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Advances in Artificial Intelligence and Applied Cognitive Computing Proceedings from ICAI’20 and ACC’20

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 20...

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Bibliographic Details
Other Authors: Arabnia, Hamid R. (Editor), Ferens, Ken (Editor), de la Fuente, David (Editor), Kozerenko, Elena B. (Editor)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2021, 2021
Edition:1st ed. 2021
Series:Transactions on Computational Science and Computational Intelligence
Subjects:
Communications Engineering, Networks
Telecommunication
Cyber-physical Systems
Artificial Intelligence
Computational Intelligence
Cooperating Objects (computer Systems)
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of 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

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