Title Advances in artificial intelligence and applied cognitive computing : proceedings from ICAI'20 and ACC'20 / Hamid R. Arabnia, Ken Ferens, David de la Fuente, Elena B. Kozerenko, José Angel Olivas Varela, Fernando G. Tinetti, editors

Published Cham, Switzerland : Springer, 2021

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Description 1 online resource Series Transactions on computational science and computational intelligence, 2569-7080 Transactions on computational science and computational intelligence, 2569-7080 Contents Introduction -- PART I: ICAI'20 -- Brain models, Brain mapping, Cognitive science -- Natural language processing -- Fuzzy logic and soft computing -- Social impact of AI -- Emerging technologies -- Statistical learning theory -- Unsupervised and Supervised Learning -- Multivariate analysis -- Hierarchical learning models -- Relational learning models -- Bayesian methods -- Meta learning -- Stochastic optimization -- Heuristic optimization techniques -- Neural networks and variations -- Reinforcement learning -- PART II: ACC 2020 -- Novel Computationally Intelligent algorithms -- Bio Inspired Cognitive Algorithms -- Improving Cognition in machine learning systems -- Modeling Human Brain processing systems -- Multimodal learning systems -- Autonomous learning systems -- Reinforced learning -- Conclusion Summary The book presents the proceedings of two conferences: The 22nd International Conference on Artificial Intelligence (ICAI'20) and The 4th International Conference on Applied Cognitive Computing (ACC'20). The conferences took place in Las Vegas, NV, USA, July 27-30, 2020, and are part of the larger 2020 World Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE'20), which features 20 major tracks. Topics include: deep learning; neural networks; brain models; cognitive science; natural language processing; fuzzy logic and soft computing (ICAI) and novel computationally intelligent algorithms; bio inspired cognitive algorithms; modeling human brain processing systems (ACC); and more. Authors include academics, researchers, and professionals. Presents the proceedings of two conferences as part of the 2020 World Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE'20); Includes the tracks: artificial intelligence and applied cognitive computing; Features papers from the 22nd International Conference on AI (ICAI'20) and the 4th International Conference on Applied Cognitive Computing (ACC'20) Notes Includes index Online resource; title from PDF title page (SpringerLink, viewed October 20, 2021) Subject Artificial intelligence -- Congresses Soft computing -- Congresses Artificial intelligence Soft computing Genre/Form Electronic books proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Arabnia, Hamid, editor. Ferens, Ken, editor Fuente, David de la, 1955- editor. Kozerenko, Elena B., editor Olivas Varela, José Angel, editor Tinetti, Fernando G., editor. International Conference on Applied Cognitive Computing (4th : 2020 : Las Vegas, Nev. ; Online) ISBN 9783030702960 3030702960

Other Titles ICAI 2020 ACC 2020

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