Machine Learning and Computational Intelligence Techniques for Data Engineering: Proceedings of the 4th International Conference Misp 2022, Volume 2

Singh, Pradeep, Singh, Deepak, Tiwari, Vivek

Machine Learning and Computational Intelligence Techniques for Data Engineering: Proceedings of the 4th International Conference Misp 2022, Volume 2
  • 出版商: Springer
  • 出版日期: 2024-05-17
  • 售價: $11,380
  • 貴賓價: 9.5 折 $10,811
  • 語言: 英文
  • 頁數: 896
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9819900492
  • ISBN-13: 9789819900497
  • 相關分類: Machine Learning

    • 海外代購書籍(需單獨結帳)

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商品描述

This book comprises the proceedings of the 4th International Conference on Machine Intelligence and Signal Processing (MISP2022). The contents of this book focus on research advancements in machine intelligence, signal processing, and applications. The book covers the real-time challenges involved while processing big data analytics and stream processing with the integration of smart data computing services and interconnectivity. It also includes the progress in signal processing to process the normal and abnormal categories of real-world signals such as signals generated from IoT devices, smart systems, speech, videos and involves biomedical signal processing: electrocardiogram (ECG), electroencephalogram (EEG), magnetoencephalography (MEG), electromyogram (EMG), etc. This book proves to be a valuable resource for those in academia and industry.

商品描述(中文翻譯)

本書收錄了第四屆國際機器智能與信號處理會議（MISP2022）的論文集。本書的內容聚焦於機器智能、信號處理和應用的研究進展。本書涵蓋了處理大數據分析和流式處理的實時挑戰，並結合智能數據計算服務和互聯性。它還包括了信號處理的進展，以處理來自物聯網設備、智能系統、語音、視頻等現實世界信號的正常和異常類別，並涉及生物醫學信號處理，如心電圖（ECG）、腦電圖（EEG）、腦磁圖（MEG）、肌電圖（EMG）等。本書對學術界和工業界的人士來說是一個寶貴的資源。

作者簡介

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.

作者簡介(中文翻譯)

Dr. Pradeep Singh在印度國家技術研究所Raipur分校獲得計算機科學和工程博士學位，並在印度阿拉哈巴德的莫提拉爾·內赫魯國家技術研究所獲得軟件工程碩士學位。Dr. Singh是印度國家技術研究所計算機科學與工程系的助理教授，擁有超過15年在政府和知名工程學院的經驗。他在期刊和會議論文中發表了80多篇被引用的文章。他目前的研究興趣包括機器學習和演化計算，以及軟件質量和軟件故障預測模型的實證研究。

Dr. Deepak Singh於2007年在印度Raipur的Pt. Ravi Shankar大學獲得工程學學士學位，並於2011年在印度CSVTU Bhilai獲得榮譽碩士學位。他於2019年在印度Raipur的國家技術研究所計算機科學與工程系獲得博士學位。Dr. Singh目前在印度Raipur的國家技術研究所計算機科學與工程系擔任助理教授，擁有超過8年的教學和研究經驗，並在期刊和會議上發表了多篇文章。他的研究興趣包括演化計算、機器學習、領域適應、蛋白質挖掘和數據挖掘。

Dr. Vivek Tiwari是印度IIIT Naya Raipur數據科學和人工智能系和計算機科學與工程系的負責教授。他於2004年在Rajiv Gandhi技術大學獲得工程學士學位，並於2008年在SATI Vidisha（MP）獲得碩士學位。他於2015年在印度Bhopal的國家技術研究所獲得數據挖掘和數據倉儲博士學位。Dr. Tiwari已發表了超過65篇研究論文、2本編輯的書籍和一項國際專利。他目前的研究興趣包括機器/深度學習、數據挖掘、模式識別、商業分析和數據倉儲。

Dr. Sanjay Misra是挪威Halden的Østfold大學學院（HIOF）的教授，也是IEEE和ACM的傑出講師。在加入HIOF之前，他在Covenant大學（THE（2019）排名400-500）擔任教授長達9年。他擁有西班牙阿爾卡拉大學的信息與知識工程（軟件工程）博士學位和印度MLN國家技術研究所的軟件工程碩士學位。他在軟件工程、網絡工程、健康信息學、網絡安全、智能系統和人工智能等核心和應用領域發表了約600篇文章（SCOPUS/WoS），與全球500多位合著者合作（-130 JCR/SCIE）。

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