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2018

1.

Stönner, Christof; Edtbauer, Achim; Derstorff, Bettina; Bourtsoukidis, Efstratios; Klüpfel, Thomas; Wicker, Jörg; Williams, Jonathan

Proof of concept study: Testing human volatile organic compounds as tools for age classification of films Journal Article

In: PLOS One, 13 (10), pp. 1-14, 2018.

Abstract | Links | BibTeX | Altmetric | Tags: application, atmospheric chemistry, breath analysis, cinema data mining, data mining, emotional response analysis, machine learning, movie analysis, smell of fear, sof, time series

2017

2.

Latino, Diogo; Wicker, Jörg; Gütlein, Martin; Schmid, Emanuel; Kramer, Stefan; Fenner, Kathrin

Eawag-Soil in enviPath: a new resource for exploring regulatory pesticide soil biodegradation pathways and half-life data Journal Article

In: Environmental Science: Process & Impact, 2017.

Abstract | Links | BibTeX | Altmetric | Tags: application, biodegradation, cheminformatics, data mining, enviPath, multi-label classification, REST, web services

2016

3.

Wicker, Jörg; Lorsbach, Tim; Gütlein, Martin; Schmid, Emanuel; Latino, Diogo; Kramer, Stefan; Fenner, Kathrin

enviPath - The Environmental Contaminant Biotransformation Pathway Resource Journal Article

In: Nucleic Acid Research, 44 (D1), pp. D502-D508, 2016.

Abstract | Links | BibTeX | Altmetric | Tags: application, biodegradation, cheminformatics, computational sustainability, data mining, enviPath, linked data, machine learning, metabolic pathways, multi-label classification

4.

Raza, Atif; Wicker, Jörg; Kramer, Stefan

Trading Off Accuracy for Efficiency by Randomized Greedy Warping Inproceedings

In: Proceedings of the 31st Annual ACM Symposium on Applied Computing, pp. 883-890, ACM, New York, NY, USA, 2016, ISBN: 978-1-4503-3739-7.

Abstract | Links | BibTeX | Altmetric | Tags: data mining, dynamic time warping, time series

5.

Williams, Jonathan; Stönner, Christof; Wicker, Jörg; Krauter, Nicolas; Derstorff, Bettina; Bourtsoukidis, Efstratios; Klüpfel, Thomas; Kramer, Stefan

Cinema audiences reproducibly vary the chemical composition of air during films, by broadcasting scene specific emissions on breath Journal Article

In: Scientific Reports, 6 , 2016.

Abstract | Links | BibTeX | Altmetric | Tags: application, atmospheric chemistry, causality, cheminformatics, data mining, emotional response analysis, smell of fear, sof

2015

6.

Wicker, Jörg; Krauter, Nicolas; Derstorff, Bettina; Stönner, Christof; Bourtsoukidis, Efstratios; Klüpfel, Thomas; Williams, Jonathan; Kramer, Stefan

Cinema Data Mining: The Smell of Fear Inproceedings

In: Proceedings of the 21st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 1235-1304, ACM ACM, New York, NY, USA, 2015, ISBN: 978-1-4503-3664-2.

Abstract | Links | BibTeX | Altmetric | Tags: application, atmospheric chemistry, breath analysis, causality, cinema data mining, data mining, emotional response analysis, movie analysis, smell of fear, sof, time series

2014

7.

Tyukin, Andrey; Kramer, Stefan; Wicker, Jörg

BMaD -- A Boolean Matrix Decomposition Framework Inproceedings

In: Calders, Toon; Esposito, Floriana; Hüllermeier, Eyke; Meo, Rosa (Ed.): Machine Learning and Knowledge Discovery in Databases, pp. 481-484, Springer Berlin Heidelberg, 2014, ISBN: 978-3-662-44844-1.

Abstract | Links | BibTeX | Altmetric | Tags: Boolean matrix decomposition, data mining, framework

2013

8.

Wicker, Jörg

Large Classifier Systems in Bio- and Cheminformatics PhD Thesis

Technische Universität München, 2013.

Abstract | Links | BibTeX | Tags: application, biodegradation, bioinformatics, cheminformatics, data mining, enviPath, machine learning, multi-label classification, multi-relational learning, toxicity

2010

9.

Hardy, Barry; Douglas, Nicki; Helma, Christoph; Rautenberg, Micha; Jeliazkova, Nina; Jeliazkov, Vedrin; Nikolova, Ivelina; Benigni, Romualdo; Tcheremenskaia, Olga; Kramer, Stefan; Girschick, Tobias; Buchwald, Fabian; Wicker, Jörg; Karwath, Andreas; Gütlein, Martin; Maunz, Andreas; Sarimveis, Haralambos; Melagraki, Georgia; Afantitis, Antreas; Sopasakis, Pantelis; Gallagher, David; Poroikov, Vladimir; Filimonov, Dmitry; Zakharov, Alexey; Lagunin, Alexey; Gloriozova, Tatyana; Novikov, Sergey; Skvortsova, Natalia; Druzhilovsky, Dmitry; Chawla, Sunil; Ghosh, Indira; Ray, Surajit; Patel, Hitesh; Escher, Sylvia

Collaborative development of predictive toxicology applications Journal Article

In: Journal of Cheminformatics, 2 (1), pp. 7, 2010, ISSN: 1758-2946.

Abstract | Links | BibTeX | Altmetric | Tags: application, cheminformatics, data mining, machine learning, REST, toxicity

10.

Wicker, Jörg; Richter, Lothar; Kramer, Stefan

SINDBAD and SiQL: Overview, Applications and Future Developments Incollection

In: Džeroski, Sašo; Goethals, Bart; Panov, Panče (Ed.): Inductive Databases and Constraint-Based Data Mining, pp. 289-309, Springer New York, 2010, ISBN: 978-1-4419-7737-3.

Abstract | Links | BibTeX | Altmetric | Tags: data mining, inductive databases, machine learning, query languages

2008

11.

Wicker, Jörg; Richter, Lothar; Kessler, Kristina; Kramer, Stefan

SINDBAD and SiQL: An Inductive Database and Query Language in the Relational Model Inproceedings

In: Daelemans, Walter; Goethals, Bart; Morik, Katharina (Ed.): Machine Learning and Knowledge Discovery in Databases, pp. 690-694, Springer Berlin Heidelberg, 2008, ISBN: 978-3-540-87480-5.

Abstract | Links | BibTeX | Altmetric | Tags: data mining, inductive databases, machine learning, query languages

12.

Richter, Lothar; Wicker, Jörg; Kessler, Kristina; Kramer, Stefan

An Inductive Database and Query Language in the Relational Model Inproceedings

In: Proceedings of the 11th International Conference on Extending Database Technology: Advances in Database Technology, pp. 740–744, ACM, 2008, ISBN: 978-1-59593-926-5.

Abstract | Links | BibTeX | Altmetric | Tags: data mining, inductive databases, machine learning, query languages

13.

Wicker, Jörg; Brosdau, Christoph; Richter, Lothar; Kramer, Stefan

SINDBAD SAILS: A Service Architecture for Inductive Learning Schemes Inproceedings

In: Proceedings of the First Workshop on Third Generation Data Mining: Towards Service-Oriented Knowledge Discovery, 2008.

Abstract | Links | BibTeX | Tags: data mining, inductive databases, machine learning, query languages

2006

14.

Kramer, Stefan; Aufschild, Volker; Hapfelmeier, Andreas; Jarasch, Alexander; Kessler, Kristina; Reckow, Stefan; Wicker, Jörg; Richter, Lothar

Inductive Databases in the Relational Model: The Data as the Bridge Inproceedings

In: Bonchi, Francesco; ç, Jean-Fran (Ed.): Knowledge Discovery in Inductive Databases, pp. 124-138, Springer Berlin Heidelberg, 2006, ISBN: 978-3-540-33292-3.

Abstract | Links | BibTeX | Altmetric | Tags: data mining, inductive databases, machine learning, query languages