Ilya B. Muchnik

Rodrigo F. Toso, Casimir A. Kulikowski, Ilya B. Muchnik: A Heuristic for Non-convex Variance-Based Clustering Criteria. SEA 2012: 381-392

Valentina Sulimova, Nikolay Razin, Vadim Mottl, Ilya B. Muchnik, Casimir A. Kulikowski: A Maximum-Likelihood Formulation and EM Algorithm for the Protein Multiple Alignment Problem. PRIB 2010: 171-182

Alexey Nefedov, Jiankuan Ye, Casimir A. Kulikowski, Ilya B. Muchnik, Kenton Morgan: Comparative Analysis of Support Vector Machines Based on Linear and Quadratic Optimization Criteria. ICMLA 2009: 288-293

Valentina Sulimova, Vadim Mottl, Boris Mirkin, Ilya B. Muchnik, Casimir A. Kulikowski: A Class of Evolution-Based Kernels for Protein Homology Analysis: A Generalization of the PAM Model. ISBRA 2009: 284-296

Yulia Kempner, Ilya B. Muchnik: Quasi-concave functions on meet-semilattices. Discrete Applied Mathematics 156(4): 492-499 (2008)

Thang V. Le, Casimir A. Kulikowski, Ilya B. Muchnik: Coring method for clustering a graph. ICPR 2008: 1-4

Thang V. Le, Casimir A. Kulikowski, Ilya B. Muchnik: A Graph-Based Approach for Image Segmentation. ISVC (1) 2008: 278-287

Zhipeng Zhao, Akshay Vashist, Ahmed M. Elgammal, Ilya B. Muchnik, Casimir A. Kulikowski: Combinatorial and statistical methods for part selection for object recognition. Int. J. Comput. Math. 84(9): 1285-1297 (2007)

Akshay Vashist, Casimir A. Kulikowski, Ilya B. Muchnik: Ortholog Clustering on a Multipartite Graph. IEEE/ACM Trans. Comput. Biology Bioinform. 4(1): 17-27 (2007)

Akshay Vashist, Casimir A. Kulikowski, Ilya B. Muchnik: Protein Function Annotation Based on Ortholog Clusters Extracted from Incomplete Genomes Using Combinatorial Optimization. RECOMB 2006: 99-113

Alair Pereira do Lago, Ilya B. Muchnik, Casimir A. Kulikowski: A sparse dynamic programming algorithm for alignment with non-overlapping inversions. ITA 39(1): 175-189 (2005)

Rong Zhang, Akshay Vashist, Ilya B. Muchnik, Casimir A. Kulikowski, Dimitris N. Metaxas: A New Combinatorial Approach to Supervised Learning: Application to Gait Recognition. AMFG 2005: 55-69

Jiankuan Ye, Casimir A. Kulikowski, Ilya B. Muchnik: Protein-Protein Interaction Prediction Based on Sequence Data by Support Vector Machine with Probability Assignment. CIBCB 2005: 318-324

Akshay Vashist, Casimir A. Kulikowski, Ilya B. Muchnik: Automatic Protein Function Annotation through Candidate Ortholog Clusters from Incomplete Genomes. CSB Workshops 2005: 73-74

Vadim Mottl, Olga Krasotkina, Oleg Seredin, Ilya B. Muchnik: Principles of Multi-kernel Data Mining. MLDM 2005: 52-61

Akshay Vashist, Casimir A. Kulikowski, Ilya B. Muchnik: Screening for Ortholog Clusters Using Multipartite Graph Clustering by Quasi-Concave Set Function Optimization. RSFDGrC (2) 2005: 409-419

Akshay Vashist, Casimir A. Kulikowski, Ilya B. Muchnik: Ortholog Clustering on a Multipartite Graph. WABI 2005: 328-340

Sundara Venkataraman, Dimitris N. Metaxas, Dmitriy Fradkin, Casimir A. Kulikowski, Ilya B. Muchnik: Distinguishing Mislabeled Data from Correctly Labeled Data in Classifier Design. ICTAI 2004: 668-672

Alair Pereira do Lago, Ilya B. Muchnik, Casimir A. Kulikowski: An O(n⁴) algorithm for alignment with non-overlapping inversions. WOB 2003: 103-112

Boris Mirkin, Ilya B. Muchnik: Layered clusters of tightness set functions. Appl. Math. Lett. 15(2): 147-151 (2002)

Boris Mirkin, Ilya B. Muchnik: Induced layered clusters, hereditary mappings, and convex geometries. Appl. Math. Lett. 15(3): 293-298 (2002)

Alexander Genkin, Casimir A. Kulikowski, Ilya B. Muchnik: Set covering submodular maximization: An optimal algorithm for data mining in bioinformatics and medical informatics. Journal of Intelligent and Fuzzy Systems 12(1): 5-17 (2002)

Vadim Mottl, Oleg Seredin, Sergey Dvoenko, Casimir A. Kulikowski, Ilya B. Muchnik: Featureless Pattern Recognition in an Imaginary Hilbert Space. ICPR (2) 2002: 88-91

Vadim Mottl, Sergey Dvoenko, Oleg Seredin, Casimir A. Kulikowski, Ilya B. Muchnik: Featureless Pattern Recognition in an Imaginary Hilbert Space and Its Application to Protein Fold Classification. MLDM 2001: 322-336

Endre Boros, Peter L. Hammer, Toshihide Ibaraki, Alexander Kogan, Eddy Mayoraz, Ilya B. Muchnik: An Implementation of Logical Analysis of Data. IEEE Trans. Knowl. Data Eng. 12(2): 292-306 (2000)

Vadim Mottl, Sergey Dvoenko, Vladimir Levyant, Ilya B. Muchnik: Pattern Recognition in Spatial Data: A New Method of Seismic Explorations for Oil and Gas in Crystalline Basement Rocks. ICPR 2000: 2315-2318

Poe Xing, Casimir A. Kulikowski, Ilya B. Muchnik, Inna Dubchak, Denise M. Wolf, Sylvia Spengler, Manfred Zorn: Analysis of Ribosomal RNA Sequences by Combinatorial Clustering. ISMB 1999: 287-296

Inna Dubchak, Ilya B. Muchnik, Sung-Hou Kim: Protein Folding Class Predictor for SCOP: Approach Based on Global Descriptors. ISMB 1997: 104-107

Boris Mirkin, Ilya B. Muchnik, Temple F. Smith: A Biologically Consistent Model for Comparing Molecular Phylogenies. Journal of Computational Biology 2(4): 493-507 (1995)

Eddy Mayoraz, Inna Dubchak, Ilya B. Muchnik: Relation Between Protein Structure, Sequence Homology and Composition of Amino Acids. ISMB 1995: 240-248

János Demetrovics, G. Hencsey, Leonid Libkin, Ilya B. Muchnik: On the Interaction Between Closure Operations and Choice Functions with Applications to Relational Database. Acta Cybern. 10(3): 129-140 (1992)

János Demetrovics, G. Hencsey, Leonid Libkin, Ilya B. Muchnik: Normal Form Relation Schemes: A New Characterization. Acta Cybern. 10(3): 141-164 (1992)

János Demetrovics, Leonid Libkin, Ilya B. Muchnik: Functional Dependencies in Relational Databases: A Lattice Point of View. Discrete Applied Mathematics 40(2): 155-185 (1992)

Joachim Biskup, János Demetrovics, Leonid Libkin, Ilya B. Muchnik: On Relational Database Schemes Having Unique Minimal Key. Elektronische Informationsverarbeitung und Kybernetik 27(4): 217-225 (1991)

János Demetrovics, Leonid Libkin, Ilya B. Muchnik: Functional Dependencies and the Semilattice of Closed Classes. MFDBS 1989: 136-147