Advertisement

Machine Intelligence and Signal Processing

Proceedings of International Conference, MISP 2019

  • Sonali Agarwal
  • Shekhar Verma
  • Dharma P. Agrawal
Conference proceedings MISP 2019
  • 1.2k Downloads

Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 1085)

Table of contents

  1. Front Matter
    Pages i-xvi
  2. Manas Jyoti Gogoi, Amit Kumar Trivedi, Dalton Meitei Thounaojam, Aniruddha Bhattarchajee, Rahul Debnath, Kaushik Borah
    Pages 1-12
  3. Madhuri Bhalekar, Shubham Sureka, Shaunak Joshi, Mangesh Bedekar
    Pages 27-42
  4. Sreekanth Madhusoodhanan, Joseph Suresh Paul
    Pages 71-82
  5. Abhishek Majumder, Samir Nath, Sudipta Roy
    Pages 83-96
  6. Milan Joshi, Dhanajay Joshi, Vivek Sharma
    Pages 97-111
  7. Vandana Khobragade, Jagannath Nirmal, Suprava Patnaik
    Pages 113-124
  8. V. Sowmya, A. Rajeswari
    Pages 125-136
  9. Rohini Devagiri, Nalini C. Iyer, Shruti Maralappanavar
    Pages 137-147
  10. Krushnaa Rengarajan, Vijay Krishna Menon
    Pages 149-160
  11. Raji Susan Mathew, Joseph Suresh Paul
    Pages 161-171
  12. Kanika Bhatia, Shampa Chakraverty, Sushama Nagpal, Amit Kumar, Mohit Lamba, Anupam Poddar
    Pages 173-184
  13. Rupali Parmar, Sulochana Wadhwani, Manjaree Pandit
    Pages 185-200
  14. P. Naveen Kumar, S. R. Jeeva Karunya, G. Sakthivel, R. Jegadeeshwaran
    Pages 201-214
  15. Sanjeev Kumar Sinha, Chiranjeev Kumar
    Pages 225-234
  16. Zanariah Zainudin, Siti Mariyam Shamsuddin, Shafaatunnur Hasan
    Pages 235-245
  17. Anurag Singh, Suraj Sharma, Vivek Mukundan, Tapendra Kumar, Nalini Pusarla
    Pages 259-269
  18. Klinsega Jeberson, Manish Kumar, Lordwin Jeyakumar, Raghav Yadav
    Pages 271-283
  19. Himanshu Rohilla, Suneeta Agarwal
    Pages 299-311
  20. Vivek Kumar, Saumya Jain, Vibhor Kant
    Pages 313-326
  21. K. Sundarakantham, J. Felicia Lilian, Harinie Rajashree, S. Mercy Shalinie
    Pages 327-338
  22. Veronica Naosekpam, Nissi Paul, Alexy Bhowmick
    Pages 339-350
  23. Kedar Swami, Bhardwaz Bhuma, Semanto Mondal, L. Anjaneyulu
    Pages 351-360
  24. B. K. Dhanalakshmi, K. C. Srikantaiah, K. R. Venugopal
    Pages 361-369
  25. Shruti, Barathram Ramkumar
    Pages 399-411
  26. Daya Gupta, Divyashikha Sethia, Abhra Gupta, Trideep Sharma
    Pages 413-426
  27. Sanjay Kumar Sonbhadra, Sonali Agarwal, P. Nagabhushan
    Pages 427-439
  28. Ashutosh Kumar, Rahul Gyawali, Sonali Agarwal
    Pages 441-451
  29. Back Matter
    Pages 465-466

About these proceedings

Introduction

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).

Keywords

Signal Processing Machine Learning Conference Proceedings MISP MISP 2019 Time-frequency Analysis Kernel Design

Editors and affiliations

  • Sonali Agarwal
    • 1
  • Shekhar Verma
    • 2
  • Dharma P. Agrawal
    • 3
  1. 1.Department of Information TechnologyIndian Institute of Information Technology AllahabadAllahabadIndia
  2. 2.Department of Information TechnologyIndian Institute of Information Technology AllahabadAllahabadIndia
  3. 3.Department of Electrical Engineering and Computing ScienceUniversity of CincinnatiCincinnatiUSA

Bibliographic information

Industry Sectors
Pharma
Materials & Steel
Automotive
Chemical Manufacturing
Biotechnology
Finance, Business & Banking
Electronics
IT & Software
Telecommunications
Law
Consumer Packaged Goods
Energy, Utilities & Environment
Aerospace
Oil, Gas & Geosciences
Engineering