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Ilya B. Muchnik
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2010 – 2019
- 2012
- [c28]Rodrigo F. Toso, Casimir A. Kulikowski, Ilya B. Muchnik:
A Heuristic for Non-convex Variance-Based Clustering Criteria. SEA 2012: 381-392 - 2010
- [c27]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
2000 – 2009
- 2009
- [c26]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 - [c25]Valentina Sulimova, Vadim Mottl, Boris G. 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 - 2008
- [j14]Yulia Kempner
, Ilya B. Muchnik:
Quasi-concave functions on meet-semilattices. Discret. Appl. Math. 156(4): 492-499 (2008) - [c24]Thang V. Le, Casimir A. Kulikowski, Ilya B. Muchnik:
Coring method for clustering a graph. ICPR 2008: 1-4 - [c23]Thang V. Le, Casimir A. Kulikowski, Ilya B. Muchnik:
A Graph-Based Approach for Image Segmentation. ISVC (1) 2008: 278-287 - 2007
- [j13]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) - [j12]Akshay Vashist, Casimir A. Kulikowski, Ilya B. Muchnik:
Ortholog Clustering on a Multipartite Graph. IEEE ACM Trans. Comput. Biol. Bioinform. 4(1): 17-27 (2007) - 2006
- [c22]Akshay Vashist, Zhipeng Zhao, Ahmed M. Elgammal
, Ilya B. Muchnik, Casimir A. Kulikowski:
Discriminative Patch Selection using Combinatorial and Statistical Models for Patch-Based Object Recognition. CVPR Workshops 2006: 12 - [c21]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 - 2005
- [j11]Alair Pereira do Lago, Ilya B. Muchnik, Casimir A. Kulikowski:
A sparse dynamic programming algorithm for alignment with non-overlapping inversions. RAIRO Theor. Informatics Appl. 39(1): 175-189 (2005) - [c20]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 - [c19]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 - [c18]Akshay Vashist, Casimir A. Kulikowski, Ilya B. Muchnik:
Automatic Protein Function Annotation through Candidate Ortholog Clusters from Incomplete Genomes. CSB Workshops 2005: 73-74 - [c17]Vadim Mottl, Olga Krasotkina, Oleg Seredin, Ilya B. Muchnik:
Principles of Multi-kernel Data Mining. MLDM 2005: 52-61 - [c16]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 - [c15]Akshay Vashist, Casimir A. Kulikowski, Ilya B. Muchnik:
Ortholog Clustering on a Multipartite Graph. WABI 2005: 328-340 - 2004
- [c14]James Abello, Graham Cormode
, Dmitriy Fradkin, David Madigan, Ofer Melnik, Ilya B. Muchnik:
Selected Data Mining Concepts. Discrete Methods in Epidemiology 2004: 1-40 - [c13]Dmitriy Fradkin, Ilya B. Muchnik, Patrick Hermans, Kenton Morgan:
Validation of Epidemiological Models: Chicken Epidemiology in the UK. Discrete Methods in Epidemiology 2004: 243-255 - [c12]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 - 2003
- [c11]Alair Pereira do Lago, Ilya B. Muchnik, Casimir A. Kulikowski:
An O(n4) algorithm for alignment with non-overlapping inversions. WOB 2003: 103-112 - 2002
- [j10]Boris G. Mirkin
, Ilya B. Muchnik:
Layered clusters of tightness set functions. Appl. Math. Lett. 15(2): 147-151 (2002) - [j9]Boris G. Mirkin
, Ilya B. Muchnik:
Induced layered clusters, hereditary mappings, and convex geometries. Appl. Math. Lett. 15(3): 293-298 (2002) - [j8]Alexander Genkin, Casimir A. Kulikowski, Ilya B. Muchnik:
Set covering submodular maximization: An optimal algorithm for data mining in bioinformatics and medical informatics. J. Intell. Fuzzy Syst. 12(1): 5-17 (2002) - [c10]Vadim Mottl, Oleg Seredin, Sergey D. Dvoenko, Casimir A. Kulikowski, Ilya B. Muchnik:
Featureless Pattern Recognition in an Imaginary Hilbert Space. ICPR (2) 2002: 88-91 - 2001
- [c9]Casimir A. Kulikowski, Ilya B. Muchnik, HwaSeob J. Yun, Aynur A. Dayanik, Deyou Zhang, Yueyue Song, Gaetano T. Montelione
:
Protein Structural Domain Parsing by Consensus Reasoning over Multiple Knowledge Sources and Methods. MedInfo 2001: 965-969 - [c8]Vadim Mottl, Sergey D. 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 - 2000
- [j7]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) - [c7]Vadim Mottl, Sergey D. 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
1990 – 1999
- 1999
- [j6]Alexander B. Hammer, Peter L. Hammer, Ilya B. Muchnik:
Logical analysis of Chinese labor productivity patterns. Ann. Oper. Res. 87: 165-176 (1999) - [c6]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 - 1998
- [c5]Vadim Mottl, Alexander Blinov, Andrey Kopylov
, Alexey Kostin, Ilya B. Muchnik:
Variational methods in signal and image analysis. ICPR 1998: 525-527 - 1997
- [c4]Inna Dubchak, Ilya B. Muchnik, Sung-Hou Kim:
Protein Folding Class Predictor for SCOP: Approach Based on Global Descriptors. ISMB 1997: 104-107 - 1996
- [c3]Vadim Mottl, Ilya B. Muchnik, Alexander Blinov, Andrey Kopylov
:
Hidden tree-like quasi-Markov model and generalized technique for a class of image processing problems. ICPR 1996: 715-719 - 1995
- [j5]Boris G. Mirkin
, Ilya B. Muchnik, Temple F. Smith:
A Biologically Consistent Model for Comparing Molecular Phylogenies. J. Comput. Biol. 2(4): 493-507 (1995) - [c2]Eddy Mayoraz, Inna Dubchak, Ilya B. Muchnik:
Relation Between Protein Structure, Sequence Homology and Composition of Amino Acids. ISMB 1995: 240-248 - 1992
- [j4]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): 129-139 (1992) - [j3]János Demetrovics, G. Hencsey, Leonid Libkin, Ilya B. Muchnik:
Normal Form Relation Schemes: A New Characterization. Acta Cybern. 10(3): 141-153 (1992) - [j2]János Demetrovics, Leonid Libkin, Ilya B. Muchnik:
Functional Dependencies in Relational Databases: A Lattice Point of View. Discret. Appl. Math. 40(2): 155-185 (1992) - 1991
- [j1]Joachim Biskup, János Demetrovics, Leonid Libkin, Ilya B. Muchnik:
On Relational Database Schemes Having Unique Minimal Key. J. Inf. Process. Cybern. 27(4): 217-225 (1991)
1980 – 1989
- 1989
- [c1]János Demetrovics, Leonid Libkin, Ilya B. Muchnik:
Functional Dependencies and the Semilattice of Closed Classes. MFDBS 1989: 136-147
Coauthor Index
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