Conceptual Distance of Numerically Specified Case Features. - Werner Dubitzky; Alfons Schuster; John G. Hughes; David A. Bell (ANNES, 1995)

Case Memory and the Behaviouristic Model of Concepts and Cognition. - Werner Dubitzky; John G. Hughes; David A. Bell (EWCBR, 1996)

How Similar is VERY YOUNG to 43 Years of Age? On the Representation and Comparison of Polymorphic Properties. - Werner Dubitzky; Alfons Schuster; John G. Hughes; David A. Bell; Kenneth Adamson (IJCAI (1), 1997)

Aggregating Features and Matching Cases on Vague Linguistic Expressions. - Alfons Schuster; Werner Dubitzky; Philippe Lopes; Kenneth Adamson; David A. Bell; John G. Hughes; John A. White (IJCAI (1), 1997)

Corporate Evidential Decision Making in Performance Prediction Domains. - 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 (UAI, 1997)

An Advanced Case-Knowledge Architecture Based on Fuzzy Objects. - Werner Dubitzky; Alfons Schuster; John G. Hughes; David A. Bell (Appl. Intell., 1997)

Knowledge integration in case-based reasoning : a concept-centred approach. - Werner Dubitzky (1997)

On local and global feature weight discovery for case-based reasoning. - Werner Dubitzky; Francisco Azuaje; Philippe Lopes; Paul J. McCullagh; Y. Song (CATA, 1999)

Software for recording auditory brainstem potentials using standard multimedia hardware. - Paul J. McCullagh; H. Gerry McAllister; Werner Dubitzky (CATA, 1999)

A MOPR-based genetic algorithm for a class of job-shop scheduling problem. - Y. Song; John G. Hughes; Werner Dubitzky (CATA, 1999)

A Lattice Machine Approach to Automated Casebase Design: Marrying Lazy and Eager Learning. - Hui Wang 001; Werner Dubitzky; Ivo Düntsch; David A. Bell (IJCAI, 1999)

Predicting coronary disease risk based on short-term RR interval measurements: a neural network approach. - Francisco Azuaje; Werner Dubitzky; Philippe Lopes; Norman D. Black; Kenneth Adamson; X. Wu; John A. White (Artif. Intell. Medicine, 1999)

Towards Concept-Oriented Databases. - Werner Dubitzky; Alex G. Büchner; John G. Hughes; David A. Bell (Data Knowl. Eng., 1999)

Towards Automated Case Knowledge Discovery in the M2 Case-Based Reasoning System. - David W. Patterson; Sarabjot S. Anand; Werner Dubitzky; John G. Hughes (Knowl. Inf. Syst., 1999)

Improving clinical decision support through case-based data fusion. - Francisco Azuaje; Werner Dubitzky; Norman D. Black; Kenny Adamson (IEEE Trans. Biomed. Eng., 1999)

Retrieval strategies for case-based reasoning: a categorised bibliography. - Francisco Azuaje; Werner Dubitzky; Norman D. Black; Kenny Adamson (Knowl. Eng. Rev., 2000)

Discovering relevance knowledge in data: a growing cell structures approach. - Francisco Azuaje; Werner Dubitzky; Norman D. Black; Kenneth Adamson (IEEE Trans. Syst. Man Cybern. Part B, 2000)

A Genetic Algorithm and Growing Cell Structure Approach to Learning Case Retrieval Structures. - Werner Dubitzky; Francisco Azuaje (Soft Computing in Case Based Reasoning, 2001)

Can the Grid Help to Solve the Data Integration Problems in Molecular Biology? - Brian Sturgeon; Damian McCourt; John Cowper; Fiona Palmer; Sally I. McClean; Werner Dubitzky (CCGRID, 2003)

A Probabilistic Neural Network for Gene Selection and Classification of Microarray Data. - Daniel P. Berrar; C. Stephen Downes; Werner Dubitzky (IC-AI, 2003)

Towards and Intelligent Data Type for Toxicity. - Damian McCourt; Jesús A. López; Emilio Benfenati; Paolo Mazzatorta; Mathilde Romberg; Bernd Schuller; Werner Dubitzky (IC-AI, 2003)

Filtering Nonlinear Intensity Dependencies in cDNA Microarray Experiments. - Thomas Ragg; Martin Granzow; Wolfram Menzel; Werner Dubitzky (IC-AI, 2003)

Multiclass Cancer Classification Using Gene Expression Profiling and Probabilistic Neural Networks. - Daniel P. Berrar; C. Stephen Downes; Werner Dubitzky (Pacific Symposium on Biocomputing, 2003)

Editorial - AI in the Life Sciences. - Werner Dubitzky; Francisco Azuaje (Artif. Intell. Rev., 2003)

Book Reviews. - Irwin King; Raúl Rojas 001; Werner Dubitzky (IEEE Trans. Neural Networks, 2003)

Classification Decision Combination for Text Categorization: An Experimental Study. - Yaxin Bi; David A. Bell; Hui Wang 001; Gongde Guo; Werner Dubitzky (DEXA, 2004)

Text Mining of Full Text Articles and Creation of a Knowledge Base for Analysis of Microarray Data. - Eric G. Bremer; Jeyakumar Natarajan; Yonghong Zhang; Catherine DeSesa; Catherine J. Hack; Werner Dubitzky (KELSI, 2004)

OpenMolGRIND: Molecular Science and Engineering in a Grid Context. - Paolo Mazzatorta; Emilio Benfenati; Bernd Schuller; Mathilde Romberg; Damian McCourt; Werner Dubitzky; Sulev Sild; Mati Karelson; Ákos Papp; István Bágyi; Ferenc Darvas (PDPTA, 2004)

A Service-Centric Perspective for Data Mining in Complex Problem Solving Environments. - Vlado Stankovski; Michael May 001; Jürgen Franke 003; Assaf Schuster; Damian McCourt; Werner Dubitzky (PDPTA, 2004)

Representing bioinformatics causality. - Johannes J. Mandel; Niall M. Palfreyman; Jesús A. López; Werner Dubitzky (Briefings Bioinform., 2004)

Grid-enabled data warehousing for molecular engineering. - Werner Dubitzky; Damian McCourt; Mykola Galushka; Mathilde Romberg; Bernd Schuller (Parallel Comput., 2004)

Grid warehousing of molecular dynamics protein unfolding data. - Frederic T. Stahl; Daniel P. Berrar; Cândida G. Silva; R. J. Rodrigues; Rui M. M. Brito; Werner Dubitzky (CCGRID, 2005)

Modeling gene-regulatory networks using evolutionary algorithms and distributed computing. - Martin T. Swain; T. Hunniford; Johannes J. Mandel; Niall M. Palfreyman; Werner Dubitzky (CCGRID, 2005)

A flexible and robust similarity measure based on contextual probability. - Hui Wang 001; Werner Dubitzky (IJCAI, 2005)

Three-Dimension Model for Developing a Nutrition, Lifestyle and Health Database. - Colin A. Boreham; Werner Dubitzky; Paula J. Robson; Julie M. Wallace; Yaxin Bi (IKE, 2005)

A Grid Infrastructure for Text Mining of Full Text Articles and Creation of a Knowledge Base of Gene Relations. - Jeyakumar Natarajan; Niranjan Mulay; Catherine DeSesa; Catherine J. Hack; Werner Dubitzky; Eric G. Bremer (ISBMDA, 2005)

Focal Activity in Simulated LQT2 Models at Rapid Ventricular Pacing: Analysis of Cardiac Electrical Activity Using Grid-Based Computation. - Chong Wang; Antje Krause; Chris D. Nugent; Werner Dubitzky (ISBMDA, 2005)

Mathematical models of cell cycle regulation. - Hendrik Fuß; Werner Dubitzky; C. Stephen Downes; Mary Jo Kurth (Briefings Bioinform., 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. - Daniel P. Berrar; Brian Sturgeon; Ian Bradbury; C. Stephen Downes; Werner Dubitzky (J. Comput. Biol., 2005)

P-found: The Protein Folding and Unfolding Simulation Repository. - Cândida G. Silva; Vitaliy Ostropytskyy; Nuno Loureiro-Ferreira; Daniel P. Berrar; Martin T. Swain; Werner Dubitzky; Rui M. M. Brito (CIBCB, 2006)

Neural Plasma. - Daniel P. Berrar; Werner Dubitzky (IFIP AI, 2006)

Bistable switching and excitable behaviour in the activation of Src at mitosis. - Hendrik Fuß; Werner Dubitzky; C. Stephen Downes; Mary Jo Kurth (ISMB (Supplement of Bioinformatics), 2006)

Markov Modeling of Conformational Kinetics of Cardiac Ion Channel Proteins. - Chong Wang; Antje Krause; Chris D. Nugent; Werner Dubitzky (ISBMDA, 2006)

GetItFull - A Tool for Downloading and Pre-processing Full-Text Journal Articles. - Jeyakumar Natarajan; Cliff Haines; Brian Berglund; Catherine DeSesa; Catherine J. Hack; Werner Dubitzky; Eric G. Bremer (KDLL, 2006)

An evidential approach in ensembles. - Yaxin Bi; Werner Dubitzky (SAC, 2006)

Understanding the computational methodologies of systems biology. - Werner Dubitzky (Briefings Bioinform., 2006)

Computational methodologies for modelling, analysis and simulation of signalling networks. - David R. Gilbert; Hendrik Fuß; Xu Gu; Richard J. Orton; Steve Robinson; Vladislav Vyshemirsky; Mary Jo Kurth; C. Stephen Downes; Werner Dubitzky (Briefings Bioinform., 2006)

Avoiding model selection bias in small-sample genomic datasets. - Daniel P. Berrar; Ian Bradbury; Werner Dubitzky (Bioinform., 2006)

Instance-based concept learning from multiclass DNA microarray data. - Daniel P. Berrar; Ian Bradbury; Werner Dubitzky (BMC Bioinform., 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. - Jeyakumar Natarajan; Daniel P. Berrar; Werner Dubitzky; Catherine J. Hack; Yonghong Zhang; Catherine DeSesa; James R. Van Brocklyn; Eric G. Bremer (BMC Bioinform., 2006)

Open Computing Grid for Molecular Sciences. - Mathilde Romberg; Emilio Benfenati; Werner Dubitzky (Grid Computing for Bioinformatics and Computational Biology, 2007)

Modeling biochemical transformation processes and information processing with Narrator. - Johannes J. Mandel; Hendrik Fuß; Niall M. Palfreyman; Werner Dubitzky (BMC Bioinform., 2007)

Special section: Data mining in grid computing environments. - Vlado Stankovski; Werner Dubitzky (Future Gener. Comput. Syst., 2007)

Deactivation of Src Family Kinases: Hypothesis Testing Using a Monte Carlo Sensitivity Analysis of Systems-Level Properties. - Hendrik Fuß; Werner Dubitzky; C. Stephen Downes; Mary Jo Kurth (J. Comput. Biol., 2007)

Grid-enabling complex system applications with QosCosGrid: An architectural perspective. - Valentin Kravtsov; David Carmeli; Werner Dubitzky; Krzysztof Kurowski; Assaf Schuster (GCA, 2008)

Quasi-opportunistic Supercomputing in Grid Environments. - Valentin Kravtsov; David Carmeli; Werner Dubitzky; Ariel Orda; Assaf Schuster; Mark Silberstein; Benny Yoshpa (ICA3PP, 2008)

A Fast and Efficient Algorithm for Topology-Aware Coallocation. - Valentin Kravtsov; Martin T. Swain; Uri Dubin; Werner Dubitzky; Assaf Schuster (ICCS (1), 2008)

Comparing Grid Computing Solutions for Reverse-Engineering Gene Regulatory Networks. - Martin T. Swain; Johannes J. Mandel; Werner Dubitzky (ICCS (1), 2008)

Grid Computing Solutions for Distributed Repositories of Protein Folding and Unfolding Simulations. - Martin T. Swain; Vitaliy Ostropytskyy; Cândida G. Silva; Frederic T. Stahl; Olivier Riche; Rui M. M. Brito; Werner Dubitzky (ICCS (3), 2008)

Grid-enabling data mining applications with DataMiningGrid: An architectural perspective. - Vlado Stankovski; Martin T. Swain; Valentin Kravtsov; Thomas Niessen; Dennis Wegener; Jörg Kindermann; Werner Dubitzky (Future Gener. Comput. Syst., 2008)

Digging Deep into the Data Mine with DataMiningGrid. - Vlado Stankovski; Martin T. Swain; Valentin Kravtsov; Thomas Niessen; Dennis Wegener; M. Rohm; Jernej Trnkoczy; Michael May 001; Jürgen Franke 003; Assaf Schuster; Werner Dubitzky (IEEE Internet Comput., 2008)

A standard-compliant global map of the bile acid/xenobiotic signaling network: Construction and automated query processing. - Oliver Schmidt; José López; Francisco Azuaje; Paul Thompson; Martin T. Swain; Werner Dubitzky (BIOCOMP, 2009)

Complex System Simulations with QosCosGrid. - Krzysztof Kurowski; Walter de Back; Werner Dubitzky; László Gulyás; George Kampis; Mariusz Mamonski; Gabor Szemes; Martin T. Swain (ICCS (1), 2009)

Editorial. - Werner Dubitzky (Briefings Bioinform., 2009)

Comparative study of three commonly used continuous deterministic methods for modeling gene regulation networks. - Martin T. Swain; Johannes J. Mandel; Werner Dubitzky (BMC Bioinform., 2010)

P-found: Grid-enabling distributed repositories of protein folding and unfolding simulations for data mining. - Martin T. Swain; Cândida G. Silva; Nuno Loureiro-Ferreira; Vitaliy Ostropytskyy; João Brito; Olivier Riche; Frederic T. Stahl; Werner Dubitzky; Rui M. M. Brito (Future Gener. Comput. Syst., 2010)

An Efficient Method for Modeling Kinetic Behavior of Channel Proteins in Cardiomyocytes. - Chong Wang; Peter Beyerlein; Heike Pospisil; Antje Krause; Chris D. Nugent; Werner Dubitzky (IEEE ACM Trans. Comput. Biol. Bioinform., 2012)

Towards Creative Information Exploration Based on Koestler's Concept of Bisociation. - Werner Dubitzky; Tobias Kötter; Oliver Schmidt; Michael R. Berthold (Bisociative Knowledge Discovery, 2012)

Bisociative Exploration of Biological and Financial Literature Using Clustering. - Oliver Schmidt; Janez Kranjc; Igor Mozetic; Paul Thompson; Werner Dubitzky (Bisociative Knowledge Discovery, 2012)

Reverse engineering of gene regulation models from multi-condition experiments. - Noel Kennedy; Alexandru E. Mizeranschi; Paul Thompson; Huiru Zheng; Werner Dubitzky (CIBCB, 2013)

A multi-model reverse-engineering algorithm for large gene regulation networks. - Alexandru E. Mizeranschi; Paul Thompson; Huiru Zheng; Werner Dubitzky (BIBM, 2014)

The Influence of Network Topology on Reverse-engineering of Gene-regulatory Networks. - Alexandru E. Mizeranschi; Noel Kennedy; Paul Thompson; Huiru Zheng; Werner Dubitzky (ICCS, 2014)

Guest Editorial: Data Mining in Bioinformatics, Biomedicine, and Healthcare Informatics. - Jean X. Gao; Werner Dubitzky (IEEE J. Biomed. Health Informatics, 2014)

Computational Systems Biomedicine. - Werner Dubitzky (Briefings Bioinform., 2016)

MultiGrain/MAPPER: A distributed multiscale computing approach to modeling and simulating gene regulation networks. - Alexandru E. Mizeranschi; Martin T. Swain; Raluca Scona; Quentin Fazilleau; Bartosz Bosak; Tomasz Piontek; Piotr Kopta; Paul Thompson; Werner Dubitzky (Future Gener. Comput. Syst., 2016)

A two-stage inference algorithm for gene regulation network models. - Alexandru E. Mizeranschi; Huiru Zheng; Paul Thompson; Werner Dubitzky (Int. J. Comput. Biol. Drug Des., 2016)

On the Jeffreys-Lindley Paradox and the Looming Reproducibility Crisis in Machine Learning. - Daniel P. Berrar; Werner Dubitzky (DSAA, 2017)

Caveats and pitfalls in crowdsourcing research: the case of soccer referee bias. - Daniel P. Berrar; Philippe Lopes; Werner Dubitzky (Int. J. Data Sci. Anal., 2017)

Should significance testing be abandoned in machine learning? - Daniel Berrar; Werner Dubitzky (Int. J. Data Sci. Anal., 2019)

Incorporating domain knowledge in machine learning for soccer outcome prediction. - Daniel Berrar; Philippe Lopes; Werner Dubitzky (Mach. Learn., 2019)

Guest editorial: special issue on machine learning for soccer. - Daniel Berrar; Philippe Lopes; Jesse Davis; Werner Dubitzky (Mach. Learn., 2019)

The Open International Soccer Database for machine learning. - Werner Dubitzky; Philippe Lopes; Jesse Davis; Daniel Berrar (Mach. Learn., 2019)

Deep learning in bioinformatics and biomedicine. - Daniel Berrar; Werner Dubitzky (Briefings Bioinform., 2021)

A data- and knowledge-driven framework for developing machine learning models to predict soccer match outcomes. - Daniel Berrar; Philippe Lopes; Werner Dubitzky (Mach. Learn., 2024)