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Article

Mirkin, Boris and Fenner, Trevor (2019) Distance and consensus for preference relations corresponding to ordered partitions. Journal of Classification 36 , pp. 350-367. ISSN 0176-4268.

Cordeiro de Amorim, Renato and Shestakov, A. and Mirkin, Boris and Makarenkov, V. (2017) The Minkowski central partition as a pointer to a suitable distance exponent and consensus partitioning. Pattern Recognition 67 , pp. 62-72. ISSN 0031-3203.

Cordeiro de Amorim, Renato and Makarenkov, V. and Mirkin, Boris (2016) A-Wardpβ: effective hierarchical clustering using the Minkowski metric and a fast k-means initialisation. Information Sciences 370-1 , pp. 343-354. ISSN 0020-0255.

Nascimento, S. and Casca, S. and Mirkin, Boris (2015) A seed expanding cluster algorithm for deriving upwelling areas on sea surface temperature images. Computers & Geosciences 85 (B), pp. 74-85. ISSN 0098-3004.

Mirkin, Boris and Gutman, P.O. (2013) Tube model reference adaptive control. Automatica 49 (4), pp. 1012-1018. ISSN 0005-1098.

Nascimento, S. and Felizardo, R. and Mirkin, Boris (2013) Laplacian normalization for deriving thematic fuzzy clusters with an additive spectral approach. Expert Systems , ISSN 0266-4720.

Cordeiro de Amorim, Renato and Mirkin, Boris (2012) Minkowski metric, feature weighting and anomalous cluster initializing in K-Means clustering. Pattern Recognition 45 (3), pp. 1061-1075. ISSN 0031-3203.

Mirkin, Boris and Nascimento, S. (2012) Additive spectral method for fuzzy cluster analysis of similarity data including community structure and affinity matrices. Information Sciences 183 (1), pp. 16-34. ISSN 0020-0255.

Mirkin, Boris (2011) Choosing the number of clusters. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 1 (3), pp. 252-260. ISSN 1942-4787.

Mirkin, Boris and Camargo, R. and Fenner, Trevor and Loizou, George and Kellam, P. (2010) Similarity clustering of proteins using substantive knowledge and reconstruction of evolutionary gene histories in herpesvirus. Theoretical Chemistry Accounts 125 (3-6), pp. 569-581. ISSN 1432-881X.

Mirkin, Boris and Fenner, Trevor and Nascimento, S. and Moniz Pereira, L. (2010) Building fuzzy thematic clusters and mapping them to higher ranks in a taxonomy. International Journal of Software and Informatics 4 (3), pp. 257-275. ISSN 1673-7288.

Voulgaris, Z. and Mirkin, Boris (2010) Choosing a discernibility measure for reject-option of individual and multiple classifiers. International Journal of General Systems 39 (8), pp. 855-871. ISSN 0308-1079.

Mirkin, Boris and Nascimento, S. and Pereira, L.M. (2010) Cluster-lift method for mapping research activities over a concept tree. Studies in Computational Intelligence 263 , pp. 245-257. ISSN 1860-949X.

Chiang, M.M.T. and Mirkin, Boris (2010) Intelligent choice of the number of clusters in K-means clustering: an experimental study with different cluster Spreads. Journal of Classification 27 (1), pp. 3-40. ISSN 0176-4268.

Mirkin, Boris and Gutman, P.O. (2010) Robust adaptive output-feedback tracking for a class of nonlinear time-delayed plants. IEEE Transactions on Automatic Control 55 (10), pp. 2418-2424. ISSN 0018-9286.

Mirkin, Boris and Levene, Mark (2009) Special issue on profiling expertise and behaviour. Computer Journal 52 (7), pp. 727-728. ISSN 0010-4620.

Mirkin, Boris and Gutman, P.O. (2009) Adaptive output-feedback tracking: the case of MIMO plants with unknown, time-varying state delay. Systems & Control Letters 58 (1), pp. 62-68. ISSN 0167-6911.

Depril, D. and van Mechelen, I. and Mirkin, Boris (2008) Algorithms for additive clustering of rectangular data tables. Computational Statistics & Data Analysis 52 (11), pp. 4923-4938. ISSN 0167-9473.

Mirkin, Boris and Nascimento, S. and Pereira, L.M. (2008) Representing a computer science research organization on the ACM computing classification system. Supplementary Proceedings of the 16th International Conference on Conceptual Structures 354 , pp. 57-65. ISSN 1613-0073.

Mirkin, Boris and Gutman, P.O. (2008) Robust output-feedback model reference adaptive control of SISO plants with multiple uncertain, time-varying state delays. IEEE Transactions on Automatic Control 53 (10), pp. 2414-2419. ISSN 0018-9286.

Mirkin, Boris and da Silva Camargo, R. and Fenner, Trevor and Loizou, G. and Kellam, P. (2006) Aggregating homologous protein families in evolutionary reconstructions of herpesviruses. Proceedings of the 2006 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology , pp. 1-8.

Wasito, I. and Mirkin, Boris (2006) Nearest neighbours in least-squares data imputation algorithms with different missing patterns. Computational Statistics & Data Analysis 50 (4), pp. 926-949. ISSN 0167-9473.

Makarova, K.S. and Wolf, Y.I. and Mekhedov, S.L. and Mirkin, Boris and Koonin, E.V. (2005) Ancestral paralogs and pseudoparalogs and their role in the emergence of the eukaryotic cell. Nucleic Acids Research 33 (14), pp. 4626-4638. ISSN 0305-1048.

Book Section

Nascimento, S. and Mirkin, Boris (2017) Applying anomalous cluster approach to spatial clustering. In: Kreinovich, V. (ed.) Uncertainty Modeling. Studies in Computational Intelligence 683. Springer, pp. 147-157. ISBN 9783319510514.

de Amorim, R.C. and Mirkin, Boris (2016) A clustering-based approach to reduce feature redundancy. In: Skulimowski, A.M.J. and Kacprzyk, J. (eds.) Knowledge, Information and Creativity Support Systems: Recent Trends, Advances and Solutions. Advances in Intelligent Systems and Computing 5 364. Springer, pp. 465-475. ISBN 9783319190891.

Mirkin, Boris and Gutman, P.O. (2011) Adaptive following of perturbed plants with input and state delays. In: UNSPECIFIED (ed.) IEEE International Conference on Control and Automation. New York, USA: Institute of Electrical and Electronics Engineers, pp. 865-870. ISBN 9781457714757.

Mirkin, Boris and Kramarenko, A.V. (2011) Approximate bicluster and tricluster boxes in the analysis of binary data. In: Kuznetsov, S.O. and Ślęzak, D. and Hepting, D.H. and Mirkin, Boris (eds.) Rough Sets, Fuzzy Sets, Data Mining and Granular Computing. Berlin, Germany: Springer Verlag, pp. 248-256. ISBN 9783642218811.

Mirkin, Boris and Nascimento, S. (2011) Developing additive spectral approach to fuzzy clustering. In: Kuznetsov, S.O. and Ślęzak, D. and Hepting, D.H. and Mirkin, Boris (eds.) Rough Sets, Fuzzy Sets, Data Mining and Granular Computing. Lecture Notes in Computer Science 6743. Berlin, Germany: Springer Verlag, pp. 273-277. ISBN 9783642218804.

Mirkin, Boris and Nascimento, S. and Fenner, Trevor and Felizardo, R. (2011) How to visualize a crisp or fuzzy topic set over a taxonomy. In: Kuznetsov, S.O. and Mandal, D.P. and Kundu, M.K. and Pal, S.K (eds.) Pattern Recognition and Machine Intelligence. Lecture Notes in Computer Science 6744 6744. Berlin, Germany: Springer Verlag, pp. 3-12. ISBN 9783642217869.

Nascimento, S. and Felizardo, R. and Mirkin, Boris (2011) Thematic fuzzy clusters with an additive spectral approach. In: Antunes, L. and Pinto, S.H. (eds.) Progress in Artificial Intelligence. Berlin, Germany: Springer Verlag, pp. 446-461. ISBN 9783642247682.

Mirkin, Boris and Nascimento, S. and Fenner, Trevor and Pereira, L.M. (2010) Constructing and mapping fuzzy thematic clusters to higher ranks in a taxonomy. In: Bi, Y. and Williams, M.A. (eds.) Knowledge Science, Engineering and Management. Lecture Notes in Computer Science 6291. Berlin, Germany: Springer Verlag, pp. 329-340. ISBN 9783642152801.

Mirkin, Boris and Nascimento, S. and Fenner, Trevor and Pereira, L.M. (2010) A hybrid cluster-lift method for the analysis of research activities. In: Romay, M. and GranaSebastian, M. and Garcia, T. (eds.) Hybrid Artificial Intelligence Systems. Lecture Notes in Artificial Intelligence 1 6076. Berlin, Germany: Springer Verlag, pp. 152-161. ISBN 9783642137693.

Sulimova, V. and Mottl, V. and Mirkin, Boris and Muchnik, I. and Kulikowski, C. (2009) A class of evolution-based kernels for protein homology analysis: a generalization of the PAM model. In: Măndoiu, I. and Narasimhan, G. and Zhang, Y. (eds.) Bioinformatics Research and Applications. Lecture Notes in Computer Science 5542. Berlin, Germany: Springer Verlag, pp. 284-296. ISBN 9783642015502.

Mirkin, Boris and Mirkin, E.L. and Gutman, P.O. (2008) Model reference adaptive control of nonlinear plant with dead time. In: UNSPECIFIED (ed.) IEEE Conference on Decision and Control. New York, USA: Institute of Electrical and Electronics Engineers, pp. 1920-1924. ISBN 9781424431236.

Conference or Workshop Item

Hayrapetyan, Z. and Mirkin, Boris and Nascimento, S. and Fenner, Trevor and Frolov, D. (2023) Modeling a most specific generalization in domain taxonomies. In: 17th Conference of the International Federation of Classification Societies (IFCS 2022), 19-23 July 2022, Porto, Portugal. (In Press)

Book

Kuznetsov, S.O. and Ślęzak, D. and Hepting, D.H. and Mirkin, Boris, eds. (2011) Rough sets, fuzzy sets, data mining and granular computing. Lecture Notes in Computer Science 6743. Berlin, Germany: Springer Verlag. ISBN 9783642218804.