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. Emmanuel J Candès, Justin Romberg, Terence Tao.
    Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information,” Information Theory. IEEE Transactions on, 2006
    1414
  2. S Lazebnik, C Schmid, J Ponce.
    Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories. 2006
    1047
  3. S LaValle.
    Planning Algorithms. 2006
    709
  4. D Nistér, H Stewénius.
    Scalable recognition with a vocabulary tree. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR, 2006
    681
  5. Matthew Richardson, Pedro Domingos.
    Markov logic networks. 2006
    608
  6. F CHANG, J DEAN, S GHEMAWAT, W C HSIEH, D A WALLACH, M BURROWS, T CHANDRA, A FIKES, R E GRUBER.
    Bigtable: A distributed storage system for structured data. In Proceedings of the 7th Symposium on Operating Systems Design and Implementation, 2006
    608
  7. M Yuan, Y Lin.
    Model selection and estimation in regression with grouped variables. Journal of the Royal Statistical Society Series B, 2006
    559
  8. G E Hinton, S Osindero, Y-W Teh.
    A fast learning algorithm for deep belief nets. Neural Computation, 2006
    508
  9. A Machanavajjhala, J Gehrke, D Kifer, M Venkitasubramaniam.
    l-diversity: Privacy beyond k-anonymity. In CLDB, 2006
    481
  10. H Bay, T Tuytelaars, L V Gool.
    Surf: Speeded up robust features. in Computer Vision - ECCV, 2006
    478
  11. I Foster.
    Globus Toolkit Version 4: Software for Service-Oriented Systems. IFIP International Conference on Network and Parallel Computing, Springer-Verlag LNCS 3779, 2006
    438
  12. N andBühlmann Meinshausen, P.
    High dimensional graphs and variable selection with the. 2006
    409
  13. M Snover, B Dorr, R Schwartz, L Micciulla, J Makhoul.
    A study of translation edit rate with targeted human annotation. In Proc. of AMTA, 2006
    408
  14. I Tsochantaridis, T Joachims, T Hofmann, Y Altun.
    Large margin methods for structured and interdependent output variables. Journal of Machine Learning Research, 2006
    398
  15. Marie-Catherine De Marneffe, Bill MacCartney, Christopher D Manning.
    Generating typed dependency parses from phrase structure parses. In LREC, 2006
    394
  16. A F Smeaton, P Over, W Kraaij.
    Evaluation campaigns and TRECVid. In MIR '06: Proceedings of the 8th ACM International Workshop on Multimedia Information Retrieval (pp. 321{330, 2006
    370
  17. M Kanehisa, S Goto, M Hattori, K F Aoki-Kinoshita, M Itoh, S Kawashima, T Katayama, M Araki, M Hirakawa.
    From genomics to chemical genomics: new developments. in KEGG. Nucleic Acids Res. 34:D354–D357. VOL. 191, 2009 GENOME SEQUENCE OF M. CASEOLYTICUS JSCS5402 1189 o n February 27, 2014 by PENN STATE UNIV http://jb.asm.org/ D ow nloaded from, 2006
    367
  18. K Weinberger, J Blitzer, L Saul.
    Distance metric learning for large margin nearest neighbor classification. Advances in Neural Information Processing Systems 18, 2006
    362
  19. Y Benkler.
    The Wealth of Network: How Social Production Transforms Markets and. 2006
    362
  20. A Javed, O, M Shah.
    Object tracking: A survey. ACM Comput. Surv, 2006
    360
  21. K Asanovic, R Bodik, B C Catanzaro, J J Gebis, P Husbands, K Keutzer, D A Patterson, W L Plishker, J Shalf, S W Williams, K A Yelick.
    The landscape of parallel computing research: A view from Berkeley. 2006
    360
  22. M Belkin, P Niyogi, V Sindhwani.
    Manifold Regularization: A Geometric Framework for Learning from Labeled and Unlabeled Examples. Journal of Machine Learning Research, 2006
    356
  23. J Dongarra.
    Performance of Various Computers Using Standard Linear Equations Software. 2006
    350
  24. A Shokrollahi.
    Raptor codes. IEEE Trans. Inf. Theory, 2006
    344
  25. C Dwork, F Mcsherry, K Nissim, A Smith.
    Calibrating noise to sensitivity in private data analysis. In TCC, 2006
    342
  26. S Zhu, S Setia, S Jajodia.
    Leap: Efficient security mechanisms for large-scale distributed sensor networks. ACM Transactions on Sensor Networks (TOSN, 2006
    339
  27. C Dwork.
    Differential privacy. In ICALP, 2006
    332
  28. J C Niebles, H Wang, L Fei-Fei.
    Unsupervised learning of human action categories using spatialtemporal words. In BMVC, 2006
    331
  29. J Demšar.
    Statistical comparisons of classifiers over multiple data sets. Journal of Machine Learning Research, 2006
    328
  30. D H Huson, D Bryant.
    Application of phylogenetic networks in evolutionary studies. 2006
    327
  31. V Kolmogorov.
    Convergent tree-reweighted message passing for energy minimization. IEEE Trans. on Pattern Analysis and Machine Intelligence, 2006
    326
  32. J A Tropp.
    Just relax: convex programming methods for identifying sparse signals in noise. IEEE Trans. Inform. Theory, 2006
    326
  33. L Backstrom, D Huttenlocher, J Kleinberg, X Lan.
    Group formation in large social networks: membership, growth, and evolution. In KDD’06, 2006
    316
  34. J Burgess, B Gallagher, D Jensen, B Levine.
    MaxProp: Routing for Vehicle-Based Disruption-Tolerant Networking. In Proc. of IEEE Infocom, 2006
    315
  35. Ulrike von Luxburg.
    A tutorial on spectral clustering. 2006
    315
  36. Koby Crammer, Ofer Dekel, Joseph Keshet, Shai ShalevShwartz, Yoram Singer.
    Online passiveaggressive algorithms. Journal of Machine Learning Research, 2006
    311
  37. S Petrov, L Barrett, R Thibaux, D Klein.
    Learning accurate, compact, and interpretable tree annotation. In ACL ’06, 2006
    300
  38. Z Haas, J Halpern, L Li.
    Gossip-based ad hoc routing. IEEE/ACM Transactions on Networking (TON, 2006
    299
  39. T Ho, M Médard, R Koetter, D Karger, M Effros, J Shi, B Leong.
    A random linear network coding approach to multicast. IEEE Transaction on Information Theory, 2006
    294
  40. S Katti, H Rahul, W Hu, D Katabi, M Medard, J Crowcroft.
    XORs in the air: Practical wireless network coding. In ACM SIGCOMM, 2006
    294
  41. I Dagan, O Glickman, B Magnini.
    The PASCAL Recognising Textual Entailment Challenge. Lecture Notes in Computer Science, Volume 3944, 2006
    287
  42. D Dice, O Shalev, N Shavit.
    Transactional Locking II. In Lecture Notes in Computer Science, 2006
    274
  43. P Indyk.
    Stable distributions, pseudorandom generators, embeddings, and data stream computation. J. ACM, 2006
    265
  44. Arvind Arasu, Shivnath Babu, Jennifer Widom.
    The CQL continuous query language: semantic foundations and query execution. The VLDB Journal, 2006
    264
  45. R Szeliski, R Zabih, D Scharstein, O Veksler, V Kolmogorov, A Agarwala, M Tappen, C Rother.
    A comparative study of energy minimization methods for markov random fields. In Proc. European Conference on Computer Vision (ECCV, 2006
    263
  46. C Stark, B J Breitkreutz, T Reguly, L Boucher, A Breitkreutz, M Tyers.
    Biogrid: a general repository for interaction datasets. Nucleic Acids Res, 34(Database issue. 2006
    261
  47. S Buchholz, E Marsi.
    CoNLL-X shared task on multilingual dependency parsing. In CoNLL, 2006
    260
  48. M E J Newman.
    Finding community structure in networks using the eigenvectors of matrices’, Phys. Rev. E, 2006
    258
  49. X Lin, N B Shroff.
    The Impact of Imperfect Scheduling on Cross-Layer Congestion Control in Wireless Networks. IEEE/ACM Transactions on Networking, 2006
    249
  50. R Dhamija, J D Tygar, M Hearst.
    Why phishing works. Proc. CHI ’06, ACM Press, 2006
    247
  51. C Cadar, V Ganesh, P M Pawlowski, D L Dill, D R Engler.
    EXE: Automatically Generating Inputs of Death. In ACM CCS, 2006
    246
  52. L Kocsis, C Szepesvári.
    Bandit Based Monte-Carlo Planning. In Machine Learning: ECML 2006, volume 4212 of LNCS, 2006
    244
  53. P andYu Zhao, B.
    On model selection consistency of LASSO. J. Machine Learning Research, 2006
    242
  54. X Leroy.
    Formal certification of a compiler back-end, or: Programming a compiler with a proof assistant. 33rd symposium Principles of Programming Languages, 2006
    241
  55. Chen Wang, S Naughton.
    On supporting containment Queries in relational data base management Systems. Proc. of SIGMOD Conference, 2006
    240
  56. E A Lee.
    The Problem with Threads. Computer, 2006
    237
  57. L Grady.
    Random walks for image segmentation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2006
    237
  58. Ian Horrocks, Oliver Kutz, Ulrike Sattler.
    The even more irresistible SROIQ. In Procs. of the 10th International Conference on Principles of Knowledge Representation and Reasoning (KR 2006, 2006
    236
  59. M KAZHDAN, M BOLITHO, H HOPPE.
    Poisson surface reconstruction. In Proc. SGP. 61–70, 2006
    230
  60. A Ramachandran, N Feamster.
    Understanding the network-level behavior of spammers. SIGCOMM Comput. Commun. Rev, 2006
    230
  61. B Hull, V Bychkovsky, Y Zhang, K Chen, M Goraczko, A Miu, E Shih, H Balakrishnan, S Madden.
    Cartel: A distributed mobile sensor computing system. In SenSys ’06: Proceedings of the 4th International Conference on Embedded Networked Sensor Systems, 2006
    230
  62. A Juels.
    RFID security and privacy: A research survey. IEEE Journal on Selected Areas in Communications, 2006
    229
  63. Salman A Baset, Henning G Schulzrinne.
    An Analysis of the Skype Peer-to-Peer Internet Telephony Protocol. 2006
    229
  64. S Boyd, A Ghosh, B Prabhakar, D Shah.
    Randomized Gossip Algorithms. IEEE/ACM Transactions on networking, 2006
    229
  65. J A Tropp, A C Gilbert, M J Strauss.
    Algorithms for simultaneous sparse approximation. Part I: Greedy pursuit. in Proc. IEEE Int, 2006
    227
  66. B Russell, A Efros, J Sivic, W Freeman, A Zisserman.
    Using multiple segmentations to discover objects and their extent in image collections. In CVPR, 2006
    226
  67. M Helmert.
    The Fast Downward planning system. JAIR, 2006
    224
  68. T Ahonen, A Hadid, M Pietikäinen.
    Face description with local binary patterns: Application to face recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2006
    224
  69. J Davis, M Goadrich.
    The relationship between Precision-Recall and ROC curves. In ICML 06: Proceedings of the 23rd International Conference on Machine Learning, ACM, 2006
    222
  70. S Boccaletti, V Latora, Y Moreno, M Chavez, D-U Hwang.
    Complex networks: Structure and dynamics. Physics Reports, 2006
    220
  71. Michel Galley, Jonathan Graehl, Kevin Knight, Daniel Marcu, Steve DeNeefe, Wei Wang, Ignacio Thayer.
    Scalable inferences and training of context-rich syntax translation models. 2006
    220
  72. M Buettner, G V Y, E Anderson, R Han.
    XMAC: a short preamble MAC protocol for duty-cycled wireless sensor networks. Intl. Conference on Embedded Networked Sensor Systems (SenSys, 2006
    218
  73. D Krueger, F Perri.
    Does income inequality lead to consumption inequality? Evidence and theory. Review of Economic Studies. 2006
    217
  74. M H Pesaran.
    Estimation and inference in large heterogeneous panels with a multifactor error structure. Econometrica, 2006
    216
  75. P Brohan, J J Kennedy, I Harris, S F B Tett, P D Jones.
    Uncertainty estimates in regional and global observed temperature changes: a new dataset from 1850. 2006
    215
  76. J Y Campbell.
    Household Finance. Journal of Finance, 2006
    215
  77. B Dutertre, L M de Moura.
    A fast linear-arithmetic solver for dpll(t. CAV, LNCS 4144, 2006
    215
  78. S Griffiths-Jones, R J Grocock, S van Dongen, A Bateman, A J Enright.
    miRBase: microRNA sequences, targets and gene nomenclature. Nucleic Acids Res, 2006
    212
  79. H V Madhyastha, T Isdal, M Piatek, C Dixon, T Anderson, A Krishnamurthy, A Venkataramani.
    iPlane: An information plane for distributed services. In Symposium on Operating Systems Design and Implementation (OSDI, 2006
    209
  80. D Tsarkov, I Horrocks.
    FaCT++ description logic reasoner: System description. In Proc. of IJCAR, 2006
    208
  81. A Hinton, M Kwiatkowska, G Norman, D Parker.
    PRISM: A tool for automatic verification of probabilistic systems. In Proc. 12th Conf. on Tools and Algorithms for the Construction and Analysis of Systems, volume 3920 of LNCS, 2006
    207
  82. B Saha, A-R Adl-Tabatabai, R L Hudson, C C Minh, B Hertzberg.
    McRT-STM: a high performance software transactional memory system for a multi-core runtime. In PPoPP’06: Procedding of the eleventh ACM SIGPLAN Symposium on Principles and Practice of parallel programming, 2006
    205
  83. A Bletsas, A Khisti, D P Reed, A Lippman.
    A simple cooperative diversity method based on network path selection. IEEE Journal on Selected Areas in Communications, 2006
    204
  84. Rosie Jones, Benjamin Rey, Omid Madani, Wiley Greiner.
    Generating query substitutions. In Proceedings of the 15th World Wide Web Conference, 2006
    201
  85. T Baba, T Ara, M Hasegawa, Y Takai, Y Okumura, M Baba, K A Datsenko, M Tomita, B L Wanner, H Mori.
    Construction of Escherichia coli K-12 in-frame, single-gene knockout mutants: the Keio collection. Mol. Syst. Biol, 2006
    200
  86. D Hoiem, A A Efros, M Hebert.
    Putting objects in perspective. In CVPR, 2006
    200
  87. A Hirst Budanitsky, G.
    Evaluating WordNetbased measures of lexical semantic relatedness. Computational Linguistics, 2006
    199
  88. K LeFevre, D DeWitt, R Ramakrishnan.
    Mondrian multidimensional k-anonymity. In ICDE, 2006
    198
  89. M Armstrong.
    Competition in two-sided markets. Rand Journal of Economics, 2006
    195
  90. D Roodman.
    How to Do xtabond2: An Introduction to ‘Difference’ and ‘System. GMM in Stata, Working Paper No. 103, Center for Global Development, 2006
    194
  91. R J Barro.
    Rare Disasters and Asset Markets in the Twentieth Century, Quarterly. Journal of Economics, 2006
    193
  92. Y Weiss, W T Freeman.
    On the optimality of solutions of the max-product belief-propagation algorithm in arbitrary graphs. IEEE Transactions on Information Theory, 2006
    193
  93. A Esuli, F Sebastiani.
    SentiWordNet: A publicly available lexical resource for opinion mining. In Proceedings of LREC 2006, 5th conference on language resources and evaluation, 2006
    193
  94. R D Finn, J Mistry, B Schuster-Bockler, S Griffiths-Jones, V Hollich, T Lassmann, S Moxon, M Marshall, A Khanna, R Durbin.
    Pfam: clans, web tools and services. Nucleic Acids Res, 2006
    192
  95. A Chaintreau, P Hui, J Crowcroft, C Diot, R Gass, J Scott.
    Impact of Human Mobility on the Design of Opportunitic Forwarding Algorithms. In IEEE International Conference on Computer Communications (INFOCOM, 2006
    191
  96. S A Weil, S A Brandt, E L Miller, D D E Long, C Maltzahn.
    Ceph: A scalable, high-performance distributed file system. In Proceedings of the 7th Symposium on Operating Systems Design and Implementation (OSDI, 2006
    191
  97. G Werner-Allen, K Lorincz, J Johnson, J Lees, M Welsh.
    Fidelity and yield in a volcano monitoring sensor network. In OSDI, 2006
    190
  98. Vartika Bhandari, Nitin H Vaidya.
    Capacity of Multi-Channel Wireless Networks with Random Channel Assignment: A Tight Bound. 2006
    188
  99. D L Donoho, Y Tsaig, I Drori, J-L Starck.
    Sparse Solution of Underdetermined Linear Equations by Stagewise Orthogonal Matching Pursuit, Stanford. 2006
    185
  100. Charles Engel, Kenneth D West.
    Exchange Rates and Fundamentals. University of Wisconsin, 2006
    185