Most Cited Computer Science Citations

This list is generated from documents in the CiteSeerx database as of September 18, 2011. This list is automatically generated and may contain errors. The list is generated in batch mode and citation counts may differ from those currently in the CiteSeerx database, since the database is continuously updated.

All Years | 1990 | 1991 | 1992 | 1993 | 1994 | 1995 | 1996 | 1997 | 1998 | 1999 | 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011
  1. M R Garey, D S Johnson
    Computers and Intractability: A Guide to the Theory of NP-completeness 1979
    8103
  2. T H Cormen, C E Leiserson, R L Rivest
    Introduction to Algorithms 1990
    6748
  3. V Vapnik
    Statistical Learning Theory 1998
    5973
  4. D Goldberg
    Genetic Algorithm in Search, Optimization and Machine Learning, 1989
    5658
  5. T M Cover, J M Thomas
    Elements of Information Theory 1991
    5613
  6. A P Dempster, N M Laird, D B Rubin
    Maximum likelihood from incomplete data via the EM algorithm (with discussion. Journal of the Royal Statistical Society Series B, 1977
    5459
  7. Judea Pearl
    Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference 1988
    5222
  8. E Gamma, R Helm, R Johnson, J Vlissides
    Design patterns: Elements of reusable object-oriented software 1995
    4290
  9. J R Quinlan
    C4.5: Programs for Machine Learning 1992
    3744
  10. C E Shannon, W Weaver
    The Mathematical Theory of Communication 1949
    3721
  11. C M Bishop
    Neural Networks for Pattern Recognition 1995
    3616
  12. J Hennessy, D Patterson
    Computer Architecture: A Quantitative Approach 1996
    3484
  13. R O Duda, P E Hart
    Pattern Classification and Scene Analysis 1973
    3201
  14. J E Hopcroft, R Motwani, J D Ullman
    Introduction to Automata Theory, Languages, and Computation 2006
    3117
  15. C A R Hoare
    Communicating Sequential Processes. Comm. ACM, 1978
    2952
  16. L Breiman, J Friedman, R Olshen, C Stone
    Classification and Regression Trees 1984
    2832
  17. R Milner
    Communication and Concurrency 1989
    2826
  18. Ion Stoica, Robert Morris, David Karger, M Frans Kaashoek, Hari Balakrishnan
    Chord: A scalable peer-to-peer lookup service for internet applications. In Proc. of the ACM SIGCOMM 2001 Conference, 2001
    2784
  19. L Rabiner
    A Tutorial on Hidden Markov Models and Selected Applications in Speech Recognition. Proceedings of the IEEE, 1989
    2758
  20. S Geman, D Geman
    Stochastic relaxation, gibbs distribution, and the bayesian restoration of images IEEE Trans. on Patt. Anal. and Mach. Intell, 1984
    2733
  21. J R Quinlan
    Induction of decision trees. Machine Learning, 1986
    2718
  22. S Russell, P Norvig
    Artificial Intelligence: A Modern Approach 1995
    2602
  23. S Kirkpatrick, C D Gelatt Jr, M P Vecchi
    Optimization by Simulated Annealing. Science, 1983
    2594
  24. Roger A Horn, Charles R Johnson
    Matrix Analysis 2005
    2583
  25. G Salton, M J Mcgill
    Introduction to Modern Information retrieval 1983
    2552
  26. R E Bryant
    Graph-based algorithms for Boolean function manipulation. IEEE Transactions on Computers, 1986
    2499
  27. T Kohonen
    Self-organizing maps 1995
    2477
  28. S Haykin
    Neural networks: A comprehensive foundation 1994
    2472
  29. C L Liu, J W Layland
    Scheduling Algorithms for Multiprogramming in a Hard-Real-Time Environment. Journal of the ACM, 1973
    2401
  30. R Sutton, A Barto
    Reinforcement Learning: An Introduction. Adaptive Computation and Machine Learning, 1998
    2398
  31. C L Blake, C J Merz
    UCI repository of machine learning databases 0
    2393
  32. R A Brooks
    A robust layered control system for a mobile robot IEEE Journal of Robotics and Automation, 1986
    2334
  33. R Rivest, A Shamir, L Adleman
    A Method for Obtaining Digital Signatures and Public-Key Cryptosystems. Communications of the ACM, 1978
    2294
  34. M Kass, A Witkin, D Terzopoulos
    Snakes: active contour models. Int. J. Computer Vision, 1987
    2268
  35. J Koza
    Genetic Programming: On the Programming of Computers by Means of Natural Selection (Complex Adaptive Systems 1992
    2229
  36. S Brin, L Page
    The anatomy of a large-scale hypertextual web search engine. Computer Networks and ISDN Systems, 1998
    2224
  37. D G Lowe
    Distinctive image features from scale-invariant keypoints. International Journal of Computer Vision, 2004
    2217
  38. D E Rumelhart, G E Hinton, R J Williams
    Learning Internal Representations by Error Propagation Parallel Distributed Processing, 1986
    2205
  39. Sylvia Ratnasamy, Paul Francis, Mark Handley, Richard Karp, Scott Schenker
    A content-addressable network. In Proceedings of the 2001 conference on Applications, technologies, architectures, and protocols for computer communications (SIGCOMM 2001, 2001
    2201
  40. J H Holland
    Adaptation in natural and artificial systems 1975
    2127
  41. J F Canny
    A computational approach to edge detection IEEE Trans. Patt. Anal. Mach. Intell, 1986
    2095
  42. W Diffie, M E Hellman
    New directions in cryptography. IEEE Transactions on Information Theory, 1976
    2088
  43. A V Aho, J E Hopcroft, J D Ullman
    The Design and Analysis of Computer Algorithms 1974
    2086
  44. M Turk, A Pentland
    Eigenfaces for Recognition. Journal of Cognitive Neurosicence, 1991
    2049
  45. J M Kleinberg
    Authoritative sources in a hyperlinked environment. In Journal of the ACM, 1999
    1972
  46. L LAMPORT
    Time, clocks, and the ordering of events in a distributed system Comm. ACM, 1978
    1959
  47. K Fukunaga
    Introduction to Statistical Pattern Recognition, Second Edition 1990
    1954
  48. R Agrawal, R Srikant
    Fast algorithms for mining association rules. In Proc. 1994 Int. Conf. Very Large Data Bases, 1994
    1948
  49. L A Zadeh
    Fuzzy sets Information and Control, 1965
    1939
  50. V Jacobson
    Congestion Avoidance and Control Proceedings of ACM SIGCOMM '88, 1988
    1937
  51. S Deerwester, S T Dumais, G W Furnas, T K Landauer, R Harshman
    Indexing by Latent Semantic Analysis. Journal of the American Society for Information Science, 1990
    1925
  52. I H Witten, E Frank
    Data Mining: Practical machine learning tools and techniques, 2nd Edition 2005
    1913
  53. R I Hartley, A Zisserman
    Multiple View Geometry in Computer Vision 2000
    1881
  54. A Guttman
    R-Trees: A Dynamic Index Structure for Spatial Searching. Proc. ACM SIGMOD Conference, 0
    1864
  55. R T Rockafellar
    Convex Analysis 1970
    1863
  56. J Allen
    Maintaining Knowledge about Temporal Intervals Communication of the ACM, 1983
    1854
  57. David Harel
    Statecharts: A visual formalism for complex systems. Science of Computer Programming, 1987
    1853
  58. E M Clarke, O Grumberg, D A Peled
    Model Checking. 2000
    1841
  59. Alfred J Menezes, Scott A Vanstone, Paul C Van
    Oorschot. Handbook of Applied Cryptography. 1996
    1837
  60. S Floyd, V Jacobson
    Random early detection gateways for congestion avoidance. IEEE/ACM Transactions on Networking, 1993
    1823
  61. L Breiman
    Bagging predictors. Machine Learning, 1996
    1799
  62. Christos H Papadimitriou, John N Tsitsiklis
    The Complexity of. Markov Chain Decision Processes, Mathematics of Operations Research, 1987
    1782
  63. R Agrawal, T Imielinski, A Swami
    Mining association rules between sets of items in large databases. In Proceedings of the 1993 ACM SIGMOD International Conference on Management of Data (SIGMOD’93, 1993
    1759
  64. S Mallat
    A theory for multiresolution signal decomposition: The wavelet representation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1989
    1726
  65. R Baeza-Yates, B d A Ribeiro-Neto
    Modern Information Retrieval. 1999
    1724
  66. J C Latombe
    Robot Motion Planning 0
    1703
  67. R Bellman
    Dynamic Programming 1957
    1698
  68. T R Gruber
    A translation approach to portable ontology specifications. Knowl. Acquis, 1993
    1689
  69. Grady Booch, James Rumbaugh, Ivar Jacobson
    The unified modeling language user guide 1999
    1689
  70. P Billingsley
    Convergence of Probability Measures 1968
    1688
  71. J W Lloyd
    Foundations of Logic Programming The Journal of Logic Programming, 1987
    1681
  72. D Johnson, D Maltz
    Dynamic Source Routing in Ad Hoc Wireless Networks, Mobile Computing. 1996
    1668
  73. C Fellbaum, editor
    WordNet – An Electronic Lexical Database 1998
    1649
  74. D Knuth
    The Art of Computer Programming Fundamental Algorithms, 1968
    1647
  75. R C Dubes, A K Jain
    Algorithms for Clustering Data 1988
    1607
  76. W E Lorensen, H E Cline
    Marching Cubes: A High Resolution 3D Surface Construction Algorithm. Computer Graphics, 1987
    1581
  77. H Schulzrinne, S Casner, R Frederick, V Jacobson
    RTP: A Transport Protocol for Real-Time Applications. 1995
    1570
  78. S Boyd, L Vandenberghe
    Convex Optimization 2004
    1568
  79. J RUMBAUGH, M BLAHA, W PREMERLANI, F EDDY, W LORENSEN
    ObjectOriented Modelling and Design 1991
    1557
  80. S Altschul, W Gish, W Miller, E Myers, D Lipman
    A basic local alignment search tool In Journal of Molecular Biology, 1990
    1555
  81. F P Preparata, M Shamos
    Computational Geometry : An Introduction 1985
    1552
  82. Z Michalewicz
    Genetic Algorithms + Data Structures = Evolution Programs 1996
    1547
  83. S F Altschul, T L Madden, A A Schaffer, J H Zhang, Z Zhang, W Miller, D J Lipman
    Gapped BLAST and PSI-BLAST: a new generation of protein database search programs. Nucleic Acids Research 25. 1997
    1544
  84. I Foster, C Kesselman, S Tuecke
    The Anatomy of the Grid: Enabling Scalable Virtual Organizations. International Journal of High Performance Computing Applications, 0
    1537
  85. C Perkins, E Royer
    Ad-hoc on-demand distance vector routing. In the 2nd IEEE Workshop on Mobile Computing Systems and Applications, 1999
    1516
  86. R Alur, D L Dill
    A Theory of Timed Automata. Theoretical Computer Science, 1994
    1510
  87. J Shi, J Malik
    Normalized Cuts and Image Segmentation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2000
    1508
  88. James Gosling, Bill Joy, Guy L Steele
    The Java Language Specification 1996
    1494
  89. Chih-Chung Chang, Chih-Jen Lin
    LIBSVM: A library for support vector machines. 2004
    1491
  90. W E Leland, M S Taqqu, W Willinger, D V Wilson
    On the self-similar nature of Ethernet traffic (extended version. IEEE/ACM Trans. Networking, 1994
    1491
  91. G Shafer
    A Mathematical Theory of Evidence 1976
    1490
  92. P Cousot, R Cousot
    Abstract interpretation: a unified lattice model for static analysis of programs by construction or approximation of fixpoints In The Fourth Annual ACM SIGPLAN-SIGACT Symposium on POPL, 1977
    1476
  93. Y Freund, R Schapire
    A decisiontheoretic generalization of on-line learning and an application to boosting. Journal of Computer and System Sciences, 1997
    1474
  94. C J C Burges
    A tutorial on support vector machines for pattern recognition. In Data Mining and Knowledge Discovery, 1998
    1460
  95. R Fikes, N J Nilsson
    Strips: A new approach to the application of theorem proving to problem solving Art. Intel, 1971
    1459
  96. R Milner, M Tofte, R Harper
    The definition of Standard ML 1990
    1454
  97. J Hertz, A Krogh, R G Palmer
    Introduction to the theory of neural computation 1991
    1450
  98. B Efron, R J Tibshirani
    An introduction to the bootstrap 1993
    1449
  99. P Besl, H McKay
    A method for registration of 3-D shapes IEEE Transactions on Pattern Analysis and Machine Intelligence, 1992
    1447
  100. R Motwani, P Raghavan
    Randomized Algorithms 1995
    1447