John Yen | |
---|---|
Born | |
Alma mater | University of California, Berkeley, Santa Clara University, National Taiwan University |
Awards | IEEE Fellow AAAI Senior Member |
Scientific career | |
Fields | Artificial intelligence, Data science, Computer security, Health informatics |
Institutions | Pennsylvania State University |
Thesis | Evidential Reasoning in Expert Systems (1986) |
Doctoral advisor | Lotfi A. Zadeh |
John Yen is Professor of Data Science and Professor-in-Charge of Data Science in the College of Information Sciences and Technology at Pennsylvania State University. He currently leads the Laboratory of AI for Cyber Security at Penn State. He was the founder and a former director of the Cancer Informatics Initiative there.
Yen received his Ph.D. in computer science from the University of California, Berkeley in 1986. His thesis advisor is Prof. Lotfi A. Zadeh, the father of fuzzy logic. Between 1986 and 1989, he was the main architect at USC Information Sciences Institute (ISI) for an AI architecture that pioneers a knowledge-level integration of a descriptive logic knowledge representation scheme with production rules. Before joining IST in 2001, he was a Professor of Computer Science and the Director of Center for Fuzzy Logic, Robotics, and Intelligent Systems at Texas A&M University. He was the Vice President of Publication for IEEE Neural Networks Council, now IEEE Computational Intelligence Society. Yen received the National Science Foundation Young Investigator Award in 1992. He is an IEEE Fellow.
Yen received his B.S. degree in Electrical Engineering from National Taiwan University in 1980, and M.S. degree in Computer Science from University of Santa Clara in 1982. [1]
Lotfi Aliasker Zadeh was a mathematician, computer scientist, electrical engineer, artificial intelligence researcher, and professor of computer science at the University of California, Berkeley. Zadeh is best known for proposing fuzzy mathematics, consisting of several fuzzy-related concepts: fuzzy sets, fuzzy logic, fuzzy algorithms, fuzzy semantics, fuzzy languages, fuzzy control, fuzzy systems, fuzzy probabilities, fuzzy events, and fuzzy information. Zadeh was a founding member of the Eurasian Academy.
Edward Albert Feigenbaum is a computer scientist working in the field of artificial intelligence, and joint winner of the 1994 ACM Turing Award. He is often called the "father of expert systems."
The expression computational intelligence (CI) usually refers to the ability of a computer to learn a specific task from data or experimental observation. Even though it is commonly considered a synonym of soft computing, there is still no commonly accepted definition of computational intelligence.
Clyde Lee Giles is an American computer scientist and is the Emeritus David Reese Professor at the Penn State College of Information Sciences and Technology (IST) at the Pennsylvania State University. He was also Graduate Faculty Professor of Computer Science and Engineering, Courtesy Professor of Supply Chain and Information Systems, and Director of the Intelligent Systems Research Laboratory. He was Interim Associate Dean of Research in the College of IST. He is now emeritus faculty. He graduated from Oakhaven High School in Memphis, Tennessee. His graduate degrees are from the University of Michigan and the University of Arizona and his undergraduate degrees are from Rhodes College and the University of Tennessee. His PhD is in optical sciences with advisor Harrison H. Barrett. His academic genealogy includes two Nobel laureates, Arnold Sommerfeld and prominent mathematicians.
Vasant G. Honavar is an Indian-American computer scientist, and artificial intelligence, machine learning, big data, data science, causal inference, knowledge representation, bioinformatics and health informatics researcher and professor.
Timothy Wilking Finin is the Willard and Lillian Hackerman Chair in Engineering and is a Professor of Computer Science and Electrical Engineering at the University of Maryland, Baltimore County (UMBC). His research has focused on the applications of artificial intelligence to problems in information systems and has included contributions to natural language processing, expert systems, the theory and applications of multiagent systems, the semantic web, and mobile computing.
The following outline is provided as an overview of and topical guide to artificial intelligence:
The College of Information Sciences and Technology, also known as the College of IST at Pennsylvania State University was established in 1999. Headquartered at the University Park campus in University Park, Pennsylvania, the college's programs are offered at 21 Penn State campus locations. Dr. Andrea Tapia currently serves as the college's interim dean.
IEEE Intelligent Systems is a bimonthly peer-reviewed academic journal published by the IEEE Computer Society and sponsored by the Association for the Advancement of Artificial Intelligence (AAAI), British Computer Society (BCS), and European Association for Artificial Intelligence (EurAI).
Madhu Reddy is a Professor in the School of Communication at Northwestern University. Previously he was a faculty member in the Penn State College of Information Sciences and Technology, and the School of Management and Information Systems at the University of Missouri-Rolla.
James Ze Wang is a Chinese-American computer scientist. He is a distinguished professor of the College of Information Sciences and Technology at Pennsylvania State University. He is also an affiliated professor of the Molecular, Cellular, and Integrative Biosciences Program; the Computational Science Graduate Minor; and the Social Data Analytics Graduate Program. He is co-director of the Intelligent Information Systems Laboratory. He was a visiting professor of the Robotics Institute at Carnegie Mellon University from 2007 to 2008. In 2011 and 2012, he served as a program manager in the Office of International Science and Engineering at the National Science Foundation. He is the second son of Chinese mathematician Wang Yuan.
Knowledge retrieval seeks to return information in a structured form, consistent with human cognitive processes as opposed to simple lists of data items. It draws on a range of fields including epistemology, cognitive psychology, cognitive neuroscience, logic and inference, machine learning and knowledge discovery, linguistics, and information technology.
Informatics is the study of computational systems. According to the ACM Europe Council and Informatics Europe, informatics is synonymous with computer science and computing as a profession, in which the central notion is transformation of information. In some cases, the term "informatics" may also be used with different meanings, e.g. in the context of social computing, or in context of library science.
Ronald Robert Yager is an American researcher in computational intelligence, decision making under uncertainty and fuzzy logic. He is currently Director of the Machine Intelligence Institute and Professor of Information Systems at Iona College.
Aylin Yener holds the Roy and Lois Chope Chair in engineering at Ohio State University, and Editor-in-Chief of the IEEE Transactions on Green Communications and Networking. She also serves as the IEEE Division IX Director, which includes 7 IEEE societies: Aerospace and Electronic Systems Society, Geoscience and Remote Sensing Society, Information Theory Society, Intelligent Transportation Systems Society, Oceanic Engineering Society, Signal Processing Society, Vehicular Technology Society. She is a Professor of Electrical and Computer Engineering, Integrated Systems Engineering, and Computer Science and Engineering, as well as an Affiliated Faculty member at the Sustainability Institute and the Translational Data Analytics Institute, all at Ohio State University.
Jens Lehmann is a computer scientist who works with knowledge graphs and artificial intelligence. He is a principal scientist at Amazon, an honorary professor at TU Dresden, and a fellow of the European Laboratory for Learning and Intelligent Systems. He was formerly a full professor at the University of Bonn, Germany and lead scientist for Conversational AI and Knowledge Graphs at Fraunhofer IAIS.
William Wasswa is a Ugandan lecturer, engineer and researcher. He serves as a senior lecturer in the Department of Biomedical Sciences and Engineering at Mbarara University of Science and Technology in Uganda.
Michael R. Berthold is a German computer scientist, entrepreneur, academic and author. He held the chair for bioinformatics and information mining at Konstanz University, and is an honorary professor at Óbuda University. He is also the co-founder of KNIME, and is serving as a president and CEO of KNIME AG since 2017.
Chen-Yu (Phillip) Sheu is a professor with joint appointments in electrical engineering, computer science and biomedical engineering at the University of California, Irvine. He has contributed to semantic computing, robotics computing, artificial intelligence, biomedical computing, and multimedia computing.