Machine Learning in Signal Processing: Applications, Challenges, and the Road Ahead

《機器學習在信號處理中的應用、挑戰與未來展望》提供了一個全面的研究導向，旨在使機器學習（ML）熟悉信號處理（SP）概念。

Dr. Sudeep Tanwar (M'15, SM'21) is currently working as a Professor of the Computer Science and Engineering Department at the Institute of Technology, Nirma University, India. Dr Tanwar was a visiting Professor at Jan Wyzykowski University in Polkowice, Poland and the University of Pitesti in Pitesti, Romania. Dr Tanwar's research interests include Blockchain Technology, Wireless Sensor Networks, Fog Computing, Smart Grid, and IoT. He has authored 02 books and edited 13 books, more than 200 technical papers, including top journals and top conferences, such as IEEE TNSE, TVT, TII, WCM, Networks, ICC, GLOBECOM, and INFOCOM. He is a Senior Member of IEEE, CSI, IAENG, ISTE, CSTA, and the member of the Technical Committee on Tactile Internet of IEEE Communication Society. He is leading the ST research lab where group members are working on the latest cutting-edge technologies.

Dr. Anand Nayyar received Ph.D (Computer Science) from Desh Bhagat University in 2017 in the area of Wireless Sensor Networks and Swarm Intelligence. He is currently working in Graduate School, Duy Tan University, Da Nang, Vietnam. A Certified Professional with 75+ Professional certificates from CISCO, Microsoft, Oracle, Google, Beingcert, EXIN, GAQM, Cyberoam and many more. Published 100+ Research Papers in various National International Journals (Scopus/SCI/SCIE/SSCI Indexed) with High Impact Factor. Member of more than 50+ Associations as Senior and Life Member. He is acting as Editor-in-Chief of IGI-Global, USA Journal titled "International Journal of Smart Vehicles and Smart Transportation (IJSVST)".

Dr. Rudra Rameshwar (Ph.D. - IIT Roorkee, M.Tech. - IIT Roorkee, D.B.E. - EDII Ahmedabad, B.Tech. (Elect. Engg.) - DEI Agra, B.Sc. - DEI Agra) is full-time management faculty working in LMTSOM, Thapar Institute of Engineering & Technology (Deemed-to-be-University) Patiala (Punjab State), India. He is associated with core MBA specializations working in the area of "Operations, Energy & Sustainability, and Analytics". Additionally, he is working in the area of Industry 4.0, Education 4.0, Business Analytics, HR Analytics, CSR, Service Operations Management, Sustainable Development, Warehouse Management, Sustainable Business Strategies, Industrial Marketing, Technology & Innovation, Research Methodology, Data Analytics, International Management, Business Statistics, Research Design and Statistical Tools - Techniques, - Data Analysis, Interpretation - SPSS/EViews/Minitab Training, Meta-Analysis, Advanced Regression Analysis, Qualitative & Quantitative Research, Academic Publishing and Integrity. He is a Life member of Thomason Alumni Association (IIT Roorkee), Indian Science Congress Association (ISCA) Kolkata, Confederation of Indian Industry (CII) Chandigarh.

Dr. Sudeep Tanwar (M'15, SM'21) 目前擔任印度尼爾瑪大學科技學院計算機科學與工程系的教授。Tanwar 博士曾擔任波蘭波爾科維采的簡·維茲科夫斯基大學及羅馬尼亞皮特什蒂大學的訪問教授。Tanwar 博士的研究興趣包括區塊鏈技術、無線感測網路、雲端計算、智慧電網及物聯網。他已出版兩本書籍並編輯了十三本書，發表了超過 200 篇技術論文，包括在 IEEE TNSE、TVT、TII、WCM、Networks、ICC、GLOBECOM 和 INFOCOM 等頂尖期刊和會議上發表的論文。他是 IEEE、CSI、IAENG、ISTE、CSTA 的資深會員，並且是 IEEE 通信學會觸覺網際網路技術委員會的成員。他領導的 ST 研究實驗室的成員正在研究最新的尖端技術。

Dr. Anand Nayyar 於 2017 年在德什·巴哈特大學獲得計算機科學博士學位，研究領域為無線感測網路和群體智慧。他目前在越南岘港的杜伊坦大學研究所工作。他是一位持有超過 75 張專業證書的認證專業人士，證書來自 CISCO、Microsoft、Oracle、Google、Beingcert、EXIN、GAQM、Cyberoam 等多個機構。他在各種國內外期刊（Scopus/SCI/SCIE/SSCI 索引）上發表了超過 100 篇研究論文，並且這些期刊具有高影響因子。他是超過 50 個協會的資深會員和終身會員，並擔任 IGI-Global 美國期刊《國際智慧車輛與智慧交通期刊 (IJSVST)》的主編。

Dr. Rudra Rameshwar（Ph.D. - IIT Roorkee, M.Tech. - IIT Roorkee, D.B.E. - EDII Ahmedabad, B.Tech. (Elect. Engg.) - DEI Agra, B.Sc. - DEI Agra）是全職管理學 faculty，任職於印度旁遮普州的 Thapar 工程與技術學院（被認定為大學）。他與核心 MBA 專業相關，專注於「運營、能源與可持續性及分析」領域。此外，他還在工業 4.0、教育 4.0、商業分析、人力資源分析、企業社會責任、服務運營管理、可持續發展、倉儲管理、可持續商業策略、工業行銷、技術與創新、研究方法論、數據分析、國際管理、商業統計、研究設計及統計工具技術、數據分析、解釋 - SPSS/EViews/Minitab 培訓、元分析、高級回歸分析、定性與定量研究、學術出版與誠信等領域工作。他是托馬森校友會（IIT Roorkee）、印度科學大會（ISCA）加爾各答分會、印度工業聯合會（CII）昌迪加爾分會的終身會員。