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Statistical Relational Artificial Intelligence: Logic, Probability, and Computation

, , , и . Synthesis Lectures on Artificial Intelligence and Machine Learning Morgan & Claypool Publishers, (2016)

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A Probabilistic Approach for Predicting Landslides by Learning a Self-Aligned Deep Convolutional Model., , и . CoRR, (2019)Logic, Probability and Computation: Foundations and Issues of Statistical Relational AI.. LPNMR, том 6645 из Lecture Notes in Computer Science, стр. 1-9. Springer, (2011)Logic, Knowledge Representation, and Bayesian Decision Theory.. Computational Logic, том 1861 из Lecture Notes in Computer Science, стр. 70-86. Springer, (2000)Query Answering in Circumscription., , и . IJCAI, стр. 426-431. Morgan Kaufmann, (1991)Normality and Faults in Logic-Based Diagnosis.. IJCAI, стр. 1304-1310. Morgan Kaufmann, (1989)Using Definite Clauses and Integrity Constraints as the Basis for a Theory Formation Approach to Diagnostic Reasoning., , и . ICLP, том 225 из Lecture Notes in Computer Science, стр. 211-222. Springer, (1986)Characterizing packet-loss impairments in compressed video., и . ICIP (5), стр. 77-80. IEEE, (2007)On eliminating loops in Prolog., и . ACM SIGPLAN Notices, 20 (8): 38-40 (1985)Binarised Regression with Instance-Varying Costs: Evaluation using Impact Curves., и . CoRR, (2020)Reference classes and relational learning., и . Int. J. Approx. Reason., 53 (3): 326-346 (2012)