Pattern Recognition and Machine Intelligence: 6th International Conference, PReMI 2015, Warsaw, Poland, June 30 - July 3, 2015, Proceedings

596 Pages·2015·48.229 MB·English

by  Marzena Kryszkiewicz, Sanghamitra Bandyopadhyay, Henryk Rybinski, Sankar K. Pal (eds.)

Marzena Kryszkiewicz
Sanghamitra Bandyopadhyay
Henryk Rybinski
Sankar K. Pal (Eds.)
4
2
1 Pattern Recognition
9

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C and Machine Intelligence
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6th International Conference, PReMI 2015
Warsaw, Poland, June 30 – July 3, 2015
Proceedings
123
Lecture Notes in Computer Science 9124
Commenced Publication in 1973
Founding and Former Series Editors:
Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen
Editorial Board
David Hutchison
Lancaster University, Lancaster, UK
Takeo Kanade
Carnegie Mellon University, Pittsburgh, PA, USA
Josef Kittler
University of Surrey, Guildford, UK
Jon M. Kleinberg
Cornell University, Ithaca, NY, USA
Friedemann Mattern
ETH Zurich, Zürich, Switzerland
John C. Mitchell
Stanford University, Stanford, CA, USA
Moni Naor
Weizmann Institute of Science, Rehovot, Israel
C. Pandu Rangan
Indian Institute of Technology, Madras, India
Bernhard Steffen
TU Dortmund University, Dortmund, Germany
Demetri Terzopoulos
University of California, Los Angeles, CA, USA
Doug Tygar
University of California, Berkeley, CA, USA
Gerhard Weikum
Max Planck Institute for Informatics, Saarbrücken, Germany
More information about this series at http://www.springer.com/series/7412
Marzena Kryszkiewicz Sanghamitra Bandyopadhyay
(cid:129)
Henryk Rybinski Sankar K. Pal (Eds.)
(cid:129)
Pattern Recognition
and Machine Intelligence
6th International Conference, PReMI 2015
–
Warsaw, Poland, June 30 July 3, 2015
Proceedings
123
Editors
Marzena Kryszkiewicz Henryk Rybinski
Institute of Computer Science Institute of Computer Science
Warsaw University of Technology Warsaw University of Technology
Warsaw Warsaw
Poland Poland
Sanghamitra Bandyopadhyay Sankar K.Pal
MachineIntelligence Unit Indian Statistical Institute
Indian Statistical Institute Kolkata, West Bengal
Kolkata, West Bengal India
India
ISSN 0302-9743 ISSN 1611-3349 (electronic)
Lecture Notesin Computer Science
ISBN 978-3-319-19940-5 ISBN978-3-319-19941-2 (eBook)
DOI 10.1007/978-3-319-19941-2
LibraryofCongressControlNumber:2015940415
LNCSSublibrary:SL6–ImageProcessing,ComputerVision,PatternRecognition,andGraphics
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Preface
This volume contains the papers selected for presentation at the 6th International
Conference on Pattern Recognition and Machine Intelligence (PReMI 2015), which
washeldatWarsawUniversityofTechnology,Warsaw,Poland,duringJune30–July
3, 2015.
PReMI is a conference series that started in 2005. Held every two years, PReMI
provides an international forum for exchanging scientific, research, and technological
achievements in pattern recognition, machine intelligence, and related fields. In par-
ticular, major areas selected for PReMI 2015 include pattern recognition, machine
intelligence,imageprocessing,retrievalandtracking,dataminingtechniquesforlarge-
scale data, fuzzy computing, rough sets, bioinformatics, and applications of artificial
intelligence.Inaddition,twospecialsessionswereorganized;namely,SpecialSession
onDataMiningTechniquesforLarge-ScaleDataandSpecialSessiononScalabilityof
Rough Set Methods.Four plenarykeynote talksand two tutorialsweredelivered. The
PReMI 2015 conference was accompanied by the Industrial Session on Machine
Intelligence and Big Data in the Industry.
PReMI2015received90submissionsthatwerecarefullyreviewedbythreeormore
Program Committee members or external reviewers. Papers submitted to special ses-
sions were subject to the same reviewing procedure as those submitted to regular
sessions. Afterarigorous reviewingprocess,54paperswereacceptedforpresentation
attheconferenceandpublicationinthePReMI2015proceedingsvolume.Thisvolume
also contains one invited paper and three extended abstracts by the plenary keynote
speakers.
Itistrulyapleasuretothank allthosepeoplewhohelpedthisvolumetocome into
being and to turn PReMI 2015 into a successful and exciting event. In particular, we
would like to express our appreciation for the work of the PReMI 2015 Program
Committee members and external reviewers who helped assure the high standards of
acceptedpapers.WewouldliketothankalltheauthorsofPReMI2015,withoutwhose
high-quality contributions it would nothave been possibleto organizethe conference.
WearegratefultotheorganizersofthePReMI2015specialsessions:JulianSzymański
and Marcin Błachnik (Special Session on Data Mining Techniques for Large-Scale
Data) as well as Jarosław Stepaniuk (Special Session on Scalability of Rough Set
Methods).WewouldalsoliketoexpressourappreciationtotheOrganizingCommittee
chairs (Robert Bembenik and Łukasz Skonieczny) for their involvement in all the
organizational matters related to PReMI 2015 aswellas the creation and maintenance
oftheconferencewebsite.WearegratefultoBożennaSkalskaandJoannaKonczakfor
their administrative work.
SpecialthanksgotoAndrzejSkowronwhowasspiritusmovensforthisconference
to take place in Warsaw and become a successful scientific event in Warsaw. Fur-
thermore,wewanttothanktheIndustrialSessionchairs(PiotrGawrysiakandDominik
Ryżko),andwealsogratefullyacknowledgethegeneroushelpoftheremainingPReMI
VI Preface
2015 chairs – Piotr Andruszkiewicz, Grzegorz Protaziuk, Santanu Chaudhury, Sergei
Kuznetsov, as well as of the Steering Committee members – Malay K. Kundu and
Andrzej Skowron. We wish to express our thanks to George Karypis, Sankar K. Pal,
Roman Słowiński, and Xin Yao for accepting to be plenary speakers at PReMI 2015.
We also thank the PReMI 2015 tutorial speakers – Gerald Schaefer and Santanu
Chaudhury.
OurthanksareduetoAlfredHofmannofSpringerforhiscontinuoussupportandto
Anna Kramer and Christine Reiss for their work on the proceedings.
We believe that the proceedings of PReMI 2015 will be a valuable source of
reference for your ongoing and future research activities.
June – July 2015 Marzena Kryszkiewicz
Sanghamitra Bandyopadhyay
Henryk Rybinski
Sankar K. Pal
Organization
PReMI 2015 was organized by the Institute of Computer Science, Warsaw University
ofTechnology,Warsaw,Poland,incooperationwithMachineIntelligenceUnit,Indian
Statistical Institute, Kolkata, India, and Center for Soft Computing Research, Indian
Statistical Institute, Kolkata, India.
PReMI 2015 Conference Committee
Honorary Chair
Sankar K. Pal Indian Statistical Institute, Kolkata, India
Steering Committee
Malay K. Kundu Indian Statistical Institute, Kolkata, India
Andrzej Skowron University of Warsaw, Poland
General Chair
Henryk Rybinski Warsaw University of Technology, Poland
Program Chairs
Sanghamitra Indian Statistical Institute, Kolkata, India
Bandyopadhyay
Marzena Kryszkiewicz Warsaw University of Technology, Poland
Organizing Chairs
Robert Bembenik Warsaw University of Technology, Poland
Łukasz Skonieczny Warsaw University of Technology, Poland
Special Session and Tutorial Chairs
Piotr Andruszkiewicz Warsaw University of Technology, Poland
Grzegorz Protaziuk Warsaw University of Technology, Poland
Industrial Session Chairs
Piotr Gawrysiak Warsaw University of Technology, Poland
Dominik Ryżko Warsaw University of Technology, Poland
International Liaison Chairs
Santanu Chaudhury Indian Institute of Technology, Delhi, India
Sergei O. Kuznetsov Higher School of Economics, Moscow, Russia
VIII Organization
Program Committee
Cesare Alippi Politecnico di Milano, Italy
Piotr Andruszkiewicz Warsaw University of Technology, Poland
Annalisa Appice Università degli Studi di Bari, Italy
R. Venkatesh Babu Indian Institute of Science, Bangalore, India
Sanghamitra Indian Statistical Institute, Kolkata, India
Bandyopadhyay
Sivaji Bandyopadhyay Jadavpur University, Kolkata, India
Minakshi Banerjee RCC Institute of Information Technology,
Kolkata, India
Jan G. Bazan University of Rzeszow, Poland
Robert Bembenik Warsaw University of Technology, Poland
Sambhu Nath Biswas Indian Statistical Institute, Kolkata, India
Marcin Błachnik Silesian University of Technology, Katowice, Poland
Ilona Bluemke Warsaw University of Technology, Poland
Michelangelo Ceci Università degli Studi di Bari, Italy
Basabi Chakraborty Iwate Prefectural University, Japan
Goutam Chakraborty Iwate Prefectural University, Japan
Mihir Chakraborty CSCR, Indian Statistical Institute, Kolkata, India
Amitava Chatterjee Jadavpur University, Kolkata, India
Sung-Bae Cho Yonsei University, Korea
Ananda Shankar Jadavpur University, Kolkata, India
Chowdhury
Paweł Cichosz Warsaw University of Technology, Poland
Davide Ciucci University of Milano-Bicocca, Italy
Andrzej Czyżewski Gdansk University of Technology, Poland
Amit Das Bengal Engineering and Science University, Shibpur,
India
Partha Pratim Das India Institute of Technology, Kharagpur, India
Sukanta Das Bengal Engineering and Science University, Shibpur,
India
Rajat De Indian Statistical Institute, Kolkata, India
Andries Engelbrecht University of Pretoria, South Africa
Paolo Gamba University of Pavia, Italy
Tomasz Gambin Warsaw University of Technology, Poland
Niloy Ganguly Indian Institute of Technology, Kharagpur, India
Bernhard Ganter Dresden University of Technology, Germany
Piotr Gawkowski Warsaw University of Technology, Poland
Ashish Ghosh Indian Statistical Institute, Kolkata, India
Kuntal Ghosh Indian Statistical Institute, Kolkata, India
Susmita Ghosh Jadavpur University, Kolkata, India
Jarek Gryz York University, Toronto, Canada
Jerzy Grzymała-Busse University of Kansas, Kansas, USA
Francisco Herrera University of Granada, Spain
Organization IX
Andrzej Jankowski
C.V. Jawahar International Institute of Information Technology,
Hyderabad, India
Mario Koeppen Kyushu Institute of Technology, Japan
Jakub Koperwas Warsaw University of Technology, Poland
Jacek Koronacki Polish Academy of Sciences, Poland
Bożena Kostek Gdansk University of Technology, Poland
Stanisław Kozielski Silesian University of Technology, Gliwice, Poland
Krzysztof Krawiec Poznań University of Technology, Poland
Marzena Kryszkiewicz Warsaw University of Technology, Poland
Malay Kundu Indian Statistical Institute, Kolkata, India
Sergei O. Kuznetsov National Research University Higher School of
Economics, Moscow, Russia
Halina Kwaśnicka Wroclaw University of Technology, Poland
Witold Łukaszewicz University of Warmia and Mazury in Olsztyn, Poland
Pradipta Maji Indian Statistical Institute, Kolkata, India
Donato Malerba Università degli Studi di Bari, Italy
Deba Prasad Mandal Indian Statistical Institute, Kolkata, India
Michał Marcińczuk Wroclaw University of Technology, Poland
Francesco Masulli Università di Genova, Italy
Ujjwal Maulik Jadavpur University, Kolkata, India
Jesús Medina-Moreno University of Cádiz, Puerto Real, Spain
Evangelos Milios Dalhousie University, Halifax, Canada
Pabitra Mitra Indian Institute of Technology, Kharagpur, India
Suman Mitra Dhirubhai Ambani Institute of Information and
Communication Technology, Gujarat, India
Sushmita Mitra Indian Statistical Institute, Kolkata, India
Mikołaj Morzy Poznań University of Technology, Poland
Tadeusz Morzy Poznań University of Technology, Poland
Hiroshi Motoda Osaka University, Japan
Dariusz Mrozek Silesian University of Technology, Gliwice, Poland
Jayanta Mukherjee Indian Institute of Technology, Kharagpur, India
Mieczysław Muraszkiewicz Warsaw University of Technology, Poland
C.A. Murthy Indian Statistical Institute, Kolkata, India
Tomoharu Nakashima Osaka Prefecture University, Japan
Mirco Nanni KDD-Lab ISTI-CNR Pisa, Italy
Amedeo Napoli Loria, Vandoeuvre-lès-Nancy Cedex, France
Y. Narahari Indian Institute of Science, Bangalore, India
Mita Nasipuri Jadavpur University, Kolkata, India
Hung Son Nguyen Warsaw University, Poland
Robert Nowak Warsaw University of Technology, Poland
Włodzimierz Ogryczak Warsaw University of Technology, Poland
Michał Okoniewski Functional Genomics Center Zurich, Switzerland
Andrzej Pacut Warsaw University of Technology, Poland
Debnath Pal Indian Institute of Science, Bangalore, India
Gabriella Pasi University of Milano-Bicocca, Italy