April 2025
Intermediate
384 pages
11h 15m
English
Content preview from Machine Learning and AI with Simple Python and Matlab Scripts
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About the Author
Dr. M. Ümit Uyar is a professor at the City College of the City University of New York. He is the co‐founder and current director of the Computer Engineering program at the City College. He was the lead and co‐principal investigator for large grants to conduct research on AI and game theory‐based autonomous software agents, knowledge sharing mobile agents using bio‐inspired algorithms for topology control in mobile networks, tactical interoperability of combat networks and efficient reliable end‐to‐end communications.
Based on his research experience in civilian and military telecommunication protocols and mobile ad hoc computer networks, Dr. Uyar developed AI and game theory algorithms for large swarms of autonomous drones and intelligent techniques for personalized prognosis of degenerative diseases such as Alzheimer's disease and cancer. While in industry, he developed widely used software tools that improved the software development cycle by orders of magnitude. He has published extensively in AI, game theory and formal description techniques used for complex telecommunication protocols, edited books and co‐chaired international conferences.
Prior to joining academia, he was a Distinguished Member of Technical Staff at AT&T Bell Labs. He is an IEEE Fellow and holds seven US patents. Dr. Uyar has a BS degree from İstanbul Teknik Üniversitesi, and MS and PhD ...
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