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. B Schölkopf, A J Smola.
    Learning with kernels. 2002
    2234
  2. K Papineni, S Roukos, T Ward, W-J Zhu.
    BLEU: a method for automatic evaluation of machine translation. Proceedings of the 40th Annual Meeting of the Association for the Computational Linguistics (ACL, 2002
    1653
  3. D Comaniciu, P Meer.
    Mean Shift: A Robust Approach Toward Feature Space Analysis. IEEE Trans. Pattern Analysis and Machine Intelligence, 2002
    1616
  4. R Albert, A-L Barabási.
    Statistical mechanics of complex networks. Rev. Modern Phys, 2002
    1406
  5. S BELONGIE, J MALIK, J PUZICHA.
    Shape Matching and Object Recognition Using Shape Contexts. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2002
    1336
  6. I F Akyildiz, W Su, Y Sankarasubramaniam, E Cayiri.
    A Survey on Sensor Networks. 2002
    1329
  7. S Arulampalam, S Maskell, N Gordon, T Clapp.
    A Tutorial on Particle Filters for On-Line Non-Linear/Non-Gaussian Bayesian Tracking. IEEE Trans. Signal Processing, 2002
    1326
  8. I Akyildiz, W Su, Y Sankarasubramaniam, E Cayirci.
    Wireless Sensor Networks: A Survey. Computer Networks, 2002
    1306
  9. F Sebastiani.
    Machine learning in automated text categorization. ACM Computing Surveys, 2002
    1267
  10. I Foster, C Kesselman, J Nick, S.
    The Physiology of the Grid: An Open Grid Services Architecture for Distributed Systems Integration. Tuecke, Open Grid Service Infrastructure WG, Global Grid Forum, 2002
    1227
  11. J R Douceur.
    The Sybil Attack. In Proceedings of IPTPS, 2002
    1217
  12. A Ng, M Jordan, Y Weiss.
    On Spectral Clustering: Analysis and an Algorithm. In Advances in Neural Information Processing Systems, ed. T Dietterich, S Becker and Z Ghahramani, 2002
    1184
  13. A Mainwaring, D Culler, J Polastre, R Szewczyk, J Anderson.
    Wireless sensor networks for habitat monitoring. In: Proc. of the 1st ACM Int’l Workshop on Wireless Sensor Networks and Applications (WSNA 2002, 2002
    1172
  14. W Ye, J Heidemann, D Estrin.
    An energy-efficient mac protocol for wireless sensor networks. Proceedings of the 21st International Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM, 2002
    1148
  15. S Saroiu, P K Gummadi, S D Gribble.
    A Measurement Study of Peer-to-Peer File Sharing Systems. In Proceedings of the Multimedia Computing and Networking (MMCN, 2002
    1120
  16. K Deb, S Agrawal, A Pratab, T Meyarivan.
    A fast and elitist multiobjective genetic algorithm: NSGAII. IEEE Trans. Evolutionary Computation, 2002
    956
  17. A Stolcke.
    SRILM - an extensible language modeling toolkit. In Proc. of ICSLP-02, Vol.2, 2002
    859
  18. Maurizio Lenzerini.
    Data Integration: A Theoretical Perspective. In Proc. PODS, 2002
    788
  19. A Bateman, E Birney, L Cerruti, R Durbin, L Etwiller, S R Eddy, S Grifths-Jones, K L Howe, M Marshall, E L L Sonnhammer.
    The Pfam protein families database. Nucleic Acids Res, 2002
    772
  20. J C Reynolds.
    Separation logic: A logic for shared mutable data structures. In LICS’02: Proceedings of the 17th Annual IEEE Symposium on Logic in Computer Science, 2002
    762
  21. I Guyon, J Weston, S Barnhill, V Vapnik.
    Gene selection for cancer classification using support vector machines. Machine Learning, 2002
    745
  22. Bo Pang, Lillian Lee, Shivakumar Vaithyanathan.
    Thumbs up? sentiment classification using machine learning techniques. Proceedings of the Conference on Empirical Methods in Natural Language Processing, 2002
    699
  23. L Eschenauer, V D Gligor.
    A key-management scheme for distributed sensor networks. in Proc. of the 9th ACM Conference on Computer and Communications Security, 2002
    671
  24. T Sherwood, E Perelman, G Hamerly, B Calder.
    Automatically characterizing large scale program behavior. In Proceedings of the 10th International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS-X, 2002
    670
  25. N Spring, R Mahajan, D Wetherall.
    Measuring isp topologies with rocketfuel. In Proceedings of ACM SIGCOMM ’2002, 2002
    663
  26. G Tzanetakis.
    and P.Cook, “Musical Genre Classification of Audio Signals. In IEEE Trans.Acoust. Speech, Signal Processing , vol.10, ,N°5, 2002
    660
  27. C W Hsu, C J Lin.
    A comparison of methods for multiclass support vector machines. IEEE Transactions on Neural Networks, 2002
    648
  28. Suman Banerjee, Bobby Bhattacharjee, Christopher Kommareddy.
    Scalable application layer multicast. In SIGCOMM, 2002
    636
  29. P Maymounkov, D Mazieres.
    Kademlia: A peer-to-peer information system based on the xor metric. In Proceedings of IPTPS02, 2002
    629
  30. T Ojala, M Pietikäinen, T Mäenpää.
    Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. IEEE Trans. Pattern Analysis and Machine Intelligence, 2002
    627
  31. D Gildea, D Jurafsky.
    Automatic labeling of semantic roles. Computational Linguistics, 2002
    625
  32. E Elnozahy, L Alvisi, Y Wang, D Johnson.
    A Survey of Rollback Recovery Protocols in Message-Passing Systems. ACM Computing Surveys, 2002
    598
  33. S Wolfram.
    A New Kind of Science. 2002
    588
  34. J Elson, L Girod, D Estrin.
    Fine-Grained Network Time Synchronization using Reference Broadcasts. In Proc. of OSDI, 2002
    583
  35. M SAGIV, T REPS, R WILHELM.
    Parametric shape analysis via 3-valued logic. ACM Trans. Program. Lang. Syst, 2002
    578
  36. Q Lv, P Cao, E Cohen, K Li, S Shenker.
    Search and Replication in Unstructured Peer-to-Peer Networks. In Proceedings of the 16th International Conference on Supercomputing, 2002
    573
  37. P Juang, H Oki, Y Wang, M Martonosi, L Peh, D Rubenstein.
    Energy-efficient computing for wildlife tracking: Design tradeoffs and early experiences with zebranet. In Proc. Architectural Support for Programming Languages and Operating Systems, 2002
    571
  38. C Flanagan, K R M Leino, M Lillibridge, G Nelson, J B Saxe, R Stata.
    Extended static checking for Java. In PLDI ’02: Proceedings of the ACM SIGPLAN 2002 Conference on Programming language design and implementation, 2002
    560
  39. T Roughgarden, E Tardos.
    How bad is selfish routing. Journal of the ACM, 2002
    556
  40. M Castro, P Druschel, A-M Kermarrec, A Rowstron.
    SCRIBE: A Large-Scale and Decentralized Application-Level Multicast Infrastructure. IEEE J. Selected Areas in Comm, 2002
    552
  41. T S Eugene Ng, Hui Zhang.
    Predicting internet network distance with coordinatesbased approaches. In INFOCOM, 2002
    552
  42. G Charness, M Rabin.
    Understanding social preferences with simple tests. Quarterly Journal of Economics, 2002
    542
  43. L Peterson, D Culler, T Anderson, T Roscoe.
    A blueprint for introducing disruptive technology into the internet. In Proceedings of the 1st Workshop on Hot Topics in Networks (HotNets-I, 2002
    531
  44. M Clerc, J Kennedy.
    The Particle Swarm - Explosion, Stability, and Convergence in a Multidimensional Complex Space. IEEE Transactions on Evolutionary Computation, 2002
    527
  45. J Frey, T Tannenbaum, I Foster.
    Condor-G: A computation management agent for multi-institutional grids. Cluster Computing, 2002
    526
  46. P Viswanath, D N C Tse, R Laroia.
    Opportunistic Beamforming Using Dumb Antennas. IEEE Trans. Inform. Theory, 2002
    522
  47. Stuart Staniford, Vern Paxson, Nicholas Weaver.
    How to 0wn the Internet in Your Spare Time. In USENIX Security Symposium, 2002
    519
  48. M J Beal, Z Ghahramani, C E Rasmussen.
    The Infinite Hidden Markov Model. Advances in Neural Information Processing Systems, 14:577 – 584, 2002
    513
  49. R Milo, S Shen-Orr, S Itzkovitz, N Kashtan, D Chklovskii, U Alon.
    Network motifs: simple building blocks of complex networks. Science, 2002
    509
  50. P Papadimitratos, Z Haas.
    Secure routing for mobile ad hoc networks. In Proceedings of the SCS Communication Networks and Distributed Systems Modeling and Simulation Conference (CNDS, 2002
    500
  51. A Broder.
    A taxonomy of web search. In SIGIR Forum, 2002
    498
  52. M Paolucci, T Kawamura, T R Payne, K P Sycara.
    Semantic matching of web services capabilities. In Proc. 1st Int’l Semantic Web Conf. on The Semantic Web, 2002
    489
  53. T A Henzinger, R Jhala, R Majumdar, G Sutre.
    Lazy abstraction. In Proceedings of the 29th Annual ACM Symposium on Principles of Programming Languages (POPL, 2002
    484
  54. Xifeng Yan, Jiawei Han.
    gSpan: Graph-based substructure pattern mining. In Proceedings of the International Conference on Data Mining (ICDM, 2002
    484
  55. P Duygulu, K Barnard, J de Freitas, D Forsyth.
    Object recognition as machine translation: Learning a lexicon for a fixed image vocabulary. Lecture Notes in Computer Science, 2002
    483
  56. M Montemerlo, S Thrun, D Koller, B Wegbreit.
    Fastslam: A factored solution to simultaneous localization and mapping. in Proc. of the National Conference on Artificial Intelligence (AAAI, 2002
    480
  57. A Harter, A Hopper, P Steggles, A Ward, P Webster.
    The anatomy of a context-aware application. Wirel. Netw, 2002
    461
  58. M Belkin, P Niyogi.
    Laplacian eigenmaps and spectral techniques for embedding and clustering. in Advances in Neural Information Processing Systems, 2002
    460
  59. Taher H Haveliwala.
    Topic-sensitive PageRank. In Proceedings of the Eleventh International World Wide Web Conference (WWW, 2002
    453
  60. Y H Yang, S Dudoit, P Luu, D M Lin, V Peng, J Ngai, T P Speed.
    Normalization for cDNA microarray data: a robust composite method addressing single and multiple slide systematic variation. Nucl. Acids Res, 2002
    450
  61. G C Necula, S McPeak, S P Rahul, W Weimer.
    Cil: Intermediate language and tools for analysis and transformation of C programs. In Proc. CC, LNCS 2304, 2002
    448
  62. S FREDERICK, G LOEWENSTEIN.
    Time discounting and time preference: A critical review. J. Econ. Literature XL, 2002
    443
  63. Yakov Amihud.
    Illiquidity and Stock Returns: Cross-Section and Time-Series Effects. Journal of Financial Markets, 2002
    432
  64. Y C Hu, D B Johnson, A Perrig.
    SEAD: Secure Efficient Distance Vector Routing for Mobile Wireless Ad Hoc Networks. IEEE WMCSA, 2002
    428
  65. A Strehl, J Ghosh.
    Cluster ensembles - a knowledge reuse framework for combining multiple partitions. Journal of Machine Learning Research, 2002
    427
  66. P Auer, N Cesa-Bianchi, P Fischer.
    Finite-time analysis of the multiarmed bandit problem. Machine Learning, 2002
    424
  67. J Broekstra, A Kampman, F van Harmelen.
    Sesame: A Generic Architecture for Storing and Querying rdf and rdf Schema. In The Semantic Web - ISWC, 2002
    422
  68. Yehuda Lindell, Benny Pinkas.
    Privacy preserving data mining. Journal of cryptology, 2002
    415
  69. R Engle.
    Dynamic Conditional Correlation : A Simple Class of Multivariate GARCH. Journal of Business and Economic Statistics, 2002
    409
  70. S Capkun, M Hamdi, J P Hubaux.
    GPS-Free Positioning in Mobile Ad-Hoc Networks. Cluster Computing, 2002
    409
  71. Atul Adya, William J Bolosky, Miguel Castro, Ronnie Chaiken, Gerald Cermak, John R Douceur, John Howell, Jacob R Lorch, Marvin Theimer, Roger Wattenhofer.
    FARSITE: Federated, available, and reliable storage for an incompletely trusted environment. In 5th Symp. on Op. Sys. Design and Impl. (OSDI, 2002
    409
  72. Thomas Ball, Sriram K Rajamani.
    The slam project: debugging system software via static analysis. In POPL, 2002
    408
  73. F Schmuck.
    GPFS: A Shared-Disk File System for Large Computing Clusters. in Proc. of the 1st USENIX Conference on File and Storage Technologies, 2002
    406
  74. K Sanzgiri, B Dahill, B Levine, E Belding-Royer.
    A secure routing protocol for ad hoc networks. Proceedings of IEEE ICNP, 2002
    403
  75. M Castro, P Duschel, A Rowstron, D S Wallach.
    Secure routing for structured peer-to-peer overlay network. In Proceedings of the fifth Symposium on Operating System Design and Implementation, 2002
    402
  76. K O Stanley, R Miikkulainen.
    Evolving neural networks through augmenting topologies. Evol. Comput, 2002
    379
  77. D Katabi, M Handley, C Rohrs.
    Congestion Control for High Bandwidth-Delay Product Networks. Computer Communication Review, 2002
    379
  78. G W Dunlap, S T King, S Cinar, M Basrai, P M Chen.
    ReVirt: Enabling Intrusion Analysis through Virtual-Machine Logging and Replay. In Proceedings of the 5th Symposium on Operating Systems Design and Implementation (OSDI 2002), ACM Operating Systems Review, Winter 2002 Special Issue, 2002
    377
  79. P Michiardi, R Mova.
    CORE: A Collaborative Reputation Mechanism To Enforce Node Cooperation. In Mobile Ad Hoc Networks,” in Proceedings of The 6th IFIP Communications and Multimedia Security Conference, 2002
    373
  80. M Luby.
    Lt codes. In The 43rd Annual IEEE Symposium on Foundations of Computer Science, 2002
    368
  81. B Taskar, P Abbeel, D Koller.
    Discriminative probabilistic models for relational data. In UAI, 2002
    360
  82. S Ganeriwal, R Kumar, M Srivastava.
    Timing-Sync Protocol for Sensor Networks. in Proc. 1st int. conf. on Embedded, 2002
    358
  83. I Stoica, D Adkins, S Zhuang, S Shenker, S Surana.
    Internet indirection infrastructure. in Proceedings of ACM SIGCOMM'02, 2002
    356
  84. V N Padmanabhan, H J Wang, P A Chou, K Sripanidkulchai.
    Distributing streaming media content using cooperative networking. in 12th International Workshop on Network and Operating Systems Support for Digital Audio and Video, 2002
    355
  85. C A Waldspurger.
    Memory resource management in VMware ESX server. In Proceedings of the 5th Symposium on Operating Systems Design and Implementation (OSDI 2002), ACM Operating Systems Review, Winter 2002 Special Issue, 2002
    355
  86. R Buyya, D Abramson, J Giddy.
    Nimrod-G: An Architecture for a Resource Management and Scheduling System. in a Global Computational Grid, The 4th International Conference on High Performance Computing in Asia-Pacific Region (HPC Asia 2000, 2002
    351
  87. G C Necula, S McPeak, W Weimer.
    CCured: Type-Safe Retrofitting of Legacy Code. In Proceedings of POPL’02, 2002
    347
  88. T Jim, G Morrisett, D Grossman, M Hicks, J Cheney, Y Wang.
    Cyclone: A safe dialect of C. In Proceedings of USENIX 2002 Annual Technical Conference, 2002
    343
  89. R E Schapire.
    The boosting approach to machine learning: An overview. MSRI Workshop on Nonlinear Estimation and Classification, 2002
    343