1
Ian H. Witten
(Professor, Department of Computer Science
University of Waikato
New Zealand)
|
|||||
|
|
|
||||
| Expertise: Digital library / Information Access; Interactive Computer Systems / Knowledge Acquisition; Data Compression / Arithmetic Coding; Database Systems / Programming Languages; Machine Learning; Programming Language / Multiprogramming System; | |||||
2
Robert E. Schapire
(Princeton University
Department of Computer Science )
|
|||||
|
|
||||
| Expertise: Machine Learning; Communication Complexity / Lower Bounds; Expression data / Microarray experiment; Information Retrieval / Probabilistic Indexing; | |||||
3
Jitendra Malik
(Professor, University of California at Berkeley)
|
|||||
|
|
|
||||
| Expertise: Object Recognition / Two-View Motion Estimation; Interactive Visualization / Computer graphics; Machine Learning; Learning Search Control Rules / Explanation-based Approach; | |||||
4
Sally Floyd
(staff scientist, AT&T-funded research institute at ICSI in Berkeley
California.)
|
|||||
|
|
||||
| Expertise: Wireless network / End-to-end Routing Behavior; Machine Learning; | |||||
5
Bernhard Scholkopf
(Director, MPI for Biological Cybernetics
)
|
|||||
|
|
|
||||
| Expertise: Machine Learning; Object Recognition / Two-View Motion Estimation; | |||||
6
Alex Pentland
(Toshiba Professor of Media Arts and Sciences, Wearable Computing research community)
|
|||||
|
|
|
||||
| Expertise: Object Recognition / Two-View Motion Estimation; Wearable Systems / Complex system; Face Recognition / Human Motion; Learning Search Control Rules / Explanation-based Approach; Machine Learning; Search Technology / News Brief; | |||||
7
Yoram Singer
( faculty member , School of Computer Science and Engineering of The Hebrew University)
|
|||||
|
|
||||
| Expertise: Machine Learning; Data Compression / Arithmetic Coding; Natural Language System / Statistical Machine Translation; | |||||
8
David Haussler
(Professor, Bioinformatics and computational biology )
|
|||||
|
|
|
||||
| Expertise: Data Compression / Arithmetic Coding; Machine Learning; Communication Complexity / Lower Bounds; Expression data / Microarray experiment; | |||||
9
Daphne Koller
(Professor,
Computer Science Department
Stanford University
)
|
|||||
|
|
|
||||
| Expertise: Bayesian Networks; Learning Search Control Rules / Explanation-based Approach; Machine Learning; Communication Complexity / Lower Bounds; Data Compression / Arithmetic Coding; Object Recognition / Two-View Motion Estimation; | |||||
10
Nir Friedman
(Associate professor, School of Computer Science and Engineering
Hebrew University)
|
|||||
|
|
||||
| Expertise: Bayesian Networks; Data Compression / Arithmetic Coding; Machine Learning; Learning Search Control Rules / Explanation-based Approach; Expression data / Microarray experiment; | |||||
11
Michael L. Littman
(Associate Professor , Rutgers University
Department of Computer Science )
|
|||||
|
|
|
||||
| Expertise: Machine Learning; Learning Search Control Rules / Explanation-based Approach; Bayesian Networks; Mechanism design / Learning Stochastic Finite Automata; Wireless Networks / Algorithmic Complexity; Multi-Agent Systems / Agent organization; | |||||
12
Ron Kohavi
(General Manager , Experimentation Platform
Windows Live
Microsoft)
|
|||||
|
|
|
||||
| Expertise: Data mining; Machine Learning; | |||||
13
Shumeet Baluja
(senior staff research scientist)
|
|||||
|
|
||||
| Expertise: Machine Learning; Web Mining; Learning Search Control Rules / Explanation-based Approach; User Interface Design / Collaborative interaction; | |||||
14
Pedro Domingos
(Dept. of Computer Science & Engineering
University of Washington )
|
|||||
|
|
|
||||
| Expertise: Machine Learning; Data mining; Learning Search Control Rules / Explanation-based Approach; Semantic Web / Ontology Alignment; | |||||
15
Tomaso Poggio
(computational neuroscientist )
|
|||||
|
|
|
||||
| Expertise: Object Recognition / Two-View Motion Estimation; Face Recognition / Human Motion; Machine Learning; | |||||
16
Anders Krogh
(Professor, Bioinformatics Centre
University of Copenhagen)
|
|||||
|
|
|
||||
| Expertise: Expression data / Microarray experiment; DNA sequence / ENZYME database; Machine Learning; | |||||
17
Andrew Mccallum
(Associate Professor, Department of Computer Science
University of Massachusetts Amherst)
|
|||||
|
|
|
||||
| Expertise: Machine Learning; Data mining; Learning Search Control Rules / Explanation-based Approach; Natural Language System / Statistical Machine Translation; Information Retrieval / Probabilistic Indexing; | |||||
18
Dieter Fox
( Associate Professor and Director, Department of Computer Science & Engineering
University of Washington )
|
|||||
|
|
|
||||
| Expertise: Mobile Robot / Hybrid Control; Learning Search Control Rules / Explanation-based Approach; Machine Learning; Adaptive Mobile Applications / Pervasive Computing Systems; | |||||
19
John D. Lafferty
(Professor
Co-Director, Computer Science Department
Machine Learning Department
Carnegie Mellon University)
|
|||||
|
|
|
||||
| Expertise: Machine Learning; Information Retrieval / Probabilistic Indexing; Natural Language System / Statistical Machine Translation; | |||||
20
Fernando C. N. Pereira
(Professor
Chair, Computer and Information Science
University of Pennsylvania)
|
|||||
|
|
|
||||
| Expertise: Natural Language System / Statistical Machine Translation; Machine Learning; Logic Programs; Learning Search Control Rules / Explanation-based Approach; | |||||
21
Joe Kilian
(Computer Science Department
Rutgers University
)
|
|||||
|
|
|
||||
| Expertise: Communication Complexity / Lower Bounds; Signature Schemes / Authenticated Key Exchange Secure; Machine Learning; | |||||
22
Leo Breiman
(Leo Breiman (Professor Emeritus) is is a member of the National Academy of Sciences. His current research interests are in computationally intensive multivariate analysis including the use of nonlinear methods for pattern recognition and prediction in high dimensional spaces. He is a co-author of Classification and Regression Trees and he has developed decision trees as computationally efficient alternatives to neural nets. This work has applications in speech and optical character recognition. He is the author of the textbooks Probability and Stochastic Processes with a View Toward Applications, Statistics with a View Toward Applications, and Probability, Some recent papers are available by FTP)
|
|||||
|
|
||||
| Expertise: Machine Learning; | |||||
23
Avrim Blum
(Professor of Computer Science, Department of Computer Science
Carnegie Mellon University)
|
|||||
|
|
|
||||
| Expertise: Communication Complexity / Lower Bounds; Machine Learning; Mechanism design / Learning Stochastic Finite Automata; Approximation Algorithms / Perfect Graphs; | |||||
24
Zoubin Ghahramani
(Professor , Department of Engineering
University of Cambridge
)
|
|||||
|
|
|
||||
| Expertise: Machine Learning; Expression data / Microarray experiment; Object Recognition / Two-View Motion Estimation; | |||||
25
Michael J. Kearns
(Professor , Professor of Computer and Information Science
University of Pennsylvania
)
|
|||||
|
|
|
||||
| Expertise: Machine Learning; Communication Complexity / Lower Bounds; Learning Search Control Rules / Explanation-based Approach; | |||||
26
Yiming Yang
(
Carnegie Mellon University
)
|
|||||
|
|
|
||||
| Expertise: Information Retrieval / Probabilistic Indexing; Machine Learning; Learning Search Control Rules / Explanation-based Approach; Natural Language System / Statistical Machine Translation; | |||||
27
Raymond J. Mooney
(Professor of Computer Sciences, Computer Sciences
University of Texas at Austin
)
|
|||||
|
|
|
||||
| Expertise: Learning Search Control Rules / Explanation-based Approach; Machine Learning; Natural Language System / Statistical Machine Translation; Data mining; | |||||
28
Tom M. Mitchell
(Professor , Machine Learning Department
School of Computer Science
Carnegie Mellon University)
|
|||||
|
|
|
||||
| Expertise: Learning Search Control Rules / Explanation-based Approach; Machine Learning; Data mining; Intelligent Systems / Artificial Intelligence; | |||||
29
Craig Boutilier
(Professor and Chair
, Department of Computer Science
University of Toronto
)
|
|||||
|
|
|
||||
| Expertise: Learning Search Control Rules / Explanation-based Approach; Bayesian Networks; Machine Learning; Multi-Agent Systems / Agent organization; | |||||
30
Yishay Mansour
(School of Computer Science
Tel Aviv University)
|
|||||
|
|
||||
| Expertise: Communication Complexity / Lower Bounds; Machine Learning; Dynamic Networks / Extended Abstract; Approximation Algorithms / Perfect Graphs; Mechanism design / Learning Stochastic Finite Automata; | |||||
31
Christopher G. Atkeson
(Professor, Robotics Institute and Human-Computer Interaction Institute
CMU)
|
|||||
|
|
|
||||
| Expertise: Machine Learning; Mobile Robot / Hybrid Control; User Interface Design / Collaborative interaction; | |||||
32
Isabelle Guyon
(ClopiNet )
|
|||||
|
|
|
||||
| Expertise: Machine Learning; Character Recognition; Face recognition / Image analysis; Neural Networks / BYY learning; | |||||
33
Tommi Jaakkola
(Associate Professor , Electrical Engineering and Computer Science
MIT Computer Science and Artificial Intelligence Laboratory
)
|
|||||
|
|
|
||||
| Expertise: Machine Learning; Data Compression / Arithmetic Coding; Expression data / Microarray experiment; Gene Expression Analysis / Data Clustering; | |||||
34
John Shawe-Taylor
(Director, Department of Computer Science
University College London
)
|
|||||
|
|
||||
| Expertise: Machine Learning; Random graph / Independence number; | |||||
35
Satinder P. Singh
(Associate Professor, Electrical Engineering and Computer Science
University of Michigan)
|
|||||
|
|
|
||||
| Expertise: Machine Learning; Learning Search Control Rules / Explanation-based Approach; Mechanism design / Learning Stochastic Finite Automata; | |||||
36
Klaus-Robert Muller |
|||||
|
|
|
||||
| Expertise: Machine Learning; Neural Networks / BYY learning; | |||||
37
Corinna Cortes
(Head, Google Research New York
Google Labs)
|
|||||
|
|
||||
| Expertise: Machine Learning; Data mining; | |||||
38
Soumen Chakrabarti
(Associate Professor
faculty member, Computer Science and Engineering
Indian Institute of Technology Bombay
Department of Computer Science)
|
|||||
|
|
|
||||
| Expertise: Web Mining; XML Data; Data mining; Machine Learning; Approximation Algorithms / Perfect Graphs; | |||||
39
Shun-ichi Amari
(Professor, Brain Science Institute
Mathematical Neuroscience Laboratory)
|
|||||
|
|
|
||||
| Expertise: Neural Networks / BYY learning; Machine Learning; Channel state information / Universal coding; Blind Separation; | |||||
40
Ivan Bratko
(professor of computer science , computer science at University of Ljubljana)
|
|||||
|
|
|
||||
| Expertise: Machine Learning; Default Logic / Description Logics; Learning Search Control Rules / Explanation-based Approach; Intelligent Systems / Artificial Intelligence; Knowledge-based data analysis / Medical Costs; | |||||
41
Thomas Hofmann
(Professor of Computer Science, Darmstadt University of Technology)
|
|||||
|
|
||||
| Expertise: Machine Learning; Information Retrieval / Probabilistic Indexing; Object Recognition / Two-View Motion Estimation; | |||||
42
Rich Caruana
(Assistant Professor, Computer Science)
|
|||||
|
|
|
||||
| Expertise: Machine Learning; Bayesian Networks; Learning Search Control Rules / Explanation-based Approach; Instruction Cache Organizations / Branch Prediction; | |||||
43
David M. Blei
(Computer Science Department)
|
|||||
|
|
||||
| Expertise: Machine Learning; | |||||
44
Nimrod Megiddo |
|||||
|
|
||||
| Expertise: Communication Complexity / Lower Bounds; Approximation Algorithms / Perfect Graphs; Combinatorial optimization problem / Linear Programming; Machine Learning; | |||||
45
Nello Cristianini
(Professor, Engineering Mathematics and Computer Science
University of Bristol )
|
|||||
|
|
||||
| Expertise: Machine Learning; Expression data / Microarray experiment; | |||||
46
Thorsten Joachims
(Associate Professor , Department of Computer Science
Cornell University)
|
|||||
|
|
|
||||
| Expertise: Machine Learning; Information Retrieval / Probabilistic Indexing; Wireless Networks / Algorithmic Complexity; | |||||
47
Eero P. Simoncelli
(Investigator, Howard Hughes Medical Institute
Neural Science, Mathematics and Psychology
New York University )
|
|||||
|
|
|
||||
| Expertise: Wavelet image coding / Video compression; Machine Learning; Object Recognition / Two-View Motion Estimation; Image analysis / Computer vision; | |||||
48
Eyal Kushilevitz
(Department of Computer Science
)
|
|||||
|
|
||||
| Expertise: Communication Complexity / Lower Bounds; Signature Schemes / Authenticated Key Exchange Secure; Machine Learning; | |||||
49
Jason Weston
(researcher , Max Planck Institute)
|
|||||
|
|
||||
| Expertise: Machine Learning; Expression data / Microarray experiment; Data Compression / Arithmetic Coding; | |||||
50
Nick Littlestone |
|||||
|
|
||||
| Expertise: Machine Learning; | |||||
Copyright (c) 2006-2009 KEG, Tsinghua. All Rights Reserved. | 京ICP备09068414号