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211103 ||| eng |
| 020 |
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|a 9783030702960
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| 100 |
1 |
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|a Arabnia, Hamid R.
|e [editor]
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| 245 |
0 |
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|a Advances in Artificial Intelligence and Applied Cognitive Computing
|h Elektronische Ressource
|b Proceedings from ICAI’20 and ACC’20
|c edited by Hamid R. Arabnia, Ken Ferens, David de la Fuente, Elena B. Kozerenko, José Angel Olivas Varela, Fernando G. Tinetti
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| 250 |
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|a 1st ed. 2021
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| 260 |
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|a Cham
|b Springer International Publishing
|c 2021, 2021
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| 300 |
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|a XXI, 1184 p. 150 illus. in color
|b online resource
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| 505 |
0 |
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|a 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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| 653 |
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|a Communications Engineering, Networks
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| 653 |
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|a Telecommunication
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| 653 |
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|a Cyber-Physical Systems
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| 653 |
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|a Artificial Intelligence
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| 653 |
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|a Artificial intelligence
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| 653 |
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|a Computational intelligence
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| 653 |
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|a Cooperating objects (Computer systems)
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| 653 |
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|a Computational Intelligence
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| 700 |
1 |
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|a Ferens, Ken
|e [editor]
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| 700 |
1 |
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|a de la Fuente, David
|e [editor]
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| 700 |
1 |
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|a Kozerenko, Elena B.
|e [editor]
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| 041 |
0 |
7 |
|a eng
|2 ISO 639-2
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| 989 |
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|b Springer
|a Springer eBooks 2005-
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| 490 |
0 |
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|a Transactions on Computational Science and Computational Intelligence
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| 028 |
5 |
0 |
|a 10.1007/978-3-030-70296-0
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| 856 |
4 |
0 |
|u https://doi.org/10.1007/978-3-030-70296-0?nosfx=y
|x Verlag
|3 Volltext
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| 082 |
0 |
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|a 621.382
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| 520 |
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|a 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 intelligenceand 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)
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