Editors:
- Presents research works in the field of computational intelligence and machine learning
- Results of ICACNI 2019 held at IIIT Kalyani during 20 - 21 December 2019
- Serves as a reference for researchers and practitioners in academia and industry
Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1276)
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Table of contents (18 papers)
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Front Matter
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Applications of Neural Network
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Front Matter
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Natural Language Processing
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Front Matter
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GRSS
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Front Matter
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About this book
Editors and Affiliations
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Department of Computer Science and Engineering, University of Kalyani, Kalyani, India
Jyotsna Kumar Mandal
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Department of Computer Science and Engineering, Indian Institute of Information Technology Kalyani, Kalyani, India
Imon Mukherjee, Sanjay Chatterji
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Department of Computer Science and Engineering, National Institute of Technology Rourkel, Rourkela, India
Sambit Bakshi, Pankaj K. Sa
About the editors
Imon Mukherjee received his Ph.D. from Jadavpur University, Kolkata, India, in 2015, respectively. Currently, he is working as Faculty in-Charge, Academics, and an Assistant Professor (Grade-I) in Computer Science & Engineering, Indian Institute of Information Technology Kalyani, India (an Institute of National Importance under MHRD, Government of India). Earlier, he was an Assistant Professor in the Department of Computer Science and Engineering of the Institute of Technology & Marine Engineering, now The Neotia University, West Bengal, India, from August 2006 to December 2011. Then from January 2012, he was associated with the Department of Computer Science and Engineering, St. Thomas’ College of Engineering & Technology, Kolkata, India, with the same designation. His research focuses on information security and data analytics. He is associated as Reviewer, PC member, and Track Session Chair of many reputed conferences and journals like IEEE Transactions on Circuits and Systems for Video Technology. He is currently supervising 5 Ph.D. students at IIIT Kalyani. He has acted as PI and Co-PI of many projects funded by DST, Government of West Bengal, etc.
Sambit Bakshi is currently with Centre for Computer Vision and Pattern Recognition of National Institute of Technology Rourkela, India. He also serves as an Assistant Professor in the Department of Computer Science & Engineering of the institute. He earned his Ph.D. degree in Computer Science & Engineering. His area of interest includes surveillance and biometric authentication. He is a senior member of IEEE since 2019. He currently serves as Associate Editor of International Journal of Biometrics (2013–), IEEE Access (2016–), Innovations in Systems and Software Engineering: A NASA Journal (2016–), Expert Systems (2017–), and Plos One (2017–). He has served/is serving as Guest Editor for reputed journals like Multimedia Tools and Applications, IEEE Access, Innovations in Systems and Software Engineering: A NASA Journal, Computers and Electrical Engineering, IET Biometrics, and ACM/Springer MONET. He is serving as the Vice-Chair for IEEE Computational Intelligence Society Technical Committee for Intelligent Systems Applications for the year 2019. He received the prestigious Innovative Student Projects Award 2011 from Indian National Academy of Engineering (INAE) for his master’s thesis. He has more than 50 publications in reputed journals, reports, and conferences.
Sanjay Chatterji has received Ph.D. from IIT Kharagpur on Indian Language Machine Translation domain specifically on statistical and transfer-based approaches to build Bengali-Hindi machine translation systems based on the resources that are available. He has built morphological analyzer, POS tagger, parser, etc., for Bengali language. In Samsung R&D Institute India Bangalore (SRIB), he has worked in the domain of semantic analysis, specifically on aspect-based sentiment analysis, inter concept higher order predicate relation extraction, representation and application in search domain, DNN-based classification of intents, etc. Overall, he has experience and expertise in application of machine learning algorithms for NLP tasks. He has worked in SRIB for about 4 years and in multiple engineering colleges as Lecturer and Assistant Professor for 3 years. He has published 4journal papers (3 of which are SCI indexed) and 16 conference papers and achieved jury award for a demo in Nipun, 2015, in SRIB. Currently, he is working as an Assistant Professor in Indian Institute of Information Technology Kalyani, West Bengal, India.
Pankaj Kumar Sa received the Ph.D. degree in Computer Science in 2010. He is currently serving as an Associate Professor with the Department of Computer Science and Engineering, National Institute of Technology Rourkela, India. His research interest includes computer vision, biometrics, visual surveillance, and robotic perception. He has co-authored a number of research articles in various journals, conferences, and book chapters. He has co-investigated some research and development projects that are funded by SERB, DRDO-PXE, DeitY, and ISRO. He is the recipient of prestigious awards and honors for his excellence in academics and research. Apart from research and teaching, he conceptualizes and engineers the process of institutional automation.
Bibliographic Information
Book Title: Computational Intelligence and Machine Learning
Book Subtitle: Proceedings of the 7th International Conference on Advanced Computing, Networking, and Informatics (ICACNI 2019)
Editors: Jyotsna Kumar Mandal, Imon Mukherjee, Sambit Bakshi, Sanjay Chatterji, Pankaj K. Sa
Series Title: Advances in Intelligent Systems and Computing
DOI: https://doi.org/10.1007/978-981-15-8610-1
Publisher: Springer Singapore
eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2021
Softcover ISBN: 978-981-15-8609-5Published: 25 November 2020
eBook ISBN: 978-981-15-8610-1Published: 24 November 2020
Series ISSN: 2194-5357
Series E-ISSN: 2194-5365
Edition Number: 1
Number of Pages: XI, 200
Number of Illustrations: 23 b/w illustrations, 61 illustrations in colour
Topics: Computational Intelligence, Artificial Intelligence, Communications Engineering, Networks