Comprises peer-reviewed proceedings of the conference MISP 2022
Discusses research findings and developments in the field of machine intelligence
Enriches understanding by including contributions from leading experts in the field
Part of the book series: Lecture Notes in Electrical Engineering (LNEE, volume 998)
Conference series link(s): MISP: International Conference on Machine Intelligence and Signal Processing
Conference proceedings info: MISP 2022.
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Table of contents (74 papers)
Machine Learning and Computational Intelligence Techniques for Data Engineering
About this book
- Machine Intelligence
- Signal Processing
- Brain Computing Interface
- Computational Intelligence
- Pattern Classification
- Ensemble Models
- Deep Learning
- Human Computer Interaction
- Biomedical Imaging
- Diagnosis of Mental Disorder
- MISP 2022
- MISP Proceedings
Editors and Affiliations
Department of Computer Science and Engineering, National Institute of Technology Raipur, Raipur, India
Pradeep Singh, Deepak Singh
Department of Computer Science and Engineering, International Institute of Information Technology, Naya Raipur, India
Østfold University College, Halden, Norway
About the editors
Dr. Pradeep Singh received a Ph.D. in Computer science and Engineering from the National Institute of Technology, Raipur, and an M.Tech. in Software engineering from the Motilal Nehru National Institute of Technology, Allahabad, India. Dr. Singh is an Assistant Professor in the Computer Science & Engineering Department at the National Institute of Technology. He has over 15 years of experience in various government and reputed engineering institutes. He has published over 80 refereed articles in journals and conference proceedings. His current research interests areas are machine learning and evolutionary computing and empirical studies on software quality, and software fault prediction models.
Dr. Deepak Singh completed his Bachelor of Engineering from Pt. Ravi Shankar University, Raipur, India, in 2007. He earned his Master of Technology with honors from CSVTU Bhilai, India, in 2011. He received a Ph.D. degree from the Department of Computer Science and Engineering at the National Institute of Technology (NIT) in Raipur, India, in 2019. Dr. Singh is currently working as an Assistant Professor at the Department of Computer Science and Engineering, National Institute of Technology Raipur, India. He has over 8 years of teaching and research experience along with several publications in journals and conferences. His research interests include evolutionary computation, machine learning, domain adaptation, protein mining, and data mining.
Dr. Vivek Tiwari is a Professor in Charge of the Department of Data Science and AI and Faculty of Computer Science and Engineering at IIIT Naya Raipur, India. He received B.Eng. from the Rajiv Gandhi Technical University, Bhopal, in 2004 and M.Tech. from SATI, Vidisha (MP), in 2008. He obtained a Ph.D. degree from the National Institute of Technology, Bhopal (MA-NIT), India, in 2015 in data mining and warehousing. Dr. Tiwari has over 65 research papers, 2 edited books, and one international patent published to his credit. His current research interest is in machine/deep learning, data mining, pattern recognition, business analytics, and data warehousing.
Dr. Sanjay Misra Sr. Member of IEEE and ACM Distinguished Lecturer, is Professor at Østfold University College (HIOF), Halden, Norway. Before coming to HIOF, he was Professor at Covenant University (400-500 ranked by THE (2019)) for 9 years. He holds a Ph.D. in Information & Knowledge Engineering (Software Engineering) from the University of Alcala, Spain, and an M.Tech. (Software Engineering) from MLN National Institute of Tech, India. Total around 600 articles (SCOPUS/WoS) with 500 co-authors worldwide (-130 JCR/SCIE) in the core & appl. area of Software Engineering, Web engineering, Health Informatics, Cybersecurity, Intelligent systems, AI, etc.
Book Title: Machine Learning and Computational Intelligence Techniques for Data Engineering
Book Subtitle: Proceedings of the 4th International Conference MISP 2022, Volume 2
Editors: Pradeep Singh, Deepak Singh, Vivek Tiwari, Sanjay Misra
Series Title: Lecture Notes in Electrical Engineering
Publisher: Springer Singapore
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2023
Hardcover ISBN: 978-981-99-0046-6Published: 16 May 2023
Softcover ISBN: 978-981-99-0049-7Due: 30 May 2024
eBook ISBN: 978-981-99-0047-3Published: 15 May 2023
Series ISSN: 1876-1100
Series E-ISSN: 1876-1119
Edition Number: 1
Number of Pages: XIV, 896
Number of Illustrations: 68 b/w illustrations, 322 illustrations in colour