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CiteSeerX — Statistics - Most Cited Articles in Computer Science

Most Cited Computer Science Articles

This list is generated from documents in the CiteSeerx database as of March 19, 2015. 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 | 2012 | 2013 | 2014 | 2015
  1. V Vapnik. Statistical Learning Theory. 1998 9898
  2. T H Cormen, C E Leiserson, R L Rivest, C Stein. Introduction to Algorithms. 1990 9039
  3. A P Dempster, N M Laird, D B Rubin. Maximum likelihood from incomplete data via the EM algorithm. 1977 8999
  4. D Lowe. Distinctive image features from scaleinvariant keypoints. In: International Journal of Computer Vision, 2004 5621
  5. S F Altschul, T L Madden, A A Schaffer, J Zhang, Z Zhang, W Miller, D J Lipman. Gapped BLAST and PSI-BLAST: a new generation of protein database search programs. Nucleic Acids Res. 1997 5384
  6. L R Rabiner. A tutorial on hidden Markov models and selected applications in speech recognition. Proceedings of the IEEE, 1989 4585
  7. R Sutton, A Barto. Reinforcement Learning, an introduction. 1998 4148
  8. S Kirkpatrick, C D Gelatt, M P Vecchi. Optimization by simulated annealing. Science, 1983 3918
  9. I Stoica. A scalable peer-to-peer lookup service for internet applications. 2001 3835
  10. C-C Chang, C-J Lin. Libsvm: a library for support vector machines. 0 3829
  11. D Kahneman, A Tversky. Prospect theory: An analysis of decision under risk. Econometrica, 1979 3795
  12. R T Rockafellar, R J-B Wets. Variational Analysis. 1997 3743
  13. J R Quinlan. Induction of decision trees. Machine Learning, 1986 3634
  14. C A R Hoare. Communicating Sequential Processes. 1985 3632
  15. S Brin, L Page. The Anatomy of a Large-Scale Hypertextual Web Search Engine. in Proc. of 7th International WWW Conference, 1998 3623
  16. J Maldacena. The large N limit of superconformal field theories and supergravity. 1998 3581
  17. J Canny. A computational approach to edge detection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1986 3426
  18. Bradley Efron, Robert J Tibshirani. An Introduction to the Bootstrap. 1993 3324
  19. M Kass, A Witkin, D Terzopoulos. Snakes: active contour models. International Journal of Computer Vision, 1988 3267
  20. C L Liu, J W Layland. Scheduling Algorithms for Multiprogramming in a Hard Real-Time Environment. Journal of the ACM, 1973 3213
  21. R Rivest, A Shamir, L Adleman. A Method for Obtaining Digital Signatures and Public-Key Cryptosystems. Communications of the ACM, 1978 3175
  22. R Bryant. Graph-based algorithms for boolean function manipulation. IEEE Transactions on Computers, 1986 3147
  23. M Turk, A Penland. Eigenfaces for recognition. Journal of Cognitive Neuroscience, 1991 3017
  24. S Deerwester, S T Landauer T K Dumais, G W Furnas, R A Harshman. Indexing by latent semantic analysis. Journal of the Society for Information Science, 1990 3011
  25. Jon M Kleinberg. Authoritative sources in a hyperlinked environment. In Proceedings of the Ninth Annual ACM-SIAM Symposium on Discrete Algorithms (SODA, 1998 2990
  26. W Diffie, M E Hellman. New Directions in Cryptography. IEEE Transactions on Information Theory, 1976 2951
  27. S Ratnasamy, P Francis, M Handley, R Karp, S Shenker. A Scalable Content-Addressable Network. In Proceedings of the ACM SIGCOMM '01 Conference, 2001 2946
  28. Rakesh Agrawal, Ramakrishnan Srikant. Fast algorithms for mining association rules. In Proceedings of the 20th International Conference on Very Large Databases (VLDB, 1994 2889
  29. J Shi, J Malik. Normalized cuts and image segmentation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2000 2769
  30. L Breiman. Bagging predictors. Machine Learning, 1996 2751
  31. A J Menezes, P C van Oorschot, S A Vanstone. Handbook of Applied Cryptography. 1996 2707
  32. E M Clarke, D E Long, K L McMillan. Compositional model checking. In LICS, 1989 2663
  33. S G Mallat. A Theory for Multiresolution Signal Decomposition: The Wavelet Representation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1989 2658
  34. R Baeza-Yates, B Ribeiro-Neto. Modern Information Retrieval. 1999 2652
  35. D L Swofford. PAUP: phylogenetic analysis using parsimony. Version 4.0b8. Sinauer Associates. 2001 2637
  36. R Agrawal, T Imielinski, A Swami. Mining Association Rules between Sets of Items in Large Databases. In Proceedings of the ACM SIGMOD International Conference on Management of Data, 1993 2635
  37. D M Blei, A Y Ng, M I Jordan. Latent dirichlet allocation. Journal of Machine Learning Research, 2003 2630
  38. Thomas R Gruber. A translation approach to portable ontology specifications. Knowledge Acquisition, 1993 2610
  39. D B Johnson, D A Maltz. Dynamic source routing in ad hoc wireless networks. in Mobile Computing, Imielinski and Korth, Eds, 1996 2544
  40. J Lafferty, A McCallum, F Pereira. Conditional random fields: Probabilistic models for segmenting and labeling sequence data. In ICML-2001, 2001 2499
  41. J F Allen. Maintaining knowledge about temporal intervals. Communications of ACM, 1983 2486
  42. C J C Burges. A tutorial on support vector machines for pattern recognition. Data Mining and Knowledge Discovery, 1998 2486
  43. Y Freund, Schapire RE. A decision-theoretic generalization of on-line learning and an application to boosting. J Comput Syst Sci, 1997 2485
  44. C E Perkins, E M Royer. Ad-hoc ondemand distance vector routing. In Proc. of the Mobile Computing Systems and Applications, 1999 2480
  45. L Lamport. Time, clocks, and the ordering of events in a distributed system. Communications of the ACM, 1978 2461
  46. R Albert, Barabási AL. Emerging of Scaling in Random Networks. Science, 1999 2426
  47. Christos H Papadimitriou. Computational Complexity. 1994 2426
  48. V Jacobson. Congestion avoidance and control. ACM Computer Communication Review; Proceedings of the Sigcomm ’88 Symposium, 1988 2419
  49. P Gupta, P R Kumar. The capacity of wireless networks. IEEE Trans. on Information Theory, 2000 2418
  50. Lawrence Page, Sergey Brin, Rajeev Motwani, Terry Winograd. The PageRank citation ranking: Bringing order to the Web. 1998 2389
  51. C Cortes, V Vapnik. Support vector networks. Machine Learning 20, 1995 2375
  52. A Guttman. R-Trees: A dynamic index structure for spatial searching. In Proceedings of the 1984 ACM-SIGMOD Conference, 1984 2374
  53. S Floyd, V Jacobson. Random Early Detection Gateways for Congestion avoidance. IEEE/ACM Trans. Network, Vol, 1993 2360
  54. R Axelrod. The evolution of cooperation. 1984 2353
  55. D Harel. STATECHARTS: A Visual Formalism for Complex Systems. Science of Computer Programming, 1987 2322
  56. I Foster, C Kesselman, S Tuecke. The Anatomy of the Grid: Enabling Scalable Virtual Organizations. International Journal of Supercomputer Applications, 2001 2281
  57. P Viola, M Jones. Rapid object detection using a boosted cascade of simple features. in Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR ’01, 2001 2247
  58. W E Lorensen, H E Cline. Marching Cubes: A high resolution 3D surface construction algorithm. Computer Graphics (SIGGRAPH ’87 Proceedings, 1987 2243
  59. B Schölkopf, A J Smola. Learning with kernels. 2002 2234
  60. Mitchell P Marcus, Beatrice Santorini, Mary Ann Marcinkiewicz. Building a Large Annotated Corpus of English: The Penn Treebank. Computational Linguistics, 1993 2228
  61. R Barro, X Sala-i-Martin. Economic Growth. 1995 2209
  62. A Connes. Noncommutative Geometry. 1994 2196
  63. R Alur, D L Dill. A Theory of Timed Automata. Theoretical Computer Science, 1994 2161
  64. R M Baron, D A Kenny. The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 1986 2158
  65. B D Lucas, T Kanade. An Iterative Image Registration Technique with an Application to Stereo Vision. Proceedings of Image Understanding Workshop, 1981 2148
  66. J Han, M Kamber. Data Mining: Concepts and techniques. 2001 2129
  67. H Schulzrinne, S Casner, R Frederick, V Jacobson. RTP: A Transport Protocol for Real-Time Applications. Internet RFC 1889, Internet Engineering Task Force (IETF, 1996 2073
  68. R TIBSHIRANI. Regression shrinkage and selection via the lasso. J. R. Statist. Soc. B, 1996 2064
  69. J MacQueen. Some methods for classification and analysis of multivariate observations. In Proceedings of the 5th Berkeley Symposium on Mathematical Statistics and Probability, LM LE Cam & J Neyman (eds.), Univeristy of California, 1967 2063
  70. İ E Telatar. Capacity of multi-antenna Gaussian channels. European Trans. Telecommun, 1999 2042
  71. P Erdös, A Rényi. On Random Graphs. I. Publ. Math. Debrecen, 1959 2031
  72. J Dean, S Ghemawat. MapReduce: Simplified data processing on large clusters. In: Proceedings of Operating Systems Design and Implementation. MapReduce for Machine Learning on Multicore, In: proceedings of Advances in Neural Information Processing Systems. NIPS 19, 306-313. Mahout project, [online]. http://lucene.apache.org/mahout, 2004 2020
  73. C Intanagonwiwat, R Govindan, D Estrin. Directed Diffusion: A Scalable and Robust Communication Paradigm for Sensor Networks. In Proceedings of the Sixth Annual ACM/IEEE International Conference on Mobile Computing and Networking (Mobicom 2000, 2000 1977
  74. W E Leland, M S Taqqu, W Willinger, D V Wilson. On the self-similar nature of Ethernet traffic (extended version. IEEE/ACM Transaction on Networking, 1994 1948
  75. A Shamir. How to share a secret. Communications of the ACM, 1979 1939
  76. J Kennedy, RC Eberhart. Particle swarm optimization. Proceedings of the 1995 IEEE International Conference on Neural Networks (Perth, Australia), IEEE Service Center, Piscataway, NJ, IV, 1995 1938
  77. Mark Granovetter. Economic action and social structure : the problem of embeddedness. American Journal of Sociology, Volume, 1985 1929
  78. R Motwani, P Raghavan. Randomized algorithms. 1995 1927
  79. B Bollobás. Random Graphs. 1985 1922
  80. Halbert White. A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity. Econometrica, 1980 1907
  81. Martin J Osborne, Ariel Rubinstein. A Course in Game Theory. 1994 1902
  82. N Dalal, B Triggs. Histograms of oriented gradients for human detection. International Conference on Computer Vision and Pattern Recognition, 2005 1893
  83. z Lakoff, G, M Johnson. Metaphors we live by. 1980 1885
  84. D Donoho. Compressive sensing. IEEE Trans. on Information Theory, 0 1884
  85. T Berners-Lee, J Hendler, O Lassila. The semantic web. Scientific American, 2001 1882
  86. B K P Horn, B G Schunck. Determining optical flow. Artificial Intelligence, 1981 1875
  87. T Joachims. Text Categorization with Support Vector Machines: Learning with Many Relevant Features. In Proceedings of the Tenth European Conference on Machine Learning, 1998 1872
  88. C Harris, M J Stephens. A combined corner and edge detector. Alvey Vision Conference, 1988 1860
  89. P Druschel, A Rowstron. Pastry: Scalable, Distributed Object Location and Routing for Large-Scale Peer-to-Peer Systems. In Proceedings of the 18th IFIP/ACM International Conference on Distributed Systems Platforms (Middleware 2001, 2001 1848
  90. P M Romer. Endogenous Technological Change. Journal of Political Economy, 1990 1815
  91. R Gallager A Parekh. A generalized processor sharing approach to flow control - the single node case. IEEE/ACM Trans. on Networking, 1993 1803
  92. S CHEN, D DONOHO, M SAUNDERS. Atomic decomposition by basis pursuit. SIAM J. Sci. Comp, 1998 1794
  93. M Li, P Vitanyi. An Introduction to Kolmogorov Complexity and Its Applications. 1993 1789
  94. J S Coleman. Social capital in the creation of human capital. American Journal of Sociology, 1988 1786
  95. Alan Prince, Paul Smolensky. Optimality Theory: Constraint interaction in generative grammar. 1993 1777
  96. B Karp, Kung HT. Gpsr: Greedy perimeter stateless routing for wireless networks. In Proceedings of MOBICOM, 0 1771
  97. Y Freund, R E Schapire. Experiments with a new boosting algorithm. In International Conference on Machine Learning, 1996 1764
  98. I Daubechies. Orthonormal bases of compactly supported wavelets[J. Communications on Pure and Applied Mathematics, 1988 1753
  99. G J Foschini, M J Gans. On limits of wireless communications in a fading environment when using mutiple antennas. Wireless Personal Communications, 1998 1751
  100. Leslie G Valiant. A theory of the learnable. Communications of the Association for Computing Machinery, 1984 1750
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