Publikationen
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.
S. Vora, M. Shahriari Shourabi, S. Thomopoulos, L. Fischer, T. Hoch. A scoring algorithm for abnormal passenger behavior in border-crossing areas. In H. Bouma, R. Prabhu, R. Stokes, Y. Yitzhaky (editors), Proceedings SPIE, Counterterrorism, Crime Fighting, Forensics, and Surveillance Technologies IV, volume 11542, pages 1154206, DOI 10.1117/12.2573963, October, 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.
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.
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.
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.
M. Shahriari Shourabi, D. Pardo, J. Rivera, C. Torres‐Verdín, A. Picon, J. Del Ser, S. Ossandón, V. Calo. Error control and loss functions for the deep learning inversion of borehole resistivity measurements. International Journal for Numerical Methods in Engineering, pages online first, DOI: 10.1002/nme.6593, November, 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.
G. Hübscher, V. Geist, D. Auer, N. Hübscher, J. Küng. Integration of knowledge and task management in an evolving, communication-intensive. In M. Indrawan-Santiago, E. Pardede, I. Salvadori, M. Steinbauer, I. Khalil, G. Kotsis (editors), Proceedings of the 22nd International Conference on Information Integration and Web-based Applications & Services (iiWAS2020), pages 407-416, DOI 10.1145/3428757.3429260, ACM, November, 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.
Proceedings 2020 IEEE 22nd Conference on Business Informatics (CBI 2020). In W. Guédria, H. Proper, J. Verelst, S. Hacks, F. Timm, K. Sandkuhl, M. Fellmann, G. Serapiao, M. Payan, M. Komarov, S. Maltseva, R. Uskenbayeva, D. Nazarov, M. Ge, M. Helfert, L. Ehrlinger (editors), DOI 10.1109/CBI49978.2020, IEEE, June, 2020.
L. Ehrlinger, C. Lettner, J. Himmelbauer. Tackling semantic shift in industrial streaming data over time. In M. Crowe, L. Ehrlinger, F. Laux, A. Schmidt (editors), Proceedings of the 12th International Conference on Advances in Databases, Knowledge, and Data Applications (DBKDA 2020), pages 36-39, IARIA, October, 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.
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.
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.
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.
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.
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.
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.
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. 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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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. 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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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, 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.
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. 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.
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.
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