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Statistical Relational Artificial Intelligence: Logic, Probability, and Computation

, , , and . Synthesis Lectures on Artificial Intelligence and Machine Learning Morgan & Claypool, San Rafael, CA, (2016)
DOI: 10.2200/S00692ED1V01Y201601AIM032

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Machine Learning for Personalized Medicine: Predicting Primary Myocardial Infarction from Electronic Health Records, , , , and . AI Magazine, 33 (4): 33--45 (2012)Extracting Adverse Drug Events from Text Using Human Advice., , , , and . AIME, volume 9105 of Lecture Notes in Computer Science, page 195-204. Springer, (2015)Human-Guided Learning of Column Networks: Augmenting Deep Learning with Advice., , , , and . CoRR, (2019)3-D medical image compression using 3-D wavelet coders., and . Digit. Signal Process., 21 (1): 100-109 (2011)Bootstrapping Knowledge Base Acceleration., , , , and . TREC, volume 500-302 of NIST Special Publication, National Institute of Standards and Technology (NIST), (2013)Explaining Deep Tractable Probabilistic Models: The sum-product network case., , , , , and . PGM, volume 186 of Proceedings of Machine Learning Research, page 325-336. PMLR, (2022)Preface., , , and . StarAI@AAAI, volume WS-14-13 of AAAI Technical Report, AAAI, (2014)Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains., , , , , and . AAAI, page 3828-3835. AAAI Press, (2018)Relational Boosted Bandits., , and . AAAI, page 12123-12130. AAAI Press, (2021)Counting Belief Propagation., , and . UAI, page 277-284. AUAI Press, (2009)