Werner Dubitzky
According to our database1,
Werner Dubitzky
authored at least 84 papers
between 1995 and 2024.
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Bibliography
2024
A data- and knowledge-driven framework for developing machine learning models to predict soccer match outcomes.
Mach. Learn., October, 2024
2021
2019
Mach. Learn., 2019
Int. J. Data Sci. Anal., 2019
2017
Int. J. Data Sci. Anal., 2017
On the Jeffreys-Lindley Paradox and the Looming Reproducibility Crisis in Machine Learning.
Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017
2016
Int. J. Comput. Biol. Drug Des., 2016
MultiGrain/MAPPER: A distributed multiscale computing approach to modeling and simulating gene regulation networks.
Future Gener. Comput. Syst., 2016
2014
Guest Editorial: Data Mining in Bioinformatics, Biomedicine, and Healthcare Informatics.
IEEE J. Biomed. Health Informatics, 2014
The Influence of Network Topology on Reverse-engineering of Gene-regulatory Networks.
Proceedings of the International Conference on Computational Science, 2014
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
2013
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 2013
2012
Proceedings of the Bisociative Knowledge Discovery, 2012
Proceedings of the Bisociative Knowledge Discovery, 2012
An Efficient Method for Modeling Kinetic Behavior of Channel Proteins in Cardiomyocytes.
IEEE ACM Trans. Comput. Biol. Bioinform., 2012
2010
P-found: Grid-enabling distributed repositories of protein folding and unfolding simulations for data mining.
Future Gener. Comput. Syst., 2010
Comparative study of three commonly used continuous deterministic methods for modeling gene regulation networks.
BMC Bioinform., 2010
2009
Proceedings of the Computational Science, 2009
A standard-compliant global map of the bile acid/xenobiotic signaling network: Construction and automated query processing.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2009
2008
Grid-enabling data mining applications with DataMiningGrid: An architectural perspective.
Future Gener. Comput. Syst., 2008
Grid Computing Solutions for Distributed Repositories of Protein Folding and Unfolding Simulations.
Proceedings of the Computational Science, 2008
Proceedings of the Computational Science, 2008
Proceedings of the Computational Science, 2008
Proceedings of the Algorithms and Architectures for Parallel Processing, 2008
Grid-enabling complex system applications with QosCosGrid: An architectural perspective.
Proceedings of the 2008 International Conference on Grid Computing & Applications, 2008
2007
Deactivation of Src Family Kinases: Hypothesis Testing Using a Monte Carlo Sensitivity Analysis of Systems-Level Properties.
J. Comput. Biol., 2007
Future Gener. Comput. Syst., 2007
Modeling biochemical transformation processes and information processing with Narrator.
BMC Bioinform., 2007
Proceedings of the Grid Computing for Bioinformatics and Computational Biology, 2007
2006
Text mining of full-text journal articles combined with gene expression analysis reveals a relationship between sphingosine-1-phosphate and invasiveness of a glioblastoma cell line.
BMC Bioinform., 2006
BMC Bioinform., 2006
Computational methodologies for modelling, analysis and simulation of signalling networks.
Briefings Bioinform., 2006
Briefings Bioinform., 2006
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006
Proceedings of the Knowledge Discovery in Life Science Literature, 2006
Proceedings of the Biological and Medical Data Analysis, 7th International Symposium, 2006
Proceedings of the Proceedings 14th International Conference on Intelligent Systems for Molecular Biology 2006, 2006
Proceedings of the Artificial Intelligence in Theory and Practice, 2006
Proceedings of the 2006 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2006
2005
Survival Trees for Analyzing Clinical Outcome in Lung Adenocarcinomas Based on Gene Expression Profiles: Identification of Neogenin and Diacylglycerol Kinase Expression as Critical Factors.
J. Comput. Biol., 2005
Focal Activity in Simulated LQT2 Models at Rapid Ventricular Pacing: Analysis of Cardiac Electrical Activity Using Grid-Based Computation.
Proceedings of the Biological and Medical Data Analysis, 6th International Symposium, 2005
A Grid Infrastructure for Text Mining of Full Text Articles and Creation of a Knowledge Base of Gene Relations.
Proceedings of the Biological and Medical Data Analysis, 6th International Symposium, 2005
Three-Dimension Model for Developing a Nutrition, Lifestyle and Health Database.
Proceedings of The 2005 International Conference on Information and Knowledge Engineering, 2005
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
Modeling gene-regulatory networks using evolutionary algorithms and distributed computing.
Proceedings of the 5th International Symposium on Cluster Computing and the Grid (CCGrid 2005), 2005
Proceedings of the 5th International Symposium on Cluster Computing and the Grid (CCGrid 2005), 2005
2004
A Service-Centric Perspective for Data Mining in Complex Problem Solving Environments.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2004
OpenMolGRIND: Molecular Science and Engineering in a Grid Context.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2004
Text Mining of Full Text Articles and Creation of a Knowledge Base for Analysis of Microarray Data.
Proceedings of the Knowledge Exploration in Life Science Informatics, 2004
Proceedings of the Database and Expert Systems Applications, 15th International Conference, 2004
2003
Multiclass Cancer Classification Using Gene Expression Profiling and Probabilistic Neural Networks.
Proceedings of the 8th Pacific Symposium on Biocomputing, 2003
Filtering Nonlinear Intensity Dependencies in cDNA Microarray Experiments.
Proceedings of the International Conference on Artificial Intelligence, 2003
Towards and Intelligent Data Type for Toxicity.
Proceedings of the International Conference on Artificial Intelligence, 2003
A Probabilistic Neural Network for Gene Selection and Classification of Microarray Data.
Proceedings of the International Conference on Artificial Intelligence, 2003
Proceedings of the 3rd IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2003), 2003
2001
A Genetic Algorithm and Growing Cell Structure Approach to Learning Case Retrieval Structures.
Proceedings of the Soft Computing in Case Based Reasoning, 2001
2000
IEEE Trans. Syst. Man Cybern. Part B, 2000
Knowl. Eng. Rev., 2000
1999
IEEE Trans. Biomed. Eng., 1999
Towards Automated Case Knowledge Discovery in the M<sup>2</sup> Case-Based Reasoning System.
Knowl. Inf. Syst., 1999
Predicting coronary disease risk based on short-term RR interval measurements: a neural network approach.
Artif. Intell. Medicine, 1999
A Lattice Machine Approach to Automated Casebase Design: Marrying Lazy and Eager Learning.
Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, 1999
A MOPR-based genetic algorithm for a class of job-shop scheduling problem.
Proceedings of the Computers and Their Applications (CATA-99), 1999
Software for recording auditory brainstem potentials using standard multimedia hardware.
Proceedings of the Computers and Their Applications (CATA-99), 1999
On local and global feature weight discovery for case-based reasoning.
Proceedings of the Computers and Their Applications (CATA-99), 1999
1997
PhD thesis, 1997
Proceedings of the UAI '97: Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence, 1997
Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, 1997
How Similar is VERY YOUNG to 43 Years of Age? On the Representation and Comparison of Polymorphic Properties.
Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, 1997
1996
Proceedings of the Advances in Case-Based Reasoning, Third European Workshop, 1996
1995
Proceedings of the 2nd New Zealand Two-Stream International Conference on Artificial Neural Networks and Expert Systems (ANNES '95), 1995