Henry Horng-Shing Lu is a Professor at the National Chiao Tung University”s Institute of Statistics in Taiwan. He is also the Chairman of the University”s Interdisciplinary Sciences Degree Program in the College of Science. His research interests are in the field of interdisciplinary studies related to statistics, medical images and bioinformatics.
Bernhard Schölkopf is a member of the Max Planck Society and Director of the Max Planck Institute for Biological Cybernetics. He is also an Honorary Professor of Machine Learning at the Technical University Berlin. His scientific interests are in the field of inference from empirical data; in particular, in machine learning methods for extracting statistical and causal regularities.
Hongyu Zhao is a Professor of Biostatistics, Statistics, and Genetics at Yale University, where he also serves as the Director of the Center for Statistical Genomics and Protoemics. His research interests include statistical genomics, computational biology, statistical proteomics, risk prediction, high dimensional data analysis, and network modeling and inference.
16 หนังสืออิเล็กทรอนิกส์โดย Bernhard Scholkopf
Henry Horng-Shing Lu & Bernhard Schölkopf: Handbook of Statistical Bioinformatics
Numerous fascinating breakthroughs in biotechnology have generated large volumes and diverse types of high throughput data that demand the development of efficient and appropriate tools in computatio …
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€213.99
Bernhard Schölkopf & Zhiyuan Luo: Empirical Inference
This book honours the outstanding contributions of Vladimir Vapnik, a rare example of a scientist for whom the following statements hold true simultaneously: his work led to the inception of a new fi …
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€53.49
Bernhard Scholkopf & Manfred K. Warmuth: Learning Theory and Kernel Machines
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€113.51
Gokhan BakIr & Thomas Hofmann: Predicting Structured Data
State-of-the-art algorithms and theory in a novel domain of machine learning, prediction when the output has structure.Machine learning develops intelligent computer systems that are able to generali …
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€115.54
Paul Newman & Nicholas Roy: Robotics
Papers from a flagship conference reflect the latest developments in the field, including work in such rapidly advancing areas as human-robot interaction and formal methods.Robotics: Science and Syst …
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€216.11
Heinrich H. Bulthoff & Cristobal Curio: Dynamic Faces
State-of-the-art research on the perception of dynamic faces, a topic of importance to brain, cognitive, and computational sciences.The recognition of faces is a fundamental visual function with impo …
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€107.88
Henry Horng-Shing Lu & Bernhard Schölkopf: Handbook of Statistical Bioinformatics
Now in its second edition, this handbook collects authoritative contributions on modern methods and tools in statistical bioinformatics with a focus on the interface between computational statistics …
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€213.99
Dominik Janzing & Jonas Peters: Elements of Causal Inference
A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning.The mathematization of causality is a relatively recent development, and has …
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€115.50