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Deep learning has been used with great success in a number of diverse applications, ranging from image processing to game playing, and the fast progress of this
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This first textbook on multi-relational data mining and inductive logic programming provides a complete overview of the field. It is self-contained and easily a
Statistical Relational Artificial Intelligence
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An intelligent agent interacting with the real world will encounter individual people, courses, test results, drugs prescriptions, chairs, boxes, etc., and need
Graph Representation Learning
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Graph-structured data is ubiquitous throughout the natural and social sciences, from telecommunication networks to quantum chemistry. Building relational induct
Probabilistic Inductive Logic Programming
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This book provides an introduction to probabilistic inductive logic programming. It places emphasis on the methods based on logic programming principles and cov