Experts ranked by Total Citation Number

1 Jitendra Malik (Professor, University of California at Berkeley)

H-index: 62; Papers: 129; Citation: 36199

Homepage: http://www.cs.berkeley.edu/~malik/

Expertise: Object Recognition / Two-View Motion Estimation Learning Search Control Rules / Explanation-based Approach Interactive Visualization / Computer graphics Machine Learning

2 Robert E. Schapire (Princeton University Department of Computer Science)

H-index: 53; Papers: 128; Citation: 34918

Homepage: http://www.cs.princeton.edu/~schapire/

Expertise: Communication Complexity / Lower Bounds Information Retrieval / Probabilistic Indexing Machine Learning

3 M. I. Jordan (Professor, Department of EECS Department of Statistics University of California, Berkeley)

H-index: 58; Papers: 232; Citation: 30842

Homepage: http://www.cs.berkeley.edu/~jordan/

Expertise: Data Compression / Arithmetic Coding Machine Learning

4 Alex Pentland (Professor, Massachusetts Institute of Technology)

H-index: 65; Papers: 242; Citation: 26625

Homepage: http://web.media.mit.edu/~sandy/

Expertise: Search Technology / News Brief Face Recognition / Human Motion Object Recognition / Two-View Motion Estimation Wearable Systems / Complex system Learning Search Control Rules / Explanation-based Approach Machine Learning

5 R. Rivest (Professor, Department of Electrical Engineering and Computer Science MIT)

H-index: 50; Papers: 164; Citation: 25366

Homepage: http://people.csail.mit.edu/rivest/

Expertise: Communication Complexity / Lower Bounds Error function / Runge-Kutta integration Computer / Systems Signature Schemes / Authenticated Key Exchange Secure Machine Learning

6 S. Thrun (Professor of Computer Science, Computer Science Department Stanford University)

H-index: 72; Papers: 241; Citation: 24999

Homepage: http://robots.stanford.edu/papers/thrun.mapping-tr.html

Expertise: Learning Search Control Rules / Explanation-based Approach Mobile Robot / Hybrid Control Machine Learning

7 L. Valiant (Professor, Computer Science and Applied Mathematics, School of Engineering and Applied Sciences, Harvard University.)

H-index: 48; Papers: 110; Citation: 23688

Homepage: http://people.seas.harvard.edu/~valiant/

Expertise: Communication Complexity / Lower Bounds Machine Learning

8 P. Viola (Principal Scientist, Microsoft Live Labs )

H-index: 20; Papers: 35; Citation: 22778

Homepage: http://research.microsoft.com/en-us/um/people/viola/

Expertise: Object Recognition / Two-View Motion Estimation Machine Learning

9 Y. Freund (Department of Computer Science and Engineering University of California)

H-index: 30; Papers: 68; Citation: 20199

Homepage: http://www.cse.ucsd.edu/~yfreund/

Expertise: Expression data / Microarray experiment Machine Learning

10 Yoram Singer (Research Scientist, Google)

H-index: 47; Papers: 119; Citation: 20103

Homepage: http://www.cs.huji.ac.il/~singer/

Expertise: Natural Language System / Statistical Machine Translation Data Compression / Arithmetic Coding Machine Learning

11 J. R. Quinlan

H-index: 25; Papers: 41; Citation: 19461

Homepage: http://www.rulequest.com/Personal/

Expertise: Data Analysis / Computer Systems Learning Search Control Rules / Explanation-based Approach Machine Learning

12 Guillermo Sapiro (Department of Electrical and Computer Engineering University of Minnesota )

H-index: 50; Papers: 201; Citation: 18244

Homepage: http://www.ece.umn.edu/~guille/

Expertise: Image Registration / MR Images Wavelet image coding / Video compression Object Recognition / Two-View Motion Estimation Interactive Visualization / Computer graphics Machine Learning

13 Andrew Ng (Associate Professor, Computer Science Department Department of Electrical Engineering (by courtesy) Stanford University )

H-index: 46; Papers: 152; Citation: 17319

Homepage: http://ai.stanford.edu/~ang/

Expertise: Bayesian Networks Mobile Robot / Hybrid Control Machine Learning

14 V. N. Vapnik (Professor, Department of Computer Science, University of London)

H-index: 31; Papers: 55; Citation: 16715

Homepage: http://www.clrc.rhul.ac.uk/people/vlad/

Expertise: Neural Networks / BYY learning Machine Learning

15 Sally Floyd (staff scientist, AT&T-funded research institute at ICSI in Berkeley California.)

H-index: 17; Papers: 31; Citation: 16710

Homepage: http://www.icir.org/floyd/

Expertise: Wireless network / End-to-end Routing Behavior Machine Learning

16 S. Geman (Professor:, Applied Mathematics )

H-index: 9; Papers: 16; Citation: 15861

Homepage: http://www.dam.brown.edu/people/geman/index.shtml

Expertise: Channel state information / Universal coding Natural Language System / Statistical Machine Translation Object Recognition / Two-View Motion Estimation Machine Learning

17 Nir Friedman (Professor, School of Computer Science and Engineering Alexander Silberman Institute of Life Sciences The Hebrew University of Jerusalem)

H-index: 50; Papers: 109; Citation: 15733

Homepage: http://www.cs.huji.ac.il/~nir/

Expertise: Expression data / Microarray experiment Data Compression / Arithmetic Coding Learning Search Control Rules / Explanation-based Approach Bayesian Networks Machine Learning

18 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)

H-index: 11; Papers: 13; Citation: 15624

Homepage: http://www.stat.berkeley.edu/~breiman/

Expertise: Machine Learning

19 David Haussler (Professor, Bioinformatics and computational biology)

H-index: 53; Papers: 129; Citation: 15459

Homepage: http://www.cbse.ucsc.edu/people/haussler

Expertise: Communication Complexity / Lower Bounds Expression data / Microarray experiment Data Compression / Arithmetic Coding Machine Learning

20 W. Burgard (Professor, computer science University of Freiburg)

H-index: 52; Papers: 239; Citation: 15124

Homepage: http://www.informatik.uni-freiburg.de/~burgard/start.html

Expertise: Intelligent Systems / Artificial Intelligence Intelligent User Interfaces / National RoboCup Team Mobile Robot / Hybrid Control Machine Learning

21 Dieter Fox (Associate Professor and Director, Department of Computer Science & Engineering University of Washington)

H-index: 47; Papers: 104; Citation: 14677

Homepage: http://www.cs.washington.edu/homes/fox/

Expertise: Adaptive Mobile Applications / Pervasive Computing Systems Learning Search Control Rules / Explanation-based Approach Mobile Robot / Hybrid Control Machine Learning

22 Padhraic Smyth (Professor and Director, School of Information and Computer Sciences, Center for Machine Learning and Intelligent Systems, University of California, Irvine)

H-index: 35; Papers: 130; Citation: 14110

Homepage: http://www.ics.uci.edu/~smyth/

Expertise: Data mining Bayesian Networks Machine Learning

23 Daphne Koller (Professor, Computer Science Department Stanford University )

H-index: 59; Papers: 191; Citation: 13892

Homepage: http://ai.stanford.edu/~koller/bio.html

Expertise: Communication Complexity / Lower Bounds Data Compression / Arithmetic Coding Object Recognition / Two-View Motion Estimation Learning Search Control Rules / Explanation-based Approach Bayesian Networks Machine Learning

24 Andrew McCallum (Professor, Department of Computer Science University of Massachusetts Amherst)

H-index: 40; Papers: 120; Citation: 13529

Homepage: http://www.cs.umass.edu/~mccallum/

Expertise: Natural Language System / Statistical Machine Translation Information Retrieval / Probabilistic Indexing Data mining Learning Search Control Rules / Explanation-based Approach Bayesian Networks Machine Learning

25 Trevor Darrell (Professor, University of California, Berkeley, CA)

H-index: 44; Papers: 159; Citation: 13326

Homepage: http://www.eecs.berkeley.edu/~trevor/

Expertise: Face Recognition / Human Motion Object Recognition / Two-View Motion Estimation Machine Learning

26 Tomaso Poggio (Investigator and Professor, Department of Brain and Cognitive Sciences MIT)

H-index: 41; Papers: 108; Citation: 13317

Homepage: http://web.mit.edu/MCGOVERN/html/Principal_Investigators/poggio.shtml

Expertise: Face Recognition / Human Motion Object Recognition / Two-View Motion Estimation Face recognition / Image analysis Machine Learning

27 H. Mannila (Professor, Helsinki University of Technology)

H-index: 48; Papers: 191; Citation: 13121

Homepage: http://www.cs.helsinki.fi/u/mannila/

Expertise: Logic Programs Data mining XML Data Machine Learning

28 Pedro Domingos (Associate Professor, Dept. of Computer Science & Engineering University of Washington)

H-index: 47; Papers: 121; Citation: 13097

Homepage: http://www.cs.washington.edu/homes/pedrod/

Expertise: Semantic Web / Ontology Alignment Data mining Learning Search Control Rules / Explanation-based Approach Machine Learning

29 Michael L. Littman (Professor and Chair, Rutgers University Department of Computer Science)

H-index: 40; Papers: 147; Citation: 13064

Homepage: http://www.cs.rutgers.edu/~mlittman/

Expertise: Mechanism design / Learning Stochastic Finite Automata Wireless Networks / Algorithmic Complexity Multi-Agent Systems / Agent organization Learning Search Control Rules / Explanation-based Approach Bayesian Networks Machine Learning

30 Avrim Blum (Professor, Department of Computer Science Carnegie Mellon University)

H-index: 57; Papers: 159; Citation: 12680

Homepage: http://www.cs.cmu.edu/~avrim/

Expertise: Mechanism design / Learning Stochastic Finite Automata Communication Complexity / Lower Bounds Approximation Algorithms / Perfect Graphs Machine Learning

31 Alexander Smola (Principal Research Scientist and Professor, Yahoo! Research, Australian National University)

H-index: 30; Papers: 87; Citation: 12227

Homepage: http://alex.smola.org/

Expertise: Machine Learning

32 M. J. Pazzani (Professor, Computer Science, Rutgers, The State University of New Jersey)

H-index: 43; Papers: 107; Citation: 12213

Homepage: http://www.cs.rutgers.edu/~pazzani/

Expertise: Data mining Learning Search Control Rules / Explanation-based Approach Intelligent User Interfaces / National RoboCup Team Machine Learning

33 Zoubin Ghahramani (Professor, Department of Engineering University of Cambridge)

H-index: 33; Papers: 136; Citation: 12076

Homepage: http://learning.eng.cam.ac.uk/zoubin/

Expertise: Expression data / Microarray experiment Object Recognition / Two-View Motion Estimation Machine Learning

34 A. L. Yuille (professor, Department of Statistics, University of California, Los Angeles. )

H-index: 40; Papers: 156; Citation: 12005

Homepage: http://www.stat.ucla.edu/~yuille/

Expertise: Neural Networks / BYY learning Image Registration / MR Images Object Recognition / Two-View Motion Estimation Machine Learning

35 W. Freeman (Professor, Dept. of Electrical Engineering and Computer Science Massachusetts Institute of Technology)

H-index: 44; Papers: 98; Citation: 11907

Homepage: http://people.csail.mit.edu/billf/

Expertise: Object Recognition / Two-View Motion Estimation Interactive Visualization / Computer graphics Machine Learning

36 John D. Lafferty (Professor of Computer Science, Machine Learning, and Statistics, Computer Science Department, Machine Learning Department, Department of Statistics, Carnegie Mellon University)

H-index: 25; Papers: 77; Citation: 11840

Homepage: http://www.cs.cmu.edu/~lafferty/

Expertise: Natural Language System / Statistical Machine Translation Information Retrieval / Probabilistic Indexing Machine Learning

37 D. Heckerman (Manager, Machine Learning and Applied Statistics (MLAS) Group, Microsoft Research)

H-index: 32; Papers: 101; Citation: 11501

Homepage: http://research.microsoft.com/~heckerman/

Expertise: Data mining Learning Search Control Rules / Explanation-based Approach Bayesian Networks Machine Learning

38 Thorsten Joachims (Associate Professor, Department of Computer Science Cornell University)

H-index: 28; Papers: 86; Citation: 11477

Homepage: http://www.cs.cornell.edu/People/tj/

Expertise: Wireless Networks / Algorithmic Complexity Information Retrieval / Probabilistic Indexing Machine Learning

39 C. J. C. Burges (Principal Researcher manager, Web Learning Group Text Mining Search and Navigation Group Microsoft Research)

H-index: 13; Papers: 36; Citation: 11384

Homepage: http://research.microsoft.com/~cburges/

Expertise: Data Compression / Arithmetic Coding Machine Learning

40 L. Kaelbling (Professor, Department of Electrical Engineering and Computer Science Massachusetts Institute of Technology)

H-index: 29; Papers: 96; Citation: 11259

Homepage: http://people.csail.mit.edu/lpk/lpk.html

Expertise: Learning Search Control Rules / Explanation-based Approach Bayesian Networks Machine Learning

41 Dana Ballard (Professor, University of Texas at Austin Computer Science Brain & Cognitive Sciences)

H-index: 28; Papers: 77; Citation: 11227

Homepage: http://www.cs.rochester.edu/~dana/

Expertise: Neural Networks / BYY learning Learning Search Control Rules / Explanation-based Approach Machine Learning

42 Isabelle Guyon (ClopiNet)

H-index: 18; Papers: 38; Citation: 11188

Homepage: http://www.clopinet.com/isabelle/

Expertise: Neural Networks / BYY learning Character Recognition Face recognition / Image analysis Machine Learning

43 Christopher Manning (Associate Professor, Computer Science and Linguistics Natural Language Processing group Stanford University)

H-index: 31; Papers: 82; Citation: 10945

Homepage: http://nlp.stanford.edu/~manning/

Expertise: Natural Language System / Statistical Machine Translation Machine Learning

44 Ian H. Witten (Professor, Department of Computer Science University of Waikato New Zealand)

H-index: 41; Papers: 211; Citation: 10680

Homepage: http://www.cs.waikato.ac.nz/~ihw

Expertise: Data Compression / Arithmetic Coding Digital library / Information Access Programming Language / Multiprogramming System Interactive Computer Systems / Knowledge Acquisition Database Systems / Programming Languages Machine Learning

45 Fernando C. N. Pereira (Professor Chair, Computer and Information Science University of Pennsylvania)

H-index: 26; Papers: 74; Citation: 10400

Homepage: http://www.cis.upenn.edu/~pereira/

Expertise: Logic Programs Natural Language System / Statistical Machine Translation Learning Search Control Rules / Explanation-based Approach Machine Learning

46 Chih-Jen Lin (Professor, Department of Computer Science, National Taiwan University)

H-index: 23; Papers: 58; Citation: 10318

Homepage: http://www.csie.ntu.edu.tw/~cjlin/

Expertise: Neural Networks / BYY learning Delay Test / Analysis Replace Fault Simulation Machine Learning

47 Thomas Dietterich (Professor and Director of Intelligent Systems, School of Electrical Engineering and Computer Science)

H-index: 30; Papers: 138; Citation: 10044

Homepage: http://web.engr.oregonstate.edu/~tgd/

Expertise: Learning Search Control Rules / Explanation-based Approach Intelligent User Interfaces / National RoboCup Team Machine Learning

48 D. J. C. MacKay (Gatsby Senior Research Fellow Professor, Department of Physics Cavendish Laboratory, University of Cambridge.)

H-index: 18; Papers: 44; Citation: 9998

Homepage: http://www.inference.phy.cam.ac.uk/mackay/

Expertise: Expression data / Microarray experiment Logic Programs / Algebraic Semantics Binary code / Error detection Mobile Robot / Hybrid Control Machine Learning

49 Raymond J. Mooney (Professor, Computer Sciences University of Texas at Austin )

H-index: 48; Papers: 131; Citation: 9963

Homepage: http://www.cs.utexas.edu/~mooney/

Expertise: Natural Language System / Statistical Machine Translation Data mining Learning Search Control Rules / Explanation-based Approach Machine Learning

50 Joe Kilian (Computer Science Department Rutgers University )

H-index: 35; Papers: 90; Citation: 9868

Expertise: Communication Complexity / Lower Bounds Signature Schemes / Authenticated Key Exchange Secure Machine Learning

Experts ranked by Total Citation Number.