Publications

73 entries « 2 of 2 »

2015

23.

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

Cinema Data Mining: The Smell of Fear Proceedings Article

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 | PlumX | Tags: atmospheric chemistry, breath analysis, causality, cheminformatics, cinema data mining, data mining, emotional response analysis, movie analysis, smell of fear, sof, time series

22.

Tyukin, Andrey; Kramer, Stefan; Wicker, Jörg

Scavenger – A Framework for the Efficient Evaluation of Dynamic and Modular Algorithms Proceedings Article

In: Bifet, Albert; May, Michael; Zadrozny, Bianca; Gavalda, Ricard; Pedreschi, Dino; Cardoso, Jaime; Spiliopoulou, Myra (Ed.): Machine Learning and Knowledge Discovery in Databases, pp. 325-328, Springer International Publishing, 2015, ISBN: 978-3-319-23460-1.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: autoencoders, distributed processing, framework, large-scale, Scavenger

21.

Benedik, Blaž; Taškova, Katerina; Tavčar, Jože; Duhovnik, Jože

Prediction of vacuum cleaner motor brush life: a regression approach Journal Article

In: IET Electric Power Applications, vol. 9, no. 9, pp. 569-577, 2015.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: brushes, carbon brush wear modelling, domestic appliances, dominant wear mechanism, electric motors, energy saving, field theory, motor design reliability, multiple regression analysis, vacuum cleaner motor brush life prediction, wear

20.

Dietzen, Matthias; Kalinina, Olga V.; Taškova, Katerina; Kneissl, Benny; Hildebrandt, Anna-Katharina; Jaenicke, Elmar; Decker, Heinz; Lengauer, Thomas; Hildebrandt, Andreas

Large oligomeric complex structures can be computationally assembled by efficiently combining docked interfaces Journal Article

In: Proteins: Structure, Function, and Bioinformatics, vol. 83, no. 10, pp. 1887-1899, 2015.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: 3D-MOSAIC, complex match score, macromolecular assembly, protein–protein interactions, structural modeling, transformation match score

19.

Šilc, Jurij; Taškova, Katerina; Korošec, Peter

Data mining-assisted parameter tuning of a search algorithm Journal Article

In: Informatica, vol. 39, no. 2, 2015.

Abstract | Links | BibTeX | Tags: data mining

2014

18.

Tyukin, Andrey; Kramer, Stefan; Wicker, Jörg

BMaD — A Boolean Matrix Decomposition Framework Proceedings Article

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 | PlumX | Tags: Boolean matrix decomposition, data mining, framework

2013

17.

Wicker, Jörg

Large Classifier Systems in Bio- and Cheminformatics PhD Thesis

Technische Universität München, 2013.

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

2012

16.

Wicker, Jörg; Pfahringer, Bernhard; Kramer, Stefan

Multi-label Classification Using Boolean Matrix Decomposition Proceedings Article

In: Proceedings of the 27th Annual ACM Symposium on Applied Computing, pp. 179–186, ACM, 2012, ISBN: 978-1-4503-0857-1.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: associations, Boolean matrix decomposition, machine learning, multi-label classification

15.

Čerepnalkoski, Darko; Taškova, Katerina; Todorovski, Ljupčo; Atanasova, Nataša; Džeroski, Sašo

The influence of parameter fitting methods on model structure selection in automated modeling of aquatic ecosystems Journal Article

In: Ecological Modelling, vol. 245, pp. 136-165, 2012, ISSN: 0304-3800, (7th European Conference on Ecological Modelling (ECEM)).

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: Aquatic ecosystems, Dynamical systems, Equation discovery, Meta-heuristic optimization, Parameter estimation, Process-based modeling

14.

Taskova, Katerina; Šilc, Jurij; Atanasova, Nataša; Džeroski, Sašo

Parameter estimation in a nonlinear dynamic model of an aquatic ecosystem with meta-heuristic optimization Journal Article

In: Ecological Modelling, vol. 226, pp. 36-61, 2012, ISSN: 0304-3800.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: Aquatic ecosystems, Least-squares estimation, Meta-heuristic optimization, Ordinary differential equations, Parameter estimation

13.

Taškova, Katerina

Parameter Identification in Nonlinear Dynamic Systems with Meta-heuristic Approaches PhD Thesis

2012.

Abstract | BibTeX | Tags:

2011

12.

Taskova, Katerina; Korošec, Peter; Šilc, Jurij; Džeroski, Sašo

Parameter estimation with bio-inspired meta-heuristic optimization: modeling the dynamics of endocytosis Journal Article

In: BMC Systems Biology, vol. 5, iss. 1, pp. 1752-0509, 2011.

Links | BibTeX | Altmetric | PlumX | Tags: machine learning, Parameter estimation

11.

Taskova, Katerina; Korošec, Peter; Šilc, Jurij

A distributed multilevel ant-colony algorithm for the multi-way graph partitioning Journal Article

In: International Journal of Bio-Inspired Computation, vol. 3, no. 5, pp. 286-296, 2011.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags:

2010

10.

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, vol. 2, no. 1, pp. 7, 2010, ISSN: 1758-2946.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: cheminformatics, computational sustainability, data mining, machine learning, REST, toxicity

9.

Wicker, Jörg; Fenner, Kathrin; Ellis, Lynda; Wackett, Larry; Kramer, Stefan

Predicting biodegradation products and pathways: a hybrid knowledge- and machine learning-based approach Journal Article

In: Bioinformatics, vol. 26, no. 6, pp. 814-821, 2010.

Abstract | Links | BibTeX | Altmetric | PlumX | Tags: biodegradation, cheminformatics, computational sustainability, enviPath, machine learning, metabolic pathways

8.

Wicker, Jörg; Richter, Lothar; Kramer, Stefan

SINDBAD and SiQL: Overview, Applications and Future Developments Book Section

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 | PlumX | Tags: data mining, inductive databases, machine learning, query languages

7.

Korošec, Peter; Taskova, Katerina; Šilc, Jury

The differential Ant-Stigmergy Algorithm for large-scale global optimization Proceedings Article

In: IEEE Congress on Evolutionary Computation, pp. 1-8, 2010.

Links | BibTeX | Altmetric | PlumX | Tags:

6.

Taškova, Katerina; Korošec, Peter; Šilc, Jurij

A Distributed Multilevel Ant-Colony Approach for Finite Element Mesh Decomposition Proceedings Article

In: Wyrzykowski, Roman; Dongarra, Jack; Karczewski, Konrad; Wasniewski, Jerzy (Ed.): Parallel Processing and Applied Mathematics, pp. 398–407, Springer Berlin Heidelberg, Berlin, Heidelberg, 2010, ISBN: 978-3-642-14403-5.

Abstract | BibTeX | Tags:

2008

5.

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

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

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 | PlumX | Tags: data mining, inductive databases, machine learning, query languages

4.

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

An Inductive Database and Query Language in the Relational Model Proceedings Article

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 | PlumX | Tags: data mining, inductive databases, machine learning, query languages

3.

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

SINDBAD SAILS: A Service Architecture for Inductive Learning Schemes Proceedings Article

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

2.

Wicker, Jörg; Fenner, Kathrin; Ellis, Lynda; Wackett, Larry; Kramer, Stefan

Machine Learning and Data Mining Approaches to Biodegradation Pathway Prediction Proceedings Article

In: Bridewell, Will; Calders, Toon; Medeiros, Ana Karla; Kramer, Stefan; Pechenizkiy, Mykola; Todorovski, Ljupco (Ed.): Proceedings of the Second International Workshop on the Induction of Process Models at ECML PKDD 2008, 2008.

Links | BibTeX | Tags: biodegradation, cheminformatics, computational sustainability, enviPath, machine learning, metabolic pathways

2006

1.

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 Proceedings Article

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

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

73 entries « 2 of 2 »