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. Pedro F Felzenszwalb, Ross B Girshick, David McAllester, Deva Ramanan.
    Object detection with discriminatively trained part based models. 2010
    574
  2. H Kwak, H Park C Lee.
    S.Moon. What is twitter, a social network or a news media. In WWW, 2010
    420
  3. M Everingham, L Van Gool, C K I Williams, J Winn, Zisserman.
    A.: The pascal visual object classes (voc) challenge. Int. J. Comput. Vision, 2010
    260
  4. S Fortunato.
    Community detection in graphs. Physics Reports, 486(3C5):75 – 174, 2010
    249
  5. W Enck, P Gilbert, B-G Chun, L P Cox, J Jung, P McDaniel, A N Sheth.
    Taintdroid: an information-flow tracking system for realtime privacy monitoring on smartphones. In Proceedings of the 9th USENIX conference on Operating systems design and implementation, OSDI’10, 2010
    231
  6. T Sakaki, M Okazaki, Y Matsuo.
    Earthquake shakes twitter users: real-time event detection by social sensors. In Proceedings of the 19th international conference on World wide web, 2010
    211
  7. G Malewicz, M H Austern, A J Bik, J C Dehnert, I Horn, N Leiser, G Czajkowski.
    Pregel: a system for large-scale graph processing. In Proceedings of the 2010 ACM SIGMOD International Conference on Management of data, SIGMOD ’10, 2010
    207
  8. S J PAN, Q YANG.
    A survey on transfer learning. IEEE Transaction on Knowledge Discovery and Data Engineering, 2010
    207
  9. L Sigal, A Balan, M Black.
    HumanEva: Synchronized video and motion capture dataset and baseline algorithm for evaluation of articulated human motion. Int. J. Comput. Vis, 2010
    189
  10. M Cha, H Haddadi, F Benevenuto, P K Gummadi.
    Measuring user influence in twitter: The million follower fallacy. ICWSM, 2010
    177
  11. B F COOPER, A SILBERSTEIN, E TAM, R RAMAKRISHNAN, R SEARS.
    Benchmarking cloud serving systems with ycsb. In Proceedings of the 1st ACM symposium on Cloud computing, 2010
    160
  12. A Chambolle, T Pock.
    A first-order primal-dual algorithm for convex problems with applications to imaging. 2010
    158
  13. Jonathan M Borwein, Adrian S Lewis.
    Convex analysis and nonlinear optimization: theory and examples, volume 3. 2010
    148
  14. E J Candes, T Tao.
    The power of convex relaxation: near-optimal matrix completion. IEEE Transactions on Information Theory, 2010
    146
  15. Peter D Turney, Patrick Pantel.
    From frequency to meaning: Vector space models of semantics. Journal of artificial intelligence research, 2010
    141
  16. A Lakshman, P Malik.
    Cassandra: a decentralized structured storage system. ACM SIGOPS Operating Systems Review, 2010
    137
  17. M S Bernstein, G Little, R C Miller, B Hartmann, M S Ackerman, D R Karger, D Crowell, K Panovich.
    Soylent: a word processor with a crowd inside. In UIST, 2010
    136
  18. P Arbelaez, M Maire, C Fowlkes, J Malik.
    Contour Detection and Hierarchical Image Segmentation. IEEE Trans. PAMI, 2010
    135
  19. A Carlson, J Betteridge, B Kisiel, B Settles, E R H Jr, T M Mitchell.
    Toward an architecture for never-ending language learning. In AAAI, 2010
    125
  20. D Easley, J Kleinberg.
    Networks, Crowds and Markets: Reasoning about a highly connected world. 2010
    123
  21. M Al-Fares, S Radhakrishnan, B Raghavan, N Huang, A Vahdat.
    Hedera: Dynamic Flow Scheduling for Data Center Networks. In NSDI, 2010
    119
  22. B O’Connor, R Balasubramanyan, B Routledge, N Smith.
    From tweets to polls: Linking text sentiment to public opinion time series. In ICWSM 2010, 2010
    118
  23. J Mairal, F Bach, J Ponce, G Sapiro.
    Online learning for matrix factorization and sparse coding. 2010
    116
  24. D S Lee, T Lemiux.
    Regression Discontinuity Designs in Economics. Journal of Economic Literature, 2010
    115
  25. E CUERVO, A BALASUBRAMANIAN, D CHO, A WOLMAN, S SAROIU, R CHANDRA, P BAHL.
    Maui: Making smartphones last longer with code offload. In MobiSys, 2010
    114
  26. X Tan, B Triggs.
    Enhanced local texture feature sets for face recognition under difficult lighting conditions. IEEE Trans. Image Process, 2010
    114
  27. Minoru Kanehisa, Susumu Goto, Miho Furumichi, Mao Tanabe, Mika Hirakawa.
    Kegg for representation and analysis of molecular networks involving diseases and drugs. Nucleic Acids Research, 38(suppl 1):D355–D360, 2010
    109
  28. M Zaharia, D Borthankur, J Sarma, K Elmellegy, S Shenker, I Stoica.
    Delay Scheduling: A Simple Technique for Achieving Locality and Fairness in cluster Scheduling. In EuroSys 2010, 2010
    107
  29. A G Dimakis, P B Godfrey, Y Wu, M O Wainwright, K Ramchandran.
    Network coding for distributed storage systems. IEEE Transactions on Information Theory, 2010
    105
  30. P Hunt, M Konar, F P Junqueira, B Reed.
    ZooKeeper: wait-free coordination for Internet-scale systems. In Proc. USENIX ATC, 2010
    103
  31. M Brown, G Hua, S Winder.
    Discriminative learning of local image descriptors. IEEE Trans. Pattern Anal. Mach. Intell, 2010
    102
  32. Jaliya Ekanayake.
    Twister: A Runtime for iterative MapReduce. in Proceedings of the First International Workshop on MapReduce and its Applications of ACM HPDC 2010 conference, 2010
    98
  33. B Alexe, T Deselaers, V Ferrari.
    What is an object. In Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on, 2010
    94
  34. Mark Gertler, Nobuhiro Kiyotaki.
    Financial Intermediation and Credit Policy in Business Cycle Analysis. In Handbook of Monetary Economics, edited by Benjamin M. Friedman and Michael Woodford, 2010
    93
  35. A Vedaldi, A Zisserman.
    Efficient additive kernels via explicit feature maps. In CVPR, 2010
    93
  36. J Leskovec, D Huttenlocher, J Kleinberg.
    Predicting positive and negative links in online social networks. In Proc. WWW, 2010
    92
  37. A Carlson, J Betteridge, R C Wang, E R Hruschka, T M Mitchell.
    Coupled semi-supervised learning for information extraction. In WSDM, 2010
    91
  38. A LI, X YANG, S KANDULA, M ZHANG.
    CloudCmp: Comparing Public Cloud Providers. In Proceedings of the 2010 Internet Measurement Conference (IMC’10, 2010
    91
  39. D Ramage, S Dumais, D Liebling.
    Characterizing Microblogs with Topic Models. 2010
    91
  40. E J Candès, Y Plan.
    Matrix completion with noise. Proc. of the IEEE, 2010
    91
  41. Roman Vershynin.
    Introduction to the non-asymptotic analysis of random matrices. arXiv preprint arXiv:1011.3027. 2010
    85
  42. Peter Henry, Michael Krainin, Evan Herbst, Xiaofeng Ren, Dieter Fox.
    RGB-D mapping: Using depth cameras for dense 3D modeling of indoor environments. In ISER, 2010
    85
  43. K R M Leino.
    Dafny: an automatic program verifier for functional correctness. In LPAR-16, 2010
    84
  44. L J Li, H Su, E P Xing, Li.
    F.F.: Object bank: A high-level image representation for scene classification & semantic feature sparsification. In: NIPS. 2010
    82
  45. B Yao, L Fei-Fei.
    Modeling mutual context of object and human pose in human-object interaction activities. In CVPR, 2010
    80
  46. M Calonder, V Lepetit, C Strecha, P Fua.
    Brief: Binary robust independent elementary features,” Computer Vision–ECCV 2010. 2010
    79
  47. Peter Welinder, Steve Branson, Serge Belongie, Pietro Perona.
    The multidimensional wisdom of crowds. In Neural Information Processing Systems Conference (NIPS, 2010
    79
  48. L Zhang, B Tiwana, Z Qian, R P Dick Z Wang, L Yang Z M Mao.
    Accurate online power estimation and automatic battery behavior based power model generation for smartphones, in. Proceedings of the Eighth IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis – CODES/ISSS ’10, ACM, 2010
    79
  49. J Heer, M Bostock.
    Crowdsourcing graphical perception: Using mechanical turk to assess visualization design. In CHI ’10: Proceedings of the 28th international conference on Human factors in computing systems, 2010
    77
  50. A Pak, P Paroubek.
    Twitter as a corpus for sentiment analysis and opinion mining. Proceedings of LREC 2010, 2010
    77
  51. D Sun, S Roth, M Black.
    Secrets of optical flow estimation and their principles. In CVPR, 2010
    77
  52. T Bergan, O Anderson, J Devietti, L Ceze, D Grossman.
    CoreDet: A compiler and runtime system for deterministic multithreaded execution. In ASPLOS, 2010
    77
  53. A Balasubramanian, R Mahajan, A Venkataramani.
    Augmenting mobile 3G using WiFi. in Proc. 8th Int. Conf. Mobile Syst. Appl. Services, 2010
    77
  54. J M McCune, Y Li, N Qu, Z Zhou, A Datta, V Gligor, A Perrig.
    Trustvisor: Efficient TCB reduction and attestation. In Proceedings of the IEEE Symposium on Security and Privacy (SP’10). IEEE Computer Society, Los Alamitos, CA, 2010
    76
  55. S Baccianella, A Esuli, F Sebastiani.
    SentiWordNet 3.0: An Enhanced Lexical Resource for Sentiment Analysis and Opinion Mining. In LREC(10, 2010
    76
  56. R Jenatton, J Mairal, G Obozinski, F Bach.
    Proximal methods for sparse hierarchical dictionary learning. in Proceedings of the 27th Annual International Conference on Machine Learning, 2010
    76
  57. C Dyer, A Lopez, J Ganitkevitch, J Weese, F Ture, P Blunsom, H Setiawan, V Eidelman, P Resnik.
    cdec: A decoder, alignment, and learning framework for finite-state and context-free translation models. In Proc. of the ACL, 2010
    75
  58. D Horowitz, S D Kamvar.
    The anatomy of a large-scale social search engine. InWWW. 2010
    75
  59. P Saxena, D Akhawe, S Hanna, F Mao, S McCamant, D Song.
    A symbolic execution framework for JavaScript. In Proceedings of the 2010 IEEE Symposium on Security and Privacy, 2010
    75
  60. Matthew Hoffman, David M Blei, Francis Bach.
    Online learning for latent Dirichlet allocation. In Advances in Neural Information Processing Systems, 2010
    74
  61. J Tropp, J Laska, M Duarte, J Romberg, R Baraniuk.
    Beyond Nyquist: Efficient Sampling of Sparse Bandlimited Signals. IEEE Transactions on Information Theory, 2010
    74
  62. J Dean, S Ghemawat.
    Mapreduce: A Flexible Data Processing Tool. Comm. ACM, 2010
    74
  63. G Szabo, B A Huberman.
    Predicting the popularity of online content. Communications of ACM, 2010
    73
  64. D L Donoho, A Maleki, A Montanari.
    Message passing algorithms for compressed sensing: I. motivation and construction. in Proc. of Information Theory Workshop, 2010
    73
  65. P Felzenszwalb, R Girshick, D McAllester.
    Cascade object detection with deformable part models. In Proc. CVPR, 2010
    73
  66. Andreas Rossberg, Claudio Russo, Derek Dreyer.
    F-ing modules. In TLDI, 2010
    73
  67. W Chen, C Wang, Wang.
    Y.: Scalable influence maximization for prevalent viral marketing in large-scale social networks. Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining, ACM, 2010
    72
  68. D Cash, D Hofheinz, E Kiltz, C Peikert.
    Bonsai trees, or how to delegate a lattice basis. In EUROCRYPT, 2010
    72
  69. D Peng, F Dabek.
    Large-scale incremental processing using distributed transactions and notifications. In Proc. 9th Symposium on Operating Systems Design and Implementation (OSDI’10, 2010
    72
  70. M Mishali, Y C Eldar.
    From theory to practice: Sub-Nyquist sampling of sparse wideband analog signals. IEEE J. Select. Topics Signal Processing, 2010
    71
  71. C Grier, K Thomas, V Paxson, M Zhang.
    spam: The Underground on 140 Characters or Less. In Proceedings of the ACM Conference on Computer and Communications Security (CCS, 2010
    71
  72. S HAN, K JANG, K PARK, S MOON.
    PacketShader: a GPU-accelerated software router. In Proceedings of the ACM SIGCOMM 2010 conference on SIGCOMM, 2010
    71
  73. Jure Leskovec, Kevin J Lang, Michael Mahoney.
    Empirical comparison of algorithms for network community detection. In Proceedings of the 19th International Conference on World Wide Web (WWW, 2010
    71
  74. A Kovashka, K Grauman.
    Learning a hierarchy of discriminative space-time neighborhood features for human action recognition. In IEEE Int. Conf. on Computer Vision and Pattern Recognition, 2010
    71
  75. J Turian, L Ratinov, Y Bengio.
    Word representations: A simple and general method for semi-supervised learning. In ACL, 2010
    71
  76. M Naaman, J Boase, C-H Lai.
    Is it really about me?: message content in social awareness streams. In Proceedings of the 2010 ACM conference on Computer supported cooperative work, CSCW ’10, 2010
    71
  77. A Goyal, F Bonchi, L V Lakshmanan.
    Learning influence probabilities in social networks. In WSDM ’10: Proceedings of the 3rd ACM international conference on Web search and data mining, 2010
    71
  78. R Xiang, J Neville, M Rogati.
    Modeling relationship strength in online social networks. In Proc. (19th) Int. Conf. on World Wide Web, WWW ’10, 2010
    70
  79. Y Bu, B Howe, M Balazinska, M D Ernst.
    Haloop: efficient iterative data processing on large clusters. 2010
    70
  80. Jacob Eisenstein, Brendan O’Connor, Noah A Smith, Eric P Xing.
    A latent variable model for geographic lexical variation. In Proc. of EMNLP. Jacob, 2010
    69
  81. T Koponen, M Casado, N Gude, J Stribling, L Poutievski, M Zhu, R Ramanathan, Y Iwata, H Inoue, T Hama, S Shenker.
    Onix: A Distributed Control Platform for Large-scale Production Networks. In OSDI, 2010
    68
  82. M Van Dijk, C Gentry, S Halevi, V Vaikuntanathan.
    Fully homomorphic encryption over the integers. Advances in Cryptology–EUROCRYPT, 2010
    68
  83. J Carreira, C Sminchisescu.
    Constrained parametric min-cuts for automatic object segmentation. In Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on, 2010
    68
  84. Csaba Szepesvári.
    Algorithms for Reinforcement Learning. 2010
    68
  85. M Nauman, S Khan, X Zhang.
    Apex: extending Android permission model and enforcement with userdefined runtime constraints. In Proc. of the ASIACCS, 2010
    68
  86. J Lin, C Dyer.
    Data-Intensive Text Processing with MapReduce. 2010
    68
  87. N P Smart, F Vercauteren.
    Fully homomorphic encryption with relatively small key and ciphertext sizes. In Public Key Cryptography, 2010
    67
  88. L Li, W Chu, J Langford, R E Schapire.
    A contextual-bandit approach to personalized news article recommendation. In Proceedings of the 19th International Conference on World Wide Web, 2010
    67
  89. S Richter, M Westphal.
    The LAMA planner: Guiding cost-based anytime planning with landmarks. JAIR, 2010
    67
  90. C Guo, G Lu, H J Wang, S Y.
    SecondNet: A Data Center Network Virtualization Architecture with Bandwidth Guarantees. In Proceedings of ACM CoNext, 2010
    67
  91. David Karger, Cliff Stein, Joel Wein.
    Scheduling algorithms. Algorithms and Theory of Computation Handbook, 2010
    67
  92. S Zhuravlev, S Blagodurov, A Fedorova.
    Addressing Shared Resource Contention in Multicore Processors via Scheduling. Proc. of 15th Edition of Architectural Support for Programming Languages and Operating Systems, 2010
    66
  93. J Huang, T Zhang.
    The benefit of group sparsity. Annals of Statistics, 2010
    66
  94. M Cova, C Kruegel, G Vigna.
    Detection and Analysis of Drive-byDownload Attacks and Malicious JavaScript Code. In International World Wide Web Conference (WWW, 2010
    65
  95. S Kim, E P Xing.
    Tree-guided group Lasso for multi-task regression with structured sparsity. in Proceedings of the 27th International Conference on Machine Learning, 2010
    65
  96. L Caffarelli, A Vasseur.
    Drift diffusion equations with fractional diffusion and the quasigeostrophic equation. Ann. of Math, 2010
    64
  97. Alberto Abadie, Alexis Diamond, Jens Hainmueller.
    Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program. Journal of the American Statistical Association, 2010
    64
  98. A Lewko, T Okamoto, A Sahai, K Takashima, B Waters.
    Fully secure functional encryption: Attribute-based encryption and (hierarchical) inner product encryption. In EUROCRYPT, 2010
    64
  99. Holger Rauhut.
    Compressive sensing and structured random matrices. Theoretical foundations and numerical methods for sparse recovery. 2010
    64
  100. K Saenko, B Kulis, M Fritz, T Darrell.
    Adapting visual category models to new domains. In ECCV, 2010
    62