Machine learning and data mining in pattern recognition: 4th International Conference, MLDM 2005, Leipzig, Germany, July 9-11, 2005, Proceedings (Lecture Notes in Artificial Intelligence 3587)

摘要

Volume 3587 of Springer's "Lecture Notes in Artificial Intelligence" series covers two conferences. The first is the Fourth International Conference on Machine Learning and Data Mining, held in Leipzig, Germany in July 2005. The second is a selection of ten papers presented at the Industrial Conference on Data Mining, held in the same location, also in 2005. The first (600-page) part of this volume spans the following areas: classification and model estimation; neural methods; subspace methods; the basics of clustering; applications of clustering; feature grouping, discretization, selection, and transformation; applications in medicine; time series and sequential pattern mining; mining images in computer vision; mining images and texture; mining motion from sequence; speech analysis; aspects of data mining; and text mining.