Werner Dubitzky

91 papers A* 2A 1B 4C 4Misc 12Journal 40Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Guest editorial: special issue on machine learning in soccer. Mach. Learn. Daniel Berrar, Jesse Davis, Philippe Lopes, Werner Dubitzky
2024	J	`jnl`	A data- and knowledge-driven framework for developing machine learning models to predict soccer match outcomes. Mach. Learn. Daniel Berrar, Philippe Lopes, Werner Dubitzky
2021	J	`jnl`	Deep learning in bioinformatics and biomedicine. Briefings Bioinform. Daniel Berrar, Werner Dubitzky
2019	J	`jnl`	Guest editorial: special issue on machine learning for soccer. Mach. Learn. Daniel Berrar, Philippe Lopes, Jesse Davis, Werner Dubitzky
2019	J	`jnl`	Incorporating domain knowledge in machine learning for soccer outcome prediction. Mach. Learn. Daniel Berrar, Philippe Lopes, Werner Dubitzky
2019	J	`jnl`	Should significance testing be abandoned in machine learning? Int. J. Data Sci. Anal. Daniel Berrar, Werner Dubitzky
2019	J	`jnl`	The Open International Soccer Database for machine learning. Mach. Learn. Werner Dubitzky, Philippe Lopes, Jesse Davis, Daniel Berrar
2017	J	`jnl`	Caveats and pitfalls in crowdsourcing research: the case of soccer referee bias. Int. J. Data Sci. Anal. Daniel P. Berrar, Philippe Lopes, Werner Dubitzky
2017	B	`conf`	On the Jeffreys-Lindley Paradox and the Looming Reproducibility Crisis in Machine Learning. DSAA Daniel P. Berrar, Werner Dubitzky
2016	J	`jnl`	A two-stage inference algorithm for gene regulation network models. Int. J. Comput. Biol. Drug Des. Alexandru E. Mizeranschi, Huiru Zheng, Paul Thompson, Werner Dubitzky
2016	J	`jnl`	Computational Systems Biomedicine. Briefings Bioinform. Werner Dubitzky
2016	J	`jnl`	MultiGrain/MAPPER: A distributed multiscale computing approach to modeling and simulating gene regulation networks. Future Gener. Comput. Syst. Alexandru E. Mizeranschi, Martin T. Swain, Raluca Scona, Quentin Fazilleau, Bartosz Bosak, Tomasz Piontek, Piotr Kopta, Paul Thompson, Werner Dubitzky
2014	—	`ed.`	2014 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2014, Belfast, United Kingdom, November 2-5, 2014 BIBM Huiru Jane Zheng, Werner Dubitzky, Xiaohua Hu, Jin-Kao Hao, Daniel P. Berrar, Kwang-Hyun Cho, Yadong Wang, David R. Gilbert
2014	—	`conf`	A multi-model reverse-engineering algorithm for large gene regulation networks. BIBM Alexandru E. Mizeranschi, Paul Thompson, Huiru Zheng, Werner Dubitzky
2014	J	`jnl`	Guest Editorial: Data Mining in Bioinformatics, Biomedicine, and Healthcare Informatics. IEEE J. Biomed. Health Informatics Jean X. Gao, Werner Dubitzky
2014	Misc	`conf`	The Influence of Network Topology on Reverse-engineering of Gene-regulatory Networks. ICCS Alexandru E. Mizeranschi, Noel Kennedy, Paul Thompson, Huiru Zheng, Werner Dubitzky
2013	J	`jnl`	Corporate Evidential Decision Making in Performance Prediction Domains CoRR Alex G. Büchner, Werner Dubitzky, Alfons Schuster, Philippe Lopes, Peter G. O'Donoghue, John G. Hughes, David A. Bell, Kenny Adamson, John A. White, John M. C. C. Anderson, Maurice D. Mulvenna
2013	C	`conf`	Reverse engineering of gene regulation models from multi-condition experiments. CIBCB Noel Kennedy, Alexandru E. Mizeranschi, Paul Thompson, Huiru Zheng, Werner Dubitzky
2012	J	`jnl`	An Efficient Method for Modeling Kinetic Behavior of Channel Proteins in Cardiomyocytes. IEEE ACM Trans. Comput. Biol. Bioinform. Chong Wang, Peter Beyerlein, Heike Pospisil, Antje Krause, Chris D. Nugent, Werner Dubitzky
2012	—	`ch.`	Bisociative Exploration of Biological and Financial Literature Using Clustering. Bisociative Knowledge Discovery Oliver Schmidt, Janez Kranjc, Igor Mozetic, Paul Thompson, Werner Dubitzky
2012	—	`ch.`	Towards Creative Information Exploration Based on Koestler's Concept of Bisociation. Bisociative Knowledge Discovery Werner Dubitzky, Tobias Kötter, Oliver Schmidt, Michael R. Berthold
2010	J	`jnl`	Comparative study of three commonly used continuous deterministic methods for modeling gene regulation networks. BMC Bioinform. Martin T. Swain, Johannes J. Mandel, Werner Dubitzky
2010	J	`jnl`	P-found: Grid-enabling distributed repositories of protein folding and unfolding simulations for data mining. Future Gener. Comput. Syst. Martin T. Swain, Cândida G. Silva, Nuno Loureiro-Ferreira, Vitaliy Ostropytskyy, João Brito, Olivier Riche, Frederic T. Stahl, Werner Dubitzky, Rui M. M. Brito
2009	—	`conf`	A standard-compliant global map of the bile acid/xenobiotic signaling network: Construction and automated query processing. BIOCOMP Oliver Schmidt, José López, Francisco Azuaje, Paul Thompson, Martin T. Swain, Werner Dubitzky
2009	—	`conf`	Complex System Simulations with QosCosGrid. ICCS (1) Krzysztof Kurowski, Walter de Back, Werner Dubitzky, László Gulyás, George Kampis, Mariusz Mamonski, Gabor Szemes, Martin T. Swain
2009	J	`jnl`	Editorial. Briefings Bioinform. Werner Dubitzky
2008	—	`conf`	A Fast and Efficient Algorithm for Topology-Aware Coallocation. ICCS (1) Valentin Kravtsov, Martin T. Swain, Uri Dubin, Werner Dubitzky, Assaf Schuster
2008	—	`conf`	Comparing Grid Computing Solutions for Reverse-Engineering Gene Regulatory Networks. ICCS (1) Martin T. Swain, Johannes J. Mandel, Werner Dubitzky
2008	J	`jnl`	Digging Deep into the Data Mine with DataMiningGrid. IEEE Internet Comput. Vlado Stankovski, Martin T. Swain, Valentin Kravtsov, Thomas Niessen, Dennis Wegener, M. Rohm, Jernej Trnkoczy, Michael May, Jürgen Franke, Assaf Schuster, Werner Dubitzky
2008	—	`conf`	Grid Computing Solutions for Distributed Repositories of Protein Folding and Unfolding Simulations. ICCS (3) Martin T. Swain, Vitaliy Ostropytskyy, Cândida G. Silva, Frederic T. Stahl, Olivier Riche, Rui M. M. Brito, Werner Dubitzky
2008	—	`conf`	Grid-enabling complex system applications with QosCosGrid: An architectural perspective. GCA Valentin Kravtsov, David Carmeli, Werner Dubitzky, Krzysztof Kurowski, Assaf Schuster
2008	J	`jnl`	Grid-enabling data mining applications with DataMiningGrid: An architectural perspective. Future Gener. Comput. Syst. Vlado Stankovski, Martin T. Swain, Valentin Kravtsov, Thomas Niessen, Dennis Wegener, Jörg Kindermann, Werner Dubitzky
2008	C	`conf`	Quasi-opportunistic Supercomputing in Grid Environments. ICA3PP Valentin Kravtsov, David Carmeli, Werner Dubitzky, Ariel Orda, Assaf Schuster, Mark Silberstein, Benny Yoshpa
2007	J	`jnl`	Deactivation of Src Family Kinases: Hypothesis Testing Using a Monte Carlo Sensitivity Analysis of Systems-Level Properties. J. Comput. Biol. Hendrik Fuß, Werner Dubitzky, C. Stephen Downes, Mary Jo Kurth
2007	—	`ed.`	Distributed, High-Performance and Grid Computing in Computational Biology , International Workshop, GCCB 2006, Eilat, Israel, January 21, 2007, Proceeding GCCB Werner Dubitzky, Assaf Schuster, Peter M. A. Sloot, Michael Schroeder, Mathilde Romberg
2007	J	`jnl`	Modeling biochemical transformation processes and information processing with Narrator. BMC Bioinform. Johannes J. Mandel, Hendrik Fuß, Niall M. Palfreyman, Werner Dubitzky
2007	—	`ch.`	Open Computing Grid for Molecular Sciences. Grid Computing for Bioinformatics and Computational Biology Mathilde Romberg, Emilio Benfenati, Werner Dubitzky
2007	J	`jnl`	Special section: Data mining in grid computing environments. Future Gener. Comput. Syst. Vlado Stankovski, Werner Dubitzky
2006	Misc	`conf`	An evidential approach in ensembles. SAC Yaxin Bi, Werner Dubitzky
2006	J	`jnl`	Avoiding model selection bias in small-sample genomic datasets. Bioinform. Daniel P. Berrar, Ian Bradbury, Werner Dubitzky
2006	—	`conf`	Bistable switching and excitable behaviour in the activation of Src at mitosis. ISMB (Supplement of Bioinformatics) Hendrik Fuß, Werner Dubitzky, C. Stephen Downes, Mary Jo Kurth
2006	J	`jnl`	Computational methodologies for modelling, analysis and simulation of signalling networks. Briefings Bioinform. David R. Gilbert, Hendrik Fuß, Xu Gu, Richard J. Orton, Steve Robinson, Vladislav Vyshemirsky, Mary Jo Kurth, C. Stephen Downes, Werner Dubitzky
2006	—	`conf`	GetItFull - A Tool for Downloading and Pre-processing Full-Text Journal Articles. KDLL Jeyakumar Natarajan, Cliff Haines, Brian Berglund, Catherine DeSesa, Catherine J. Hack, Werner Dubitzky, Eric G. Bremer
2006	J	`jnl`	Instance-based concept learning from multiclass DNA microarray data. BMC Bioinform. Daniel P. Berrar, Ian Bradbury, Werner Dubitzky
2006	—	`ed.`	Knowledge Discovery in Life Science Literature, PAKDD 2006 International Workshop, KDLL 2006, Singapore, April 9, 2006, Proceedings KDLL Eric G. Bremer, Jörg Hakenberg, Eui-Hong Han, Daniel P. Berrar, Werner Dubitzky
2006	—	`conf`	Markov Modeling of Conformational Kinetics of Cardiac Ion Channel Proteins. ISBMDA Chong Wang, Antje Krause, Chris D. Nugent, Werner Dubitzky
2006	—	`conf`	Neural Plasma. IFIP AI Daniel P. Berrar, Werner Dubitzky
2006	C	`conf`	P-found: The Protein Folding and Unfolding Simulation Repository. CIBCB Cândida G. Silva, Vitaliy Ostropytskyy, Nuno Loureiro-Ferreira, Daniel P. Berrar, Martin T. Swain, Werner Dubitzky, Rui M. M. Brito
2006	J	`jnl`	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. Jeyakumar Natarajan, Daniel P. Berrar, Werner Dubitzky, Catherine J. Hack, Yonghong Zhang, Catherine DeSesa, James R. Van Brocklyn, Eric G. Bremer
2006	J	`jnl`	Understanding the computational methodologies of systems biology. Briefings Bioinform. Werner Dubitzky
2005	—	`conf`	A Grid Infrastructure for Text Mining of Full Text Articles and Creation of a Knowledge Base of Gene Relations. ISBMDA Jeyakumar Natarajan, Niranjan Mulay, Catherine DeSesa, Catherine J. Hack, Werner Dubitzky, Eric G. Bremer
2005	A*	`conf`	A flexible and robust similarity measure based on contextual probability. IJCAI Hui Wang, Werner Dubitzky
2005	—	`conf`	Focal Activity in Simulated LQT2 Models at Rapid Ventricular Pacing: Analysis of Cardiac Electrical Activity Using Grid-Based Computation. ISBMDA Chong Wang, Antje Krause, Chris D. Nugent, Werner Dubitzky
2005	B	`conf`	Grid warehousing of molecular dynamics protein unfolding data. CCGRID Frederic T. Stahl, Daniel P. Berrar, Cândida G. Silva, R. J. Rodrigues, Rui M. M. Brito, Werner Dubitzky
2005	J	`jnl`	Mathematical models of cell cycle regulation. Briefings Bioinform. Hendrik Fuß, Werner Dubitzky, C. Stephen Downes, Mary Jo Kurth
2005	B	`conf`	Modeling gene-regulatory networks using evolutionary algorithms and distributed computing. CCGRID Martin T. Swain, T. Hunniford, Johannes J. Mandel, Niall M. Palfreyman, Werner Dubitzky
2005	J	`jnl`	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. Daniel P. Berrar, Brian Sturgeon, Ian Bradbury, C. Stephen Downes, Werner Dubitzky
2005	Misc	`conf`	Three-Dimension Model for Developing a Nutrition, Lifestyle and Health Database. IKE Colin A. Boreham, Werner Dubitzky, Paula J. Robson, Julie M. Wallace, Yaxin Bi
2004	Misc	`conf`	A Service-Centric Perspective for Data Mining in Complex Problem Solving Environments. PDPTA Vlado Stankovski, Michael May, Jürgen Franke, Assaf Schuster, Damian McCourt, Werner Dubitzky
2004	—	`book`	Artificial Intelligence Methods And Tools For Systems Biology Werner Dubitzky, Francisco Azuaje
2004	C	`conf`	Classification Decision Combination for Text Categorization: An Experimental Study. DEXA Yaxin Bi, David A. Bell, Hui Wang, Gongde Guo, Werner Dubitzky
2004	J	`jnl`	Grid-enabled data warehousing for molecular engineering. Parallel Comput. Werner Dubitzky, Damian McCourt, Mykola Galushka, Mathilde Romberg, Bernd Schuller
2004	—	`ed.`	Knowledge Exploration in Life Science Informatics, International Symposium,KELSI 2004, Milan, Italy, November 25-26, 2004, Proceedings KELSI Jesús A. López, Emilio Benfenati, Werner Dubitzky
2004	Misc	`conf`	OpenMolGRIND: Molecular Science and Engineering in a Grid Context. PDPTA Paolo Mazzatorta, Emilio Benfenati, Bernd Schuller, Mathilde Romberg, Damian McCourt, Werner Dubitzky, Sulev Sild, Mati Karelson, Ákos Papp, István Bágyi, Ferenc Darvas
2004	J	`jnl`	Representing bioinformatics causality. Briefings Bioinform. Johannes J. Mandel, Niall M. Palfreyman, Jesús A. López, Werner Dubitzky
2004	—	`conf`	Text Mining of Full Text Articles and Creation of a Knowledge Base for Analysis of Microarray Data. KELSI Eric G. Bremer, Jeyakumar Natarajan, Yonghong Zhang, Catherine DeSesa, Catherine J. Hack, Werner Dubitzky
2003	Misc	`conf`	A Probabilistic Neural Network for Gene Selection and Classification of Microarray Data. IC-AI Daniel P. Berrar, C. Stephen Downes, Werner Dubitzky
2003	J	`jnl`	Book Reviews. IEEE Trans. Neural Networks Irwin King, Raúl Rojas, Werner Dubitzky
2003	B	`conf`	Can the Grid Help to Solve the Data Integration Problems in Molecular Biology? CCGRID Brian Sturgeon, Damian McCourt, John Cowper, Fiona Palmer, Sally I. McClean, Werner Dubitzky
2003	J	`jnl`	Editorial - AI in the Life Sciences. Artif. Intell. Rev. Werner Dubitzky, Francisco Azuaje
2003	Misc	`conf`	Filtering Nonlinear Intensity Dependencies in cDNA Microarray Experiments. IC-AI Thomas Ragg, Martin Granzow, Wolfram Menzel, Werner Dubitzky
2003	Misc	`conf`	Multiclass Cancer Classification Using Gene Expression Profiling and Probabilistic Neural Networks. Pacific Symposium on Biocomputing Daniel P. Berrar, C. Stephen Downes, Werner Dubitzky
2003	Misc	`conf`	Towards and Intelligent Data Type for Toxicity. IC-AI Damian McCourt, Jesús A. López, Emilio Benfenati, Paolo Mazzatorta, Mathilde Romberg, Bernd Schuller, Werner Dubitzky
2001	—	`ch.`	A Genetic Algorithm and Growing Cell Structure Approach to Learning Case Retrieval Structures. Soft Computing in Case Based Reasoning Werner Dubitzky, Francisco Azuaje
2000	J	`jnl`	Discovering relevance knowledge in data: a growing cell structures approach. IEEE Trans. Syst. Man Cybern. Part B Francisco Azuaje, Werner Dubitzky, Norman D. Black, Kenneth Adamson
2000	J	`jnl`	Retrieval strategies for case-based reasoning: a categorised bibliography. Knowl. Eng. Rev. Francisco Azuaje, Werner Dubitzky, Norman D. Black, Kenny Adamson
1999	A*	`conf`	A Lattice Machine Approach to Automated Casebase Design: Marrying Lazy and Eager Learning. IJCAI Hui Wang, Werner Dubitzky, Ivo Düntsch, David A. Bell
1999	Misc	`conf`	A MOPR-based genetic algorithm for a class of job-shop scheduling problem. CATA Y. Song, John G. Hughes, Werner Dubitzky
1999	J	`jnl`	Improving clinical decision support through case-based data fusion. IEEE Trans. Biomed. Eng. Francisco Azuaje, Werner Dubitzky, Norman D. Black, Kenny Adamson
1999	Misc	`conf`	On local and global feature weight discovery for case-based reasoning. CATA Werner Dubitzky, Francisco Azuaje, Philippe Lopes, Paul J. McCullagh, Y. Song
1999	J	`jnl`	Predicting coronary disease risk based on short-term RR interval measurements: a neural network approach. Artif. Intell. Medicine Francisco Azuaje, Werner Dubitzky, Philippe Lopes, Norman D. Black, Kenneth Adamson, X. Wu, John A. White
1999	Misc	`conf`	Software for recording auditory brainstem potentials using standard multimedia hardware. CATA Paul J. McCullagh, H. Gerry McAllister, Werner Dubitzky
1999	J	`jnl`	Towards Automated Case Knowledge Discovery in the M Knowl. Inf. Syst. David W. Patterson, Sarabjot S. Anand, Werner Dubitzky, John G. Hughes
1999	J	`jnl`	Towards Concept-Oriented Databases. Data Knowl. Eng. Werner Dubitzky, Alex G. Büchner, John G. Hughes, David A. Bell
1997	—	`conf`	Aggregating Features and Matching Cases on Vague Linguistic Expressions. IJCAI (1) Alfons Schuster, Werner Dubitzky, Philippe Lopes, Kenneth Adamson, David A. Bell, John G. Hughes, John A. White
1997	J	`jnl`	An Advanced Case-Knowledge Architecture Based on Fuzzy Objects. Appl. Intell. Werner Dubitzky, Alfons Schuster, John G. Hughes, David A. Bell
1997	A	`conf`	Corporate Evidential Decision Making in Performance Prediction Domains. UAI Alex G. Büchner, Werner Dubitzky, Alfons Schuster, Philippe Lopes, Peter G. O'Donoghue, John G. Hughes, David A. Bell, Kenneth Adamson, John A. White, John M. C. C. Anderson, Maurice D. Mulvenna
1997	—	`conf`	How Similar is VERY YOUNG to 43 Years of Age? On the Representation and Comparison of Polymorphic Properties. IJCAI (1) Werner Dubitzky, Alfons Schuster, John G. Hughes, David A. Bell, Kenneth Adamson
1997	—	`—`	Knowledge integration in case-based reasoning : a concept-centred approach. Werner Dubitzky
1996	—	`conf`	Case Memory and the Behaviouristic Model of Concepts and Cognition. EWCBR Werner Dubitzky, John G. Hughes, David A. Bell
1995	—	`conf`	Conceptual Distance of Numerically Specified Case Features. ANNES Werner Dubitzky, Alfons Schuster, John G. Hughes, David A. Bell