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Statistical Relational Artificial Intelligence: Logic, Probability, and Computation

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

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Generalized Regression Neural Network Predictors for Lossless EEG Signal Compression., and . CITA, page 53-55. (2003)Preface, , , and . Statistical Relational Artificial Intelligence, Papers from the 2013 AAAI Workshop, Bellevue, Washington, USA, July 15, 2013, volume WS-13-16 of AAAI Workshops, AAAI, (2013)A Decision-Theoretic Model of Assistance - Evaluation, Extensions and Open Problems, , , and . Interaction Challenges for Intelligent Assistants, page 90-97. (2007)Preface., , , and . AAAI Workshop: Statistical Relational Artificial Intelligence, volume WS-14-13 of AAAI Workshops, AAAI, (2014)Relational Learning for Sustainable Health., , and . Computational Sustainability, volume 645 of Studies in Computational Intelligence, Springer, (2016)Sum-Product Networks for Hybrid Domains., , , , , and . CoRR, (2017)Structure Learning for Relational Logistic Regression: An Ensemble Approach., , , , , , , and . KR, page 661-662. AAAI Press, (2018)Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains., , , , , and . AAAI, page 3828-3835. AAAI Press, (2018)Classification of focal and non-focal EEG signals using neighborhood component analysis and machine learning algorithms., and . Expert Syst. Appl., (2018)Human-Guided Learning of Column Networks: Augmenting Deep Learning with Advice., , , , and . CoRR, (2019)