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. Todd J Green, Grigoris Karvounarakis, Val Tannen.
    Provenance semirings. In Proceedings of the 26th ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems (PODS-07, 2007
    139
  2. J Bennett, S Lanning.
    The Netflix Prize. Proceedings of KDD Cup and Workshop, 2007
    138
  3. J Hespanha, P Naghshtabrizi, Y Xu.
    A survey of recent results in networked control systems. Proceedings of the IEEE, 2007
    138
  4. M Ranzato, C Poultney, S Chopra, Y LeCun.
    Efficient learning of sparse representations with an energy-based model. 2007
    137
  5. K M Eisenhardt, M E Graebner.
    Theory building from cases: opportunities and challenges. Academy of Management Journal, 2007
    137
  6. R Salakhutdinov, A Mnih, G Hinton.
    Restricted Boltzmann Machines for collaborative filtering. In Proceedings of the 24th international conference on Machine learning, 2007
    136
  7. A Chaintreau, P Hui, J Crowcroft, C Diot, R Gass, J Scott.
    Impact of human mobility on opportunistic forwarding algorithms. In IEEE Transactions on Mobile Computing, 2007
    136
  8. P Gill, M Arlitt, Z Li, A Manhanti.
    YouTube Traffic Characterization: A View From the Edge. in Proc. of ACM IMC, 2007
    135
  9. M L Weitzman.
    A Review of the Stern Review on the Economics of Climate Change. Journal of Economic Literature, 2007
    135
  10. J Nathan Foster, Michael B Greenwald, Jonathan T Moore, Benjamin C Pierce, Alan Schmitt.
    Combinators for bi-directional tree transformations: A linguistic approach to the view update problem. ACM Transactions on Programming Languages and Systems, 2007
    134
  11. M Niederle, L Vesterlund.
    Do women shy away from competition? Do men compete too much? Quarterly. Journal of Economics, 2007
    133
  12. A Seshadri, M Luk, N Qu, A Perrig.
    Secvisor: a tiny hypervisor to provide lifetime kernel code integrity for commodity oses. In 21st ACM symposium on Operating systems principles, 2007
    133
  13. R Fonseca, G Porter, R H Katz, S Shenker, I Stoica.
    X-Trace: A Pervasive Network Tracing Framework. NSDI. 2007
    132
  14. Shubhabrata Sengupta, Mark Harris, Yao Zhang, John D Owens.
    Scan primitives for gpu computing. In GH ’07: Proceedings of the 22nd ACM SIGGRAPH/EUROGRAPHICS symposium on Graphics hardware, 2007
    131
  15. H Halpin, V Robu, H Shepard.
    The complex dynamics of collaborative tagging. In Proceedings of the World Wide Web Conference, 2007
    131
  16. G Andrew, J Gao.
    Scalable training of L1-regularized log-linear models. In ICML ’07, 2007
    131
  17. M Krohn, A Yip, M Brodsky, N Cliffer, M F Kaashoek, E Kohler, R Morris.
    Information flow control for standard OS abstractions. In SOSP, 2007
    130
  18. M W Berry, M Browne, A N Langville, V P Pauca, R J Plemmons.
    Algorithms and applications for approximate nonnegative matrix factorization. Comput. Statist. Data Anal, 2007
    130
  19. O Chum, J Philbin, J Sivic, M Isard, A Zisserman.
    Total recall: Automatic query expansion with a generative feature model for object retrieval. In Proc. ICCV, 2007
    129
  20. Irit Dinur.
    The PCP theorem by gap amplification. Journal of ACM, 2007
    128
  21. C Zach, T Pock, H Bischof.
    A duality based approach for realtime tv-L1 optical flow. In Proc. DAGM (Pattern Recognition, 2007
    128
  22. Y Yue, T Finley, F Radlinski, T Joachims.
    A support vector method for optimizing average precision. In SIGIR ’07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval, 2007
    127
  23. S Goldwater, T Griffiths.
    A fully Bayesian approach to unsupervised part-of-speech tagging. In Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics, 2007
    127
  24. C Pacheco, S K Lahiri, M D Ernst, T Ball.
    Feedbackdirected random test generation. In 29th International Conference on Software Engineering, 2007
    127
  25. M Gebser, B Kaufmann, A Neumann, T Schaub.
    Conflict-driven answer set solving. In Proc. of IJCAI, 2007
    126
  26. M Kulkarni, K Pingali, B Walter, G Ramanarayanan, K Bala, L P Chew.
    Optimistic parallelism requires abstractions. SIGPLAN Not, 2007
    126
  27. H YIN, D SONG, M EGELE, C KRUEGEL, E KIRDA.
    Panorama: Capturing System-wide Information Flow for Malware Detection and Analysis. In Proceedings of the 14th ACM Conference of Computer and Communication Security, 2007
    126
  28. Andrea Prati, Ivana Mikic, Mohan M Trivedi, Rita Cucchiara.
    Detecting Moving Shadows: Algorithms and Evaluation. 4172 2008 IEEE Congress on Evolutionary Computation (CEC 2008) (a) (b) (c, 2007
    125
  29. T Brants, A Popat, P Xu, F Och, J Dean.
    Large language models in machine translation. In EMNLP, 2007
    125
  30. Ali Rahimi, Ben Recht.
    Random features for large-scale kernel machines. In Neural Infomration Processing Systems, 2007
    125
  31. S Bao, G Xue, X Wu, Y Yu, B Fei, Z Su.
    Optimizing web search using social annotations. In WWW ’07: Proceedings of the 16th international conference on World Wide Web, 2007
    124
  32. O Tuzel, F Porikli, P Meer.
    Human detection via classification on riemannian manifolds. In Proc. IEEE Conf. Computer Vision and Pattern Recognition, 2007
    124
  33. H P van Ditmarsch, W van der Hoek, B Kooi.
    Dynamic Epistemic Logic. 2007
    123
  34. G Wassermann, Z Su.
    Sound and precise analysis of web applications for injection vulnerabilities. In Proc. ACM SIGPLAN 2007 Conference on Programming Language Design and Implementation, 2007
    122
  35. G Gu, P Porras, V Yegneswaran, M Fong, W Lee.
    BotHunter: Detecting Malware Infection Through IDS-Driven Dialog Correlation. In USENIX Security, 2007
    122
  36. F Xu, J Tenenbaum.
    Word learning as Bayesian inference. Psychological Review, 2007
    121
  37. S Kim, S Pakzad, D Culler, J Demmel, G Fenves, S Glaser, M Turon.
    Health monitoring of civil infrastructures using wireless sensor networks. In IPSN ’07: Proceedings of the 6th international conference on Information processing in sensor networks, 2007
    121
  38. P Sen, A Deshpande.
    Representing and Querying Correlated Tuples in Probabilistic Databases. In Proc. of ICDE, 2007
    121
  39. M Ranzato, F J Huang, Y-L Boureau, Y LeCun.
    Unsupervised Learning of Invariant Feature Hierarchies with Applications to Object Recognition. In CVPR, 2007
    121
  40. Hsuan-Tien Lin, Chih-Jen Lin, Ruby C Weng.
    A note on platt’s probabilistic outputs for support vector machines. Machine Learning, 68(3):267, 2007
    121
  41. A Juels, B S Kaliski.
    Pors: proofs of retrievability for large files. In CCS ’07: Proceedings of the 14th ACM conference on Computer and communications security, 2007
    120
  42. Annamaria Lusardi, Olivia S Mitchell.
    Baby Boomer Retirement Security: The Roles of Planning, Financial Literacy, and Housing Wealth. Journal of Monetary Economics, 2007
    119
  43. M STONEBRAKER, S MADDEN, D J ABADI, S HARIZOPOULOS, N HACHEM, P HELLAND.
    The end of an architectural era (it’s time for a complete rewrite. In International Conference of Very Large Data Bases (VLDB, 2007
    119
  44. D J Abadi, A Marcus, S R Madden, K Hollenbach.
    Scalable semantic web data management using vertical partitioning. In Proceedings of the 33rd International Conference on Very Large Data Bases, 411–422. VLDB Endowment, 2007
    119
  45. X Hei, C Liang, J Liang, Y Liu, K Ross.
    A measurement study of a large-scale P2P IPTV system. IEEE Transactions on Multimedia, 2007
    118
  46. J Liu.
    Portfolio Selection in Stochastic Environments. Review of Financial Studies, 2007
    118
  47. B T Adler, L de Alfaro.
    A content-driven reputation system for the Wikipedia. In WWW’07. ACM, 2007
    116
  48. S Jaggi, M Langberg, S Katti, T Ho, D Katabi, M Médard.
    Resilient network coding in the presence of byzantine adversaries. In INFOCOMM, 2007
    114
  49. Birte Glimm, Ian Horrocks, Carsten Lutz, Ulrike Sattler.
    Conjunctive query answering for the description logic SHIQ. In Proc. of IJCAI’07, 2007
    114
  50. M Richardson, E Dominowska, R Ragno.
    Predicting clicks: estimating the click-through rate for new ads. In WWW ’07: Proceedings of the 16th international conference on World Wide Web, 2007
    114
  51. T Karagiannis, J-Y Le Boudec, M Vojnovic.
    Power law and exponential decay of inter contact times between mobile devices. In ACM MobiCom, 2007
    114
  52. M Dischinger, A Haeberlen, K P Gummadi, S Saroiu.
    Characterizing residential broadband networks. In Proc. of IMC, 2007
    113
  53. H Takeda, S Farsiu, P Milanfar.
    Kernel Regression for Image Processing and Reconstruction. TIP, 2007
    113
  54. N Beisert, B Eden, M Staudacher.
    Transcendentality and crossing. 2007
    111
  55. K Nissim, S Raskhodnikova, A Smith.
    Smooth sensitivity and sampling in private data analysis. In STOC ’07: Proceedings of the thirty-ninth annual ACM symposium on Theory of computing, 2007
    111
  56. T Werner.
    A linear programming approach to Max-sum problem: A review. IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI, 2007
    110
  57. T E Clark, K D West.
    Approximately Normal Tests for Equal Predictive Accuracy in Nested Models. Journal of Econometrics, 2007
    110
  58. T-Y Liu, J Xu, T Qin, W-Y Xiong, H Li.
    Letor: Benchmark dataset for research on learning to rank for information retrieval. In SIGIR ’07 Workshop, 2007
    109
  59. T Liu, J Sun, N-N Zheng, X Tang, H-Y Shum.
    Learning to detect a salient object. In IEEE Proc. Conf. Computer Vision and Pattern Recognition, 2007
    109
  60. D Huynh, S Mazzocchi, D R Karger.
    Piggy Bank: Experience the Semantic Web Inside Your Web Browser. In: J. Web Sem, 2007
    108
  61. P Massa, Avesani.
    P(2004) Trust-aware collaborative filtering for recommender systems. In Proceedings Of Federated Int. Conference, 2007
    108
  62. T G Andersen, T Bollerslev, F X Diebold.
    Roughing it up: Including jump components in the measurement, modeling and forecasting of return volatility. Review of Economics and Statistics, 2007
    108
  63. Q Mei, X Ling, M Wondra, H Su, C X Zhai.
    Topic sentiment mixture: Modeling facets and opinions in weblogs. In WWW 2007, 2007
    108
  64. H He, H Wang, J Yang, P S Yu.
    Blinks: ranked keyword searches on graphs. in Proc. of SIGMOD’07, 2007
    108
  65. J Nivre, J Hall, J Nilsson, A Chanev, G Eryigit, S Kübler, S Marinov, E Marsi.
    Maltparser: A language-independent system for datadriven dependency parsing. Natural Language Engineering. 2007
    108
  66. P Scovanner, S Ali, M Shah.
    A 3-Dimensional SIFT Descriptor and its Application to Action Recognition. In 15th International Conference on Multimedia, 2007
    106
  67. R Koetter, F Kschischang.
    Coding for errors and erasures in random network coding. In Proceedings of International Symposium on Information Theory, 2007
    106
  68. S Falcon, R Gentleman.
    Using GOstats to test gene lists for GO term association. Bioinformatics, 2007
    106
  69. S Williams, L Oliker, R Vuduc, J Shalf, K Yelick, J Demmel.
    Optimization of sparse matrix-vector multiplication on emerging multicore platforms. in Proc. SC2007: High performance computing, networking, and storage conference, 2007
    105
  70. K Takahashi, K Tanabe, M Ohnuki, M Narita, T Ichisaka, K Tomoda, S Yamanaka.
    Induction of pluripotent stem cells from adult human fibroblasts by defined factors. Cell, 2007
    105
  71. A Juditsky, G Lan, A Nemirovski, A Shapiro.
    Stochastic approximation approach to stochastic programming. SIAM Journal on Optimization. Submitted, 2007
    105
  72. A Banerjee, I S Dhillon, J Ghosh, S Merugu, D S Modha.
    A generalized Maximum Entropy approach to Bregman coclustering andmatrix approximation. Journal ofMachine Learning Research, 2007
    104
  73. A Andreeva, D Howorth, J M Chandonia, S E Brenner, T J Hubbard, C Chothia, A G Murzin.
    Data growth and its impact on the SCOP database: new developments. Nucleic Acids Res. 2007
    104
  74. Y Ke, R Sukthankar, M Hebert.
    Event detection in crowded videos. In IEEE ICCV, 2007
    104
  75. K Jensen, L M Kristensen, L Wells.
    Coloured Petri Nets and CPN Tools for Modelling and Validation of Concurrent Systems. International Journal on Software Tools for Technology Transfer (STTT, 2007
    104
  76. M Aguiar, G Gopinath.
    Emerging market business cycles: The cycle is the trend. Journal of Political Economy, 2007
    104
  77. L Cao, F Li.
    Spatially coherent latent topic model for concurrent object segmentation and classification. In IEEE International Conference on Computer Vision, 2007
    104
  78. J J Faith, B Hayete, J T Thaden, I Mogno, J Wierzbowski, G Cottarel, S Kasif, J J Collins, T S Gardner.
    Large-scale mapping and validation of Escherichia coli transcriptional regulation from a compendium of expression profiles. PLoS Biol, 2007
    104
  79. R Kumar, Y Liu, K Ross.
    Stochastic fluid theory for p2p streaming systems. in Proc. IEEE INFOCOM, 2007
    103
  80. M A Soliman, I F Ilyas, K C-C Chang.
    Top-k query processing in uncertain databases. In ICDE, 2007
    102
  81. H Berman, K Henrick, H Nakamura, J L Markley.
    The worldwide Protein Data Bank (wwPDB): ensuring a single, uniform archive of PDB data. Nucleic Acids Res, 2007
    102
  82. P Henry.
    Capital Account Liberalization: Theory, Evidence, and Speculation. Journal of Economic Literature, 2007
    102
  83. M Carpuat, D Wu.
    Improving Statistical Machine Translation using Word Sense Disambiguation. In Proceedings of EMNLPCoNLL, 2007
    102
  84. J Xu, H Li.
    AdaRank: a boosting algorithm for information retrieval. in SIGIR ’07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval, 2007
    102
  85. M Piatek, T Isdal, T Anderson, A Krishnamurthy, A Venkataramani.
    Do incentives build robustness in bittorrent. In NSDI07, 2007
    101
  86. H Ling, D W Jacobs.
    Shape Classification Using the Inner-Distance. IEEE Trans. PAMI, 2007
    101
  87. O Chapelle.
    Training a support vector machine in the primal. Neural Computation, 2007
    101