Werner Dubitzky

Publication Activity (10 Years)

Years Active: 1995-2021
Publications (10 Years): 10

Top Venues

Mach. Learn.

Briefings Bioinform.

Int. J. Data Sci. Anal.

CIBCB

Ulster University, UK (PHD)

Education History

Ulster University, UK

PHD

Publications

Daniel Berrar, Werner Dubitzky
Deep learning in bioinformatics and biomedicine. Briefings Bioinform. 22 (2) (2021)
Daniel Berrar, Werner Dubitzky
Should significance testing be abandoned in machine learning? Int. J. Data Sci. Anal. 7 (4) (2019)
Werner Dubitzky, Philippe Lopes, Jesse Davis, Daniel Berrar
The Open International Soccer Database for machine learning. Mach. Learn. 108 (1) (2019)
Daniel Berrar, Philippe Lopes, Jesse Davis, Werner Dubitzky
Guest editorial: special issue on machine learning for soccer. Mach. Learn. 108 (1) (2019)
Daniel Berrar, Philippe Lopes, Werner Dubitzky
Incorporating domain knowledge in machine learning for soccer outcome prediction. Mach. Learn. 108 (1) (2019)
Daniel P. Berrar, Philippe Lopes, Werner Dubitzky
Caveats and pitfalls in crowdsourcing research: the case of soccer referee bias. Int. J. Data Sci. Anal. 4 (2) (2017)
Daniel P. Berrar, Werner Dubitzky
On the Jeffreys-Lindley Paradox and the Looming Reproducibility Crisis in Machine Learning. DSAA (2017)
Alexandru E. Mizeranschi, Martin T. Swain, Raluca Scona, Quentin Fazilleau, Bartosz Bosak, Tomasz Piontek, Piotr Kopta, Paul Thompson, Werner Dubitzky
MultiGrain/MAPPER: A distributed multiscale computing approach to modeling and simulating gene regulation networks. Future Gener. Comput. Syst. 63 (2016)
Werner Dubitzky
Computational Systems Biomedicine. Briefings Bioinform. 17 (3) (2016)
Alexandru E. Mizeranschi, Huiru Zheng, Paul Thompson, Werner Dubitzky
A two-stage inference algorithm for gene regulation network models. Int. J. Comput. Biol. Drug Des. 9 (1/2) (2016)
Alexandru E. Mizeranschi, Paul Thompson, Huiru Zheng, Werner Dubitzky
A multi-model reverse-engineering algorithm for large gene regulation networks. BIBM (2014)
Jean X. Gao, Werner Dubitzky
Guest Editorial: Data Mining in Bioinformatics, Biomedicine, and Healthcare Informatics. IEEE J. Biomed. Health Informatics 18 (2) (2014)
Alexandru E. Mizeranschi, Noel Kennedy, Paul Thompson, Huiru Zheng, Werner Dubitzky
The Influence of Network Topology on Reverse-engineering of Gene-regulatory Networks. ICCS (2014)
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
Corporate Evidential Decision Making in Performance Prediction Domains CoRR (2013)
Noel Kennedy, Alexandru E. Mizeranschi, Paul Thompson, Huiru Zheng, Werner Dubitzky
Reverse engineering of gene regulation models from multi-condition experiments. CIBCB (2013)
Chong Wang, Peter Beyerlein, Heike Pospisil, Antje Krause, Chris D. Nugent, Werner Dubitzky
An Efficient Method for Modeling Kinetic Behavior of Channel Proteins in Cardiomyocytes. IEEE ACM Trans. Comput. Biol. Bioinform. 9 (1) (2012)
Martin T. Swain, Johannes J. Mandel, Werner Dubitzky
Comparative study of three commonly used continuous deterministic methods for modeling gene regulation networks. BMC Bioinform. 11 (2010)
Martin T. Swain, Cândida G. Silva, Nuno Loureiro-Ferreira, Vitaliy Ostropytskyy, João Brito, Olivier Riche, Frederic T. Stahl, Werner Dubitzky, Rui M. M. Brito
P-found: Grid-enabling distributed repositories of protein folding and unfolding simulations for data mining. Future Gener. Comput. Syst. 26 (3) (2010)
Oliver Schmidt, José López, Francisco Azuaje, Paul Thompson, Martin T. Swain, Werner Dubitzky
A standard-compliant global map of the bile acid/xenobiotic signaling network: Construction and automated query processing. BIOCOMP (2009)
Werner Dubitzky
Editorial. Briefings Bioinform. 10 (4) (2009)
Krzysztof Kurowski, Walter de Back, Werner Dubitzky, László Gulyás, George Kampis, Mariusz Mamonski, Gabor Szemes, Martin T. Swain
Complex System Simulations with QosCosGrid. ICCS (1) (2009)
Valentin Kravtsov, David Carmeli, Werner Dubitzky, Krzysztof Kurowski, Assaf Schuster
Grid-enabling complex system applications with QosCosGrid: An architectural perspective. GCA (2008)
Martin T. Swain, Johannes J. Mandel, Werner Dubitzky
Comparing Grid Computing Solutions for Reverse-Engineering Gene Regulatory Networks. ICCS (1) (2008)
Martin T. Swain, Vitaliy Ostropytskyy, Cândida G. Silva, Frederic T. Stahl, Olivier Riche, Rui M. M. Brito, Werner Dubitzky
Grid Computing Solutions for Distributed Repositories of Protein Folding and Unfolding Simulations. ICCS (3) (2008)
Valentin Kravtsov, David Carmeli, Werner Dubitzky, Ariel Orda, Assaf Schuster, Mark Silberstein, Benny Yoshpa
Quasi-opportunistic Supercomputing in Grid Environments. ICA3PP (2008)
Vlado Stankovski, Martin T. Swain, Valentin Kravtsov, Thomas Niessen, Dennis Wegener, Jörg Kindermann, Werner Dubitzky
Grid-enabling data mining applications with DataMiningGrid: An architectural perspective. Future Gener. Comput. Syst. 24 (4) (2008)
Valentin Kravtsov, Martin T. Swain, Uri Dubin, Werner Dubitzky, Assaf Schuster
A Fast and Efficient Algorithm for Topology-Aware Coallocation. ICCS (1) (2008)
Vlado Stankovski, Martin T. Swain, Valentin Kravtsov, Thomas Niessen, Dennis Wegener, M. Rohm, Jernej Trnkoczy, Michael May, Jürgen Franke, Assaf Schuster, Werner Dubitzky
Digging Deep into the Data Mine with DataMiningGrid. IEEE Internet Comput. 12 (6) (2008)
Johannes J. Mandel, Hendrik Fuß, Niall M. Palfreyman, Werner Dubitzky
Modeling biochemical transformation processes and information processing with Narrator. BMC Bioinform. 8 (2007)
Vlado Stankovski, Werner Dubitzky
Special section: Data mining in grid computing environments. Future Gener. Comput. Syst. 23 (1) (2007)
Hendrik Fuß, Werner Dubitzky, C. Stephen Downes, Mary Jo Kurth
Deactivation of Src Family Kinases: Hypothesis Testing Using a Monte Carlo Sensitivity Analysis of Systems-Level Properties. J. Comput. Biol. 14 (9) (2007)
Jeyakumar Natarajan, Daniel P. Berrar, Werner Dubitzky, Catherine J. Hack, Yonghong Zhang, Catherine DeSesa, James R. Van Brocklyn, Eric G. Bremer
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. 7 (2006)
Cândida G. Silva, Vitaliy Ostropytskyy, Nuno Loureiro-Ferreira, Daniel P. Berrar, Martin T. Swain, Werner Dubitzky, Rui M. M. Brito
P-found: The Protein Folding and Unfolding Simulation Repository. CIBCB (2006)
Hendrik Fuß, Werner Dubitzky, C. Stephen Downes, Mary Jo Kurth
Bistable switching and excitable behaviour in the activation of Src at mitosis. ISMB (Supplement of Bioinformatics) (2006)
Daniel P. Berrar, Ian Bradbury, Werner Dubitzky
Instance-based concept learning from multiclass DNA microarray data. BMC Bioinform. 7 (2006)
Chong Wang, Antje Krause, Chris D. Nugent, Werner Dubitzky
Markov Modeling of Conformational Kinetics of Cardiac Ion Channel Proteins. ISBMDA (2006)
Daniel P. Berrar, Werner Dubitzky
Neural Plasma. IFIP AI (2006)
Jeyakumar Natarajan, Cliff Haines, Brian Berglund, Catherine DeSesa, Catherine J. Hack, Werner Dubitzky, Eric G. Bremer
GetItFull - A Tool for Downloading and Pre-processing Full-Text Journal Articles. KDLL (2006)
David R. Gilbert, Hendrik Fuß, Xu Gu, Richard J. Orton, Steve Robinson, Vladislav Vyshemirsky, Mary Jo Kurth, C. Stephen Downes, Werner Dubitzky
Computational methodologies for modelling, analysis and simulation of signalling networks. Briefings Bioinform. 7 (4) (2006)
Daniel P. Berrar, Ian Bradbury, Werner Dubitzky
Avoiding model selection bias in small-sample genomic datasets. Bioinform. 22 (10) (2006)
Yaxin Bi, Werner Dubitzky
An evidential approach in ensembles. SAC (2006)
Werner Dubitzky
Understanding the computational methodologies of systems biology. Briefings Bioinform. 7 (4) (2006)
Colin A. Boreham, Werner Dubitzky, Paula J. Robson, Julie M. Wallace, Yaxin Bi
Three-Dimension Model for Developing a Nutrition, Lifestyle and Health Database. IKE (2005)
Jeyakumar Natarajan, Niranjan Mulay, Catherine DeSesa, Catherine J. Hack, Werner Dubitzky, Eric G. Bremer
A Grid Infrastructure for Text Mining of Full Text Articles and Creation of a Knowledge Base of Gene Relations. ISBMDA (2005)
Daniel P. Berrar, Brian Sturgeon, Ian Bradbury, C. Stephen Downes, Werner Dubitzky
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. 12 (5) (2005)
Chong Wang, Antje Krause, Chris D. Nugent, Werner Dubitzky
Focal Activity in Simulated LQT2 Models at Rapid Ventricular Pacing: Analysis of Cardiac Electrical Activity Using Grid-Based Computation. ISBMDA (2005)
Martin T. Swain, T. Hunniford, Johannes J. Mandel, Niall M. Palfreyman, Werner Dubitzky
Modeling gene-regulatory networks using evolutionary algorithms and distributed computing. CCGRID (2005)
Hendrik Fuß, Werner Dubitzky, C. Stephen Downes, Mary Jo Kurth
Mathematical models of cell cycle regulation. Briefings Bioinform. 6 (2) (2005)
Hui Wang, Werner Dubitzky
A flexible and robust similarity measure based on contextual probability. IJCAI (2005)
Frederic T. Stahl, Daniel P. Berrar, Cândida G. Silva, R. J. Rodrigues, Rui M. M. Brito, Werner Dubitzky
Grid warehousing of molecular dynamics protein unfolding data. CCGRID (2005)
Eric G. Bremer, Jeyakumar Natarajan, Yonghong Zhang, Catherine DeSesa, Catherine J. Hack, Werner Dubitzky
Text Mining of Full Text Articles and Creation of a Knowledge Base for Analysis of Microarray Data. KELSI (2004)
Werner Dubitzky, Damian McCourt, Mykola Galushka, Mathilde Romberg, Bernd Schuller
Grid-enabled data warehousing for molecular engineering. Parallel Comput. 30 (9-10) (2004)
Yaxin Bi, David A. Bell, Hui Wang, Gongde Guo, Werner Dubitzky
Classification Decision Combination for Text Categorization: An Experimental Study. DEXA (2004)
Paolo Mazzatorta, Emilio Benfenati, Bernd Schuller, Mathilde Romberg, Damian McCourt, Werner Dubitzky, Sulev Sild, Mati Karelson, Ákos Papp, István Bágyi, Ferenc Darvas
OpenMolGRIND: Molecular Science and Engineering in a Grid Context. PDPTA (2004)
Vlado Stankovski, Michael May, Jürgen Franke, Assaf Schuster, Damian McCourt, Werner Dubitzky
A Service-Centric Perspective for Data Mining in Complex Problem Solving Environments. PDPTA (2004)
Johannes J. Mandel, Niall M. Palfreyman, Jesús A. López, Werner Dubitzky
Representing bioinformatics causality. Briefings Bioinform. 5 (3) (2004)
Daniel P. Berrar, C. Stephen Downes, Werner Dubitzky
A Probabilistic Neural Network for Gene Selection and Classification of Microarray Data. IC-AI (2003)
Damian McCourt, Jesús A. López, Emilio Benfenati, Paolo Mazzatorta, Mathilde Romberg, Bernd Schuller, Werner Dubitzky
Towards and Intelligent Data Type for Toxicity. IC-AI (2003)
Irwin King, Raúl Rojas, Werner Dubitzky
Book Reviews. IEEE Trans. Neural Networks 14 (4) (2003)
Werner Dubitzky, Francisco Azuaje
Editorial - AI in the Life Sciences. Artif. Intell. Rev. 20 (1-2) (2003)
Thomas Ragg, Martin Granzow, Wolfram Menzel, Werner Dubitzky
Filtering Nonlinear Intensity Dependencies in cDNA Microarray Experiments. IC-AI (2003)
Daniel P. Berrar, C. Stephen Downes, Werner Dubitzky
Multiclass Cancer Classification Using Gene Expression Profiling and Probabilistic Neural Networks. Pacific Symposium on Biocomputing (2003)
Brian Sturgeon, Damian McCourt, John Cowper, Fiona Palmer, Sally I. McClean, Werner Dubitzky
Can the Grid Help to Solve the Data Integration Problems in Molecular Biology? CCGRID (2003)
Francisco Azuaje, Werner Dubitzky, Norman D. Black, Kenneth Adamson
Discovering relevance knowledge in data: a growing cell structures approach. IEEE Trans. Syst. Man Cybern. Part B 30 (3) (2000)
Francisco Azuaje, Werner Dubitzky, Norman D. Black, Kenny Adamson
Retrieval strategies for case-based reasoning: a categorised bibliography. Knowl. Eng. Rev. 15 (4) (2000)
Hui Wang, Werner Dubitzky, Ivo Düntsch, David A. Bell
A Lattice Machine Approach to Automated Casebase Design: Marrying Lazy and Eager Learning. IJCAI (1999)
Y. Song, John G. Hughes, Werner Dubitzky
A MOPR-based genetic algorithm for a class of job-shop scheduling problem. CATA (1999)
Francisco Azuaje, Werner Dubitzky, Philippe Lopes, Norman D. Black, Kenneth Adamson, X. Wu, John A. White
Predicting coronary disease risk based on short-term RR interval measurements: a neural network approach. Artif. Intell. Medicine 15 (3) (1999)
Francisco Azuaje, Werner Dubitzky, Norman D. Black, Kenny Adamson
Improving clinical decision support through case-based data fusion. IEEE Trans. Biomed. Eng. 46 (10) (1999)
Werner Dubitzky, Francisco Azuaje, Philippe Lopes, Paul J. McCullagh, Y. Song
On local and global feature weight discovery for case-based reasoning. CATA (1999)
David W. Patterson, Sarabjot S. Anand, Werner Dubitzky, John G. Hughes
Case-Based Reasoning System. Knowl. Inf. Syst. 1 (1) (1999)
Werner Dubitzky, Alex G. Büchner, John G. Hughes, David A. Bell
Towards Concept-Oriented Databases. Data Knowl. Eng. 30 (1) (1999)
Paul J. McCullagh, H. Gerry McAllister, Werner Dubitzky
Software for recording auditory brainstem potentials using standard multimedia hardware. CATA (1999)
Werner Dubitzky, Alfons Schuster, John G. Hughes, David A. Bell, Kenneth Adamson
How Similar is VERY YOUNG to 43 Years of Age? On the Representation and Comparison of Polymorphic Properties. IJCAI (1) (1997)
Alfons Schuster, Werner Dubitzky, Philippe Lopes, Kenneth Adamson, David A. Bell, John G. Hughes, John A. White
Aggregating Features and Matching Cases on Vague Linguistic Expressions. IJCAI (1) (1997)
Werner Dubitzky, Alfons Schuster, John G. Hughes, David A. Bell
An Advanced Case-Knowledge Architecture Based on Fuzzy Objects. Appl. Intell. 7 (3) (1997)
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
Corporate Evidential Decision Making in Performance Prediction Domains. UAI (1997)
Werner Dubitzky, John G. Hughes, David A. Bell
Case Memory and the Behaviouristic Model of Concepts and Cognition. EWCBR (1996)
Werner Dubitzky, Alfons Schuster, John G. Hughes, David A. Bell
Conceptual Distance of Numerically Specified Case Features. ANNES (1995)

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Publication Activity (10 Years)

Top Topics

Top Venues

Werner Dubitzky