Most Cited Computer Science Citations

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. T White
    Hadoop: The Definitive Guide 2012
    125
  2. George E Dahl, Dong Yu, Li Deng, Alex Acero
    Context-dependent pre-trained deep neural networks for large-vocabulary speech recognition. Audio, Speech, and Language Processing, IEEE Transactions on, 2012
    90
  3. A Krizhevsky, I Sutskever, G E Hinton
    Imagenet classification with deep convolutional neural networks. In Advances in Neural Information Processing Systems (NIPS, 2012
    88
  4. P J Mohr, B N Taylor, D B Newell
    CODATA recommended values of the fundamental physical constants: 2010. doi: 10.1103/RevModPhys.84.1527. url: http://link.aps.org/doi/10.1103/ RevModPhys.84.1527, 2012
    84
  5. S N Negahban, P Ravikumar, P Ravikumar, M J Wainwright, B Yu
    A Unified framework for highdimensional analysis of M-Estimators with decomposable regularizers. Statis. Sci, 2012
    84
  6. S James Press
    Applied multivariate analysis: using Bayesian and frequentist methods of inference 2012
    79
  7. G Imbens, K Kalyanaraman
    Optimal bandwidth choice for the regression discontinuity estimator Review of Economic Studies, 2012
    77
  8. A Cal̀ı, G Gottlob, T Lukasiewicz
    A general datalog-based framework for tractable query answering over ontologies. J. of Web Semantics, 2012
    72
  9. M Bóna
    Combinatorics of permutations 2012
    72
  10. J E Laird
    The Soar Cognitive Architecture. 2012
    71
  11. D M Blei
    Introduction to probabilistic topic models. Communications of the ACM, 2012
    71
  12. M Bostock
    D3.js. Data Driven Documents. 2012
    65
  13. U S Embassy-
    Dakar official. E-mail communication to USDOL official 2012
    60
  14. M Reitblatt, N Foster, J Rexford, C Schlesinger, D Walker
    Abstractions for network update. In SIGCOMM, 2012
    59
  15. M Brunnermeier, Y Sannikov
    A Macroeconomic Model with a Financial Sector,” mimeo. 2012
    59
  16. V Chandrasekhar, G Takacs, D Chen, S Tsai, Y Reznik, R Grzeszczuk, B Girod
    Compressed histogram of gradients: A low-bitrate descriptor. International Journal of Computer Vision, 2012
    57
  17. R Shimer
    Reassessing the Ins and Outs of Unemployment. Review of Economic Dynamics, 2012
    55
  18. D Laibson, A Repetto, J Tobacman
    Estimating Discount Functions with Consumption Choices over the Lifecycle. American Economic Review. 2012
    53
  19. A Delong, A Osokin, H N Isack, Boykov
    Y.: Fast approximate energy minimization with label costs. IJCV, 2012
    52
  20. Y Zhou, X Jiang
    Dissecting Android Malware: Characterization and Evolution in Proceedings of the 33rd IEEE Symposium on Security and Privacy, 2012
    50
  21. Geoffrey Hinton, Li Deng, Dong Yu, George E Dahl, Abdelrahman Mohamed, Navdeep Jaitly, Andrew Senior, Vincent Vanhoucke, Patrick Nguyen, Tara N Sainath
    neural networks for acoustic modeling in speech recognition: The shared views of four research groups. Signal Processing Magazine, IEEE, 2012
    50
  22. V V Williams
    Multiplying matrices faster than coppersmith-winograd. In Proceedings of STOC’12, 2012
    48
  23. Q Le, M Ranzato, R Monga, M Devin, K Chen, G Corrado, J Dean, A Ng
    Building high-level features using large scale unsupervised learning. In ICML, 2012
    47
  24. M Duarte, S Sarvotham, D Baron, M Wakin, R Baraniuk
    Distributed compressed sensing of jointly sparse signals. in Proc. 2005 Asilomar Conf. Signals, Syst. Computations, 2012
    47
  25. P Kazemian, G Varghese, N McKeown
    Header space analysis: static checking for networks. In Proc. NSDI, 2012
    47
  26. T White
    Hadoop: The Definitive Guide. O’Reilly 2012
    45
  27. V Chandrasekaran, B Recht, P A Parrilo, A S Willsky
    The convex geometry of linear inverse problems. Foundations of Computational Mathematics, 2012
    44
  28. F Bach, R Jenatton, J Mairal, G Obozinski
    Optimization with sparsity-inducing penalties. Foundations and Trends in Machine Learning, 2012
    44
  29. A Geiger, P Lenz, R Urtasun
    Are we ready for autonomous driving? the kitti vision benchmark suite. in Computer Vision and Pattern Recognition (CVPR, 2012
    43
  30. J Dick-Nielsen, P Feldhutter, D Lando
    Corporate bond liquidity before and after the on-set of the subprime crisis Journal of Financial Economics, 2012
    42
  31. Richard Socher, Brody Huval, Christopher D Manning, Andrew Y Ng
    Semantic compositionality through recursive matrix-vector spaces. In Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012
    41
  32. J Gall, A Yao, N Razavi, L Van Gool, V Lempitsky
    Hough forests for object detection, tracking, and action recognition. In ACCV, 2012
    41
  33. W Mason, S Suri
    Conducting behavioral research on Amazon’s Mechanical Turk. Behavior research methods 2012
    41
  34. K Tutuncuoglu, A Yener
    Optimum transmission policies for battery limited energy harvesting nodes IEEE Trans. Wireless Comm, 2012
    40
  35. R C Johnson, G Noguera
    Accounting for Intermediates: Production Sharing and Trade in Value Added. Journal of International Economics, 2012
    40
  36. M Zhou, H Chen, J Paisley, L Ren, L Li, Z Xing, D Dunson, G Sapiro, L Carin
    Nonparametric Bayesian dictionary learning for analysis of noisy and incomplete images. IEEE Trans. Image Process, 2012
    39
  37. A P Felt, E Ha, S Egelman, A Haney, E Chin, D Wagner
    Android permissions: User attention, comprehension, and behavior. In ACM SOUPS, 2012
    39
  38. T Menzies, B Caglayan, Z He, E Kocaguneli, J Krall, F Peters, B Turhan
    The promise repository of empirical software engineering data 2012
    39
  39. Hess Chung, Jean-Philippe Laforte, David Reifschneider, John C Williams
    Have We Underestimated the Likelihood and Severity of Zero Lower Bound Events. Journal of Money, Credit, and Banking, 2012
    38
  40. Shawn Cole, Xavier Gine, Jeremy Tobacman, Robert Townsend, Petia Topalova, James Vickery
    Barriers to Household Risk Management: Evidence from India”. Working Paper 09-116 2012
    37
  41. R Achanta, A Shaji, K Smith, A Lucchi, P Fua, S Süsstrunk
    SLIC superpixels compared to state-of-the-art superpixel methods ISSN, 2012
    37
  42. Nir Bitansky, Ran Canetti, Alessandro Chiesa, Eran Tromer
    From extractable collision resistance to succinct non-interactive arguments of knowledge, and back again. 3rd Innovations in Theoretial Computer Science, 2012
    37
  43. B Liu
    Sentiment analysis and opinion mining. Synthesis Lectures on Human Language Technologies, Morgan & Claypool, 2012
    37
  44. C Strecha, A Bronstein, M Bronstein, P Fua
    LDAHash: Improved matching with smaller descriptors. IEEE Trans. Pattern Analysis and Machine Intelligence, 2012
    37
  45. Sanford Friedenthal, Alan Moore, Rick Steiner
    A Practical Guide to SysML: The Systems Modeling Language 2012
    36
  46. M Rodriguez-Muro, Calvanese
    D.: High performance query answering over DL-Lite ontologies. In: Proc. of the 13th Int. Conf. on the Principles of Knowledge Representation and Reasoning (KR, 2012
    36
  47. T Rompf, Odersky
    M.: Lightweight modular staging: A pragmatic approach to runtime code generation and compiled DSLs Commun. ACM, 2012
    36
  48. N Silberman, D Hoiem, P Kohli, R Fergus
    Indoor Segmentation and Support Inference from RGBD Images. In ECCV, 2012
    36
  49. G B Dahl, L Lochner
    The impact of family income on child achievement: Evidence from the earned income tax credit. American Economic Review, 2012
    36
  50. J Yang, S Ulukus
    Optimal packet scheduling in an energy harvesting communication system. IEEE Trans. Comm, 2012
    36
  51. S DellaVigna, J A List, U Malmendier
    Testing for Altruism and Social Pressure in Charitable Giving. The Quarterly. Journal of Economics, 2012
    35
  52. D Polit, C T Beck
    Nursing Research: Generating and Assessing Evidence for Nursing Practice; Wolters Kluwer Health/Lippincott Williams & Wilkins cop 2012
    35
  53. K P Murphy
    Machine Learning: A Probabilistic Perspective TABLE VII THE SELECTED INPUTS AND LOO ERRORS FOR THE TRIAZINES DATA. BOLD VALUES REPRESENT OPTIMAL CHOICES IN THE SENSE OF THE LOWEST ERROR WITH THE SMALLEST SET OF, 2012
    35
  54. E Estrada
    The Structure of Complex Networks 2012
    35
  55. M Kaess, H Johannsson, R Roberts, V Ila, J Leonard, F Dellaert
    iSAM2: Incremental smoothing and mapping using the Bayes tree. Intl. J. of Robotics Research, 2012
    34
  56. Emmanuel Farhi, Jean Tirole
    Collective moral hazard, maturity mismatch and systemic bailouts. American Economic Review, 2012
    33
  57. C A Sutton, A McCallum
    An Introduction to Conditional Random Fields. Foundations and Trends in Machine Learning, 2012
    33
  58. “IEEE standard
    for local and metropolitan area networks IEEE 802.15.6-2012 — Part 15.6: Wireless Body Area networks, 2012
    33
  59. M C Grace, W Zhou, X Jiang, Sadeghi
    A.R.: Unsafe exposure analysis of mobile in-app advertisements. In: Proceedings of the 5th ACM Conference on Security and Privacy in Wireless and Mobile Networks, WISEC, 2012
    33
  60. Y Low, D Bickson, J Gonzalez, C Guestrin, A Kyrola, J M Hellerstein
    Distributed GraphLab: a framework for machine learning and data mining in the cloud. VLDB Endow, 2012
    33
  61. C Chekuri, N Korula, M Pál
    Improved algorithms for orienteering and related problems. ACM Transactions on Algorithms (TALG, 2012
    33
  62. A Banfi, G P Salam, G Zanderighi, J High
    Energy Phys 2012
    32
  63. Roger A Horn, Charles R Johnson
    Matrix analysis. Cambridge university press 2012
    32
  64. G Bosilca, A Bouteiller, A Danalis, T Herault, P Lemarinier, J Dongarra
    DAGuE: A generic distributed DAG engine for High Performance. Computing,” Parallel Computing, 2012
    31
  65. D Mellinger, N Michael, V Kumar
    Trajectory generation and control for precise aggressive maneuvers with quadrotors Internatiional Journal of Robotics Research, 2012
    31
  66. J Laurila, D Gatica-Perez, I Aad, J Blom, O Bornet, T Do, O Dousse, J Eberle, M Miettinen
    The mobile data challenge: Big data for mobile computing research. In Mobile Data Challenge by Nokia Workshop, in conjunction with International Conference on Pervasive Computing, 2012
    31
  67. C Le Goues, M Dewey-Vogt, S Forrest, W Weimer
    A Systematic Study of Automated Program Repair: Fixing 55 out of 105 Bugs for $8 each. in: International Conference on Software Engineering, 2012
    31
  68. J Bonneau
    The science of guessing: Analyzing an anonymized corpus of 70 million passwords. In: Proc. 33th IEEE Symp. on Security and Privacy, 2012
    31
  69. Supply
    demand for cereals in 2012
    31
  70. M Roughan, Y Zhang, W Willinger, L Qiu
    Spatio-temporal compressive sensing and internet traffic matrices. IEEE/ACM Transactions on Networking, 2012
    31
  71. Guanghui Lan
    An optimal method for stochastic composite optimization. Math. Prog, 2012
    31
  72. Jason Abaluck, Jonathan Gruber
    Choice Inconsistencies Among the Elderly: Evidence from Plan Choice in the Medicare Part D Program”, Forthcoming: American Economic Review, 2012
    31
  73. G E Hinton, N Srivastava, A Krizhevsky, I Sutskever, R R Salakhutdinov
    Improving neural networks by preventing co-adaptation of feature detectors. arXiv preprint arXiv:1207.0580. 2012
    31
  74. M Canini, D Venzano, P Perešíni, D Kostić, J Rexford
    A NICE way to test OpenFlow applications In Proc. NSDI, 2012
    30
  75. A Pathak, Y C Hu, M Zhang
    Where is the energy spent inside my app?: fine grained energy accounting on smartphones with Eprof. in Proceedings of the 7th ACM european conference on Computer Systems, 2012
    30
  76. Jia Deng, Alex Berg, Sanjeev Satheesh, Hao Su, Aditya Khosla, Fei-Fei Li
    Large scale visual recognition challenge In http://www.imagenet.org/challenges/LSVRC/2012/index, 2012
    30
  77. P Krähenbühl, V Koltun
    Efficient inference in fully connected crfs with gaussian edge potentials,” arXiv preprint arXiv:1210.5644. 2012
    30
  78. J CANDIA, M C GONZÁLEZ, P WANG, T SCHOENHARL, G MADEY, A L BARABÁSI
    Uncovering individual and collective human dynamics from mobile phone records 2012
    30
  79. you Hey
    get off of my market: Detecting malicious apps in official and alternative android markets In NDSS, 2012
    30
  80. B Kreuter, a shelat, C-H Shen
    Billion-gate secure computation with malicious adversaries. In Proceedings of the USENIX Security Symposium, 2012
    30
  81. A Talwalkar, S Kumar, H Rowley
    Large-scale manifold learning. University of Maryland, College, 2012
    29
  82. D Micciancio, C Peikert
    Trapdoors for Lattices In EUROCRYPT, volume 7237 of LNCS, 2012
    29
  83. C Gentry, S Halevi, N Smart
    Fully homomorphic encryption with polylog overhead. Advances in Cryptology–EUROCRYPT 2012, 2012
    29
  84. S Petrov, D Das, R McDonald
    A universal part-of-speech tagset. In LREC, 2012
    29
  85. S Turkle
    Alone Together: Why We Expect More from Technology and Less from Each Other. Basic Books 2012
    29
  86. W3C
    Resource description framework (rdf): Concepts and abstract data model. www.w3.org/TR/2002/WD-rdf-concepts-20020829 2012
    29
  87. G Eggerttson, P Krugman
    Debt, deleveraging, and the liquidity trap: a Fisher-Minsky Koo approach. The Quarterly. Journal of Economics, 2012
    29
  88. J M Bioucas-Dias, A Plaza, N Dobigeon, M Parente, Q Du, P Gader
    Hyperspectral unmixing overview: Geometrical, statistical, and sparse regression-based approaches. IEEE J. Sel. Topics Appl. Earth Observ, 2012
    28
  89. E Kamar, S Hacker, E Horvitz
    Combining human and machine intelligence in large–scale crowdsourcing. AAMAS, 2012
    28
  90. J C Corbett, J Dean, M Epstein, A Fikes, C Frost, J J Furman, S Ghemawat, A Gubarev, C Heiser, P Hochschild, W Hsieh, S Kanthak, E Kogan, H Li, A Lloyd, S Melnik, D Mwaura, D Nagle, S Quinlan, R Rao, L Rolig, Y Saito, M Szymaniak, C Taylor, R Wang, D Woodford
    Spanner: Google’s globally-distributed database. In OSDI, 2012
    28
  91. C Ellison, G Rosu
    An executable formal semantics of c with applications In Proceedings of the 39th Annual ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages, POPL ’12, 2012
    28
  92. J Mairal, F Bach, J Ponce
    Task-driven dictionary learning. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012
    27
  93. K E Taylor, R J Stouffer, G A Meehl
    An overview of CMIP5 and the experiment design Bull. Am. Meteorol. Soc, 2012
    27
  94. Green Growth
    and the Efficient Use of Natural Resources Reilly 2012
    27
  95. J Bricongne, L Fontagné, G Gaulier, D Taglioni, V Vicard
    Firms and the Global Crisis: French Exports in the Turmoil Journal of International Economics, 2012
    27
  96. J Salamon, E Gómez
    Melody extraction from polyphonic music signals using pitch contour characteristics. IEEE Transactions on Audio, Speech and Language Processing, 2012
    27
  97. N Nadhem, K Paterson
    Plaintext-recovery attacks against datagram TLS. Network and Distributed System Security Symposium, 2012
    27
  98. R Navigli, S P Ponzetto
    Babelnet: The automatic construction, evaluation and application of a widecoverage multilingual semantic network. Artif. Intell, 2012
    27
  99. E Kushilevitz, S Lu, R Ostrovsky
    On the (in)security of hash-based oblivious RAM and a new balancing scheme. In SODA, 2012
    27
  100. E Stefanov, E Shi, D Song
    Towards practical oblivious RAM In Proceedings of Network and Distributed System Security Symposium, 2012
    27