Mining Intelligence and Knowledge Exploration: 6th International Conference, MIKE 2018, Cluj-Napoca, Romania, December 20–22, 2018, Proceedings PDF
Preview Mining Intelligence and Knowledge Exploration: 6th International Conference, MIKE 2018, Cluj-Napoca, Romania, December 20–22, 2018, Proceedings
Adrian Groza Rajendra Prasath (Eds.) Mining Intelligence 8 0 and Knowledge 3 1 1 AI Exploration N L 6th International Conference, MIKE 2018 Cluj-Napoca, Romania, December 20–22, 2018 Proceedings 123 fi Lecture Notes in Arti cial Intelligence 11308 Subseries of Lecture Notes in Computer Science LNAI Series Editors Randy Goebel University of Alberta, Edmonton, Canada Yuzuru Tanaka Hokkaido University, Sapporo, Japan Wolfgang Wahlster DFKI and Saarland University, Saarbrücken, Germany LNAI Founding Series Editor Joerg Siekmann DFKI and Saarland University, Saarbrücken, Germany More information about this series at http://www.springer.com/series/1244 Adrian Groza Rajendra Prasath (Eds.) (cid:129) Mining Intelligence and Knowledge Exploration 6th International Conference, MIKE 2018 – Cluj-Napoca, Romania, December 20 22, 2018 Proceedings 123 Editors Adrian Groza Rajendra Prasath Technical University of Cluj-Napoca Indian Institute of Information Technology Cluj-Napoca, Romania Sri City,India ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notesin Artificial Intelligence ISBN 978-3-030-05917-0 ISBN978-3-030-05918-7 (eBook) https://doi.org/10.1007/978-3-030-05918-7 LibraryofCongressControlNumber:2018964609 LNCSSublibrary:SL7–ArtificialIntelligence ©SpringerNatureSwitzerlandAG2018 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthors,andtheeditorsaresafetoassumethattheadviceandinformationinthisbookare believedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsortheeditors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictionalclaimsin publishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface This volume contains the papers presented at MIKE 2018: the 6th International Con- ference on Mining Intelligence and Knowledge Exploration held during December 20–22, 2018, at the Technical University of Cluj-Napoca, Cluj-Napoca, Romania (http://www.mike.org.in/2018/). We received 93 qualified submissions from 29 countriesandeachqualifiedsubmissionwasreviewedbyaminimumofthreeProgram Committee members using the criteria of relevance, originality, technical quality, and presentation. A rigorous review process with the help of the distinguished Program Committee led to the acceptance of 33 of these submissions for presentation at the conference. Hence, the overall acceptance rate for this edition of MIKE is 35.48%. The International Conference on Mining Intelligence and Knowledge Exploration (MIKE) is an initiative focusing on research and applications on various topics of humanintelligenceminingandknowledgediscovery.Humanintelligencehasevolved steadily over several generations, and today human expertise excels in multiple domains and in knowledge-acquiring artifacts. The primary goal was to focus on the frontiersofhumanintelligenceminingtowardbuildingabodyofknowledgeinthiskey domain. The focus was also to presentstate-of-the-art scientific results, todisseminate moderntechnologies,andtopromotecollaborativeresearchinminingintelligenceand knowledgeexploration.AtMIKE2018,aspecificfocuswasplacedonthe“learningto explore smart and intelligent systems.” MIKE 2018 identified ten tracks topic wise, each led by two to three track coordi- natorstocontributeandalsotohandlesubmissionsfallingintheirareasofinterest.The involmentfromeachofthemalongwiththesupervisionoftheProgramChairsensured the selection of quality papers for the conference. Each track coordinator took responsibility to fulfil the tasks assigned to them since the first call for papers was circulated.Thisisreflectedinthequalityofeverypaperappearingintheseproceedings. The accepted papers were chosen on the basis of research excellence, which pro- vides a body of literature for researchers involved in exploring, developing, and val- idating learning algorithms and knowledge-discovery techniques. Accepted papers were grouped into various subtopics including evolutionary computation, knowledge exploration in IoT, artificial intelligence, machine learning, image processing, pattern recognition, speech processing, information retrieval, natural language processing, social network analysis, security, fuzzy rough sets, and other areas. Researchers pre- sentedtheirworkandhadanexcellent opportunitytointeractwith eminent professors and scholars in their area of research. All participants benefitted from discussions that facilitated the emergence of new ideas and approaches. We were pleased to have the following notable scholars serving as advisory members for MIKE 2018: Prof. Ramon Lopaz de Mantaras, Artificial Intelligence Research Institute, Spain; Prof. Mandar Mitra, Indian Statistical Institute, Kolkata, India; Prof. Agnar Aamodt, Prof. Pinar Ozturk, Prof. Bjorn Gamback and Dr. Kazi Shah Nawaz Ripo, Norwegian University of Science and Technology, Trondheim, VI Preface Norway; Prof. Sudeshna Sarkar and Prof. Niloy Ganguly, Indian Institute of Tech- nology, Kharagpur, India; Prof. G. Kannabiran, Indian Institute of Information Tech- nology, Sri City, India; Prof. Philip O'Reilly, University College Cork, Ireland; Prof. Nirmalie Wiratunga, Robert Gordan University, UK; Prof. Paolo Rosso, Universitat Politecnica de Valencia, Spain; Prof. Chaman L. Sabharwal, Missouri University of Science and Technology, USA; Prof. Tapio Saramaki, Tampere University of Tech- nology, Finland; Prof. Vasudeva Verma, Indian Institute of Technology, Hyderabad, India; Prof. Grigori Sidorov, NLTP Laboratory CIC–IPN, Mexico; Prof. Genoveva Vargas-Solar, CNRS, France; Prof. Ildar Batyrshin, National Polytechnic Institute, Mexico; and Dr. Krishnaiyya Jallu, Bharat Heavy Electronics Limited, Hyderabad, India. We sincerely express our gratitude to Prof. Bayya Yegnanarayana, INSA Senior Scientist, International Institute of Information Technology, Hyderabad, India, and Prof. Chaman Lal Sabharwal, Missouri University of Science and Technology, Rolla, USA, for their continuous support of MIKE 2018. Their guidance, suggestions, and constant support were invaluable in planning various activities of MIKE 2018. Severaleminentscholars,includingProf.SankarKumarPal,DistinguishedScientist andFormerDirector,IndianStatistical Institute,Kolkata,Prof.Sung-BaeCho,Yonsei University, South Korea, Prof. Alexander Gelbukh, Instituto Politecnico Nacional, Mexico, and Prof. N. Subba Reddy, Gyeongsang National University, Jinju, South Korea,alsoextendedtheirkindsupportinguidingustoorganizetheMIKEconference even better than the previous edition. Prof. Radu Grosu, The Vienna University of Technology, Vienna, Austria, Prof. SudipMisra,IndianInstituteofTechnology,Kharagpur,WestBengal,India,andProf. Vasile Rus, Institute for Intelligent Systems, The University of Memphis, USA, delivered invited talks on “Biophysical Recurrent Neural Networks,” “IoT,” and “Conversational Intelligent Tutoring Systems,” respectively. A large number of eminent professors, well-known scholars, industry leaders, and young researchers participated in making MIKE 2018 a great success. We recognize and appreciate the hard work put in by each author of the articles published in these proceedings. We also express our sincere thanks to the Technical University of Cluj-Napoca, Romania, for hosting MIKE 2018. We thank the Technical Program Committee members and all reviewers for their timely and thorough participation in the reviewing process. We thank Prof. Rodica Potolea, Technical University of Cluj-Napoca (TUCN), Romania, for her support in organizingMIKE2018inTUCNthisyear.Weappreciatethetimeandeffortputinby themembersofthelocalorganizingteamatTUCN,Romania,andIIITSriCity,India. We are very grateful to all our sponsors for their generous support of MIKE 2018. Finally, we acknowledge the support of EasyChair in the submission, review, and proceedings creation processes. We are very pleased to express our sincere thanks to Springer staff members, especially Alfred Hofmann, Anna Kramer, and the editorial staff, for their support in publishing the proceedings of MIKE 2018. December 2018 Adrian Groza Rajendra Prasath Organization Program Committee GouthamReddyAlavalapati Kyungpook National University, South Korea Lasker Ershad Ali Peking University, Republic of China Gloria Inés Alvarez Pontificia Universidad Javeriana Cali, Colombia Zeyar Aung KhalifaUniversityofScienceandTechnology,Masdar Institute, United Arab Emirates Costin Badica University of Craiova, Romania Tanmay Basu Ramakrishna Mission Vivekananda Educational and Research Institute, India Victoria Bobicev Technical University of Moldova, Moldova Isis Bonet EIA University, Colombia Remus Brad Lucian Blaga University of Sibiu, Romania Michael Breza Imperial College London, UK Matteo Ceriotti University of Duisburg-Essen, Germany Basabi Chakraborty Iwate prefectural University, Japan Snehashish Chakraverty National Institute of Technology Rourkela, India Emil St. Chifu Technical University of Cluj-Napoca, Romania Camelia Chira Babes-Bolyai University, Romania Sung-Bae Cho Yonsei University, South Korea Florin Craciun Babes-Bolyai University, Romania Horia Cucu University Politehnica of Bucharest, Romania Radu Danescu Technical University of Cluj-Napoca, Romania Liviu P. Dinu University of Bucharest, Romania Irina Dragoste Technical University Dresden, Germany Shiv Ram Dubey Indian Institute of Information Technology, Sri City, India Madalina Erascu West University of Timisoara, Romania Cristina Feier University of Bremen, Germany Debasis Ganguly IBM Ireland Research Lab, Ireland Alexander Gelbukh Instituto Politécnico Nacional, Mexico Ashish Ghosh Indian Statistical Institute, Kolkata, India Sujata Ghosh Indian Statistical Institute, Chennai, India Mircea Giurgiu Technical University of Cluj-Napoca, Romania Sergio Alejandro Gomez Universidad Nacional del Sur, Argentina Adrian Groza Technical University of Cluj-Napoca, Romania Anca Hangan Technical University of Cluj-Napoca, Romania Marko Hölbl University of Maribor, Slovenia Bogdan Iancu Technical University of Cluj-Napoca, Romania Oana Iova National Institute of Applied Sciences, France VIII Organization Mirjana Ivanovic University of Novi Sad, Serbia Balasubramanian Indian Institute of Information Technology, Kandaswamy Sri City, India Gyorgy Kovacs Analytical Minds, Hungary Camelia Lemnaru Technical University of Cluj-Napoca, Romania Florin Leon Gheorghe Asachi Technical University of Iasi, Romania Kristína Machová Technical University of Kosice, Slovakia Ana Madevska Bogdanova FCSE, University Ss.Cyril and Methodius, Macedonia Rajib Ranjan Maiti Singapore University of Technology and Design, Singapore Yannis Manolopoulos Aristotle University of Thessaloniki, Greece Ramona Marfievici Cork Institute of Technology, Ireland Anca Marginean Technical University of Cluj-Napoca, Romania Roshan Martis Ngee Ann Polytechnic, Singapore Hans Moen University of Turku, Finland Muthu Rama Krishnan Ngee Ann Polytechnic, Singapore Mookiah Ricardo Morla University of Porto, Portugal Snehasis Mukherjee Indian Institute of Information Technology, Sri City, India Vlad Muresan Technical University of Cluj-Napoca, Romania Vivek Nallur University College Dublin, Ireland Dan Novischi University Politehnica of Bucharest, Romania Maciej Ogrodniczuk Institute of Computer Science, Polish Academy of Sciences, Poland Ciprian Oprisa Technical University of Cluj-Napoca, Romania Viswanath P. Indian Institute of Information Technology, Sri City, India Rajkumar P. V. Texas Southern University, Houston, USA Chhabi Rani Panigrahi Central University of Rajasthan, India Horia Pop Babes-Bolyai University, Romania Tudor Lucian Pop UniversityofMedicineandPharmacyIuliuHatieganu, Romania Rajendra Prasath Indian Institute of Information Technology, Sri City, India Madalina Raschip Alexandru Ioan Cuza University, Romania Juan Recio-Garcia Universidad Complutense de Madrid, Spain Damodar Reddy Indian Institute of Technology, Dhanbad, India N. S. Reddy Gyeong Sang National University, South Korea Kazi Shah Nawaz Ripon Norwegian University of Science and Technology, Norway Paolo Rosso Universitat Politècnica de València, Spain Sudip Roy Indian Institute of Technology Roorkee, India Chaman Sabharwal Missouri University of Science and Technology, Rolla, USA Organization IX Saurav Sahay Georgia Institute of Technology, USA Gheorghe Sebestyen Technical University of Cluj-Napoca, Romania Manish Shrivastava International Institute of Information Technology, Hyderabad, India Jamuna Kanta Sing Jadavpur University, India Arif Ahmed Sk Haldia Institute of Technology, India Radu Razvan Slavescu Technical University of Cluj-Napoca, Romania Cristina Slavescu Kinga IuliuHatieganuUniversityofMedicineandPharmacy, Romania Tripti Swarnkar Indian Institute of Technology, Kharagpur, India Kathirvalavakumar Virudhunagar Hindu Nadars’ Senthikumara Nadar Thangairulappan College, India Veerakumar Thangaraj National Institute of Technology Goa, India Birjodh Tiwana LinkedIn Inc., USA Levente Torok Analytical Minds, Hungary Denis Trcek University of Ljubljana, Slovenia Turki Turki King Abdulaziz University, Saudi Arabia Odelu Vanga Birla Institute of Technology and Science Pilani, Hyderabad Campus, India Jose R. Villar University of Oviedo, Spain Venkatesh Vinayakarao Indian Institute of Information Technology, Sri City, India Anil Kumar Vuppala International Institute of Information Technology, Hyderabad, India Sergiu Zaporojan Technical University of Moldova, Moldova Additional Reviewers Abburi, Harika Kopeć, Mateusz Alluri, Knrk Raju Smywiński-Pohl, Aleksander Cignarella, Alessandra Teresa T. Kathirvalavakumar De la Peña, Gretel Liz T. Kumaran Ghanem, Bilal Vikström, Antti
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