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Advances in Intelligent Systems and Computing

Machine Intelligence and Signal Processing

Proceedings of International Conference, MISP 2019

Editors: Agarwal, Sonali, Verma, Shekhar, Agrawal, Dharma P. (Eds.)

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  • Presents recent advances in the areas of data mining, artificial intelligence, and machine learning methods and algorithms
  • Discusses applications for studying human brain disorders
  • Serves as a valuable reference resource for future work
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eBook $219.00
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  • ISBN 978-981-15-1366-4
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  • Immediate eBook download after purchase
Softcover $279.99
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  • ISBN 978-981-15-1365-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book features selected high-quality research papers presented at the International Conference on Machine Intelligence and Signal Processing (MISP 2019), held at the Indian Institute of Technology, Allahabad, India, on September 7–10, 2019. The book covers the latest advances in the fields of machine learning, big data analytics, signal processing, computational learning theory, and their real-time applications. The topics covered include support vector machines (SVM) and variants like least-squares SVM (LS-SVM) and twin SVM (TWSVM), extreme learning machine (ELM), artificial neural network (ANN), and other areas in machine learning. Further, it discusses the real-time challenges involved in processing big data and adapting the algorithms dynamically to improve the computational efficiency. Lastly, it describes recent developments in processing signals, for instance, signals generated from IoT devices, smart systems, speech, and videos and addresses biomedical signal processing: electrocardiogram (ECG) and electroencephalogram (EEG).

About the authors

Dr. Sonali Agarwal is Associate Professor at Indian Institute of Information Technology Allahabad, Prayagraj, U.P., India. Her main research areas are data mining, software engineering and machine learning. She has published several research papers in academic journals and international proceedings. She has served as a guest editor for special issues in several journals, program committee member for many conferences and chaired several conferences. She also organized several national/international workshops and conferences. She is a senior member of IEEE and a member of IEEE CIS and ACM.

Prof. Shekhar Verma is a Professor at Indian Institute of Information Technology Allahabad, Prayagraj, U.P., India. His main research areas are wireless sensor network, cryptography, cloud computing and machine learning. He has published several papers in academic journals and international proceedings. He has served as a guest editor for special issues in several journals, program committee member for many conferences and chaired several conferences. He also organized several national/international workshops and conferences.

Dharma P. Agrawal has been the OBR Distinguished Professor at the University of Cincinnati, since August 1998. He is co-author of textbooks Introduction to Wireless and Mobile System (4th edition) , and Ad hoc and Sensor Networks (2nd edition), co-edited Encyclopedia on Ad Hoc and Ubiquitous Computing, and Embedded Sensor Systems. He is the Fellow of IEEE, ACM, AAAS, NAI, IACSIT, and WIF. He is a Golden Core member of the IEEE-CS and recipient of the IEEE Third Millennium Medal. He has published over 684 articles, 42 keynote speeches, 67 intensive courses, 8 patents and 25 invention disclosures, supervised 75 Ph.D. dissertations and led UCBT Bluetooth package. He has been on the editorial boards of IEEE Transactions on Computers, IEEE Computer, Journal of High Speed Computing, JPDC, and is serving IJCN, JECE, IJSIA, IJDSN, IJAHUC, IJAHSWN, JDSN, and IJWMC and founding EIC of the Central European Journal of Computer Science. He is Editor-in-Chief for the Journal of Sensor and Actuator Networks. His research interests include applications of sensor networks in monitoring Parkinsons disease patients and neurosis, applications of sensor networks in monitoring fitness of athletes personnel wellness, applications of sensor networks in monitoring firefighters physical condition in action, efficient secured communication in Sensor networks, secured group communication in Vehicular Networks, use of Femto cells in LTE technology and interference issues, heterogeneous wireless networks, and resource allocation and security in mesh networks for 4G technology.

Table of contents (36 chapters)

Table of contents (36 chapters)
  • Ring Partition-Based Fingerprint Indexing Algorithm

    Pages 1-12

    Gogoi, Manas Jyoti (et al.)

  • A Novel Approach for Music Recommendation System Using Matrix Factorization Technique

    Pages 13-25

    Ananth, G. S. (et al.)

  • Generation of Image Captions Using VGG and ResNet CNN Models Cascaded with RNN Approach

    Pages 27-42

    Bhalekar, Madhuri (et al.)

  • Face Classification Across Pose by Using Nonlinear Regression and Discriminatory Face Information

    Pages 43-55

    Arora, Kumud (et al.)

  • Emotion Recognition from Facial Images for Tamil Language Speakers

    Pages 57-69

    Joseph, Cynthia (et al.)

Buy this book

eBook $219.00
price for USA in USD (gross)
  • ISBN 978-981-15-1366-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $279.99
price for USA in USD
  • ISBN 978-981-15-1365-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Machine Intelligence and Signal Processing
Book Subtitle
Proceedings of International Conference, MISP 2019
Editors
  • Sonali Agarwal
  • Shekhar Verma
  • Dharma P. Agrawal
Series Title
Advances in Intelligent Systems and Computing
Series Volume
1085
Copyright
2020
Publisher
Springer Singapore
Copyright Holder
Springer Nature Singapore Pte Ltd.
eBook ISBN
978-981-15-1366-4
DOI
10.1007/978-981-15-1366-4
Softcover ISBN
978-981-15-1365-7
Series ISSN
2194-5357
Edition Number
1
Number of Pages
XVI, 466
Number of Illustrations
76 b/w illustrations, 168 illustrations in colour
Topics