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20240329122006.0 |
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220409s2022 xx o ||| 0 eng d |
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|a EBLCP
|b eng
|c EBLCP
|d U3W
|d OCLCO
|d OCLCF
|d OCLCO
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|a 1306054104
|a 1309021434
|a 1311336250
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|a 9781643682457
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|a 1643682458
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|a (OCoLC)1311322262
|z (OCoLC)1306054104
|z (OCoLC)1309021434
|z (OCoLC)1311336250
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|a Q335 .N48 2022
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|a 006.3
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| 049 |
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|a UAMI
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| 100 |
1 |
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|a Hitzler, P.
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1 |
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|a Neuro-Symbolic Artificial Intelligence
|h [electronic resource].
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| 260 |
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|a :
|b IOS Press, Incorporated,
|c 2022.
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| 300 |
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|a 1 online resource (410 p.).
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| 490 |
1 |
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|a Frontiers in Artificial Intelligence and Applications Ser. ;
|v v.342
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| 500 |
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|a Description based upon print version of record.
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| 505 |
0 |
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|a Intro -- Title Page -- Preface: The 3rd AI wave is coming, and it needs a theory -- Introduction -- Contents -- Chapter 1. Neural-Symbolic Learning and Reasoning: A Survey and Interpretation -- Chapter 2. Symbolic Reasoning in Latent Space: Classical Planning as an Example -- Chapter 3. Logic Meets Learning: From Aristotle to Neural Networks -- Chapter 4. Graph Reasoning Networks and Applications -- Chapter 5. Answering Natural-Language Questions with Neuro-Symbolic Knowledge Bases -- Chapter 6. Tractable Boolean and Arithmetic Circuits -- Chapter 7. Neuro-Symbolic AI = Neural + Logical + Probabilistic AI -- Chapter 8. A Constraint-Based Approach to Learning and Reasoning -- Chapter 9. Spike-Based Symbolic Computations on Bit Strings and Numbers -- Chapter 10. Explainable Neuro-Symbolic Hierarchical Reinforcement Learning -- Chapter 11. Neuro-Symbolic Semantic Reasoning -- Chapter 12. Learning Reasoning Strategies in End-to-End Differentiable Proving -- Chapter 13. Generalizable Neuro-Symbolic Systems for Commonsense Question Answering -- Chapter 14. Combining Probabilistic Logic and Deep Learning for Self-Supervised Learning -- Chapter 15. Human-Centered Concept Explanations for Neural Networks -- Chapter 16. Abductive Learning -- Chapter 17. Logic Tensor Networks: Theory and Applications -- Author Index.
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| 590 |
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|a ProQuest Ebook Central
|b Ebook Central Academic Complete
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| 650 |
|
0 |
|a Artificial intelligence.
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| 650 |
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0 |
|a Computational intelligence.
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| 650 |
|
0 |
|a Neural computers.
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| 650 |
|
6 |
|a Intelligence artificielle.
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| 650 |
|
6 |
|a Intelligence informatique.
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| 650 |
|
6 |
|a Ordinateurs neuronaux.
|
| 650 |
|
7 |
|a artificial intelligence.
|2 aat
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| 650 |
|
7 |
|a Artificial intelligence
|2 fast
|
| 650 |
|
7 |
|a Computational intelligence
|2 fast
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| 650 |
|
7 |
|a Neural computers
|2 fast
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| 700 |
1 |
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|a Sarker, M. K.
|
| 776 |
0 |
8 |
|i Print version:
|a Hitzler, P.
|t Neuro-Symbolic Artificial Intelligence: the State of the Art
|d : IOS Press, Incorporated,c2022
|z 9781643682440
|
| 830 |
|
0 |
|a Frontiers in Artificial Intelligence and Applications Ser.
|
| 856 |
4 |
0 |
|u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=29070505
|z Texto completo
|
| 938 |
|
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|a ProQuest Ebook Central
|b EBLB
|n EBL29070505
|
| 994 |
|
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|a 92
|b IZTAP
|
