Experts ranked by Uptrend.

1 Jieping Ye (Assistant Professor, Department of Computer Science and Engineering Ira A. Fulton School of Engineering)
	Uptrend: 43.77; H-index: 16; Papers: 76; Citation: 1193   highest-cited paper: Two-Dimensional Linear Discriminant Analysis (2004) at NIPS(Cited By 149) Homepage: http://www.public.asu.edu/~jye02/
Expertise: Machine Learning;   Data mining;   Object Recognition / Two-View Motion Estimation;

2 Qiang Yang (Professor, Hong Kong University of Science and Technology)
	Uptrend: 26.25; H-index: 32; Papers: 207; Citation: 3792   highest-cited paper: Graph Embedding and Extensions: A General Framework for Dimensionality Reduction (2007) at IEEE Trans. Pattern Anal. Mach. Intell.(Cited By 311) Homepage: http://www.cs.ust.hk/~qyang/
Expertise: Learning Search Control Rules / Explanation-based Approach;   Data mining;   Case-Based Reasoning;   Data Mining / Query Processing;   Web Mining;   Machine Learning;

3 Shuiwang Ji
	Uptrend: 20.92; H-index: 6; Papers: 20; Citation: 86   highest-cited paper: Hypergraph spectral learning for multi-label classification (2008) at KDD(Cited By 13)
Expertise: Data mining;   Machine Learning;

4 Hang Li (Research Manager adjunct professor )
	Uptrend: 17.82; H-index: 27; Papers: 78; Citation: 2069   highest-cited paper: Generalizing Case Frames Using a Thesaurus and the MDL Principle (1998) at Computational Linguistics(Cited By 165) Homepage: research.microsoft.com/en-us/people/hangli/
Expertise: Natural Language System / Statistical Machine Translation;   Information Retrieval / Probabilistic Indexing;   Machine Learning;   Data mining;

5 John Langford (Doctor , Yahoo Research)
	Uptrend: 16.59; H-index: 24; Papers: 72; Citation: 2207   highest-cited paper: CAPTCHA: Using Hard AI Problems for Security (2003) at EUROCRYPT(Cited By 364) Homepage: http://hunch.net/~jl/
Expertise: Machine Learning;   Mechanism design / Learning Stochastic Finite Automata;

6 Vincent Conitzer (Assistant Professor, Computer Science and Economics at Duke University)
	Uptrend: 16.10; H-index: 30; Papers: 99; Citation: 2576   highest-cited paper: Complexity of Mechanism Design (2002) at UAI(Cited By 162) Homepage: http://www.cs.duke.edu/~conitzer/
Expertise: Mechanism design / Learning Stochastic Finite Automata;   Learning Search Control Rules / Explanation-based Approach;   Multi-Agent Systems / Agent organization;   Machine Learning;

7 Maria-Florina Balcan
	Uptrend: 15.09; H-index: 14; Papers: 29; Citation: 638   highest-cited paper: Agnostic active learning (2009) at J. Comput. Syst. Sci.(Cited By 74) Homepage: http://www.cs.cmu.edu/~ninamf/
Expertise: Machine Learning;   Communication Complexity / Lower Bounds;

8 Rong Jin (Assistant Professor, Department of Computer Science and Engineering Michigan State University)
	Uptrend: 14.37; H-index: 22; Papers: 106; Citation: 1508   highest-cited paper: A language modeling framework for resource selection and results merging (2002) at CIKM(Cited By 94) Homepage: http://www.cse.msu.edu/~rongjin/
Expertise: Machine Learning;   Information Retrieval / Probabilistic Indexing;   Data mining;   Learning Search Control Rules / Explanation-based Approach;   Large-scale video retrieval;

9 Nathan R. Sturtevant (Adjunct Assistant Professor)
	Uptrend: 14.07; H-index: 8; Papers: 30; Citation: 213   highest-cited paper: Partial Pathfinding Using Map Abstraction and Refinement (2005) at AAAI(Cited By 52) Homepage: http://www.cs.ualberta.ca/~nathanst/
Expertise: Game Design / Pervasive Gaming Applications;   Learning Search Control Rules / Explanation-based Approach;   Machine Learning;

10 Jun Zhu
	Uptrend: 13.19; H-index: 5; Papers: 12; Citation: 160   highest-cited paper: Simultaneous record detection and attribute labeling in web data extraction (2006) at KDD(Cited By 62) Homepage: http://www.stat.wisc.edu/~jzhu/
Expertise: Machine Learning;   Data mining;

11 Liang Sun (Research Assistant, National Center for Theoretical Sciences (Taipei Office), Mathematics Division)
	Uptrend: 12.79; H-index: 5; Papers: 9; Citation: 43   highest-cited paper: Hypergraph spectral learning for multi-label classification (2008) at KDD(Cited By 13) Homepage: http://www.csie.ntu.edu.tw/~b88047/
Expertise: Machine Learning;

12 Manu Sridharan (Professor, 517 Soda Hall Computer Sciences Department, UC Berkeley)
	Uptrend: 11.66; H-index: 8; Papers: 16; Citation: 606   highest-cited paper: Efficient and Precise Datarace Detection for Multithreaded Object-Oriented Programs (2002) at PLDI(Cited By 203) Homepage: http://www.eecs.berkeley.edu/~manu_s/
Expertise: Functional Programming / Binding-Time Analysis;   Model Checking / Hybrid Systems;   Machine Learning;   Software Engineering / Business Maintenance Model;

13 Thorsten Joachims (Associate Professor , Department of Computer Science Cornell University)
	Uptrend: 11.47; H-index: 27; Papers: 69; Citation: 5783   highest-cited paper: Optimizing search engines using clickthrough data (2002) at KDD(Cited By 1014) Homepage: http://www.cs.cornell.edu/People/tj/
Expertise: Machine Learning;   Information Retrieval / Probabilistic Indexing;   Wireless Networks / Algorithmic Complexity;

14 Chun-Nam John Yu
	Uptrend: 11.00; H-index: 6; Papers: 8; Citation: 113   highest-cited paper: Cutting-plane training of structural SVMs. (2009) at Machine Learning(Cited By 52)
Expertise: Data Compression / Arithmetic Coding;   Machine Learning;

15 Gui-Rong Xue
	Uptrend: 10.97; H-index: 14; Papers: 61; Citation: 931   highest-cited paper: Optimizing web search using social annotations (2007) at WWW(Cited By 172) Homepage:
Expertise: Web Mining;   Data Mining / Query Processing;   Machine Learning;

16 Steven C. H. Hoi (Assistant Professor, Division of Information Systems School of Computer Engineering)
	Uptrend: 10.85; H-index: 9; Papers: 37; Citation: 348   highest-cited paper: A Unified Log-Based Relevance Feedback Scheme for Image Retrieval (2006) at IEEE Trans. Knowl. Data Eng.(Cited By 49) Homepage: http://www3.ntu.edu.sg/home/chhoi/
Expertise: Object Recognition / Two-View Motion Estimation;   Information Retrieval / Probabilistic Indexing;   Machine Learning;   Data Mining / Query Processing;   Large-scale video retrieval;

17 Shenghuo Zhu (researcher, NEC Laboratories America Inc.)
	Uptrend: 10.36; H-index: 11; Papers: 49; Citation: 445   highest-cited paper: A Survey on Wavelet Applications in Data Mining (2002) at SIGKDD Explorations(Cited By 100) Homepage: http://www.cs.rochester.edu/~zsh/
Expertise: Data mining;   Information Retrieval / Probabilistic Indexing;   Machine Learning;

18 Dan Roth (Professor, Department of Computer Science Beckman Institute)
	Uptrend: 10.11; H-index: 40; Papers: 96; Citation: 4373   highest-cited paper: Learning to Detect Objects in Images via a Sparse, Part-Based Representation (2004) at IEEE Trans. Pattern Anal. Mach. Intell.(Cited By 327) Homepage: http://l2r.cs.uiuc.edu/
Expertise: Machine Learning;   Learning Search Control Rules / Explanation-based Approach;   Natural Language System / Statistical Machine Translation;   Object Recognition / Two-View Motion Estimation;

19 Jianhui Chen
	Uptrend: 9.93; H-index: 5; Papers: 14; Citation: 46   highest-cited paper: Nonlinear adaptive distance metric learning for clustering (2007) at KDD(Cited By 11)
Expertise: Data mining;   Machine Learning;   Intelligent Information Systems / Neural Network Learning;

20 Hongyuan Zha (Professor, Department of Computer Science and Engineering Pennsylvania State University )
	Uptrend: 9.77; H-index: 25; Papers: 91; Citation: 2357   highest-cited paper: A Min-max Cut Algorithm for Graph Partitioning and Data Clustering (2001) at ICDM(Cited By 285) Homepage: http://www.cse.psu.edu/~zha/
Expertise: Information Retrieval / Probabilistic Indexing;   Data mining;   Machine Learning;   Fuzzy interval data / Bayesian model choice;   Web Mining;   Gene Expression Analysis / Data Clustering;

21 Zoubin Ghahramani (Professor , Department of Engineering University of Cambridge )
	Uptrend: 9.40; H-index: 37; Papers: 97; Citation: 9649   highest-cited paper: An Introduction to Variational Methods for Graphical Models (1999) at Machine Learning(Cited By 1060) Homepage: http://www.gatsby.ucl.ac.uk/~zoubin/
Expertise: Machine Learning;   Expression data / Microarray experiment;   Object Recognition / Two-View Motion Estimation;

22 Ben Liblit (Assistant Professor, Computer Sciences Department )
	Uptrend: 8.95; H-index: 12; Papers: 29; Citation: 1149   highest-cited paper: Titanium: A High-performance Java Dialect (1998) at Concurrency - Practice and Experience(Cited By 315) Homepage: http://www.cs.wisc.edu/~liblit/
Expertise: Functional Programming / Binding-Time Analysis;   Real-Time Systems / Automated Software Test Data;   File System / Software Systems;   Machine Learning;

23 Joydeep Ghosh (Chair Professor, Dept. of Electrical & Computer Engineering Univ of Texas)
	Uptrend: 8.82; H-index: 28; Papers: 111; Citation: 4135   highest-cited paper: Cluster Ensembles --- A Knowledge Reuse Framework for Combining Multiple Partitions (2002) at Journal of Machine Learning Research(Cited By 771) Homepage: http://www.lans.ece.utexas.edu/~ghosh/
Expertise: Data mining;   Face recognition / Image analysis;   Parallel Algorithms / Wormhole Networks;   Machine Learning;   Neural Networks / BYY learning;

25 Masashi Sugiyama (Associate Professor, Department of Computer Science Graduate School of Information Science and Engineering Tokyo Institute of Technology)
	Uptrend: 8.70; H-index: 13; Papers: 56; Citation: 456   highest-cited paper: Subspace Information Criterion for Model Selection (2001) at Neural Computation(Cited By 73) Homepage: http://sugiyama-www.cs.titech.ac.jp/~sugi/
Expertise: Machine Learning;   Wideband Systems / Channel Estimation;   Neural Networks / BYY learning;   Data mining;

26 Alina Beygelzimer (research staff member, IBM T. J. Watson Research Center)
	Uptrend: 8.57; H-index: 10; Papers: 36; Citation: 444   highest-cited paper: Cover trees for nearest neighbor (2006) at ICML(Cited By 121) Homepage: http://hunch.net/~beygel/
Expertise: Machine Learning;   Data mining;   Wireless Networks / Algorithmic Complexity;

27 Anirban Dasgupta (Professor of Statistics, 150 N. University Street)
	Uptrend: 8.31; H-index: 12; Papers: 23; Citation: 1145   highest-cited paper: The Price of Stability for Network Design with Fair Cost Allocation (2008) at SIAM J. Comput.(Cited By 286) Homepage: http://www.stat.purdue.edu/~dasgupta/
Expertise: Communication Complexity / Lower Bounds;   Web Mining;   Machine Learning;

28 Ricard Gavalda (LARCA Research Group Departament de Llenguatges i Sistemes Inform??tics Universitat Polit??cnica de Catalunya)
	Uptrend: 8.26; H-index: 16; Papers: 58; Citation: 684   highest-cited paper: Adaptive Sampling Methods for Scaling Up Knowledge Discovery Algorithms (2002) at Data Min. Knowl. Discov.(Cited By 70) Homepage: http://www.lsi.upc.es/~gavalda/
Expertise: Communication Complexity / Lower Bounds;   Data mining;   Automata Theory / Slender Languages;   Machine Learning;

30 Xiaofei He (Research Scientist, Yahoo Research Labs)
	Uptrend: 8.17; H-index: 23; Papers: 59; Citation: 2524   highest-cited paper: Face Recognition Using Laplacianfaces (2005) at IEEE Trans. Pattern Anal. Mach. Intell.(Cited By 595) Homepage: http://people.cs.uchicago.edu/~xiaofei/
Expertise: Large-scale video retrieval;   Machine Learning;   Data mining;   Information Retrieval / Probabilistic Indexing;

31 Joachim M. Buhmann (Institute of Computational Science)
	Uptrend: 8.12; H-index: 30; Papers: 114; Citation: 4044   highest-cited paper: Distortion Invariant Object Recognition in the Dynamic Link Architecture (1993) at IEEE Trans. Computers(Cited By 1260) Homepage: http://www.ml.inf.ethz.ch/people/professors/jbuhmann/index
Expertise: Object Recognition / Two-View Motion Estimation;   Machine Learning;   Und von Wissen;   Wavelet image coding / Video compression;

32 Csaba Szepesvari (Senior Research Scientist, Computer and Automation Research Institute of the Hungarian Academy of Sciences)
	Uptrend: 8.05; H-index: 16; Papers: 54; Citation: 1246   highest-cited paper: Bandit Based Monte-Carlo Planning (2006) at ECML(Cited By 260) Homepage: http://www.sztaki.hu/~szcsaba/
Expertise: Machine Learning;   Learning Search Control Rules / Explanation-based Approach;   Neural Networks / BYY learning;

33 Kristian Kersting (post-doc , MIT )
	Uptrend: 7.99; H-index: 15; Papers: 49; Citation: 883   highest-cited paper: Probabilistic logic learning (2003) at SIGKDD Explorations(Cited By -1) Homepage: http://www.informatik.uni-freiburg.de/~kersting/
Expertise: Machine Learning;   Mobile Robot / Hybrid Control;

34 Sham Kakade (Assistant Professor , Computer and Information Science department University of Pennsylvania)
	Uptrend: 7.96; H-index: 19; Papers: 50; Citation: 1122   highest-cited paper: Opponent interactions between serotonin and dopamine (2002) at Neural Networks(Cited By 178) Homepage: http://ttic.uchicago.edu/~sham/
Expertise: Machine Learning;   Object Recognition / Two-View Motion Estimation;

35 Marc Toussaint
	Uptrend: 7.77; H-index: 13; Papers: 38; Citation: 522   highest-cited paper: Using Machine Learning to Focus Iterative Optimization (2006) at CGO(Cited By 118) Homepage: http://homepages.inf.ed.ac.uk/mtoussai/
Expertise: Machine Learning;   Genetic algorithm / Evolutionary Multi-objective Optimization;   Neural Networks / BYY learning;

36 Anitha Kannan (Department of Computer Science Probabilistic and Statistical Inference Group University of Toronto)
	Uptrend: 7.70; H-index: 6; Papers: 16; Citation: 210   highest-cited paper: Epitomic analysis of appearance and shape (2003) at ICCV(Cited By 111) Homepage: http://www.psi.toronto.edu/~anitha/
Expertise: Data Compression / Arithmetic Coding;   Machine Learning;   Object Recognition / Two-View Motion Estimation;   Data mining;

38 Lihong Li (Department of Computer Science, Rutgers University)
	Uptrend: 7.53; H-index: 10; Papers: 25; Citation: 262   highest-cited paper: PAC model-free reinforcement learning (2006) at ICML(Cited By 38) Homepage: http://www.research.rutgers.edu/~lihong/
Expertise: Machine Learning;   Image Registration / MR Images;   Learning Search Control Rules / Explanation-based Approach;

39 Ronan Collobert (research scientist, machine learning department of NEC Laboratories of America.)
	Uptrend: 7.38; H-index: 12; Papers: 19; Citation: 1197   highest-cited paper: SVMTorch: Support Vector Machines for Large-Scale Regression Problems (2001) at Journal of Machine Learning Research(Cited By 592) Homepage: http://ronan.collobert.com/
Expertise: Machine Learning;

40 Chun-Nan Hsu (Assistant Research Fellow, nstitute of Information Science, Academia Sinica Taiwan )
	Uptrend: 7.11; H-index: 13; Papers: 41; Citation: 1193   highest-cited paper: Retrieving and Integrating Data from Multiple Information Sources (1993) at Int. J. Cooperative Inf. Syst.(Cited By 505) Homepage: http://chunnan.iis.sinica.edu.tw/~chunnan/
Expertise: Data mining;   Machine Learning;   Data Mining / Query Processing;   Semantic Web / Ontology Alignment;   Control system / Neural Networks;

41 Maxim Likhachev (Research Scientist, Department of Computer and Information Science School of Engineering and Applied Science University of Pennsylvania)
	Uptrend: 7.03; H-index: 12; Papers: 35; Citation: 750   highest-cited paper: D*Lite (2002) at AAAI/IAAI(Cited By 116) Homepage: http://www.seas.upenn.edu/~maximl/
Expertise: Learning Search Control Rules / Explanation-based Approach;   Mobile Robot / Hybrid Control;   Machine Learning;

42 Robert D. Kleinberg (Assistant Professor , Computer Science Department Cornell University )
	Uptrend: 6.92; H-index: 17; Papers: 62; Citation: 860   highest-cited paper: Adaptive limited-supply online auctions (2004) at ACM Conference on Electronic Commerce(Cited By 77) Homepage: http://www.cs.cornell.edu/~rdk/
Expertise: Communication Complexity / Lower Bounds;   Mechanism design / Learning Stochastic Finite Automata;   Wireless Networks / Algorithmic Complexity;   Approximation Algorithms / Perfect Graphs;   Machine Learning;

43 Joelle Pineau (Assistant professor, School of Computer Science McGill University)
	Uptrend: 6.92; H-index: 12; Papers: 30; Citation: 1034   highest-cited paper: Point-based value iteration: An anytime algorithm for POMDPs (2003) at IJCAI(Cited By 311) Homepage: http://www.cs.mcgill.ca/~jpineau/
Expertise: Machine Learning;   Learning Search Control Rules / Explanation-based Approach;   Intelligent User Interfaces / National RoboCup Team;   Mobile Robot / Hybrid Control;

44 Sharad Goel
	Uptrend: 6.87; H-index: 3; Papers: 8; Citation: 27   highest-cited paper: Pricing combinatorial markets for tournaments (2008) at STOC(Cited By 11)
Expertise: Mechanism design / Learning Stochastic Finite Automata;   File System / Software Systems;   Web Mining;   Communication Complexity / Lower Bounds;   Machine Learning;

45 Jianke Zhu
	Uptrend: 6.82; H-index: 7; Papers: 20; Citation: 114   highest-cited paper: Batch mode active learning and its application to medical image classification (2006) at ICML(Cited By 42)
Expertise: Object Recognition / Two-View Motion Estimation;   Neural Networks;   Face recognition / Image analysis;   Machine Learning;

46 Jan Peters (Senior Research Scientist, Max-Planck-Institute for Biological Cybernetics Dept. Schölkopf Spemannstraße 38 72076 Tübingen)
	Uptrend: 6.70; H-index: 11; Papers: 45; Citation: 610   highest-cited paper: Natural Actor-Critic (2005) at ECML(Cited By 130) Homepage: http://www-clmc.usc.edu/~jrpeters/pmwiki.php/Main/HomePage
Expertise: Machine Learning;   Mobile Robot / Hybrid Control;

47 Matthew B. Blaschko
	Uptrend: 6.56; H-index: 5; Papers: 9; Citation: 140   highest-cited paper: Beyond sliding windows: Object localization by efficient subwindow search (2008) at CVPR(Cited By 75)
Expertise: Object Recognition / Two-View Motion Estimation;   Machine Learning;

48 Sundararajan Sriram
	Uptrend: 6.47; H-index: 8; Papers: 16; Citation: 191   highest-cited paper: A dual coordinate descent method for large-scale linear SVM (2008) at ICML(Cited By 64) Homepage: http://www.allbookstores.com/author/Sundararajan_Sriram.html
Expertise: Machine Learning;

49 Lise Getoor (Assistant Professor, mathematics department University of Washington)
	Uptrend: 6.39; H-index: 21; Papers: 76; Citation: 2350   highest-cited paper: Learning Probabilistic Relational Models (1999) at IJCAI(Cited By 494) Homepage: http://www.cs.umd.edu/~getoor/
Expertise: Data mining;   Machine Learning;   XML Data;   Learning Search Control Rules / Explanation-based Approach;

50 Aurelie C. Lozano
	Uptrend: 6.28; H-index: 3; Papers: 9; Citation: 26   highest-cited paper: Quantized Frame Expansions In A Wireless Environment (2002) at DCC(Cited By 9)
Expertise: Data mining;   Data Compression / Arithmetic Coding;   Machine Learning;