Werner Dubitzky

According to our database1, Werner Dubitzky authored at least 76 papers between 1995 and 2017.

Collaborative distances :
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2017
Caveats and pitfalls in crowdsourcing research: the case of soccer referee bias.
I. J. Data Science and Analytics, 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
A two-stage inference algorithm for gene regulation network models.
I. J. Computational Biology and Drug Design, 2016

MultiGrain/MAPPER: A distributed multiscale computing approach to modeling and simulating gene regulation networks.
Future Generation Comp. Syst., 2016

Computational Systems Biomedicine.
Briefings in Bioinformatics, 2016

2014
Guest Editorial: Data Mining in Bioinformatics, Biomedicine, and Healthcare Informatics.
IEEE J. Biomedical and Health Informatics, 2014

The Influence of Network Topology on Reverse-engineering of Gene-regulatory Networks.
Proceedings of the International Conference on Computational Science, 2014

A multi-model reverse-engineering algorithm for large gene regulation networks.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

2013
Corporate Evidential Decision Making in Performance Prediction Domains
CoRR, 2013

Reverse engineering of gene regulation models from multi-condition experiments.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 2013

2012
Bisociative Exploration of Biological and Financial Literature Using Clustering.
Proceedings of the Bisociative Knowledge Discovery, 2012

Towards Creative Information Exploration Based on Koestler's Concept of Bisociation.
Proceedings of the Bisociative Knowledge Discovery, 2012

An Efficient Method for Modeling Kinetic Behavior of Channel Proteins in Cardiomyocytes.
IEEE/ACM Trans. Comput. Biology Bioinform., 2012

2010
P-found: Grid-enabling distributed repositories of protein folding and unfolding simulations for data mining.
Future Generation Comp. Syst., 2010

Comparative study of three commonly used continuous deterministic methods for modeling gene regulation networks.
BMC Bioinformatics, 2010

2009
Editorial.
Briefings in Bioinformatics, 2009

Complex System Simulations with QosCosGrid.
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
Digging Deep into the Data Mine with DataMiningGrid.
IEEE Internet Computing, 2008

Grid-enabling data mining applications with DataMiningGrid: An architectural perspective.
Future Generation Comp. Syst., 2008

Grid Computing Solutions for Distributed Repositories of Protein Folding and Unfolding Simulations.
Proceedings of the Computational Science, 2008

Comparing Grid Computing Solutions for Reverse-Engineering Gene Regulatory Networks.
Proceedings of the Computational Science, 2008

A Fast and Efficient Algorithm for Topology-Aware Coallocation.
Proceedings of the Computational Science, 2008

Quasi-opportunistic Supercomputing in Grid Environments.
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.
Journal of Computational Biology, 2007

Special section: Data mining in grid computing environments.
Future Generation Comp. Syst., 2007

Modeling biochemical transformation processes and information processing with Narrator.
BMC Bioinformatics, 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 Bioinformatics, 2006

Instance-based concept learning from multiclass DNA microarray data.
BMC Bioinformatics, 2006

Avoiding model selection bias in small-sample genomic datasets.
Bioinformatics, 2006

Computational methodologies for modelling, analysis and simulation of signalling networks.
Briefings in Bioinformatics, 2006

Understanding the computational methodologies of systems biology.
Briefings in Bioinformatics, 2006

An evidential approach in ensembles.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

GetItFull - A Tool for Downloading and Pre-processing Full-Text Journal Articles.
Proceedings of the Knowledge Discovery in Life Science Literature, 2006

Markov Modeling of Conformational Kinetics of Cardiac Ion Channel Proteins.
Proceedings of the Biological and Medical Data Analysis, 7th International Symposium, 2006

Bistable switching and excitable behaviour in the activation of Src at mitosis.
Proceedings of the Proceedings 14th International Conference on Intelligent Systems for Molecular Biology 2006, 2006

Neural Plasma.
Proceedings of the Artificial Intelligence in Theory and Practice, 2006

P-found: The Protein Folding and Unfolding Simulation Repository.
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.
Journal of Computational Biology, 2005

Mathematical models of cell cycle regulation.
Briefings in Bioinformatics, 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

A flexible and robust similarity measure based on contextual probability.
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

Grid warehousing of molecular dynamics protein unfolding data.
Proceedings of the 5th International Symposium on Cluster Computing and the Grid (CCGrid 2005), 2005

2004
Grid-enabled data warehousing for molecular engineering.
Parallel Computing, 2004

Representing bioinformatics causality.
Briefings in Bioinformatics, 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

Classification Decision Combination for Text Categorization: An Experimental Study.
Proceedings of the Database and Expert Systems Applications, 15th International Conference, 2004

2003
Book Reviews.
IEEE Trans. Neural Networks, 2003

Editorial - AI in the Life Sciences.
Artif. Intell. Rev., 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

Can the Grid Help to Solve the Data Integration Problems in Molecular Biology?
Proceedings of the 3rd IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2003), 2003

2000
Discovering relevance knowledge in data: a growing cell structures approach.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2000

Retrieval strategies for case-based reasoning: a categorised bibliography.
Knowledge Eng. Review, 2000

1999
Towards Automated Case Knowledge Discovery in the M2 Case-Based Reasoning System.
Knowl. Inf. Syst., 1999

Towards Concept-Oriented Databases.
Data Knowl. Eng., 1999

Predicting coronary disease risk based on short-term RR interval measurements: a neural network approach.
Artificial Intelligence in 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
Knowledge integration in case-based reasoning : a concept-centred approach.
PhD thesis, 1997

An Advanced Case-Knowledge Architecture Based on Fuzzy Objects.
Appl. Intell., 1997

Corporate Evidential Decision Making in Performance Prediction Domains.
Proceedings of the UAI '97: Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence, 1997

Aggregating Features and Matching Cases on Vague Linguistic Expressions.
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
Case Memory and the Behaviouristic Model of Concepts and Cognition.
Proceedings of the Advances in Case-Based Reasoning, Third European Workshop, 1996

1995
Conceptual Distance of Numerically Specified Case Features.
Proceedings of the 2nd New Zealand Two-Stream International Conference on Artificial Neural Networks and Expert Systems (ANNES '95), 1995


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