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 Sarwar, G Karypis, J Konstan, J Riedl.
    Item-based collaborative filtering recommendation algorithms. Proceedings of the 10th International World Wide Web Conference(WWW10, 2009
    821
  2. M Hall, E Frank, G Holmes, B Pfahringer, P Reutemann, I H Witten.
    The WEKA Data Mining Software: An Update. SIGKDD Explorations, 2009
    704
  3. M Armbrust, A Fox, R Griffith, A D Joseph, R H Katz, A Konwinski, G Lee, D A Patterson, A Rabkin, I Stoica, Zaharia.
    M.: Above the clouds: a Berkeley view of cloud computing. 2009
    481
  4. Flajolet, R Sedgewick.
    Amalytic Combinatorics. 2009
    415
  5. C Bizer, T Heath, Berners-Lee.
    T.: Linked Data - The Story So Far. International Journal on Semantic Web and Information Systems, 2009
    381
  6. Deanna Needell, Joel.
    A Tropp, “Cosamp: Iterative signal recovery from incomplete and inaccurate samples. Applied and Computational Harmonic Analysis, 2009
    370
  7. J Deng, W Dong, R Socher, L J Li, K Li, L Fei-Fei.
    ImageNet: A Large-Scale Hierarchical Image Database. In Computer Vision and Pattern Recognition, 2009
    331
  8. A Greenberg, J R Hamilton, N Jain, S Kandula, C Kim, P Lahiri, D A Maltz, P Patel, S Sengupta.
    VL2: A Scalable and Flexible Data Center Network. In ACM SIGCOMM, 2009
    263
  9. Troy Lee.
    private communication. 2009
    242
  10. C Daskalakis, P Goldberg, C Papadimitriou.
    The Complexity of Computing a Nash Equilibrium. SIAM Journal on Computing, 2009
    238
  11. V CHANDOLA, A BANERJEE, V KUMAR.
    Anomaly detection: a survey. ACM Computing Surveys, 2009
    228
  12. D Nurmi, R Wolski, C Grzegorczyk, G Obertelli, S Soman, L Youseff, D Zagorodnov.
    The Eucalyptus Open-Source Cloud-Computing System. in: Cluster Computing and the Grid, 2009
    228
  13. Y Koren, R Bell, C Volinsky.
    Matrix factorization techniques for recommender systems. Computer, 2009
    221
  14. M K Brunnermeier.
    Deciphering the Liquidity and Credit Crunch 2007-2008. Journal of Economic Perspectives, 2009
    211
  15. J Yang, K Yu, Y Gong, T Huang.
    Linear spatial pyramid matching using sparse coding for image classification. in IEEE Conference on Computer Vision and Pattern Recognition, 2009
    194
  16. Omprakash Gnawali, Rodrigo Fonseca, Kyle Jamieson, David Moss, Philip Levis.
    Collection tree protocol. In Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems, 2009
    182
  17. Gerwin Klein, Kevin Elphinstone, Gernot Heiser, June Andronick, David Cock, Philip Derrin, Dhammika Elkaduwe, Kai Engelhardt, Rafal Kolanski, Michael Norrish, Thomas Sewell, Harvey Tuch, Simon Winwood.
    seL4: Formal verification of an OS kernel. In SOSP, 2009
    178
  18. N Bloom.
    The Impact of Uncertainty Shocks. Econometrica, 2009
    175
  19. Z Zeng, M Pantic, G I Roisman, T S Huang.
    A survey of affect recognition methods: Audio, visual, and spontaneous expressions. IEEE Trans. Pattern Anal. Mach. Intell, 2009
    173
  20. A Farhadi, I Endres, D Hoiem, D Forsyth.
    Describing objects by their attributes. In CVPR, 2009
    173
  21. H Lee, R Grosse, R Ranganath, A Y Ng.
    Convolutional deep belief networks for scalable unsupervised learning of hierarchical representations. International Conference on Machine Learning, 2009
    172
  22. R Agrawal, S Gollapudi, A Halverson, S Ieong.
    Diversifying Search Results. In ACM WSDM, 2009
    171
  23. B D Argall, S Chernova, M Veloso, B Browning.
    A survey of robot learning from demonstration. Robotics and Autonomous Systems, 2009
    167
  24. S Arora, B Barak.
    Computational Complexity: A Modern Approach. 2009
    161
  25. J Pérez, M Arenas, C Gutierrez.
    Semantics and complexity of SPARQL. ACM Trans. Database Syst, 2009
    156
  26. P Gehler, S Nowozin.
    On feature combination for multiclass object classification. In: Proceedings of International Conference Computer Vision, ICCV, 2009
    153
  27. J Eaton, S Kortum, F Kramarz.
    An anatomy of international trade: Evidence from french firms. CEPR Discussion Paper, 2009
    150
  28. C Guo, G Lu, D Li, H Wu, X Zhang, Y Shi, C Tian, Y Zhang, S Lu.
    BCube: a high performance, server-centric network architecture for modular data centers. In Proceedings of SIGCOMM, 2009
    146
  29. D Andersen, J Franklin, M Kaminsky, A Phanishayee, L Tan, V Vasudevan.
    FAWN: A Fast Array of Wimpy Nodes. in SOSP, 2009
    140
  30. B Babenko, M H Yang, S Belongie.
    Visual tracking with online multiple instance learning. In CVPR, 2009
    138
  31. Y Koren.
    Collaborative Filtering With Temporal Dynamics. In ACM KDD, 2009
    131
  32. A Baumann, P Barham, P E Dagand, T Harris, R Isaacs, S Peter, T Roscoe, A Schpbach, A Singhania.
    The multikernel: a new OS architecture for scalable multicore systems. In Symposium on Operating Systems Principles, 2009
    129
  33. Ashish Thusoo, Joydeep Sen Sarma, Namit Jain, Zheng Shao, Prasad Chakka, Suresh Anthony, Hao Liu, Pete Wyckoff, Raghotham Murthy.
    Hive- a warehousing solution over a map-reduce framework. In VLDB, 2009
    129
  34. A Narayanan, V Shmatikov.
    De-anonymizing social networks. 2009
    128
  35. Bernado A Huberman, Daniel M Romero, Fang Wu.
    Social networks that matter: Twitter under the microscope," First Monday, volume 14, number 1 (January) at http://firstmonday.org/htbin/cgiwrap/bin/ojs/index.php/fm/article/view/2317/2063, accessed 7. The Secret of Cool December 5. Retrieved January 22, 2009, from http://www.smh.com.au/articles/2002/12/04/1038950092024.html D. Parvaz, 2009
    127
  36. Christo Wilson, Bryce Boe, Alessandra Sala, Krishna P N Puttaswamy, Ben Y Zhao.
    User interactions in social networks and their implications. In Proc. of EuroSys, 2009
    125
  37. J Liu, J Luo, M Shah.
    Recognising realistic actions from videos “in the wild. In BMVC, 2009
    125
  38. A Artale, D Calvanese, R Kontchakov, M Zakharyaschev.
    The DL-Lite family and relations. Journal of Artificial Intelligence Research (JAIR, 2009
    124
  39. Markus Brunnermeier.
    Deciphering the liquidity and credit crunch 2007-08. Journal of Economic Perspectives, 2009
    124
  40. S Hunter, R Apweiler, T K Attwood, A Bairoch, A Bateman, D Binns, P Bork, U Das, L Daugherty, L Duquenne.
    InterPro: the integrative protein signature database. Nucleic Acids Res, 2009
    123
  41. C-N Yu, T Joachims.
    Learning structural svms with latent variables. In ICML, 2009
    122
  42. K Jarrett, K Kavukcuoglu, M A Ranzato, Y LeCun.
    What is the best multi-stage architecture for object recognition? ICCV. 2009
    122
  43. J Chang, J L Boyd-Graber, S Gerrish, C Wang, D M Blei.
    Reading tea leaves: How humans interpret topic models. In Proc. NIPS, 2009
    121
  44. L Jacob, G Obozinski, J P Vert.
    Group Lasso with overlaps and graph Lasso. In Proceedings of the International Conference on Machine Learning (ICML, 2009
    117
  45. R Burkard, M Dell’Amico, S Martello.
    Assignment Problems. Society for Industrial and Applied Mathematics, 2009
    116
  46. N Eagle, A S Pentland, Lazer.
    D.: Inferring social network structure using mobile phone data. PNAS, 2009
    116
  47. C Barnes, E Shechtman, A Finkelstein, D B Goldman.
    Patch-Match: A randomized correspondence algorithm for structural image editing. ACM Trans. Graph, 2009
    116
  48. C Desai, D Ramanan, C Fowlkes.
    Discriminative models for multi-class object layout. In International Conference on Computer Vision, 2009
    114
  49. André Nies.
    Computability and Randomness. XV, 2009
    113
  50. T Barrett, D B Troup, S E Wilhite, P Ledoux, D Rudnev, C Evangelista, I F Kim, A Soboleva, M Tomashevsky, K A Marshall.
    NCBI GEO: archive for high-throughput functional genomic data. Nucleic Acids Res, 2009
    112
  51. Cormac Flanagan, Stephen N Freund.
    FastTrack: efficient and precise dynamic race detection. In PLDI '09: Proceedings of the 2009 ACM SIGPLAN Conference on Programming Language Design and Implementation, 2009
    112
  52. A Qureshi, R Weber, H Balakrishnan, J Guttag, B Maggs.
    Cutting the electric bill for internet-scale systems. in SIGCOMM, 2009
    111
  53. Y Eldar, M Mishali.
    Robust recovery of signals from a structured union of subspaces. IEEE Trans. Inform. Theory, 2009
    111
  54. M DOBRESCU, N EGI, K ARGYRAKI, B-G CHUN, K FALL, G IANNACCONE, A KNIES, M MANESH, S RATNASAMY.
    RouteBricks: exploiting parallelism to scale software routers. In Proceedings of the ACM SIGOPS 22nd symposium on Operating systems principles (New, 2009
    106
  55. Julien Mairal, Jean Ponce, Guillermo Sapiro, Andrew Zisserman, Francis R Bach.
    Supervised dictionary learning. In Advances in neural information processing systems, 2009
    106
  56. Crandall DJ, L Backstrom, D Huttenlocher, J Kleinberg.
    Mapping the world’s photos. In: Proceedings of the 18th international conference on World Wide Web. ACM, 2009
    106
  57. E Murphy-Chutorian, M M Trivedi.
    Head pose estimation in computer vision: A survey. IEEE PAMI, 2009
    104
  58. E Cohen, M Dahlweid, M Hillebrand, D Leinenbach, M Moskal, T Santen, W Schulte, S Tobies.
    VCC: A practical system for verifying concurrent C. 22nd International Conference on Theorem Proving in Higher Order Logics (TPHOLs ’09, 2009
    102
  59. B Stone-Gross, M Cova, L Cavallaro, B Gilbert, M Szydlowski, R Kemmerer, C Kruegel, G Vigna.
    Your Botnet is My Botnet: Analysis of a Botnet Takeover. In ACM CCS, 2009
    101
  60. D Ramage, D Hall, R Nallapati, C D Manning.
    Labeled lda: A supervised topic model for credit attribution in multilabeled corpora. In EMNLP, 2009
    101
  61. R Salakhutdinov, G Hinton.
    Deep Boltzmann Machines. In Proceedings of The Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS’09, 2009
    97
  62. C Barrett, R Sebastiani, S Seshia, C Tinelli.
    Satisfiability modulo theories. Handbook of Satisfiability, volume 185 of Frontiers in Artificial Intelligence and Applications, chapter 26, 2009
    96
  63. W Enck, M Ongtang, P McDaniel.
    On lightweight mobile phone application certification. In Proc. of the CCS, 2009
    96
  64. F Hutter, H H Hoos, K Leyton-Brown, T Stützle.
    ParamILS: an automatic algorithm configuration framework. Journal of Artificial Intelligence Research, 2009
    96
  65. G Maier, A Feldmann, V Paxson, M Allman.
    On Dominant Characteristics of Residential Broadband Internet Traffic. Proc. Internet Measurement Conference 2009, 2009
    96
  66. B Viswanath, A Mislove, M Cha, K P Gummadi.
    On the evolution of user interaction in Facebook. in Proceedings of the 2nd ACM SIGCOMM Workshop on Social Networks (WOSN’09, 2009
    95
  67. J O Wobbrock, M R Morris, A D Wilson.
    User-defined gestures for surface computing. CHI, 2009
    95
  68. S Gould, R Fulton, D Koller.
    Decomposing a scene into geometric and semantically consistent regions. In ICCV, 2009
    94
  69. S Che, M Boyer, J Meng, D Tarjan, J W Sheaffer, S-H Lee, K Skadron.
    Rodinia: A benchmark suite for heterogeneous computing. In Proceedings of the International Symposium on Workload Characterization, 2009
    92
  70. R Word Navigli.
    Sense Disambiguation: A Survey. ACM Comput. Surv, 2009
    91
  71. M Gertler, P Karadi.
    A model of unconventional monetary policy. 2009
    90
  72. W Mason, D J Watts.
    Financial incentives and the performance of crowds. in HCOMP’09, 2009
    90
  73. B Jansen, M Zhang, K Sobel, A Chowdury.
    Twitter power: Tweets as electronic word of mouth. Journal of the American Society for Information Science and Technology, 2009
    90
  74. T Ristenpart, E Tromer, H Shacham, S Savage, you “Hey.
    get off my cloud! exploring information leakage in third- party compute clouds. in Proceedings of the 16th ACM Conference on Computer and Communications Security (CCS, 2009
    89
  75. V Chandrasekaran, S Sanghavi, P Parrilo, A Willsky.
    Rank-Sparsity Incoherence for Matrix Decomposition," Arxiv preprint arXiv:0906.2220. 2009
    88
  76. Westley Weimer, ThanhVu Nguyen, Claire Le Goues, Stephanie Forrest.
    Automatically Finding Patches using Genetic Programming. In Proceedings of the 31st International Conference on Software Engineering, 2009
    87
  77. Bartosz Máckowiak, Mirko Wiederholt.
    Optimal Sticky Prices under Rational Inattention. American Economic Review, 2009
    85
  78. E Elhamifar, R Vidal.
    Sparse subspace clustering. In Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR, 2009
    85
  79. D Chiang, K Knight, W Wang.
    11,001 new features for statistical machine translation. In Proceedings of HLT: The 2009 Annual Conference of the NACL, 2009
    85
  80. W Chen, Y Wang, S Yang.
    Efficient influence maximization in social networks. In KDD, 2009
    84
  81. R Rogerson, J Wallenius.
    Micro and Macro Elasticities in a Life Cycle Model with Taxes. Journal of Economic Theory, 2009
    84
  82. L Ladicky, C Russell, P Kohli, P Torr.
    Associative hierarchical crfs for object class image segmentation. In ICCV, 2009
    84
  83. Joseph Devietti, Brandon Lucia, Luis Ceze, Mark Oskin.
    DMP: deterministic shared memory multiprocessing. In ASPLOS '09: Proceedings of the 14th International Conference on Architectural Support for Programming Languages and Operating Systems, 2009
    83
  84. A Nedic, A Ozdaglar.
    Distributed subgradient methods for multi-agent optimization. IEEE Transactions on Automatic Control, 2009
    83
  85. A Vinciarelli, M Pantic, Bourlard.
    H.: Social Signal Processing: Survey of an emerging domain. Image and Vision Computing Journal, 2009
    83