All Artificial Intelligence (incl. Robotics) Titles
Probabilistic Logic Networks
Ben Goertzel, Matthew Iklé, Izabela Freire Goertzel, Ari Heljakka
This comprehensive book describes Probabilistic Logic Networks (PLN), a novel conceptual, mathematical and computational approach to uncertain inference. A broad scope of reasoning types are considered.
Probabilistic Graphical Models
Linda C. van der Gaag, Ad J. Feelders
This book constitutes the refereed proceedings of the 7th International Workshop on Probabilistic Graphical Models, PGM 2014, held in Utrecht, The Netherlands, in September 2014. The 38 revised full p ...
PRICAI 2014: Trends in Artificial Intelligence
Duc-Nghia Pham, Seong-Bae Park
This book constitutes the refereed proceedings of the 13th Pacific Rim Conference on Artificial Intelligence, PRICAI 2014, held in Gold Coast, Queensland, Australia, in December 2014. The 74 full pape ...
Johannes Fürnkranz, Eyke Hüllermeier
The first book dedicated to this new branch of machine learning and data mining, this comprehensive treatment, which covers everything from label ranking to preference learning and recommender systems, will be required reading for researchers working in AI.
Parallel Problem Solving from Nature -- PPSN XIII
Thomas Bartz-Beielstein, Jürgen Branke, Bogdan Filipič, James Smith
This book constitutes the refereed proceedings of the 13th International Conference on Parallel Problem Solving from Nature, PPSN 2013, held in Ljubljana, Slovenia, in September 2014.
The total of 90 ...
Open Problems in Spectral Dimensionality Reduction
Harry Strange, Reyer Zwiggelaar
The last few years have seen a great increase in the amount of data available to scientists, yet many of the techniques used to analyse this data cannot cope with such large datasets. Therefore, strat ...