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1 Introduction.- 2 Model Selection and Evaluation.- 3 Linear Models.- 4 Decision Trees.- 5 Neural Ne... more
Many machine learning tasks involve solving complex optimization problems, such as working on non-di... more
This book constitutes the refereed proceedings of the First CCF International Conference on Artifici... more
This book constitutes the refereed proceedings at PAKDD Workshops 2015, held in conjunction with PAK... more
This two-volume set, LNAI 9077 + 9078, constitutes the refereed proceedings of the 19th Pacific-Asia... more
An up-to-date, self-contained introduction to a state-of-the-art machine learning approach, Ensemble... more
The First Asian Conference on Machine Learning (ACML 2009) was held at Nanjing, China during Novembe... more
The Pacific Rim International Conference on Artificial Intelligence (PRICAI) is one of the preeminen... more
The application of Data Mining (DM) technologies has shown an explosive growth in an increasing numb... more
This book constitutes the thoroughly refereed post-proceedings of three workshops and an industrial ... more
This book constitutes the refereed proceedings of the 11th Pacific-Asia Conference on Knowledge Disc... more
This book provides in-depth coverage on the latest concepts, systems, and technologies that are bein... more
This book constitutes the thoroughly refereed post-conference proceedings of the 4th International C... more
This book constitutes the refereed proceedings of the 11th International Workshop on Multiple Classi... more