Ilya B. Muchnik

According to our database, Ilya B. Muchnik authored at least 41 papers between 1989 and 2012.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2012

A Heuristic for Non-convex Variance-Based Clustering Criteria.

Rodrigo F. Toso, Casimir A. Kulikowski, Ilya B. Muchnik

Proceedings of the Experimental Algorithms - 11th International Symposium, 2012

2010

A Maximum-Likelihood Formulation and EM Algorithm for the Protein Multiple Alignment Problem.

Valentina Sulimova, Nikolay Razin, Vadim Mottl, Ilya B. Muchnik, Casimir A. Kulikowski

Proceedings of the Pattern Recognition in Bioinformatics, 2010

2009

A Class of Evolution-Based Kernels for Protein Homology Analysis: A Generalization of the PAM Model.

Valentina Sulimova, Vadim Mottl, Boris G. Mirkin, Ilya B. Muchnik, Casimir A. Kulikowski

Proceedings of the Bioinformatics Research and Applications, 5th International Symposium, 2009

Comparative Analysis of Support Vector Machines Based on Linear and Quadratic Optimization Criteria.

Alexey Nefedov, Jiankuan Ye, Casimir A. Kulikowski, Ilya B. Muchnik, Kenton Morgan

Proceedings of the International Conference on Machine Learning and Applications, 2009

2008

Quasi-concave functions on meet-semilattices.

Yulia Kempner, Ilya B. Muchnik

Discret. Appl. Math., 2008

A Graph-Based Approach for Image Segmentation.

Thang V. Le, Casimir A. Kulikowski, Ilya B. Muchnik

Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Coring method for clustering a graph.

Thang V. Le, Casimir A. Kulikowski, Ilya B. Muchnik

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007

Ortholog Clustering on a Multipartite Graph.

Akshay Vashist, Casimir A. Kulikowski, Ilya B. Muchnik

IEEE ACM Trans. Comput. Biol. Bioinform., 2007

Combinatorial and statistical methods for part selection for object recognition.

Zhipeng Zhao, Akshay Vashist, Ahmed M. Elgammal, Ilya B. Muchnik, Casimir A. Kulikowski

Int. J. Comput. Math., 2007

2006

Protein Function Annotation Based on Ortholog Clusters Extracted from Incomplete Genomes Using Combinatorial Optimization.

Akshay Vashist, Casimir A. Kulikowski, Ilya B. Muchnik

Proceedings of the Research in Computational Molecular Biology, 2006

Discriminative Patch Selection using Combinatorial and Statistical Models for Patch-Based Object Recognition.

Akshay Vashist, Zhipeng Zhao, Ahmed M. Elgammal, Ilya B. Muchnik, Casimir A. Kulikowski

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2005

A sparse dynamic programming algorithm for alignment with non-overlapping inversions.

Alair Pereira do Lago, Ilya B. Muchnik, Casimir A. Kulikowski

RAIRO Theor. Informatics Appl., 2005

Screening for Ortholog Clusters Using Multipartite Graph Clustering by Quasi-Concave Set Function Optimization.

Akshay Vashist, Casimir A. Kulikowski, Ilya B. Muchnik

Proceedings of the Rough Sets, 2005

Principles of Multi-kernel Data Mining.

Vadim Mottl, Olga Krasotkina, Oleg Seredin, Ilya B. Muchnik

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005

Automatic Protein Function Annotation through Candidate Ortholog Clusters from Incomplete Genomes.

Akshay Vashist, Casimir A. Kulikowski, Ilya B. Muchnik

Proceedings of the Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference Workshops & Poster Abstracts, 2005

Protein-Protein Interaction Prediction Based on Sequence Data by Support Vector Machine with Probability Assignment.

Jiankuan Ye, Casimir A. Kulikowski, Ilya B. Muchnik

Proceedings of the 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2005

A New Combinatorial Approach to Supervised Learning: Application to Gait Recognition.

Rong Zhang, Akshay Vashist, Ilya B. Muchnik, Casimir A. Kulikowski, Dimitris N. Metaxas

Proceedings of the Analysis and Modelling of Faces and Gestures, 2005

2004

Distinguishing Mislabeled Data from Correctly Labeled Data in Classifier Design.

Sundara Venkataraman, Dimitris N. Metaxas, Dmitriy Fradkin, Casimir A. Kulikowski, Ilya B. Muchnik

Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

Validation of Epidemiological Models: Chicken Epidemiology in the UK.

Dmitriy Fradkin, Ilya B. Muchnik, Patrick Hermans, Kenton Morgan

Proceedings of the Discrete Methods in Epidemiology, 2004

Selected Data Mining Concepts.

James Abello, Graham Cormode, Dmitriy Fradkin, David Madigan, Ofer Melnik, Ilya B. Muchnik

Proceedings of the Discrete Methods in Epidemiology, 2004

2003

An O(n⁴) algorithm for alignment with non-overlapping inversions.

Alair Pereira do Lago, Ilya B. Muchnik, Casimir A. Kulikowski

Proceedings of the II Brazilian Workshop on Bioinformatics, 2003

2002

Set covering submodular maximization: An optimal algorithm for data mining in bioinformatics and medical informatics.

Alexander Genkin, Casimir A. Kulikowski, Ilya B. Muchnik

J. Intell. Fuzzy Syst., 2002

Induced layered clusters, hereditary mappings, and convex geometries.

Boris G. Mirkin, Ilya B. Muchnik

Appl. Math. Lett., 2002

Layered clusters of tightness set functions.

Boris G. Mirkin, Ilya B. Muchnik

Appl. Math. Lett., 2002

Featureless Pattern Recognition in an Imaginary Hilbert Space.

Vadim Mottl, Oleg Seredin, Sergey D. Dvoenko, Casimir A. Kulikowski, Ilya B. Muchnik

Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001

Featureless Pattern Recognition in an Imaginary Hilbert Space and Its Application to Protein Fold Classification.

Vadim Mottl, Sergey D. Dvoenko, Oleg Seredin, Casimir A. Kulikowski, Ilya B. Muchnik

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2001

Protein Structural Domain Parsing by Consensus Reasoning over Multiple Knowledge Sources and Methods.

Casimir A. Kulikowski, Ilya B. Muchnik, HwaSeob J. Yun, Aynur A. Dayanik, Deyou Zhang, Yueyue Song, Gaetano T. Montelione

Proceedings of the MEDINFO 2001, 2001

2000

An Implementation of Logical Analysis of Data.

Endre Boros, Peter L. Hammer, Toshihide Ibaraki, Alexander Kogan, Eddy Mayoraz, Ilya B. Muchnik

IEEE Trans. Knowl. Data Eng., 2000

Pattern Recognition in Spatial Data: A New Method of Seismic Explorations for Oil and Gas in Crystalline Basement Rocks.

Vadim Mottl, Sergey D. Dvoenko, Vladimir Levyant, Ilya B. Muchnik

Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999

Logical analysis of Chinese labor productivity patterns.

Alexander B. Hammer, Peter L. Hammer, Ilya B. Muchnik

Ann. Oper. Res., 1999

Analysis of Ribosomal RNA Sequences by Combinatorial Clustering.

Poe Xing, Casimir A. Kulikowski, Ilya B. Muchnik, Inna Dubchak, Denise M. Wolf, Sylvia Spengler, Manfred Zorn

Proceedings of the Seventh International Conference on Intelligent Systems for Molecular Biology, 1999

1998

Variational methods in signal and image analysis.

Vadim Mottl, Alexander Blinov, Andrey Kopylov, Alexey Kostin, Ilya B. Muchnik

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1997

Protein Folding Class Predictor for SCOP: Approach Based on Global Descriptors.

Inna Dubchak, Ilya B. Muchnik, Sung-Hou Kim

Proceedings of the 5th International Conference on Intelligent Systems for Molecular Biology, 1997

1996

Hidden tree-like quasi-Markov model and generalized technique for a class of image processing problems.

Vadim Mottl, Ilya B. Muchnik, Alexander Blinov, Andrey Kopylov

Proceedings of the 13th International Conference on Pattern Recognition, 1996

1995

A Biologically Consistent Model for Comparing Molecular Phylogenies.

Boris G. Mirkin, Ilya B. Muchnik, Temple F. Smith

J. Comput. Biol., 1995

Relation Between Protein Structure, Sequence Homology and Composition of Amino Acids.

Eddy Mayoraz, Inna Dubchak, Ilya B. Muchnik

Proceedings of the Third International Conference on Intelligent Systems for Molecular Biology, 1995

1992

Functional Dependencies in Relational Databases: A Lattice Point of View.

János Demetrovics, Leonid Libkin, Ilya B. Muchnik

Discret. Appl. Math., 1992

Normal Form Relation Schemes: A New Characterization.

János Demetrovics, G. Hencsey, Leonid Libkin, Ilya B. Muchnik

Acta Cybern., 1992

On the Interaction Between Closure Operations and Choice Functions with Applications to Relational Database.

János Demetrovics, G. Hencsey, Leonid Libkin, Ilya B. Muchnik

Acta Cybern., 1992

1991

On Relational Database Schemes Having Unique Minimal Key.

Joachim Biskup, János Demetrovics, Leonid Libkin, Ilya B. Muchnik

J. Inf. Process. Cybern., 1991

1989

Functional Dependencies and the Semilattice of Closed Classes.

János Demetrovics, Leonid Libkin, Ilya B. Muchnik

Proceedings of the MFDBS 89, 1989