Jirí Kléma

Orcid: 0000-0003-1753-9435

According to our database1, Jirí Kléma authored at least 32 papers between 1998 and 2024.

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

Timeline

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Bibliography

2024
Three Decades of Activations: A Comprehensive Survey of 400 Activation Functions for Neural Networks.
CoRR, 2024

GPACDA - circRNA-Disease Association Prediction with Generating Polynomials.
Proceedings of the Bioinformatics and Biomedical Engineering, 2024

2022
circGPA: circRNA functional annotation based on probability-generating functions.
BMC Bioinform., 2022

On functional annotation with gene co-expression networks.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2020
Finding semantic patterns in omics data using concept rule learning with an ontology-based refinement operator.
BioData Min., 2020

2019
Evaluating Model-free Directional Dependency Methods on Single-cell RNA Sequencing Data with Severe Dropout.
Proceedings of the ICBRA '19: 6th International Conference on Bioinformatics Research and Applications, 2019

2015
Sequential pattern mining for discovering gene interactions and their contextual information from biomedical texts.
J. Biomed. Semant., 2015

Sparse omics-network regularization to increase interpretability and performance of linear classification models.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014
miXGENE Tool for Learning from Heterogeneous Gene Expression Data Using Prior Knowledge.
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

Interaction-Based Aggregation of mRNA and miRNA Expression Profiles to Differentiate Myelodysplastic Syndrome.
Proceedings of the Biomedical Engineering Systems and Technologies, 2014

Knowledge-based Subtractive Integration of mRNA and miRNA Expression Profiles to Differentiate Myelodysplastic Syndrome.
Proceedings of the BIOINFORMATICS 2014, 2014

Network-constrained forest for regularized omics data classification.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

2012
Empirical Evidence of the Applicability of Functional Clustering through Gene Expression Classification.
IEEE ACM Trans. Comput. Biol. Bioinform., 2012

Comparative evaluation of set-level techniques in predictive classification of gene expression samples.
BMC Bioinform., 2012

Machine learning applications in bioinformatics.
Proceedings of the Conference on Theory and Practice of Information Technologies, 2012

2011
Schizophrenia Prediction with the Adaboost Algorithm.
Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011

Comparative Evaluation of Set-Level Techniques in Microarray Classification.
Proceedings of the Bioinformatics Research and Applications - 7th International Symposium, 2011

2009
Combining sequence and itemset mining to discover named entities in biomedical texts: a new type of pattern.
Int. J. Data Min. Model. Manag., 2009

Integrating Multiple-Platform Expression Data through Gene Set Features.
Proceedings of the Bioinformatics Research and Applications, 5th International Symposium, 2009

2008
Sequential Data Mining: A Comparative Case Study in Development of Atherosclerosis Risk Factors.
IEEE Trans. Syst. Man Cybern. Part C, 2008

Constraint-Based Knowledge Discovery from SAGE Data.
Silico Biol., 2008

Gene expression data mining guided by genomic background knowledge.
Proceedings of the SOFSEM 2008: Theory and Practice of Computer Science, 34th Conference on Current Trends in Theory and Practice of Computer Science, Nový Smokovec, Slovakia, January 19-25, 2008, Volume II, 2008

2006
Efficient Mining Under Rich Constraints Derived from Various Datasets.
Proceedings of the Knowledge Discovery in Inductive Databases, 5th International Workshop, 2006

Mining Plausible Patterns from Genomic Data.
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006

2005
Optimized model tuning in medical systems.
Comput. Methods Programs Biomed., 2005

2004
Intelligent Diagnosis and Learning in Centrifugal Pumps.
Proceedings of the Emerging Solutions for Future Manufacturing Systems, 2004

Application of Soft Computing Techniques to Rescue Operation Planning.
Proceedings of the Artificial Intelligence and Soft Computing, 2004

2002
Data Mining and Resource Allocation: A Case Study.
Proceedings of the Knowledge and Technology Integration in Production and Services: Balancing Knowledge in Product and Service Life Cycle, 2002

Optimized Model Tuning in Medical Systems.
Proceedings of the 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), 2002

2001
Notes on Medical Decision Model Creation.
Proceedings of the Medical Data Analysis, Second International Symposium, 2001

Evolving Groups of Basic Decision Trees.
Proceedings of the 14th IEEE Symposium on Computer-Based Medical Systems (CBMS 2001), 2001

1998
Problems of learning in multi-agent systems.
Proceedings of the Intelligent Systems for Manufacturing: Multi-Agent Systems and Virtual Organizations, Proceedings of the BASYS, 1998


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