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This book constitutes the refereed proceedings of the 7th International Conference on Independent Component Analysis and Blind Source Separation, ICA 2007, held in London, UK, in September 2007. It covers algorithms and architectures, applications, medical applications, speech and signal processing, theory, and visual and sensory processing.
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Solutions for learning from large scale datasets, including kernel learning algorithms that scale linearly with the volume of the data and experiments carried out on realistically large datasets. Pervasive and networked computers have dramatically reduced the cost of collecting and distributing large datasets. In this context, machine learning algorithms that scale poorly could simply become irrelevant. We need learning algorithms that scale linearly with the volume of the data while maintaining enough statistical efficiency to outperform algorithms that simply process a random subset of the data. This volume offers researchers and engineers practical solutions for learning from large scale ...
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Neoplastic Diseases of the Blood integrates the history, epidemiology, pathology, pathophysiology, and therapeutics of modern neoplastic hematopathology. The book is divided into five major sections, with the first four covering the spectrum of hematologic neoplasia— Chronic Leukemias and Related Disorders , Acute Leukemias, Myeloma and Related Disorders, and Lymphomas. The fifth section covers a variety of topics in supportive care. Now in its fifth edition, this classic and invaluable text brings together a team of internationally renowned experts and offers in-depth coverage of the complex interface between diagnosis and therapy. Chapters feature an accessible and easy-to-read layout and provide updates on the tremendous progress made in the last decade in the understanding of the nature of hematologic malignancies and their treatment. An authoritative and indispensable resource for students, trainees, and clinicians, this fifth edition is sure to distinguish itself as the definitive reference on this topic.
Civil Engineering and Disaster Prevention focuses on the research of civil engineering, architecture and disaster prevention and control. These proceedings gather the most cutting-edge research and achievements, aiming to provide scholars and engineers with valuable research direction and engineering solutions. Subjects covered in the proceedings include: Civil Engineering Engineering Structure Architectural Materials Disaster Prevention and Control Building Electrical Engineering The works of these proceedings aim to promote the development of civil engineering and environment engineering. Thereby, fostering scientific information interchange between scholars from the top universities, research centers and high-tech enterprises working all around the world.
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