Artificial intelligence : with an introduction to machine learning
by NeapolItan, Richard E; Jiang, Xia (jt.auth).
Material type: BookPublisher: Boca Raton: CRC Press, 2018Edition: 2nd ed.Description: xiii, 466p.ISBN: 978036757164.Subject(s): Artificial intelligenceItem type | Location | Call number | Status | Date due | Barcode | Item holds |
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Books |
Central Library AIOU Islamabad
General Stacks
Allama Iqbal Open UniversityCentral Library |
006.3 NEA (Browse shelf) | Available | 131192 |
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006.3 MAC Machine learning for intelligent decision science | 006.3 MIN Mining user generated content | 006.3 MUL Multisensor fusion and integration in the wake of big data, deep learning and cyber physical system | 006.3 NEA Artificial intelligence | 006.3 NEC Contemporary artificial intelligence | 006.3 OSC Cunning machines: | 006.3 RAS Symbolic computing |
PB
1. Introduction to Artificial Intelligence 2. Logical Intelligence 3. First-order logic
4.Certain knowledge representation
5. Learning deterministic models 6. Probabilistic Intelligence
7.Uncertain knowledge representation 8. Advanced properties of Bayesian networks 9. Decision analysis 10. Learning probabilistic model parameters 11. Learning probabilistic structure 12. Unsupervised learning and reinforcement learning
Eng
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