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@article{DBLP:journals/access/RykovAMM24,
author = {Andrei Rykov and
Renato Cordeiro de Amorim and
Vladimir Makarenkov and
Boris G. Mirkin},
title = {Inertia-Based Indices to Determine the Number of Clusters in K-Means:
An Experimental Evaluation},
journal = {{IEEE} Access},
volume = {12},
pages = {11761--11773},
year = {2024}
}
@article{DBLP:journals/tac/HaddadM24,
author = {Jack Haddad and
Boris M. Mirkin},
title = {Adaptive Input Delay Compensation Under Event-Based Control Signal
Implementation},
journal = {{IEEE} Trans. Autom. Control.},
volume = {69},
number = {6},
pages = {4150--4157},
year = {2024}
}
@article{DBLP:journals/es/NascimentoMRLM23,
author = {Susana Nascimento and
Alexandre Martins and
Paulo Relvas and
Joaquim Luis and
Boris G. Mirkin},
title = {Piece-wise constant cluster modelling of dynamics of upwelling patterns},
journal = {Expert Syst. J. Knowl. Eng.},
volume = {40},
number = {10},
year = {2023}
}
@article{DBLP:journals/gandc/NascimentoMRLM23,
author = {Susana Nascimento and
Alexandre Martins and
Paulo Relvas and
Joaquim Luis and
Boris G. Mirkin},
title = {Core-shell clustering approach for detection and analysis of coastal
upwelling},
journal = {Comput. Geosci.},
volume = {179},
pages = {105421},
year = {2023}
}
@inproceedings{DBLP:conf/complexnetworks/ShalilehM23,
author = {Soroosh Shalileh and
Boris G. Mirkin},
title = {Community Detection in Feature-Rich Networks Using Gradient Descent
Approach},
booktitle = {{COMPLEX} {NETWORKS} {(2)}},
series = {Studies in Computational Intelligence},
volume = {1142},
pages = {185--196},
publisher = {Springer},
year = {2023}
}
@article{DBLP:journals/classification/MirkinS22,
author = {Boris G. Mirkin and
Soroosh Shalileh},
title = {Community Detection in Feature-Rich Networks Using Data Recovery Approach},
journal = {J. Classif.},
volume = {39},
number = {3},
pages = {432--462},
year = {2022}
}
@article{DBLP:journals/entropy/ShalilehM22,
author = {Soroosh Shalileh and
Boris G. Mirkin},
title = {Community Partitioning over Feature-Rich Networks Using an Extended
K-Means Method},
journal = {Entropy},
volume = {24},
number = {5},
pages = {626},
year = {2022}
}
@inproceedings{DBLP:conf/epia/NascimentoMRLM22,
author = {Susana Nascimento and
Alexandre Martins and
Paulo Relvas and
Joaquim Luis and
Boris G. Mirkin},
title = {Novel Cluster Modeling for the Spatiotemporal Analysis of Coastal
Upwelling},
booktitle = {{EPIA}},
series = {Lecture Notes in Computer Science},
volume = {13566},
pages = {563--574},
publisher = {Springer},
year = {2022}
}
@inproceedings{DBLP:conf/worldcist/HayrapetyanNFFM22,
author = {Zhirayr Hayrapetyan and
Susana Nascimento and
Trevor I. Fenner and
Dmitry Frolov and
Boris G. Mirkin},
title = {Modeling Generalization in Domain Taxonomies Using a Maximum Likelihood
Criterion},
booktitle = {WorldCIST {(2)}},
series = {Lecture Notes in Networks and Systems},
volume = {469},
pages = {141--147},
publisher = {Springer},
year = {2022}
}
@article{DBLP:journals/snam/ShalilehM21,
author = {Soroosh Shalileh and
Boris G. Mirkin},
title = {Summable and nonsummable data-driven models for community detection
in feature-rich networks},
journal = {Soc. Netw. Anal. Min.},
volume = {11},
number = {1},
pages = {67},
year = {2021}
}
@inproceedings{DBLP:conf/asunam/ShalilehM21,
author = {Soroosh Shalileh and
Boris G. Mirkin},
title = {Community detection in feature-rich networks to meet K-means},
booktitle = {{ASONAM}},
pages = {138--142},
publisher = {{ACM}},
year = {2021}
}
@inproceedings{DBLP:conf/complexnetworks/ShalilehM21,
author = {Soroosh Shalileh and
Boris G. Mirkin},
title = {An Extension of K-Means for Least-Squares Community Detection in Feature-Rich
Networks},
booktitle = {{COMPLEX} {NETWORKS}},
series = {Studies in Computational Intelligence},
volume = {1015},
pages = {285--296},
publisher = {Springer},
year = {2021}
}
@inproceedings{DBLP:conf/ideal/ShalilehM21,
author = {Soroosh Shalileh and
Boris G. Mirkin},
title = {Detecting Communities in Feature-Rich Networks with a K-Means Method},
booktitle = {{IDEAL}},
series = {Lecture Notes in Computer Science},
volume = {13113},
pages = {539--547},
publisher = {Springer},
year = {2021}
}
@inproceedings{DBLP:conf/worldcist/FrolovM21,
author = {Dmitry Frolov and
Boris G. Mirkin},
title = {{GOT:} Generalization over Taxonomies, a Software Toolkit for Content
Analysis with Taxonomies},
booktitle = {WorldCIST {(2)}},
series = {Advances in Intelligent Systems and Computing},
volume = {1366},
pages = {513--521},
publisher = {Springer},
year = {2021}
}
@article{DBLP:journals/classification/AmorimMM20,
author = {Renato Cordeiro de Amorim and
Vladimir Makarenkov and
Boris G. Mirkin},
title = {Core Clustering as a Tool for Tackling Noise in Cluster Labels},
journal = {J. Classif.},
volume = {37},
number = {1},
pages = {143--157},
year = {2020}
}
@article{DBLP:journals/isci/FrolovNFM20,
author = {Dmitry Frolov and
Susana Nascimento and
Trevor I. Fenner and
Boris G. Mirkin},
title = {Parsimonious generalization of fuzzy thematic sets in taxonomies applied
to the analysis of tendencies of research in data science},
journal = {Inf. Sci.},
volume = {512},
pages = {595--615},
year = {2020}
}
@inproceedings{DBLP:conf/asunam/ShalilehM20,
author = {Soroosh Shalileh and
Boris G. Mirkin},
title = {A Data Recovery Method for Community Detection in Feature-Rich Networks},
booktitle = {{ASONAM}},
pages = {99--104},
publisher = {{IEEE}},
year = {2020}
}
@inproceedings{DBLP:conf/complexnetworks/ShalilehM20,
author = {Soroosh Shalileh and
Boris G. Mirkin},
title = {A Method for Community Detection in Networks with Mixed Scale Features
at Its Nodes},
booktitle = {{COMPLEX} {NETWORKS} {(1)}},
series = {Studies in Computational Intelligence},
volume = {943},
pages = {3--14},
publisher = {Springer},
year = {2020}
}
@inproceedings{DBLP:conf/ideal/MirkinFVNF20,
author = {Boris G. Mirkin and
Dmitry Frolov and
Alex Vlasov and
Susana Nascimento and
Trevor I. Fenner},
title = {A Hybrid Approach to the Analysis of a Collection of Research Papers},
booktitle = {{IDEAL} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {12490},
pages = {423--433},
publisher = {Springer},
year = {2020}
}
@inproceedings{DBLP:conf/ideal/ShalilehM20,
author = {Soroosh Shalileh and
Boris G. Mirkin},
title = {A One-by-One Method for Community Detection in Attributed Networks},
booktitle = {{IDEAL} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {12490},
pages = {413--422},
publisher = {Springer},
year = {2020}
}
@inproceedings{DBLP:conf/marami/ShalilehM20,
author = {Soroosh Shalileh and
Boris G. Mirkin},
title = {Detection of an Unspecified Number of Communities in Feature-Rich
Networks},
booktitle = {{MARAMI}},
series = {{CEUR} Workshop Proceedings},
volume = {2750},
publisher = {CEUR-WS.org},
year = {2020}
}
@inproceedings{DBLP:conf/wims/MirkinFVNF20,
author = {Boris G. Mirkin and
Dmitry Frolov and
Alex Vlasov and
Susana Nascimento and
Trevor I. Fenner},
title = {A Hybrid Approach to Interpretable Analysis of Research Paper Collections},
booktitle = {{WIMS}},
pages = {184--189},
publisher = {{ACM}},
year = {2020}
}
@book{DBLP:series/utcs/Mirkin19,
author = {Boris G. Mirkin},
title = {Core Data Analysis: Summarization, Correlation, and Visualization,
Second Edition},
series = {Undergraduate Topics in Computer Science},
publisher = {Springer},
year = {2019}
}
@article{DBLP:journals/classification/MirkinF19,
author = {Boris G. Mirkin and
Trevor I. Fenner},
title = {Distance and Consensus for Preference Relations Corresponding to Ordered
Partitions},
journal = {J. Classif.},
volume = {36},
number = {2},
pages = {350--367},
year = {2019}
}
@inproceedings{DBLP:conf/bis/TaranM19,
author = {Zina Taran and
Boris G. Mirkin},
title = {Deriving Corporate Social Responsibility Patterns in the {MSCI} Data},
booktitle = {{BIS} {(1)}},
series = {Lecture Notes in Business Information Processing},
volume = {353},
pages = {112--121},
publisher = {Springer},
year = {2019}
}
@inproceedings{DBLP:conf/fuzzIEEE/FrolovNFM19,
author = {Dmitry Frolov and
Susana Nascimento and
Trevor I. Fenner and
Boris G. Mirkin},
title = {Using Taxonomy Tree to Generalize a Fuzzy Thematic Cluster},
booktitle = {{FUZZ-IEEE}},
pages = {1--6},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/icaisc/FrolovMNF19,
author = {Dmitry Frolov and
Boris G. Mirkin and
Susana Nascimento and
Trevor I. Fenner},
title = {Method for Generalization of Fuzzy Sets},
booktitle = {{ICAISC} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {11508},
pages = {273--286},
publisher = {Springer},
year = {2019}
}
@inproceedings{DBLP:conf/ideal/FrolovNFTM19,
author = {Dmitry Frolov and
Susana Nascimento and
Trevor I. Fenner and
Zina Taran and
Boris G. Mirkin},
title = {Computational Generalization in Taxonomies Applied to: {(1)} Analyze
Tendencies of Research and {(2)} Extend User Audiences},
booktitle = {{IDEAL} {(2)}},
series = {Lecture Notes in Computer Science},
volume = {11872},
pages = {3--11},
publisher = {Springer},
year = {2019}
}
@inproceedings{DBLP:conf/ideal/MyachinM19,
author = {Alexey L. Myachin and
Boris G. Mirkin},
title = {Ordinal Equivalence Classes for Parallel Coordinates},
booktitle = {{IDEAL} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {11871},
pages = {525--533},
publisher = {Springer},
year = {2019}
}
@inproceedings{DBLP:conf/ihiet/FrolovTM19,
author = {Dmitry Frolov and
Zina Taran and
Boris G. Mirkin},
title = {A Method for Audience Extending in Programmatic Advertising by Using
Parsimonious Generalization of User Segments},
booktitle = {{IHIET}},
series = {Advances in Intelligent Systems and Computing},
volume = {1018},
pages = {837--841},
publisher = {Springer},
year = {2019}
}
@inproceedings{DBLP:conf/wcgo/FrolovMNF19,
author = {Dmitry Frolov and
Boris G. Mirkin and
Susana Nascimento and
Trevor I. Fenner},
title = {Globally Optimal Parsimoniously Lifting a Fuzzy Query Set Over a Taxonomy
Tree},
booktitle = {{WCGO}},
series = {Advances in Intelligent Systems and Computing},
volume = {991},
pages = {779--789},
publisher = {Springer},
year = {2019}
}
@article{DBLP:journals/classification/MurtaghOM18,
author = {Fionn Murtagh and
Michael Orlov and
Boris G. Mirkin},
title = {Qualitative Judgement of Research Impact: Domain Taxonomy as a Fundamental
Framework for Judgement of the Quality of Research},
journal = {J. Classif.},
volume = {35},
number = {1},
pages = {5--28},
year = {2018}
}
@proceedings{DBLP:conf/birthday/2017braverman,
editor = {Lev I. Rozonoer and
Boris G. Mirkin and
Ilya Muchnik},
title = {Braverman Readings in Machine Learning. Key Ideas from Inception to
Current State - International Conference Commemorating the 40th Anniversary
of Emmanuil Braverman's Decease, Boston, MA, USA, April 28-30, 2017,
Invited Talks},
series = {Lecture Notes in Computer Science},
volume = {11100},
publisher = {Springer},
year = {2018}
}
@article{DBLP:journals/pr/AmorimSMM17,
author = {Renato Cordeiro de Amorim and
Andrei Shestakov and
Boris G. Mirkin and
Vladimir Makarenkov},
title = {The Minkowski central partition as a pointer to a suitable distance
exponent and consensus partitioning},
journal = {Pattern Recognit.},
volume = {67},
pages = {62--72},
year = {2017}
}
@inproceedings{DBLP:conf/birthday/Mirkin17,
author = {Boris G. Mirkin},
title = {Braverman's Spectrum and Matrix Diagonalization Versus iK-Means: {A}
Unified Framework for Clustering},
booktitle = {Braverman Readings in Machine Learning},
series = {Lecture Notes in Computer Science},
volume = {11100},
pages = {32--51},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/birthday/Mirkin17a,
author = {Boris G. Mirkin},
title = {Misha Braverman: My Mentor and My Model},
booktitle = {Braverman Readings in Machine Learning},
series = {Lecture Notes in Computer Science},
volume = {11100},
pages = {341--348},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/fuzzIEEE/NascimentoM17,
author = {Susana Nascimento and
Boris G. Mirkin},
title = {Ideal type model and an associated method for relational fuzzy clustering},
booktitle = {{FUZZ-IEEE}},
pages = {1--6},
publisher = {{IEEE}},
year = {2017}
}
@inproceedings{DBLP:conf/rskt/RodinM17,
author = {Ivan Rodin and
Boris G. Mirkin},
title = {Supercluster in Statics and Dynamics: An Approximate Structure Imitating
a Rough Set},
booktitle = {{IJCRS} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {10313},
pages = {576--586},
publisher = {Springer},
year = {2017}
}
@article{DBLP:journals/ijcon/MirkinHS16,
author = {Boris M. Mirkin and
Jack Haddad and
Yuri B. Shtessel},
title = {Tracking with asymptotic sliding mode and adaptive input delay effect
compensation of nonlinearly perturbed delayed systems applied to traffic
feedback control},
journal = {Int. J. Control},
volume = {89},
number = {9},
pages = {1890--1903},
year = {2016}
}
@article{DBLP:journals/isci/AmorimMM16,
author = {Renato Cordeiro de Amorim and
Vladimir Makarenkov and
Boris G. Mirkin},
title = {A-Ward\({}_{\mbox{p{\(\beta\)}}}\): Effective hierarchical clustering
using the Minkowski metric and a fast k-means initialisation},
journal = {Inf. Sci.},
volume = {370-371},
pages = {343--354},
year = {2016}
}
@inproceedings{DBLP:conf/cla/BocharovGIMS16,
author = {Artem Bocharov and
Dmitry Gnatyshak and
Dmitry I. Ignatov and
Boris G. Mirkin and
Andrey Shestakov},
title = {A Lattice-based Consensus Clustering Algorithm},
booktitle = {{CLA}},
series = {{CEUR} Workshop Proceedings},
volume = {1624},
pages = {45--56},
publisher = {CEUR-WS.org},
year = {2016}
}
@inproceedings{DBLP:conf/textgraphs/RodinCDM16,
author = {Ivan Rodin and
Ekaterina Chernyak and
Mikhail Dubov and
Boris G. Mirkin},
title = {Visualization of Dynamic Reference Graphs},
booktitle = {TextGraphs@NAACL-HLT},
pages = {34--38},
publisher = {The Association for Computer Linguistics},
year = {2016}
}
@article{DBLP:journals/corr/AmorimMM16,
author = {Renato Cordeiro de Amorim and
Vladimir Makarenkov and
Boris G. Mirkin},
title = {A-Ward\({}_{\mbox{p{\(\beta\)}}}\): Effective hierarchical clustering
using the Minkowski metric and a fast k -means initialisation},
journal = {CoRR},
volume = {abs/1611.01060},
year = {2016}
}
@article{DBLP:journals/corr/MurtaghOM16,
author = {Fionn Murtagh and
Michael Orlov and
Boris G. Mirkin},
title = {Qualitative Judgement of Research Impact: Domain Taxonomy as a Fundamental
Framework for Judgement of the Quality of Research},
journal = {CoRR},
volume = {abs/1607.03200},
year = {2016}
}
@article{DBLP:journals/classification/KovalevaM15,
author = {Ekaterina V. Kovaleva and
Boris G. Mirkin},
title = {Bisecting K-Means and 1D Projection Divisive Clustering: {A} Unified
Framework and Experimental Comparison},
journal = {J. Classif.},
volume = {32},
number = {3},
pages = {414--442},
year = {2015}
}
@article{DBLP:journals/gandc/NascimentoCM15,
author = {Susana Nascimento and
S{\'{e}}rgio Casca and
Boris G. Mirkin},
title = {A seed expanding cluster algorithm for deriving upwelling areas on
sea surface temperature images},
journal = {Comput. Geosci.},
volume = {85},
pages = {74--85},
year = {2015}
}
@article{DBLP:journals/ijsysc/MirkinG15,
author = {Boris M. Mirkin and
Per Olof Gutman},
title = {Multivariable output feedback robust adaptive tracking control design
for a class of delayed systems},
journal = {Int. J. Syst. Sci.},
volume = {46},
number = {3},
pages = {429--437},
year = {2015}
}
@article{DBLP:journals/ml/IgnatovGKM15,
author = {Dmitry I. Ignatov and
Dmitry V. Gnatyshak and
Sergei O. Kuznetsov and
Boris G. Mirkin},
title = {Triadic Formal Concept Analysis and triclustering: searching for optimal
patterns},
journal = {Mach. Learn.},
volume = {101},
number = {1-3},
pages = {271--302},
year = {2015}
}
@article{DBLP:journals/ol/Mirkin15,
author = {Boris G. Mirkin},
title = {Book review "Cell formation in industrial engineering: theory, algorithms
and experiments" by Boris Goldengorin, Dmitry Krushinsky, Panos M.
Pardalos - Springer, 2013},
journal = {Optim. Lett.},
volume = {9},
number = {6},
pages = {1259--1262},
year = {2015}
}
@article{DBLP:journals/jfi/MirkinGS14,
author = {Boris M. Mirkin and
Per{-}Olof Gutman and
Yuri B. Shtessel},
title = {Decentralized continuous {MRAC} with local asymptotic sliding modes
of nonlinear delayed interconnected systems},
journal = {J. Frankl. Inst.},
volume = {351},
number = {4},
pages = {2076--2088},
year = {2014}
}
@inproceedings{DBLP:conf/aist/MorenkoCM14,
author = {Egor N. Morenko and
Ekaterina Chernyak and
Boris G. Mirkin},
title = {Conceptual Maps: Construction Over a Text Collection and Analysis},
booktitle = {{AIST}},
series = {Communications in Computer and Information Science},
volume = {436},
pages = {163--168},
publisher = {Springer},
year = {2014}
}
@inproceedings{DBLP:conf/itqm/ChernyakM14,
author = {Ekaterina Chernyak and
Boris G. Mirkin},
title = {A Method for Refining a Taxonomy by Using Annotated Suffix Trees and
Wikipedia Resources},
booktitle = {{ITQM}},
series = {Procedia Computer Science},
volume = {31},
pages = {193--200},
publisher = {Elsevier},
year = {2014}
}
@inproceedings{DBLP:conf/itqm/OrlovM14,
author = {Mikhail Orlov and
Boris G. Mirkin},
title = {A Concept of Multicriteria Stratification: {A} Definition and Solution},
booktitle = {{ITQM}},
series = {Procedia Computer Science},
volume = {31},
pages = {273--280},
publisher = {Elsevier},
year = {2014}
}
@inproceedings{DBLP:conf/mmar/MirkinGS14,
author = {Boris M. Mirkin and
Per Olof Gutman and
Yuri B. Shtessel},
title = {A new output feedback adaptive input time-delay compensation scheme
for uncertain systems},
booktitle = {{MMAR}},
pages = {177--182},
publisher = {{IEEE}},
year = {2014}
}
@inproceedings{DBLP:conf/vss/MirkinGS14,
author = {Boris M. Mirkin and
Per{-}Olof Gutman and
Yuri B. Shtessel},
title = {Adaptive control with asymptotical sliding mode of uncertain plants
with input and state delays},
booktitle = {{VSS}},
pages = {1--6},
publisher = {{IEEE}},
year = {2014}
}
@article{DBLP:journals/automatica/MirkinG13,
author = {Boris M. Mirkin and
Per Olof Gutman},
title = {Tube model reference adaptive control},
journal = {Autom.},
volume = {49},
number = {4},
pages = {1012--1018},
year = {2013}
}
@article{DBLP:journals/es/NascimentoFM13,
author = {Susana Nascimento and
Rui Felizardo and
Boris G. Mirkin},
title = {Laplacian normalization for deriving thematic fuzzy clusters with
an additive spectral approach},
journal = {Expert Syst. J. Knowl. Eng.},
volume = {30},
number = {4},
pages = {294--305},
year = {2013}
}
@inproceedings{DBLP:conf/ecir/MirkinS13,
author = {Boris G. Mirkin and
Andrey Shestakov},
title = {Least Square Consensus Clustering: Criteria, Methods, Experiments},
booktitle = {{ECIR}},
series = {Lecture Notes in Computer Science},
volume = {7814},
pages = {764--767},
publisher = {Springer},
year = {2013}
}
@inproceedings{DBLP:conf/iri/SvetlovaML13,
author = {L. Svetlova and
Boris G. Mirkin and
Hansheng Lei},
title = {MFWK-Means: Minkowski metric Fuzzy Weighted K-Means for high dimensional
data clustering},
booktitle = {{IRI}},
pages = {692--699},
publisher = {{IEEE} Computer Society},
year = {2013}
}
@inproceedings{DBLP:conf/kicss/AmorimM13,
author = {Renato Cordeiro de Amorim and
Boris G. Mirkin},
title = {A Clustering-Based Approach to Reduce Feature Redundancy},
booktitle = {{KICSS}},
series = {Advances in Intelligent Systems and Computing},
volume = {364},
pages = {465--475},
publisher = {Springer},
year = {2013}
}
@inproceedings{DBLP:conf/mmar/MirkinGS13,
author = {Boris M. Mirkin and
Per Olof Gutman and
Yuri B. Shtessel},
title = {Fault tolerant tube-based adaptive tracking for a class of nonlinear
plants},
booktitle = {{MMAR}},
pages = {560--565},
publisher = {{IEEE}},
year = {2013}
}
@inproceedings{DBLP:conf/rsfdgrc/Mirkin13,
author = {Boris G. Mirkin},
title = {Individual Approximate Clusters: Methods, Properties, Applications},
booktitle = {RSFDGrC},
series = {Lecture Notes in Computer Science},
volume = {8170},
pages = {26--37},
publisher = {Springer},
year = {2013}
}
@inproceedings{DBLP:conf/tds/MirkinGS13,
author = {Boris M. Mirkin and
Per Olof Gutman and
Yuri B. Shtessel},
title = {Tube-Based Direct Model Reference Adaptive Control in the Presence
of State Time Delays},
booktitle = {{TDS}},
pages = {552--557},
publisher = {International Federation of Automatic Control},
year = {2013}
}
@incollection{DBLP:series/sci/Mirkin13,
author = {Boris G. Mirkin},
title = {Methods for Interpretation of Data in Medical Informatics},
booktitle = {Advances in Intelligent Analysis of Medical Data and Decision Support
Systems},
series = {Studies in Computational Intelligence},
volume = {473},
pages = {15--22},
publisher = {Springer},
year = {2013}
}
@article{DBLP:journals/aires/AmorimMG12,
author = {Renato Cordeiro de Amorim and
Boris G. Mirkin and
John Q. Gan},
title = {Anomalous pattern based clustering of mental tasks with subject independent
learning - some preliminary results},
journal = {Artif. Intell. Res.},
volume = {1},
number = {1},
pages = {55--62},
year = {2012}
}
@article{DBLP:journals/ijcon/MirkinGS12,
author = {Boris M. Mirkin and
Per{-}Olof Gutman and
Yuri B. Shtessel},
title = {Asymptotic sliding mode control approach to adaptive distributed tracking
problem for multi-agent nonlinear delayed systems},
journal = {Int. J. Control},
volume = {85},
number = {11},
pages = {1671--1682},
year = {2012}
}
@article{DBLP:journals/isci/MirkinN12,
author = {Boris G. Mirkin and
Susana Nascimento},
title = {Additive spectral method for fuzzy cluster analysis of similarity
data including community structure and affinity matrices},
journal = {Inf. Sci.},
volume = {183},
number = {1},
pages = {16--34},
year = {2012}
}
@article{DBLP:journals/jfi/MirkinGS12,
author = {Boris M. Mirkin and
Per{-}Olof Gutman and
Yuri B. Shtessel},
title = {Coordinated decentralized sliding mode {MRAC} with control cost optimization
for a class of nonlinear systems},
journal = {J. Frankl. Inst.},
volume = {349},
number = {4},
pages = {1364--1379},
year = {2012}
}
@article{DBLP:journals/pr/AmorimM12,
author = {Renato Cordeiro de Amorim and
Boris G. Mirkin},
title = {Minkowski metric, feature weighting and anomalous cluster initializing
in K-Means clustering},
journal = {Pattern Recognit.},
volume = {45},
number = {3},
pages = {1061--1075},
year = {2012}
}
@inproceedings{DBLP:conf/rocond/MirkinGS12,
author = {Boris M. Mirkin and
Per Olof Gutman and
Yuri B. Shtessel},
title = {Tube Reference Model Based Direct Adaptive Control},
booktitle = {{ROCOND}},
pages = {553--558},
publisher = {International Federation of Automatic Control},
year = {2012}
}
@book{DBLP:series/utcs/Mirkin11,
author = {Boris G. Mirkin},
title = {Core Concepts in Data Analysis: Summarization, Correlation and Visualization},
series = {Undergraduate Topics in Computer Science},
publisher = {Springer},
year = {2011}
}
@article{DBLP:journals/widm/Mirkin11,
author = {Boris G. Mirkin},
title = {Choosing the number of clusters},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {1},
number = {3},
pages = {252--260},
year = {2011}
}
@inproceedings{DBLP:conf/epia/NascimentoFM11,
author = {Susana Nascimento and
Rui Felizardo and
Boris G. Mirkin},
title = {Thematic Fuzzy Clusters with an Additive Spectral Approach},
booktitle = {{EPIA}},
series = {Lecture Notes in Computer Science},
volume = {7026},
pages = {446--461},
publisher = {Springer},
year = {2011}
}
@inproceedings{DBLP:conf/icca/MirkinG11,
author = {Boris M. Mirkin and
Per Olof Gutman},
title = {Adaptive following of perturbed plants with input and state delays},
booktitle = {{ICCA}},
pages = {865--870},
publisher = {{IEEE}},
year = {2011}
}
@inproceedings{DBLP:conf/premi/MirkinNFF11,
author = {Boris G. Mirkin and
Susana Nascimento and
Trevor I. Fenner and
Rui Felizardo},
title = {How to Visualize a Crisp or Fuzzy Topic Set over a Taxonomy},
booktitle = {PReMI},
series = {Lecture Notes in Computer Science},
volume = {6744},
pages = {3--12},
publisher = {Springer},
year = {2011}
}
@inproceedings{DBLP:conf/rsfdgrc/MirkinK11,
author = {Boris G. Mirkin and
Andrey V. Kramarenko},
title = {Approximate Bicluster and Tricluster Boxes in the Analysis of Binary
Data},
booktitle = {RSFDGrC},
series = {Lecture Notes in Computer Science},
volume = {6743},
pages = {248--256},
publisher = {Springer},
year = {2011}
}
@inproceedings{DBLP:conf/rsfdgrc/MirkinN11,
author = {Boris G. Mirkin and
Susana Nascimento},
title = {Developing Additive Spectral Approach to Fuzzy Clustering},
booktitle = {RSFDGrC},
series = {Lecture Notes in Computer Science},
volume = {6743},
pages = {273--277},
publisher = {Springer},
year = {2011}
}
@proceedings{DBLP:conf/rsfdgrc/2011,
editor = {Sergei O. Kuznetsov and
Dominik Slezak and
Daryl H. Hepting and
Boris G. Mirkin},
title = {Rough Sets, Fuzzy Sets, Data Mining and Granular Computing - 13th
International Conference, RSFDGrC 2011, Moscow, Russia, June 25-27,
2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6743},
publisher = {Springer},
year = {2011}
}
@article{DBLP:journals/classification/ChiangM10,
author = {Mark Ming{-}Tso Chiang and
Boris G. Mirkin},
title = {Intelligent Choice of the Number of Clusters in \emph{K}-Means Clustering:
An Experimental Study with Different Cluster Spreads},
journal = {J. Classif.},
volume = {27},
number = {1},
pages = {3--40},
year = {2010}
}
@article{DBLP:journals/ijgs/VoulgarisM10,
author = {Zacharias Voulgaris and
Boris G. Mirkin},
title = {Choosing a discernibility measure for reject-option of individual
and multiple classifiers},
journal = {Int. J. Gen. Syst.},
volume = {39},
number = {8},
pages = {855--871},
year = {2010}
}
@article{DBLP:journals/ijsi/MirkinNFP10,
author = {Boris G. Mirkin and
Susana Nascimento and
Trevor I. Fenner and
Lu{\'{\i}}s Moniz Pereira},
title = {Building Fuzzy Thematic Clusters and Mapping Them to Higher Ranks
in a Taxonomy},
journal = {Int. J. Softw. Informatics},
volume = {4},
number = {3},
pages = {257--275},
year = {2010}
}
@article{DBLP:journals/jfi/MirkinGS10,
author = {Boris M. Mirkin and
Per{-}Olof Gutman and
Yuri B. Shtessel},
title = {Robust adaptive tracking with an additional plant identifier for a
class of nonlinear systems},
journal = {J. Frankl. Inst.},
volume = {347},
number = {6},
pages = {974--987},
year = {2010}
}
@article{DBLP:journals/tac/MirkinG10,
author = {Boris M. Mirkin and
Per Olof Gutman},
title = {Robust Adaptive Output-Feedback Tracking for a Class of Nonlinear
Time-Delayed Plants},
journal = {{IEEE} Trans. Autom. Control.},
volume = {55},
number = {10},
pages = {2418--2424},
year = {2010}
}
@inproceedings{DBLP:conf/hais/MirkinNFP10,
author = {Boris G. Mirkin and
Susana Nascimento and
Trevor I. Fenner and
Lu{\'{\i}}s Moniz Pereira},
title = {A Hybrid Cluster-Lift Method for the Analysis of Research Activities},
booktitle = {{HAIS} {(1)}},
series = {Lecture Notes in Computer Science},
volume = {6076},
pages = {152--161},
publisher = {Springer},
year = {2010}
}
@inproceedings{DBLP:conf/ksem/MirkinNFP10,
author = {Boris G. Mirkin and
Susana Nascimento and
Trevor I. Fenner and
Lu{\'{\i}}s Moniz Pereira},
title = {Constructing and Mapping Fuzzy Thematic Clusters to Higher Ranks in
a Taxonomy},
booktitle = {{KSEM}},
series = {Lecture Notes in Computer Science},
volume = {6291},
pages = {329--340},
publisher = {Springer},
year = {2010}
}
@incollection{DBLP:series/sci/MirkinNP10,
author = {Boris G. Mirkin and
Susana Nascimento and
Lu{\'{\i}}s Moniz Pereira},
title = {Cluster-Lift Method for Mapping Research Activities over a Concept
Tree},
booktitle = {Advances in Machine Learning {II}},
series = {Studies in Computational Intelligence},
volume = {263},
pages = {245--257},
publisher = {Springer},
year = {2010}
}
@article{DBLP:journals/cj/MirkinL09,
author = {Boris G. Mirkin and
Mark Levene},
title = {Special Issue on Profiling Expertise and Behaviour},
journal = {Comput. J.},
volume = {52},
number = {7},
pages = {727--728},
year = {2009}
}
@article{DBLP:journals/scl/MirkinG09,
author = {Boris M. Mirkin and
Per Olof Gutman},
title = {Adaptive output-feedback tracking: The case of {MIMO} plants with
unknown, time-varying state delay},
journal = {Syst. Control. Lett.},
volume = {58},
number = {1},
pages = {62--68},
year = {2009}
}
@inproceedings{DBLP:conf/amcc/MirkinGS09,
author = {Boris M. Mirkin and
Per{-}Olof Gutman and
Yuri B. Shtessel},
title = {Continuous model reference adaptive control with sliding mode for
a class of nonlinear plants with unknown state delay},
booktitle = {{ACC}},
pages = {574--579},
publisher = {{IEEE}},
year = {2009}
}
@inproceedings{DBLP:conf/isbra/SulimovaMMMK09,
author = {Valentina Sulimova and
Vadim Mottl and
Boris G. Mirkin and
Ilya B. Muchnik and
Casimir A. Kulikowski},
title = {A Class of Evolution-Based Kernels for Protein Homology Analysis:
{A} Generalization of the {PAM} Model},
booktitle = {{ISBRA}},
series = {Lecture Notes in Computer Science},
volume = {5542},
pages = {284--296},
publisher = {Springer},
year = {2009}
}
@article{DBLP:journals/csda/DeprilMM08,
author = {Dirk Depril and
Iven Van Mechelen and
Boris G. Mirkin},
title = {Algorithms for additive clustering of rectangular data tables},
journal = {Comput. Stat. Data Anal.},
volume = {52},
number = {11},
pages = {4923--4938},
year = {2008}
}
@article{DBLP:journals/tac/MirkinG08,
author = {Boris M. Mirkin and
Per Olof Gutman},
title = {Robust Output-Feedback Model Reference Adaptive Control of {SISO}
Plants With Multiple Uncertain, Time-Varying State Delays},
journal = {{IEEE} Trans. Autom. Control.},
volume = {53},
number = {10},
pages = {2414--2419},
year = {2008}
}
@inproceedings{DBLP:conf/amcc/MirkinGF08,
author = {Boris M. Mirkin and
Per{-}Olof Gutman and
Paolo Falcone},
title = {Adaptive output-feedback control of {MIMO} plants with unknown, time-varying
state delay},
booktitle = {{ACC}},
pages = {4761--4766},
publisher = {{IEEE}},
year = {2008}
}
@inproceedings{DBLP:conf/cdc/MirkinMG08,
author = {Boris M. Mirkin and
Eugene L. Mirkin and
Per Olof Gutman},
title = {Model reference adaptive control of nonlinear plant with dead time},
booktitle = {{CDC}},
pages = {1920--1924},
publisher = {{IEEE}},
year = {2008}
}
@inproceedings{DBLP:conf/iccs/MirkinNP08,
author = {Boris G. Mirkin and
Susana Nascimento and
Lu{\'{\i}}s Moniz Pereira},
title = {Representing a Computer Science Research Organization on the {ACM}
Computing Classification System},
booktitle = {{ICCS} Supplement},
series = {{CEUR} Workshop Proceedings},
volume = {354},
pages = {57--65},
publisher = {CEUR-WS.org},
year = {2008}
}
@inproceedings{DBLP:conf/cla/Mirkin07,
author = {Boris G. Mirkin},
title = {Approximate Clusters and Biclusters (Abstract)},
booktitle = {{CLA}},
series = {{CEUR} Workshop Proceedings},
volume = {331},
publisher = {CEUR-WS.org},
year = {2007}
}
@inproceedings{DBLP:conf/epia/ChiangM07,
author = {Mark Ming{-}Tso Chiang and
Boris G. Mirkin},
title = {Experiments for the Number of Clusters in K-Means},
booktitle = {{EPIA} Workshops},
series = {Lecture Notes in Computer Science},
volume = {4874},
pages = {395--405},
publisher = {Springer},
year = {2007}
}
@article{DBLP:journals/csda/WasitoM06,
author = {Ito Wasito and
Boris G. Mirkin},
title = {Nearest neighbours in least-squares data imputation algorithms with
different missing patterns},
journal = {Comput. Stat. Data Anal.},
volume = {50},
number = {4},
pages = {926--949},
year = {2006}
}
@article{DBLP:journals/ml/PampapathiML06,
author = {Rajesh Mysore Pampapathi and
Boris G. Mirkin and
Mark Levene},
title = {A suffix tree approach to anti-spam email filtering},
journal = {Mach. Learn.},
volume = {65},
number = {1},
pages = {309--338},
year = {2006}
}
@inproceedings{DBLP:conf/cdc/MirkinG06,
author = {Boris M. Mirkin and
Per{-}Olof Gutman},
title = {Robust Adaptive Output-Feedback Tracking: the Case of Linear State-Delayed
Plants},
booktitle = {{CDC}},
pages = {1823--1827},
publisher = {{IEEE}},
year = {2006}
}
@inproceedings{DBLP:conf/cdc/MirkinMG06,
author = {Boris M. Mirkin and
Eugene L. Mirkin and
Per{-}Olof Gutman},
title = {Coordinated Direct Decentralized {MRAC} of Nonlinear Plants},
booktitle = {{CDC}},
pages = {1996--2001},
publisher = {{IEEE}},
year = {2006}
}
@inproceedings{DBLP:conf/cibcb/MirkinCFLK06,
author = {Boris G. Mirkin and
Renata da Silva Camargo and
Trevor I. Fenner and
George Loizou and
Paul Kellam},
title = {Aggregating Homologous Protein Families in Evolutionary Reconstructions
of Herpesviruses},
booktitle = {{CIBCB}},
pages = {1--8},
publisher = {{IEEE}},
year = {2006}
}
@book{DBLP:books/daglib/0012860,
author = {Boris G. Mirkin},
title = {Clustering for data mining - a data recovery approach},
series = {Computer science and data analysis series},
publisher = {Chapman {\&} Hall},
year = {2005}
}
@article{DBLP:journals/isci/WasitoM05,
author = {Ito Wasito and
Boris G. Mirkin},
title = {Nearest neighbour approach in the least-squares data imputation algorithms},
journal = {Inf. Sci.},
volume = {169},
number = {1-2},
pages = {1--25},
year = {2005}
}
@article{DBLP:journals/scl/MirkinG05,
author = {Boris M. Mirkin and
Per Olof Gutman},
title = {Output feedback model reference adaptive control for multi-input-multi-output
plants with state delay},
journal = {Syst. Control. Lett.},
volume = {54},
number = {10},
pages = {961--972},
year = {2005}
}
@inproceedings{DBLP:conf/IEEEisic/MirkinG05,
author = {Boris M. Mirkin and
Per{-}Olof Gutman},
title = {Adaptive Tracking Scheme for Plants with Multiple State Delays and
Actuator Failures},
booktitle = {{ISIC}},
pages = {194--199},
publisher = {{IEEE}},
year = {2005}
}
@inproceedings{DBLP:conf/cdc/MirkinG05,
author = {Boris M. Mirkin and
Per{-}Olof Gutman},
title = {Coordinated Decentralized {MRAC} of Delayed Plants with Actuator Failures},
booktitle = {{CDC/ECC}},
pages = {2218--2223},
publisher = {{IEEE}},
year = {2005}
}
@article{DBLP:journals/corr/abs-cs-0503030,
author = {Rajesh Mysore Pampapathi and
Boris G. Mirkin and
Mark Levene},
title = {A Suffix Tree Approach to Email Filtering},
journal = {CoRR},
volume = {abs/cs/0503030},
year = {2005}
}
@inproceedings{DBLP:conf/amcc/MirkinG04,
author = {Boris M. Mirkin and
Per{-}Olof Gutman},
title = {Adaptive control of linear time delay systems},
booktitle = {{ACC}},
pages = {1241--1246},
publisher = {{IEEE}},
year = {2004}
}
@article{DBLP:journals/tac/Mirkin03,
author = {Boris G. Mirkin},
title = {Comments on "Exact output tracking in decentralized adaptive control"},
journal = {{IEEE} Trans. Autom. Control.},
volume = {48},
number = {2},
pages = {348--350},
year = {2003}
}
@article{DBLP:journals/tac/MirkinG03,
author = {Boris M. Mirkin and
Per Olof Gutman},
title = {Decentralized output-feedback {MRAC} of linear state delay systems},
journal = {{IEEE} Trans. Autom. Control.},
volume = {48},
number = {9},
pages = {1613--1619},
year = {2003}
}
@article{DBLP:journals/tfs/NascimentoMM03,
author = {Susana Nascimento and
Boris G. Mirkin and
Fernando Moura{-}Pires},
title = {Modeling proportional membership in fuzzy clustering},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {11},
number = {2},
pages = {173--186},
year = {2003}
}
@inproceedings{DBLP:conf/cdc/MirkinG03,
author = {Boris M. Mirkin and
Per{-}Olof Gutman},
title = {Coordinated decentralized output-feedback {MRAC:} the case of {MIMO}
subsystems with delayed communications},
booktitle = {{CDC}},
pages = {3244--3249},
publisher = {{IEEE}},
year = {2003}
}
@proceedings{DBLP:conf/dimacs/dimacs61,
editor = {Melvin F. Janowitz and
Fran{\c{c}}ois{-}Joseph Lapointe and
Fred R. McMorris and
Boris G. Mirkin and
Fred S. Roberts},
title = {Bioconsensus, Proceedings of a {DIMACS} Workshop, New Brunswick, New
Jersey, USA, 2001},
series = {{DIMACS} Series in Discrete Mathematics and Theoretical Computer Science},
volume = {61},
publisher = {{DIMACS/AMS}},
year = {2003}
}
@article{DBLP:journals/appml/MirkinM02,
author = {Boris G. Mirkin and
Ilya B. Muchnik},
title = {Layered clusters of tightness set functions},
journal = {Appl. Math. Lett.},
volume = {15},
number = {2},
pages = {147--151},
year = {2002}
}
@article{DBLP:journals/appml/MirkinM02a,
author = {Boris G. Mirkin and
Ilya B. Muchnik},
title = {Induced layered clusters, hereditary mappings, and convex geometries},
journal = {Appl. Math. Lett.},
volume = {15},
number = {3},
pages = {293--298},
year = {2002}
}
@article{DBLP:journals/ml/Mirkin01,
author = {Boris G. Mirkin},
title = {Reinterpreting the Category Utility Function},
journal = {Mach. Learn.},
volume = {45},
number = {2},
pages = {219--228},
year = {2001}
}
@inproceedings{DBLP:conf/dimacs/MirkinK01,
author = {Boris G. Mirkin and
Eugene V. Koonin},
title = {A top-down method for building genome classification trees with linear
binary hierarchies},
booktitle = {Bioconsensus},
series = {{DIMACS} Series in Discrete Mathematics and Theoretical Computer Science},
volume = {61},
pages = {97--111},
publisher = {{DIMACS/AMS}},
year = {2001}
}
@inproceedings{DBLP:conf/epia/NascimentoMM01,
author = {Susana Nascimento and
Boris G. Mirkin and
Fernando Moura{-}Pires},
title = {Proportional Membership in Fuzzy Clustering as a Model of Ideal Types},
booktitle = {{EPIA}},
series = {Lecture Notes in Computer Science},
volume = {2258},
pages = {52--62},
publisher = {Springer},
year = {2001}
}
@inproceedings{DBLP:conf/fuzzIEEE/NascimentoMM00,
author = {Susana Nascimento and
Boris G. Mirkin and
Fernando Moura{-}Pires},
title = {A fuzzy clustering model of data and fuzzy c-means},
booktitle = {{FUZZ-IEEE}},
pages = {302--307},
publisher = {{IEEE}},
year = {2000}
}
@article{DBLP:journals/ml/Mirkin99,
author = {Boris G. Mirkin},
title = {Concept Learning and Feature Selection Based on Square-Error Clustering},
journal = {Mach. Learn.},
volume = {35},
number = {1},
pages = {25--39},
year = {1999}
}
@inproceedings{DBLP:conf/ida/NascimentoMM99,
author = {Susana Nascimento and
Boris G. Mirkin and
Fernando Moura{-}Pires},
title = {Multiple Prototype Model for Fuzzy Clustering},
booktitle = {{IDA}},
series = {Lecture Notes in Computer Science},
volume = {1642},
pages = {269--280},
publisher = {Springer},
year = {1999}
}
@article{DBLP:journals/cj/Mirkin98,
author = {Boris G. Mirkin},
title = {Least-Squares Structuring, Clustering and Data Processing Issues},
journal = {Comput. J.},
volume = {41},
number = {8},
pages = {518--536},
year = {1998}
}
@article{DBLP:journals/jcb/EulensteinMV98,
author = {Oliver Eulenstein and
Boris G. Mirkin and
Martin Vingron},
title = {Duplication-Based Measures of Difference Between Gene and Species
Trees},
journal = {J. Comput. Biol.},
volume = {5},
number = {1},
pages = {135--148},
year = {1998}
}
@proceedings{DBLP:conf/dimacs/dimacs37,
editor = {Boris G. Mirkin and
Fred R. McMorris and
Fred S. Roberts and
Andrey Rzhetsky},
title = {Mathematical Hierarchies and Biology, Proceedings of a {DIMACS} Workshop,
November 13-15, 1996},
series = {{DIMACS} Series in Discrete Mathematics and Theoretical Computer Science},
volume = {37},
publisher = {{DIMACS/AMS}},
year = {1997}
}
@article{DBLP:journals/sac/Mirkin96,
author = {Boris G. Mirkin},
title = {Clustering for contingency tables: boxes and partitions},
journal = {Stat. Comput.},
volume = {6},
number = {3},
pages = {217--229},
year = {1996}
}
@inproceedings{DBLP:conf/dimacs/EulensteinMV96,
author = {Oliver Eulenstein and
Boris G. Mirkin and
Martin Vingron},
title = {Comparison of annotating duplication, tree mapping, and copying as
methods to compare gene trees with species trees},
booktitle = {Mathematical Hierarchies and Biology},
series = {{DIMACS} Series in Discrete Mathematics and Theoretical Computer Science},
volume = {37},
pages = {71--94},
publisher = {{DIMACS/AMS}},
year = {1996}
}
@inproceedings{DBLP:conf/dimacs/Mirkin96,
author = {Boris G. Mirkin},
title = {Linear embedding of binary hierarchies and its applications},
booktitle = {Mathematical Hierarchies and Biology},
series = {{DIMACS} Series in Discrete Mathematics and Theoretical Computer Science},
volume = {37},
pages = {331--356},
publisher = {{DIMACS/AMS}},
year = {1996}
}
@article{DBLP:journals/jcb/MirkinMS95,
author = {Boris G. Mirkin and
Ilya B. Muchnik and
Temple F. Smith},
title = {A Biologically Consistent Model for Comparing Molecular Phylogenies},
journal = {J. Comput. Biol.},
volume = {2},
number = {4},
pages = {493--507},
year = {1995}
}
@inproceedings{DBLP:conf/dimacs/Mirkin93,
author = {Boris G. Mirkin},
title = {Approximation of Association Data by Structures and Clusters},
booktitle = {Quadratic Assignment and Related Problems},
series = {{DIMACS} Series in Discrete Mathematics and Theoretical Computer Science},
volume = {16},
pages = {293--316},
publisher = {{DIMACS/AMS}},
year = {1993}
}
@article{DBLP:journals/mss/Mirkin82,
author = {Boris G. Mirkin},
title = {Federations and transitive group choice},
journal = {Math. Soc. Sci.},
volume = {2},
number = {1},
pages = {35--38},
year = {1982}
}
@inproceedings{DBLP:conf/ifip7/Mirkin74,
author = {Boris G. Mirkin},
title = {Group Choice and Extremal Problems in the Analysis of Qualitative
Attributes},
booktitle = {Optimization Techniques},
series = {Lecture Notes in Computer Science},
volume = {27},
pages = {56--61},
publisher = {Springer},
year = {1974}
}
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