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Utilizing Problem Structure in Planning: A Local Search Approach
(Springer-Verlag Berlin Heidelberg, 2003)
Planning is a crucial skill for any autonomous agent, be it a physically embedded agent, such as a robot, or a purely simulated software agent. For this reason, planning, as a central research area of artificial intelligence ...
Introduction to Deep Learning: From Logical Calculus to Artificial Intelligence
(Springer, 2018)
This textbook presents a concise, accessible and engaging first introduction to deep learning, offering a wide range of connectionist models which represent the current state-of-the-art. The text explores the most popular ...
Artificial Neural Networks in Vehicular Pollution Modelling
(Springer, 2006)
Artificial neural networks (ANNs), which are parallel computational models, comprising of interconnected adaptive processing units (neurons) have the capability to predict accurately the dispersive behavior of vehicular ...
Computer Mathematics: 8th Asian Symposium, ASCM 2007, Singapore, December 15-17, 2007. Revised and Invited Papers
(Springer-Verlag Berlin Heidelberg, 2008)
This book constitutes thoroughly refereed post-conference proceedings of the 8th Asian Symposium on Computer Mathematics, ASCM 2007, held in Singapore in December 2007. The 22 revised full papers and 5 revised poster papers ...
Deterministic and Statistical Methods in Machine Learning: First International Workshop, Sheffield, UK, September 7-10, 2004. Revised Lectures
(Springer-Verlag Berlin Heidelberg, 2005)
This book consitutes the refereed proceedings of the First International Workshop on Machine Learning held in Sheffield, UK, in September 2004.The 19 revised full papers presented were carefully reviewed and selected for ...
Deontic Logic in Computer Science: 7th International Workshop on Deontic Logic in Computer Science, DEON 2004, Madeira, Portugal, May 26-28, 2004
(Springer-Verlag Berlin Heidelberg, 2004)
This volume contains the workshop proceedings of DEON 2004, the Seventh International Workshop on Deontic Logic in Computer Science. The DEON workshop series aims at bringing together researchers interested in topics - ...
Graph-Theoretic Techniques For Web Content Mining
(World Scientific, 2005)
This book describes exciting new opportunities for utilizing robust graph representations of data with common machine learning algorithms. Graphs can model additional information which is often not present in commonly used ...
Handbook of Constraint Programming
(Elsevier, 2006)
Constraint programming is a powerful paradigm for solving combinatorial search problems that draws on a wide range of techniques from artificial intelligence, computer science, databases, programming languages, and operations ...
Progress in Discovery Science: Final Report of the Japanese Dicsovery Science Project
(Springer-Verlag Berlin Heidelberg, 2002)
This book documents the scientific outcome and constitutes the final report of the Japanese reseach project on discovery science. During three years more than 60 scientists participated in the project and developed a wealth ...
Machine Learning: ECML 2004: 15th European Conference on Machine Learning, Pisa, Italy, September 20-24, 2004. Proceedings
(Springer-Verlag Berlin Heidelberg, 2004)
This book constitutes the refereed proceedings of the 15th European Conference on Machine Learning, ECML 2004, held in Pisa, Italy, in September 2004, jointly with PKDD 2004. The 45 revised full papers and 6 revised short ...