IEEE Fellow; Professor in the Department of Electrical and Electronic Engineering, University of Cagliari, Italy; Associate Editor-in-Chief for Elsevier Pattern Recognition Journal (PRJ); Recipient of the prestigious 2022 ICML Test of Time Award and the 2021 Best Paper Award and Pattern Recognition Medal from Elsevier Pattern Recognition.

Fellow of the Indian National Academy of Engineering (INAE), the Indian National Science Academy (INSA), and the Indian Academy of Sciences (IASc); IEEE Life Fellow; ISCA Fellow; APAS Fellow; Life Fellow at IIT Kharagpur, Distinguished Professor at IIT Hyderabad, Adjunct Faculty at IIT Tirupati, INSA Hon Scientist and Emeritus Professor at International Institute of Information Technology.

IEEE Life Fellow; IET Fellow; Chaired Fellow of British Computer Society; CEng; CITP; Professor of Electrical and Computer Engineering, and former Associate Dean for Academic Personnel, College of Engineering, at University of California, Santa Barbara

IEEE Fellow; Consultant in Information Fusion and Decision System Technologies; Founding Editor-in-chief of the International Journal on Information Fusion

IEEE Fellow; Professor and L. Lau Chair in Electrical and Computer Engineering, Department of Electrical and Computer Engineering, University of Toronto, Canada; Associate Editor of the IEEE Transactions on Mobile Computing.

IEEE Fellow; Fellow of Academy of Engineering, Singapore; Professor of Mechanical and Automation Engineering, Chinese University of Hong Kong

Member of Chinese Academy of Sciences; Member of the World Academy of Sciences (TWAS); Academician of Asia Pacific Academy of Materials; Fellow of International Union of Societies for Biomaterials Science and Engineering; Fellow of Royal Society of Chemistry; Fellow of Chinese Chemical Society; Distinguished Presidential Chair Professor at the Chinese University of Hong Kong, Shenzhen (CUHK-SZ); Dean of the School of Science and Engineering at CUHK-SZ

Foreign Member of Chinese Academy of Sciences (CAS); Foreign Member of Academia Europaea; Fellow of Singapore National Academy of Science (SNAS); Fellow of Singapore Academy of Engineering (SAEng); IEEE Fellow; ACM Fellow; CCF Fellow; Lee Kong Chian Centennial Professor at the National University of Singapore (NUS), and Former Dean of School of Computing (2007-2013); Adjunct Chang Jiang Professor at Zhejiang University, Visiting Chair Professor at Peking University and Visiting Distinguished Professor at Tsinghua University; Lead PI of Singapore Blockchain Innovation Programme (SBIP).

AAAI Fellow; IEEE Fellow; AAAS Fellow; Professor of Computer Science and Engineering at the University of Michigan

IEEE Fellow, ACM Fellow, AAAS Fellow; Provost Emeritus and Research Professor, Department of Computer Science and Engineering, The Chinese University of Hong Kong; F. W. Woeltge Emeritus Professor, University of Illinois, Urbana-Champaign.

IEEE Life Fellow, IFSA Fellow, Honorary Member of the European Association for Fuzzy Logic and Technology (EUSFLAT); Former President of the IEEE Computational Intelligence Society (IEEE CIS); Editor-in-Chief of the International Journal of Uncertainty, Fuzziness and Knowledge-based Systems (World Scientific); Director of research emeritus at the National Center for Scientific Research; Former head of the department of Databases and Machine Learning (DAPA), and former head of the research group Machine Learning and Information Retrieval (MALIRE) of DAPA in the Computer Science Laboratory of the University Paris 6 (LIP6) until 2013; Member of the research group Learning, Fuzzy and Intelligent Systems (LFI) in the Department of Artificial Intelligence and Data Sciences, and member of the Sorbonne Center for Artificial Intelligence at Sorbonne University since 2014.

Fellow of the American Academy of Arts and Sciences; Member of the European Academy of Sciences; ACM Fellow; Fellow of the World Innovation Foundation; Guggenheim Fellow; Eugene Higgins Professor of Computer Science at Princeton University.

Fellow of the International Fuzzy Systems Association (IFSA); Honorary Member of the European Association for Fuzzy Logic and Technology (EUSFLAT); Doctor Honoris Causa of the University of Turku, Finland; Honorary Professor of Budapest Tech, Hungary; Invited Professor of the Central University "Marta Abreu" of las Villas, Cuba; Honorary Chair Professor at Bennett University, India; Senior Full Professor at the Department of Data Analysis and Mathematical Modelling, Founder of the Knowledge-based Systems research unit KERMIT, Ghent University, Belgium; Recipient of a Government of Canada Award, the EUSFLAT Scientific Excellence Award and a nominee of the Ghent University Prometheus Award for Research; Co-Editor-in-Chief of Fuzzy Sets and Systems.

Member of the US National Academy of Engineering; IEEE Fellow; AAAS Fellow; Fellow and Past President of the International Neural Network Society; Professor Emeritus in the Electrical Engineering Department at Stanford University

Member of Academia Europaea; IEEE Fellow; Professor (C4) for Computer Science, Faculty of Engineering of the University of Freiburg; Head of the Chair of Computer Architecture at the University of Freiburg

Member and Senator of the German National Academy of Sciences (Leopoldina); Former President of the European Society for Affective and Cognitive Neuroscience; Professor of psychology at the Shandong Normal University in Jinan, China.

IEEE Fellow; Fellow of the Indian National Academy of Engineering; Fellow of the National Academy of Sciences, India; Fellow of the Institution of Electronics and Telecommunication Engineers, India; Fellow of the West Bengal Academy of Science and Technology; Professor at the Advanced Computing and Microelectronics Unit, Indian Statistical Institute, India.

IAPR Fellow; IETE Fellow; Fellow of National Academy of Science, India (NASI); Fellow of Indian National Academy of Engineering (INAE); Professor, Computer and Communication Sciences Division, Indian Statistical Institute and Visiting Professor, Indian Institute of Information Technology, Kalyani, India.