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Most Cited Computer Science Citations generated from documents in the CiteSeerx database as of November 5, 2009. 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.

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  1. 7271 M R Garey, D S Johnson. Computers and Intractability: A Guide to the Theory of NP-Completeness. 1979.
  2. 6121 Thomas H Cormen, Charles E Leiserson, Ronald L Rivest, Clifford Stein. Introduction to Algorithms. 2001.
  3. 5180 D E Goldberg. Genetic Algorithms. in Search, Optimization, and Machine Learning, 1989.
  4. 5044 V Vapnik. Statistical Learning Theory. 1998.
  5. 4923 T Cover, J Thomas. Elements of Information Theory. 1991.
  6. 4735 A Dempster, N Laird, D Rubin. Maximum Likelihood from incomplete data via the EM algorithm. Journal of the Royal Statistical Society. Series B, 1977.
  7. 4701 J Pearl. Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference. 1988.
  8. 3856 E Gamma, R Helm, R Johnson, J Vlissides. Design Patterns: Elements of Reusable Object-Oriented Software. 1995.
  9. 3356 J Ross Quinlan. C4.5: Programs for Machine Learning. 1993.
  10. 3316 C M Bishop. Neural Networks for Pattern Recognition. 1995.
  11. 3313 J Hennessy, D Patterson. Computer Architecture- A Quantitative Approach. 1996.
  12. 3170 C E Shannon. A mathematical theory of communication. Bell System Technical Journal, 1948.
  13. 3011 R O Duda, P E Hart. Pattern Classification and Scene Analysis. 1973.
  14. 2870 J Hopcroft, J Ullman. Introduction to automata theory, languages and computation. 1979.
  15. 2751 C A R Hoare. Communicating Sequential Processes. Communications of ACM, 1978.
  16. 2703 R Milner. Communication and Concurrency. 1989.
  17. 2573 Leo Breiman, Jerome H Friedman, Richard A Olshen, Charles J Stone. Classification and Regression Trees. 1984.
  18. 2526 J R Quinlan. Induction of decision trees. Machine Learning, 1986.
  19. 2439 S Geman, D Geman. Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images. IEEE Trans. PAMI, 1984.
  20. 2394 Ion Stoica, Robert Morris, David Karger, M Frans Kaashoek, Hari Balakrishnan. Chord: A scalable peer-to-peer lookup service for Internet applications. In Proc. ACM SIGCOMM 2001, 2001.
  21. 2372 L R Rabiner. A tutorial on hidden Markov Models and selected applications in speech recognition. Proceedings of the IEEE, Vol 77, 1989.
  22. 2348 R E Bryant. Graph-based algorithms for boolean function manipulations. IEEE Transactions on Computers, 1986.
  23. 2331 S Kirkpatrick, C Gelatt, M Vecchi. Optimization by Simulated Annealing. Science, 1983.
  24. 2329 G Salton. Introduction to modern information retrieval. 1983.
  25. 2274 T Kohonen. Self-Organizing Maps. 1995.
  26. 2271 C L Liu, J W Layland. Scheduling Algorithms for Multiprogramming in a Hard Real-Time Environment. Journal of the Association for Computing Machinery, 1973.
  27. 2229 R Brooks. A robust layered control system for a mobile robot. IEEE Journal of Robotics and Automation, 1986.
  28. 2227 C L Blake, C J Merz. UCI repository of machine learning databases. 0.
  29. 2210 Stuart Russell, Peter Norvig. Artificial Intelligence, A Modern Approach, Second Edition. Series in Artificial Intelligence, 0.
  30. 2182 Simon Haykin. Neural Networks – a comprehensive foundation”, 2 nd edition. 1999.
  31. 2102 Roger Horn, Charles R Johnson. Topics in Matrix Analysis. 1991.
  32. 2091 R L Rivest, A Shamir, L M Adleman. A method for obtaining digital signatures and public-key cryptosystems. IBM Zu"rich Research Lab, 1997.
  33. 2067 M Kass, A Witkin, D Terzopoulos. Snakes: Active contour models. Int J Comp Vis, 1988.
  34. 2044 D Hinton Rumelhart, G, R Williams. Learning internal representations by error propagation. 1986.
  35. 2010 A V Aho, J E Hopcroft, J D Ullman. The Design and Analysis of Computer Algorithms. 1974.
  36. 1950 Sylvia Ratnasamy, Paul Francis, Mark Handley, Richard M Karp. A scalable Content-Addressable Network. In Proc. ACM SIGCOMM 2001, 2001.
  37. 1942 J H Holland. Adaptation in natural and artificial systems. University of Michigan Press, Ann Arbor, 1975.
  38. 1933 R S Sutton, A G Barto. Reinforcement Learning: An introduction. 1998.
  39. 1921 J R Koza. Genetic Programming I : On the Programming of Computers by Means of Natural Selection. 1992.
  40. 1876 W Diffie, M Hellman. New directions in cryptogra-phy. IEEE Trans. Info. Theory, 1976.
  41. 1839 S Brin, L Page. The anatomy of a large-scale hypertextual Web search engine. In Proc. of WWW ’98, 1998.
  42. 1827 J F Canny. A Computational Approach to Edge Detection. IEEE Trans. Pattern Analysis and Machine Intelligence, 1986.
  43. 1825 V Jacobson. Congestion avoidance and control. ACM Computer Communication Review, 1988.
  44. 1813 M Turk, A Pentland. Eigenfaces for recognition. Journal of Cognitive Neuroscience, 1991.
  45. 1804 L Lamport. Time, Clocks, and the Ordering of Events in Distributed Systems. Communications of the ACM, 1978.
  46. 1771 K Fukunaga. Introduction to Statistical Pattern Recognition. 1990.
  47. 1752 D Harel. Statecharts: a visual formalism for complex systems. Science of Computer Programming, 1987.
  48. 1738 S Floyd, V Jacobson. Random Early Detections Gateways for Congestion Avoidance. IEEE/ACM Transactions on Networking, 1993.
  49. 1735 R Agrawal, R Srikant. Fast Algorithms for Mining Association Rules. In: Proceedings of the 20th International Conference on Very Large Databases, 1994.
  50. 1731 J F Allen. Maintaining Knowledge About Temporal Intervals. Commun. of the ACM, 1983.
  51. 1709 A Guttman. R-trees: a dynamic index structure for spatialsearching. In Proc. ACM SIGMOD, 1984.
  52. 1696 L A Zadeh. Fuzzy sets. Inform. Control, 1965.
  53. 1669 J Kleinberg. Authoritative sources in a hyperlinked environment. Journal of the ACM, 1999.
  54. 1640 A J Menezes, P C van Oorschot, S A Vanstone. Handbook of Applied Cryptography. 1996.
  55. 1636 S Deerwester, S Dumais, G Furnas, T Landauer, R Harshman. Indexing by latent semantic analysis. Journal of the American Society of Information Science, 1990.
  56. 1626 J W Lloyd. Foundations of Logic Programming. Series: Symbolic Computation--Artificial Intelligence, 1987.
  57. 1610 C H Papadimitriou. Computational Complexity. 1994.
  58. 1599 G Booch, I Jacobson, J Rumbaugh. Uni Modeling Language User Guide. 1997.
  59. 1588 S Mallat. A theory for multiresolution signal decomposition: The wavelet representation. IEEE Trans. Pattern Anal. Mach. Intell, 1989.
  60. 1583 J C Latombe. Robot Motion Planning. 1991.
  61. 1578 E M Clarke, O Grumberg, D Peled. Model Checking. 2000.
  62. 1565 L Breiman. Bagging predictors. Machine Learning, 1996.
  63. 1543 R T ROCKAFELLAR. Convex Analysis. 1970.
  64. 1543 J Rumbaugh, M Blaha, W Premerlani, F Eddy, W Lorenson. Object-Oriented Modeling and Design. 1991.
  65. 1521 R Agrawal, T Imielinski, A Swami. Mining association rules between sets of items in large databases. In Proceedings of the ACM SIGMOD Conference on Management of Data, 1993.
  66. 1516 D E Knuth. The Art of Computer Programming. 1968.
  67. 1505 D Johnson, D Maltz. Dynamic Source Routing in Ad Hoc Wireless Networks. Mobile Computing, Kluwer, 1996.
  68. 1504 T Gruber. A Translation Approach to Portable Ontology Specifications.” Knowledge Acquisitions 5. ISO 10303-22, “Industrial automation systems and integration – Product data representation and exchange – Part 21: Standard data access interface”, 1998 ISO 10303-23 , Industrial automation systems and integration – Product, 1993.
  69. 1487 R E Bellman. Dynamic programming. 1957.
  70. 1481 F P Preparata, M I Shamos. Computational Geometry: An Introduction. 1988.
  71. 1478 A K Jain, R C Dubes. Algorithms for Clustering Data. 1988.
  72. 1454 W E Lorensen, H E Cline. Marching cubes: A high resolution 3D surface construction algorithm. In Computer Graphics (SIGGRAPH ’87 Proceedings, 1987.
  73. 1446 J Gosling, B Joy, G Steele. The Java Language Specification. 1996.
  74. 1440 R Baeza-Yates, B Ribeiro-Neto. Modern Information Retrieval. 1999.
  75. 1435 R I Hartley, Zisserman. A.: Multiple View Geometry in Computer Vision, 2nd edn. 2004.
  76. 1429 Z Michalewicz. Genetic Algorithms + Data Structures = Evolution Programs. 1996.
  77. 1416 R Milner, M Tofte, R Harper. The Definition of Standard ML. PCWEEK Online, see, 1990.
  78. 1416 H Schulzrinne, S Casner, R Frederick, V Jacobson. RTP: a transport protocol for real-time applications. 1998.
  79. 1408 W Leland, M Taqqu, W Willinger, D Wilson. On the self-similar nature of Ethernet traffic (extended version. IEEE/ACM Transactions on Networking, 1994.
  80. 1405 J Hertz, A Krogh, R Palmer. Introduction to the Theory of Neural Computation. 1991.
  81. 1405 A Parekh, R Gallager. A Generalized Processor Sharing Approach to Flow Control – the Single Node Case. IEEE/ACM Transactions on Networking, 1993.
  82. 1403 P Billingsley. Convergence of Probability measures. 1968.
  83. 1392 I H Witten, E Frank. Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations. 1999.
  84. 1385 R E Fikes, N J Nilsson. STRIPS: A new approach to the application of Theorem Proving to Problem Solving. Artificial Intelligence, 1971.
  85. 1364 Glenn Shafer. A Mathematical Theory of Evidence. 1976.
  86. 1363 R Alur, D Dill. A theory of timed automata. 1994.
  87. 1361 S Altschul, W Gish, W Miller, E Myers, Lipman. D: Basic local alignment search tool. J Mol Biol, 1990.
  88. 1359 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 Research, 1997.
  89. 1356 D Burger, T Austin. The SimpleScalar Tool Set, Version 2.0. 1997.
  90. 1331 I Foster, C Kesselman. S.Tuecke, ‘‘The anatomy of the grid: Enabling scalable virtual organizations. Int. J. High Perform. Compu. Appl, 2001.
  91. 1328 L G Valiant. A theory of the learnable. Vap82] [Vap92] V. N. Vapnik. Estimation of Dependences Based on Empirical Data, 1984.
  92. 1325 D Bertsekas, R Gallagher. Data Networks. 1991.
  93. 1322 F J MacWilliams, N J A Sloane. The Theory of Error-Correcting Codes. North-Holland Mathematical Library, 1977.
  94. 1322 P Bernstein, V Hadzilacos, H Goodman. Concurrency Control and Recovery in Database Systems. 1987.
  95. 1314 P Cousot, R Cousot. Abstract interpretation: A unified lattice model for static analysis of programs by construction or approximation of fixpoints. In Conference Record of the Fourth Annual ACM Symposium on Principles of Programming Languages, 1977.
  96. 1309 Z Manna, A Pnueli. The Temporal Logic of Reactive and Concurrent Systems: Specification. 1991.
  97. 1309 R Motwani, P Raghavan. Randomized algorithms. 1995.
  98. 1307 C Perkins, E M Royer. Ad-hoc on-demand distance vector routing. In Proceedings of the 2nd IEEE Workshop on Mobile Computing Systems and Applications, 1999.
  99. 1303 C Fellbaum. WordNet: An Electronic Lexical Database. 1998.
  100. 1295 B Stroustrup. The C+ + Programming Language. 1986.
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