Jan Komorowski

Orcid: 0000-0002-0766-8789

Affiliations:
  • Uppsala University, Sweden


According to our database1, Jan Komorowski authored at least 69 papers between 1982 and 2023.

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Bibliography

2023
MindReader: Unsupervised Classification of Electroencephalographic Data.
Sensors, March, 2023

2021
R.ROSETTA: an interpretable machine learning framework.
BMC Bioinform., 2021

2020
||-ROSETTA.
Trans. Rough Sets, 2020

Analyses of non-coding somatic drivers in 2,658 cancer whole genomes.
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Nat., 2020

2018
Stratifying Cervical Cancer Risk with Registry Data.
Proceedings of the 14th IEEE International Conference on e-Science, 2018

2016
Selection of Significant Features Using Monte Carlo Feature Selection.
Proceedings of the Challenges in Computational Statistics and Data Mining, 2016

Combinatorial identification of DNA methylation patterns over age in the human brain.
BMC Bioinform., 2016

2014
Ciruvis: a web-based tool for rule networks and interaction detection using rule-based classifiers.
BMC Bioinform., 2014

2013
Random Reducts: A Monte Carlo Rough Set-based Method for Feature Selection in Large Datasets.
Fundam. Informaticae, 2013

Peak Finder Metaserver - a novel application for finding peaks in ChIP-seq data.
BMC Bioinform., 2013

2012
A strand specific high resolution normalization method for chip-sequencing data employing multiple experimental control measurements.
Algorithms Mol. Biol., 2012

2010
Monte Carlo Feature Selection and Interdependency Discovery in Supervised Classification.
Proceedings of the Advances in Machine Learning II, 2010

SICTIN: Rapid footprinting of massively parallel sequencing data.
BioData Min., 2010

2009
Gene expression trends and protein features effectively complement each other in gene function prediction.
Bioinform., 2009

2008
Generalized Proteochemometric Model of Multiple Cytochrome P450 Enzymes and Their Inhibitors.
J. Chem. Inf. Model., 2008

Genome-scale study of the importance of binding site context for transcription factor binding and gene regulation.
BMC Bioinform., 2008

Monte Carlo feature selection for supervised classification.
Bioinform., 2008

A segmental maximum a posteriori approach to genome-wide copy number profiling.
Bioinform., 2008

2007
Rough Sets in Bioinformatics.
Trans. Rough Sets, 2007

A Look Inside HIV Resistance through Retroviral Protease Interaction Maps.
PLoS Comput. Biol., 2007

Revealing cell cycle control by combining model-based detection of periodic expression with novel cis-regulatory descriptors.
BMC Syst. Biol., 2007

2006
Using local gene expression similarities to discover regulatory binding site modules.
BMC Bioinform., 2006

The LCB Data Warehouse.
Bioinform., 2006

A Statistical Method for Determining Importance of Variables in an Information System.
Proceedings of the Rough Sets and Current Trends in Computing, 2006

2005
RoSy: A Rough Knowledge Base System.
Proceedings of the Rough Sets, 2005

Soft Computing Approach to the Analysis of the Amino Acid Similarity Matrices.
Proceedings of the Intelligent Information Processing and Web Mining, 2005

An Approach to Mining Data with Continuous Decision Values.
Proceedings of the Intelligent Information Processing and Web Mining, 2005

A study on Monte Carlo Gene Screening.
Proceedings of the Intelligent Information Processing and Web Mining, 2005

2004
A novel approach to fold recognition using sequence-derived properties from sets of structurally similar local fragments of proteins.
Bioinform., 2004

Feature Synthesis and Extraction for the Construction of Generalized Properties of Amino Acids.
Proceedings of the Rough Sets and Current Trends in Computing, 2004

Proteochemometrics Modeling of Receptor-Ligand Interactions Using Rough Sets.
Proceedings of the German Conference on Bioinformatics (GCB 2004), Bielefeld, 2004

2003
Learning Rule-based Models of Biological Process from Gene Expression Time Profiles Using Gene Ontology.
Bioinform., 2003

A rule-based framework for gene regulation pathways discovery.
Proceedings of the 2nd IEEE Computer Society Bioinformatics Conference, 2003

Fold Recognition Using Sequence Fingerprints of Protein Local Substructures.
Proceedings of the 2nd IEEE Computer Society Bioinformatics Conference, 2003

2002
Learning Rough Set Classifiers from Gene Expressions and Clinical Data.
Fundam. Informaticae, 2002

A Rough Set Framework for Learning in a Directed Acyclic Graph.
Proceedings of the Rough Sets and Current Trends in Computing, 2002

Modelling Biological Phenomena with Rough Sets.
Proceedings of the Rough Sets and Current Trends in Computing, 2002

2001
Methods for Large-Scale Mining of Networks of Human Genes.
Proceedings of the First SIAM International Conference on Data Mining, 2001

Predicting Gene Function from Gene Expressions and Ontologies.
Proceedings of the 6th Pacific Symposium on Biocomputing, 2001

Classification of Gene Expression Data in an Ontology.
Proceedings of the Medical Data Analysis, Second International Symposium, 2001

2000
A Rough Set Approach to Inductive Logic Programming.
Proceedings of the Rough Sets and Current Trends in Computing, 2000

Towards Knowledge Discovery from cDNA Microarray Gene Expression Data.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000

1999
Modelling prognostic power of cardiac tests using rough sets.
Artif. Intell. Medicine, 1999

Diagnosing Acute Appendicitis with Very Simple Classification Rules.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999

Taming Large Rule Models in Rough Set Approaches.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999

1998
Some Heuristics for Default Knowledge Discovery.
Proceedings of the Rough Sets and Current Trends in Computing, 1998

1997
Towards a Rough Mereology-Based Logic for Approximate Solution Synthesis. Part 1.
Stud Logica, 1997

Partial Structural Synthesis of Programs.
Fundam. Informaticae, 1997

Rough Sets for Data Mining and Knowledge Discovery (Abstract).
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1997

Modelling cardiac patient set residuals using rough sets.
Proceedings of the AMIA 1997, 1997

1996
Partial Deduction in the Framework of Structural Synthesis of Programs.
Proceedings of the Logic Programming Synthesis and Transformation, 1996

1995
Omega-Perfect Semantics for Inductive Synthesis, Refinement Calculus and Update of Logic Programs.
Proceedings of the Second World Conference on the Fundamentals of Artificial Intelligence, 1995

Task Force on Logic Program Development (Compulog Project).
Proceedings of the 7th Workshop on Logic Programming Environments, 1995

1994
Guest Editors' Preface - Selected Papers from the ISMIS'93 Symposium.
Fundam. Informaticae, 1994

Towards Refinement of Definite Logic Programs.
Proceedings of the Methodologies for Intelligent Systems, 8th International Symposium, 1994

1993
Guest Editor's Introduction.
J. Log. Program., 1993

A Prolegomenon to Partial Deduction.
Fundam. Informaticae, 1993

1992
An Introduction to Partial Deduction.
Proceedings of the Meta-Programming in Logic, 3rd International Workshop, 1992

1991
On Data-type-centered, Correctness-oriented Design.
Proceedings of the Constructing Logic Programs, 1991

1990
Towards a Programming Methodology Founded on Partial Deduction.
Proceedings of the 9th European Conference on Artificial Intelligence, 1990

1988
A declarative logic programming environment.
J. Syst. Softw., 1988

Browsing and Authoring Tools for a Unified Medical Language System.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 1988

1987
Logic Programming and Rapid Prototyping.
Sci. Comput. Program., 1987

On the Mechniszation of Programmer's Knowledge.
Proceedings of the Methodologies for Intelligent Systems, 1987

1985
A model and an implementation of a logic programming environment.
Proceedings of the ACM SIGPLAN 85 Symposium on Language Issues in Programming Environments, 1985

Unification-Free Execution of Logic Programs.
Proceedings of the 1985 Symposium on Logic Programming, 1985

1984
Rapid Software Development in a Database Framework - A Case Study.
Proceedings of the First International Conference on Data Engineering, 1984

1982
Partial Evaluation as a Means for Inferencing Data Structures in an Applicative Language: A Theory and Implementation in the Case of Prolog.
Proceedings of the Conference Record of the Ninth Annual ACM Symposium on Principles of Programming Languages, 1982

An Abstract PROLOG Machine.
Proceedings of the Integrated Interactive Computing Systems: Proceedings of the European Conference on Integrated Interactive Computing Systems, 1982


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