Functional Dependencies and the Semilattice of Closed Classes. - János Demetrovics; Leonid Libkin; Ilya B. Muchnik (MFDBS, 1989)

On Relational Database Schemes Having Unique Minimal Key. - Joachim Biskup; János Demetrovics; Leonid Libkin; Ilya B. Muchnik (J. Inf. Process. Cybern., 1991)

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)

Normal Form Relation Schemes: A New Characterization. - János Demetrovics; G. Hencsey; Leonid Libkin; Ilya B. Muchnik (Acta Cybern., 1992)

Functional Dependencies in Relational Databases: A Lattice Point of View. - János Demetrovics; Leonid Libkin; Ilya B. Muchnik (Discret. Appl. Math., 1992)

Relation Between Protein Structure, Sequence Homology and Composition of Amino Acids. - Eddy Mayoraz; Inna Dubchak; Ilya B. Muchnik (ISMB, 1995)

A Biologically Consistent Model for Comparing Molecular Phylogenies. - Boris G. Mirkin; Ilya B. Muchnik; Temple F. Smith (J. Comput. Biol., 1995)

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 (ICPR, 1996)

Protein Folding Class Predictor for SCOP: Approach Based on Global Descriptors. - Inna Dubchak; Ilya B. Muchnik; Sung-Hou Kim (ISMB, 1997)

Variational methods in signal and image analysis. - Vadim Mottl; Alexander Blinov; Andrey Kopylov; Alexey Kostin; Ilya B. Muchnik (ICPR, 1998)

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 (ISMB, 1999)

Logical analysis of Chinese labor productivity patterns. - Alexander B. Hammer; Peter L. Hammer; Ilya B. Muchnik (Ann. Oper. Res., 1999)

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 (ICPR, 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)

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 (MedInfo, 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 (MLDM, 2001)

Featureless Pattern Recognition in an Imaginary Hilbert Space. - Vadim Mottl; Oleg Seredin; Sergey D. Dvoenko; Casimir A. Kulikowski; Ilya B. Muchnik (ICPR (2), 2002)

Layered clusters of tightness set functions. - Boris G. Mirkin; Ilya B. Muchnik (Appl. Math. Lett., 2002)

Induced layered clusters, hereditary mappings, and convex geometries. - Boris G. Mirkin; Ilya B. Muchnik (Appl. Math. Lett., 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)

An O(n4) algorithm for alignment with non-overlapping inversions. - Alair Pereira do Lago; Ilya B. Muchnik; Casimir A. Kulikowski (WOB, 2003)

Selected Data Mining Concepts. - James Abello; Graham Cormode; Dmitriy Fradkin; David Madigan; Ofer Melnik; Ilya B. Muchnik (Discrete Methods in Epidemiology, 2004)

Validation of Epidemiological Models: Chicken Epidemiology in the UK. - Dmitriy Fradkin; Ilya B. Muchnik; Patrick Hermans; Kenton Morgan (Discrete Methods in Epidemiology, 2004)

Distinguishing Mislabeled Data from Correctly Labeled Data in Classifier Design. - Sundara Venkataraman; Dimitris N. Metaxas; Dmitriy Fradkin; Casimir A. Kulikowski; Ilya B. Muchnik (ICTAI, 2004)

A New Combinatorial Approach to Supervised Learning: Application to Gait Recognition. - Rong Zhang; Akshay Vashist; Ilya B. Muchnik; Casimir A. Kulikowski; Dimitris N. Metaxas (AMFG, 2005)

Protein-Protein Interaction Prediction Based on Sequence Data by Support Vector Machine with Probability Assignment. - Jiankuan Ye; Casimir A. Kulikowski; Ilya B. Muchnik (CIBCB, 2005)

Automatic Protein Function Annotation through Candidate Ortholog Clusters from Incomplete Genomes. - Akshay Vashist; Casimir A. Kulikowski; Ilya B. Muchnik (CSB Workshops, 2005)

Principles of Multi-kernel Data Mining. - Vadim Mottl; Olga Krasotkina; Oleg Seredin; Ilya B. Muchnik (MLDM, 2005)

Screening for Ortholog Clusters Using Multipartite Graph Clustering by Quasi-Concave Set Function Optimization. - Akshay Vashist; Casimir A. Kulikowski; Ilya B. Muchnik (RSFDGrC (2), 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)

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 (CVPR Workshops, 2006)

Protein Function Annotation Based on Ortholog Clusters Extracted from Incomplete Genomes Using Combinatorial Optimization. - Akshay Vashist; Casimir A. Kulikowski; Ilya B. Muchnik (RECOMB, 2006)

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)

Ortholog Clustering on a Multipartite Graph. - Akshay Vashist; Casimir A. Kulikowski; Ilya B. Muchnik (IEEE ACM Trans. Comput. Biol. Bioinform., 2007)

Coring method for clustering a graph. - Thang V. Le; Casimir A. Kulikowski; Ilya B. Muchnik (ICPR, 2008)

A Graph-Based Approach for Image Segmentation. - Thang V. Le; Casimir A. Kulikowski; Ilya B. Muchnik (ISVC (1), 2008)

Quasi-concave functions on meet-semilattices. - Yulia Kempner; Ilya B. Muchnik (Discret. Appl. Math., 2008)

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 (ICMLA, 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 (ISBRA, 2009)

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 (PRIB, 2010)

A Heuristic for Non-convex Variance-Based Clustering Criteria. - Rodrigo F. Toso; Casimir A. Kulikowski; Ilya B. Muchnik (SEA, 2012)