dorrington, A. Payne, M. Cree, B. Heise, F. Bauer. A clustering based denoising technique for range images of time of flight cameras. In M. Masoud Mohammadian (editor), Proceedings of the International Conference on Computational Intelligence for Modelling, Control and Automation (CIMCA 2008),, pages 989-994, IEEE Computer Society, December, 2008.

C. Lettner, C. Hawel, T. Steinmaurer, D. Draheim. Complex event processing for sensor based data auditing. Proceedings 10th International Conference on Enterprise Information Systems (ICEIS 2008), pages 485-491, Springer, June, 2008.

T. Natschläger, W. Traunmüller, K. Reingruber, H. Exner. Lokal optimierte Wetterprognosen zur Regelung stark umweltbeeinflusster Systeme. Tagungsband Industrielles Symposium Mechatronik Automatisierung, pages 281-284, Clusterland Oberösterreich GmbH / Mechatronik-Cluster, October, 2008.

H. Schöner, B. Moser, E. Lughofer. On preprocessing multi-channel sensor data for online process monitoring. In M. Masoud Mohammadian (editor), Proceedings of the International Conference on Computational Intelligence for Modelling, Control and Automation (CIMCA 2008), pages 414-419, IEEE Computer Society, December, 2008.

B. Moser, T. Kazmar, P. Haslinger. On the potential of Hermann Weyl's discrepancy norm for texture analysis. In M. Masoud Mohammadian (editor), Proceedings of the International Conference on Computational Intelligence for Modelling, Control and Automation (CIMCA 2008), pages 187-191, IEEE Computer Society, December, 2008.

T. Natschläger, J. Himmelbauer, H. Schöner, F. Kokert, S. Mitter, H. Exner. Wissensextraktion mittels maschinellen Lernens zum besseren Prozessverständnis in der Stahlerzeugung. Tagungsband Industrielles Symposium Mechatronik Automatisierung, pages 79-87, Clusterland Oberösterreich GmbH / Mechatronik-Cluster, October, 2008.

M. Zwick, C. Lettner, C. Hawel. Implementing automated analyses in an active data warehouse environment using workflow technology. In D. Draheim, G. Weber (editors), Trends in Enterprise Application Architecture, Lecture Notes in Computer Science, volume 4473, pages 341-354, Springer, 2007.

H. Schöner, E. Lughofer. Process monitoring using online anomaly and transient detection with adaptive methods. Technical Report, number SCCH-TR-0717, IDM, March, 2007.

Simulation ot network of spiking neuros: A review of tools and strategies. Journal fof Cumputational Neuroscience, volume 23, number 3, pages 349-398, December, 2007.

Trends in Enterprise Application Architecture. 2nd Int. Conference, TEAA 2006. In D. Draheim, G. Weber (editors), Lecture Notes in Computer Science, volume 4473, Springer, Oktober 2007, 2007.

A. Dhanda. Active contour methods in medical image processing. Technical Report, number SCCH-TR-0624, 2006.

S. Saminger, U. Bodenhofer, E. Klement, R. Mesiar. Aggregation of fuzzy relations and preservation of transitivity. In H. de Swart, E. Orlowska, M. Roubens. G. Schmidt (editors), Theory and Applications of Relationals Strucutes as Knowledge Instruments II, Lecture Notes in Computer Science, volume 4342, pages 185-206, Springer, 2006.

B. Moser, U. Bodenhofer. Correspondences between fuzzy equivalence relations and kernels: Theoretical results and potential applications. Proc. 15th IEEE Int. Conf. on Fuzzy Systems, pages 10217-10223, IEEE Press, July, 2006.

U. Bodenhofer, B. De Baets, J. Fodor. General representation theorems for fuzzy weak orders. In H. de Swart, E. Orlowska, M. Roubens. G. Schmidt (editors), Theory and Applications of Relationals Strucutes as Knowledge Instruments II, Lecture Notes in Computer Science, volume 4342, pages 229-244, Springer, 2006.

E. Lughofer, U. Bodenhofer. Incremental learning of fuzzy basis function networks with a modified version of vector quantization. Proc. 11th Int. Conf. on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IMPU 2006), volume I, pages 56-63, Éditions E.D.K., July, 2006.

U. Bodenhofer. Lexicographic composition of fuzzy orderings. Proc. 11th Int. Conf. on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IMPU 2006), volume III, pages 2430-2437, Éditions E.D.K., July, 2006.

R. Bergmair, U. Bodenhofer. Syntax-driven analysis of context-free languages with respect to fuzzy relational semantics. Proc. 15th IEEE Int. Conf. on Fuzzy Systems, pages 9647-9654, IEEE Press, 2006.

M. Drobics, J. Botzheim. A bacterial evolutionary algorithm for feature selection. Technical Report, number SCCH-TR-0517, 2005.

S. Larndorfer. Application of motion based object detection to real-time 3D soccer ball tracking. Master thesis, 2005.

M. Drobics. Data analysis using fuzzy expressions - creating comprehensible computational models from data. PhD thesis, Johannes Kepler University, June, 2005.

U. Bodenhofer, P. Bogdanowicz, G. Lanzerstorfer, J. Küng. Distance-based fuzzy relations in flexible query answering systems: Overview and experiences. Proc. 8th Int. Conf. on Relational Methods in Computer Science (RelMiCS8), pages 15-22, February, 2005.

M. Drobics. FS-LiRT - An inductive learning method for creating comprehensible fuzzy regression trees. Technical Report, number SCCH-TR-0507, 2005.

M. Roßbory. Konzeption und Implementierung eines zentralen Sicherheitssystems für ein verteiltes Auftragsverwaltungssystem. Master thesis, 2005.

H. Schöner. Time series toolbox for Mathematica a short introduction. Technical Report, number SCCH-TR-0520, 2005.

U. Bodenhofer, F. Klawonn. A formal study of linearity axioms for fuzzy orderings. Fuzzy Sets and Systems, volume 145, number 3, pages 323-354, 2004.

U. Bodenhofer. Applications of fuzzy orderings: An overview. In K. Atanassov, O. Hryniewicz, J. Kacprzyk (editors), Soft Computing. Foundations and Theoretical Aspects, pages 81-95, EXIT, 2004.

U. Bodenhofer, J. Küng. Fuzzy orderings in flexible query answering systems. Soft Computing, volume 8, number 7, pages 512-522, 2004.

S. Probst. GAMMA - A platform independent framework for reusable authentication, authorization, and auditing components. PhD thesis, Johannes Kepler University, October, 2004.

W. Essmayr, S. Probst, E. Weippl. Role-based access controls: status, dissemination, and prospects for generic security mechanisms. Int. Journal of Electronic Commerce Research, volume 4, number 1-2, pages 127-156, 2004.

T. Natschläger, N. Bertschinger. Supplementary information to the mean-field theory for randomly connected recurrent network of threshold gates. Technical Report, number SCCH-TR-0430, 2004.

R. Athale. Symbolic computation in number theory. PhD thesis, Johannes Kepler University, December, 2004.

O. Mangisengi, D. Auer. Web-based application for managing knowledge resources in software engineering. Technical Report, number SCCH-TR-0424, 2004.

O. Mangisengi, W. Essmayr, J. Huber, E. Weippl. XML-based OLAP query processing in federated data warehouses. In O. Camp, J. Filipe, S. Hammoudi, M. Piattini (editors), Enterprise Information Systems V, pages 93-100, Kluwer Academic Publishers, 2004.

U. Bodenhofer, P. Bauer. A formal model of interpretability of linguistic variables. In J. Casillas, O. Cordón, F. Herrera, L. Magdalena (editors), Interpretability Issues in Fuzzy Modeling, Studies in Fuzziness and Soft Computing, volume 128, pages 524-545, Springer, 2003.

U. Bodenhofer. A note on approximate equality versus the Poincaré Paradox. Fuzzy Sets and Systems, volume 133, number 2, pages 155-160, January, 2003.

F. Kossak. An evaluation of model checking tools. Technical Report, number SCCH-TR-0309, 2003.

T. Weiler. Approximation of belief functions. Int. Journal of Uncertainty. Fuzziness and Knowledge-Based Systems, volume 11, number 6, pages 749-777, 2003.

M. Mittendorfer. Classes, subclasses, and instances in TomeWarder. Technical Report, number SCCH-TR-0311, 2003.

M. Drobics, J. Botzheim. Feature selection using bacterial optimization. Technical Report, number SCCH-TR-0317, 2003.

U. Bodenhofer. Fuzzy "between" operators in the framework of fuzzy orderings. In B. Bouchon-Meunier, L. Foulloy, R. Yager (editors), Intelligent Systems for Information Processing. From Rep-resentation to Applications, pages 59-70, Elsevier, 2003.

U. Bodenhofer. Fuzzy orderings of fuzzy sets. Proc. 10th IFSA World Congress, pages 500-507, June/July, 2003.

U. Bodenhofer, F. Klawonn. Linearity axioms for fuzzy orderings: A formal review. In B. De Baets, F. Fodor (editors), Principles of Fuzzy Preference Modelling and Decision Making, pages 1-14, Academia Press, 2003.

M. Drobics. Machine learning framework for Mathematica - Creating understandable computational models from data. Proc. Mathematica Developer Conf. 2003, pages online, April, 2003.

U. Bodenhofer. On the preservation of monotonicity by extended mappings. Proc. 3rd Int. Conf. in Fuzzy Logic and Technology, pages 251-254, September, 2003.

U. Bodenhofer. Ordinal structures in vague environments. 2003.

E. Weippl, W. Essmayr. Personal trusted devices for web services: Revisiting multilevel security. Mobile Networks and Applications, The Journal of Special Issues on Mobility of Systems, Users, Data and Computing, volume M8, number 2, pages 151-157, April, 2003.

O. Mangisengi, W. Essmayr. The architecture and main processes of ontology-based peer-to-peer management of knowledge artifacts. Proc. 14th Int. Workshop. in Database and Expert Systems Applications (DEXA 2003), pages 787-791, IEEE Computer Society Press, September, 2003.

F. Lichtenberger. Using algebraic specifications as a basis for formal MKM. Technical Report, number SCCH-TR-0313, 2003.

W. Freiseisen, R. Keber, W. Medetz, P. Pau, D. Stelzmüller. VirtMould - A framework for simulating component-oriented models of mechatronic systems. Proc. 4th Int. IMACS Symposium on Mathematical Modeling (4th MathMod), pages on CD, Argesim-Verlag, February, 2003.

O. Mangisengi, W. Essmayr, J. Huber, E. Weippl. XML-based OLAP query processing in a federated data warehouses. In O. Camp, J. Filipe, S. Hammoudi, M. Piattini (editors), Proc. 5th Int. Conf. on Enterprise Information Systems (ICEIS'03), volume I, pages 71-78, April, 2003.

U. Bodenhofer. A general framework for ordering fuzzy sets. In B. Bouchon-Meunier, J. Guitérrez-Ríoz, L. Magdalena, R. Yager (editors), Technologies of Constructing Intelligent Systems 1: Tasks, Studies in Fuzziness and Soft Computing, volume 89, pages 213-224, Physica-Verlag, 2002.

O. Mangisengi, W. Essmayr. A model for ontology-based peer-to-peer management of knowledge artifacts. Technical Report, number SCCH-TR-0263, 2002.

E. Weippl, L. Klug, W. Essmayr. A new approach to secure federated information bases using agent technology. Journal of Database Management, volume 14, number 1, pages 48-68, Jan-Mar, 2002.

P. Hobelsberger. Application of self-organizing maps and clustering to the segmentation of 3D and 4D medical images. Master thesis, 2002.

U. Bodenhofer. Application perspectives of fuzzy orderings. Proc. 2002 World Congress on Computational Intelligence (WCCI 2002), pages 1357-1362, May, 2002.

T. Weiler, U. Bodenhofer. Approximation of belief functions by minimizing euclidean dis-tances. In P. Grzegorzewski, O. Hryniewicz, M. Á. Gil (editors), Soft Methods in Probability, Statistics and Data Analysis, Advances in Soft Computing, pages 170-177, Physica-Verlag, 2002.

U. Bodenhofer. Binary ordering-based modifiers. Proc. 9th Int. Conf. on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2002), volume III, pages 1953-1959, EISA, Université de Savoie, July, 2002.

Customising web applications towards ubiquity - The notion and the issues. March, 2002.

E. Weippl, J. Huber, W. Essmayr. Deployment of XML for data integration of health insurance providers. Technical Report, number SCCH-TR-0219, IDW, 2002.

S. Saminger, R. Mesiar, U. Bodenhofer. Domination of aggregation operators and preservation of transitivity. Internat. J. Uncertainty, Fuzziness, Knowledge-Based Systems, volume 10, pages 11-35, 2002.

M. Hitz, G. Kappel, W. Retschitzegger, W. Schwinger. Ein UML-basiertes Framework zur Modellierung ubiquitärer Web-Anwendungen. Wirtschaftsinformatik, volume 44, number 3, pages 225-235, 2002.

P. Haslinger. Fuzzy classifier systems - A critical review and a new approach. Master thesis, 2002.

M. Drobics. Fuzzy decision trees - induction and deduction. Technical Report, number SCCH-TR-0206, 2002.

G. Steinöcker. Fuzzy genetic programming - offline acquisition of fuzzy rules using variable-length GAs. Master thesis, 2002.

M. Drobics, U. Bodenhofer. Fuzzy modeling with decision trees. Proc. 2002 IEEE Int. Conf. on Systems, Man, and Cybernetics (IEEE SMC'02), IEEE Computer Society, October, 2002.

J. Huber, C. Hawel, E. Weippl, W. Essmayr. Integrating data warehouses versus building a federated data warehouse: A comparison. Technical Report, number SCCH-TR-0218, IDW, 2002.

W. Essmayr, H. Leonhardsberger, S. Probst, W. Stockner, E. Weippl. Qualitative evaluation of authentication approaches for eBanking. Technical Report, number SCCH-TR-0215, 2002.

R. Athale, M. Dragan. Real time programming: Notions and challenges. Technical Report, number SCCH-TR-0204, 2002.

M. Burger, J. Haslinger, U. Bodenhofer, H. Engl. Regularized data-driven construction of fuzzy controllers. Journal of Inverse Ill-Posed Probl, volume 10, number 4, pages 319-344, 2002.

S. Probst, T. Ziebermayr, W. Essmayr. Reusable components for developing security-aware applications. Proc. 18th Annual Computer Security Applications Conf. (ACSAC 2002)., pages 239-248, IEEE Computer Society, December, 2002.

T. Trenker. Secure authentication on mobile devices. Master thesis, 2002.

T. Kutsia. Solving and proving in equational theories with sequence variables and flexible arity symbols. PhD thesis, Johannes Kepler University, May, 2002.

O. Mangisengi, W. Essmayr. State of the art in peer-to-peer knowledge management. Technical Report, number SCCH-TR-0240, 2002.

K. Nakagawa. Supporting user-friendliness in the mathematical software system Theorema. PhD thesis, Johannes Kepler University, April, 2002.

S. Saminger, R. Mesiar, U. Bodenhofer. T-transitivity and domination. February, 2002.

G. Kappel, W. Retschitzegger, E. Kimmerstorfer, B. Pröll, W. Schwinger, T. Hofer. Towards a generic customisation model for ubiquitous web applications. In D. Schwabe, O. Pastor, L. Olsina, G. Rossi (editors), Proc. 2nd Int. Workshop on Web-Oriented Technology (IWWOST2002) in conjunction with ECOOP 2002, pages 79-104, West Project, June, 2002.

C. Artelsmair, P. Lang, E. Weippl, W. Essmayr, R. Wagner. Towards conceptual modeling of security. Technical Report, number SCCH-TR-0220, 2002.

M. Burger, J. Haslinger, U. Bodenhofer. Tuning of fuzzy systems as an ill-posed problem. In M. Anile, V. Capasso, A. Greco (editors), Progress in Industrial Mathematics at ECMI 2000, Mathematics in Industry, volume 1, pages 493-498, Springer, 2002.

A. Finkelstein, A. Savigni, G. Kappel, W. Retschitzegger, E. Kimmerstorfer, B. Pröll, W. Schwinger, T. Hofer, C. Feichtner. Ubiquitous web application development - A framework for understanding. In N. Callaos, L. Hernandez-Encinas, F. Yetim (editors), Proc. 6th World MultiConf. on Systemics, Cybernetics and Informatics (SCI 2002), volume I: Information Systems Development I, pages 431-438, Int. Institute of Informatics and Systems, July, 2002.

T. Kutsia. Unification with sequence variables and flexible arity symbols and its extension with pattern-terms. In J. Calmet, B. Benhamou, O. Caprotti, L. Henocque, V. Sorge (editors), Artificial Intelligence, Automated Reasoning, and Symbolic Computation, Lecture Notes in Artificial Intelligence, volume 2385, pages 290-305, Springer, 2002.

W. Freiseisen, R. Keber, W. Medetz, P. Pau, D. Stelzmüller. Using modelica for testing embedded systems. Proc. 2nd Int. Modelica Conf., pages 195-201, March, 2002.

G. Steinöcker. A C++ library for fuzzy genetic programming. Technical Report, number SCCH-TR-0105, 2001.

W. Essmayr, S. Probst, E. Weippl. A comparison of distributed authorization solutions. In W. Winiwarter, S. Bressan, I. Ibrahim (editors), Proc. 3rd Int. Conf. on Information Integration and Web-Based Applications and Services (iiWAS 2001)., pages 345-356, Österreichische Computer Gesellschaft, September, 2001.

O. Mangisengi, J. Huber, C. Hawel, W. Essmayr. A framework for supporting interoperability of data warehouse islands. Proc. 3rd Int. Conf. on Data Warehousing and Knowledge Discovery (DaWaK'01), pages 328-338, September, 2001.

M. Rosenkranz, T. Jebelean, B. Buchberger. A proof of the irrationality of Sqrt[p]. Technical Report, number SCCH-TR-0172, 2001.

M. Mittendorfer, W. Winiwarter. A simple way of improving traditional IR methods by structuring queries. Proc. IEEE Int. Conf. on Systems, Man, and Cybernetics (IEEE-SMC 2001), pages 951-953, October, 2001.

E. Weippl. An approach to role-based access control for digital content. Proc. Int. Conf. on Information Technology: Coding and Computing (ITCC 2001), pages 290-295, April, 2001.

E. Weippl. An approach to secure distribution of web-based training courses. Proc. Australasian Computer Science Conf. (ACSC 2001), pages 199-205, IEEE Press, January, 2001.

E. Weippl, O. Mangisengi, W. Essmayr, F. Lichtenberger, W. Winiwarter. An authorization model for data warehouses and OLAP. Proc. 20th IEEE Symposium on Reliable Distributed Systems (SRDS'2001), pages 9-13, October, 2001.

F. Kossak, W. Essmayr, W. Winiwarter. Applicability of HCI research to e-government applications. Proc. 9th European Conf. on Information Systems (ECIS 2001), pages 957-968, June, 2001.

G. Gökler, J. Haslinger. Calculus with matrices. Technical Report, number SCCH-TR-0141, 2001.

M. Navara, U. Bodenhofer. Compactness of fuzzy logics. 2nd Int. ICSC-NAISO Congress on Computational Intelligence: Methods and Applications (CIMA 2001), pages 654-657, June, 2001.

E. Weippl. Countermeasures against security breaches in web-based training environments. Proc. World Conf. on Educational Multimedia, Hypermedia, and Telecommunication (ED-MEDIA'2001), pages 2019-2024, June, 2001.

G. Kappel, W. Retschitzegger, W. Schwinger. Customization design - model, notation and tool architecture. Technical Report, number SCCH-TR-0180, 2001.

M. Drobics, U. Bodenhofer, W. Winiwarter, E. Klement. Data mining using synergies between self-organizing maps and inductive learning of fuzzy rules. Proc. Joint 9th IFSA World Congress and 20th NAFIPS Int. Conf. (IFSA-NAFIPS 2001), pages 1780-1785, July, 2001.

J. Haslinger, U. Bodenhofer, M. Burger. Data-driven construction of sugeno controllers: Analytical aspects and new numerical methods. Proc. Joint 9th IFSA World Congress and 20th NAFIPS Int. Conf. (IFSA-NAFIPS 2001), pages 239-244, July, 2001.

E. Weippl. Database agents: Virtually integrating autonomous databases. Technical Report, number SCCH-TR-0177, 2001.

U. Bodenhofer, J. Küng. Enriching vague queries by fuzzy orderings. Proc. 2nd Int. Conf. in Fuzzy Logic and Technology (EUSFLAT 2001), pages 360-364, September, 2001.

M. Mittendorfer, G. Nikfeld, W. Winiwarter. Evaluation of intelligent component technologies for VoiceXML applications. Technical Report, number SCCH-TR-0157, 2001.

M. Mittendorfer, W. Winiwarter. Experiments with the use of syntactic analysis in information retrieval. Proc. 6th Int. Workshop on Natural Language for Information Systems (NLDB 01), pages 37-44, June, 2001.

S. Probst, T. Ziebermayr, E. Weippl. GAMMA: A framework for access control. Technical Report, number SCCH-TR-0178, 2001.

U. Bodenhofer, E. Klement. Genetic optimization of fuzzy classification systems — A case study. In B. Reusch, K. Temme (editors), Computational Intelligence in Theory and Practice, Advances in Soft Computing Series, pages 183-200, Physica-Verlag, 2001.

E. Weippl, H. Lohninger. Knowledge landscapes: VR interface for web-based training knowledge bases. In H. Kangassalo, H. Jaakkola, E. Kawaguchi (editors), Information Modelling and Knowledge Bases XII, pages 271-274, IOS Press, 2001.

R. Athale. Matrix predicates. Technical Report, number SCCH-TR-0142, 2001.

G. Kappel, B. Pröll, W. Retschitzegger, W. Schwinger, T. Hofer. Modeling ubiquitous web applications - A comparison of approaches. In W. Winiwarter, S. Bressan, I. Ibrahim (editors), Proc. 3rd Int. Conf. on Information Integration and Web-Based Applications and Services (iiWAS 2001), pages 163-174, September, 2001.

T. Hofer. Modelling customisable web applications with WUML. Master thesis, 2001.

W. Essmayr, S. Probst, E. Weippl. Role-based access controls: Status, dissemination, and prospects for generic security mechanisms. Technical Report, number SCCH-TR-0118, 2001.

E. Weippl. Security Models for eLearning. In E. Riedling (editor), Vienna Int. Workshop in Distance Education and Training (ViewDet 2001), pages 65-72, Institute for Industrial Electronics and Material Science, 2001.

U. Bodenhofer. Similarity-based fuzzy orderings: A comprehensive overview. Proc. EUROFUSE 2001 Workshop on Preference Modelling and Applications (EUROFUSE 2001), pages 21-27, April, 2001.

F. Kossak. Some ideas for mathematical knowledge management software. Technical Report, number SCCH-TR-0124, 2001.

W. Essmayr, H. Leonhardsberger, S. Probst, W. Stockner, E. Weippl. State-of-the-art of authentication for eBanking. Technical Report, number SCCH-TR-0214, 2001.

R. Sprengseis, J. Huber, D. Auer, W. Winiwarter. Technologien für Wissensmanagement im Krankenversicherungsbereich. 1. Konferenz "Professionelles Wissensmanagement Erfahrungen und Visionen (WM'2001), pages 434-441, March, 2001.

A. Finkelstein, A. Savigni, G. Kappel, W. Retschitzegger, W. Schwinger, C. Feichtner. Ubiquitous web application development - A framework of understanding. Technical Report, number SCCH-TR-145, -0179, 2001.

U. Bodenhofer. A general framework for ordering fuzzy alternatives with respect to fuzzy orderings. Proc. 8th Int. Conf. on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2000), volume II, pages 1071-1077, July, 2000.

D. Auer, H. Dobler. A model for the migration to object-oriented software development with special emphasis on improvement of acceptance. Proc. 37th Int. Conf. on Technology of Object-Oriented Languages and Systems (TOOLS-PACIFIC 2000)., pages 132-143, November, 2000.

T. Weiler. A model of an automated decision making process. Technical Report, number SCCH-TR-0068, 2000.

M. Drobics. Advanced fuzzy clustering. Technical Report, number SCCH-TR-0071, 2000.

M. Mittendorfer. Automatic generation of resources for information retrieval from a semi-formal dictionary. Technical Report, number SCCH-TR-0073, 2000.

E. Blurock. Characterising complex reaction mechanisms using machine learning clustering techniques. Technical Report, number SCCH-TR-0072, 2000.

E. Weippl. Coimbra: Secure web access to multimedia content. Proc. ACM Multimedia Workshop on Multimedia and Security 2000, pages 145-148, October, 2000.

U. Bodenhofer. Genetic algorithms: Theory and applications. Technical Report, number SCCH-TR-0019, 2000.

W. Essmayr, E. Weippl. Identity mapping: An approach to unravel enterprise security management policies. Proc. 16th IFIP World Computer Congress (WCC'2000), pages 79-88, August, 2000.

I. Khalil Ibrahim, E. Weippl, W. Winiwarter. Information mediation agents for data integration. Technical Report, number SCCH-TR-0078, 2000.

O. Mangisengi, J. Huber, C. Hawel, W. Essmayr. Integration issues for heterogeneous, distributed, and autonomous data warehouses. Technical Report, number SCCH-TR-0075, IDW, 2000.

M. Drobics, W. Winiwarter, U. Bodenhofer. Interpretation of self-organizing maps with fuzzy rules. Proc. 12th IEEE Int.l Conf. on Tools with Artificial Intelligence (ICTAI 2000), pages 304-311, November, 2000.

G. Kappel, W. Retschitzegger, W. Schwinger. Modeling customizable web applications. Proc. 2000 Kyoto Int. Conf. on Digital Libraries: Research and Practice, pages 168-179, November, 2000.

M. De Cock, U. Bodenhofer. Modelling linguistic expressions using fuzzy relations. Proc. 6th Int. Conf. on Soft Computing (IIZUKA 2000), pages 353-360, October, 2000.

J. Haslinger, U. Bodenhofer. Numerical optimization of fuzzy systems. Technical Report, number SCCH-TR-0009, 2000.

R. Richter, H. Wahl. Object oriented representation of t-norms and fuzzy membership functions. Technical Report, number SCCH-TR-0067, 2000.

U. Bodenhofer. Representations and constructions of strongly linear fuzzy orderings. Proc. 1999 Joint EUSFLAT/ESTYLF Conf. (EUSFLAT/ESTYLF 99), pages 215-218, September, 2000.

J. Haslinger, M. Mittendorfer. scchDSPlib - An object oriented digital signal processing library. Technical Report, number SCCH-TR-0002, 2000.

J. Huber. State-of-the-art in data warehousing and OLAP technology. Technical Report, number SCCH-TR-0035, 2000.

D. Auer. State-of-the-Art in intranet technology. Technical Report, number SCCH-TR-0003, 2000.

W. Freiseisen, R. Keber, W. Medetz, D. Stelzmüller. Testing PLC programs with modelica. Proc. 1st Int. Modelica Workshop, October, 2000.

P. Haslinger. The learning classifier system class architecture. Technical Report, number SCCH-TR-0070, 2000.

U. Bodenhofer, P. Bauer. Towards an axiomatic treatment of "interpretability". Proc. 6th Int. Conf. on Soft Computing (IIZUKA 2000), pages 334-339, October, 2000.

W. Schwinger, W. Retschitzegger. Towards modeling of data web applications - A requirements' perspective. Proc. Americans Conf. on Information Systems (AMCIS 2000), volume I, pages 149 - 155, August, 2000.

D. Auer, E. Weippl, W. Essmayr. Using web technology to improve health insurance services. In H. Jasper, J. Küng, G. Vossen (editors), Informationssysteme für E-Commerce, Schriftenreihe Informatik, pages 261–276, Universitätsverlag Rudolf Trauner, 2000.

W. Essmayr, E. Weippl. Replication in highly distributed databases: A taxonomy and practical considerations. Technical Report, number SCCH-TR-9902, 1999.

U. Bodenhofer. The construction of ordering-based modifiers. In G. Brewka, R. Der, S. Gottwald, A. Schierwagen (editors), Fuzzy-Neuro Systems 99, pages 55-62, Leipziger Universitätsverlag, 1999.