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Sheng Ma: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Irina Rish, Mark Brodie, Sheng Ma
    Accuracy vs. Efficiency Trade-offs in Probabilistic Diagnosis. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 2002, pp:560-566 [Conf]
  2. Tao Li, Mitsunori Ogihara, Sheng Ma
    On combining multiple clusterings. [Citation Graph (0, 0)][DBLP]
    CIKM, 2004, pp:294-303 [Conf]
  3. Joseph L. Hellerstein, Sheng Ma
    Mining Event Data for Actionable Patterns. [Citation Graph (0, 0)][DBLP]
    Int. CMG Conference, 2000, pp:307-318 [Conf]
  4. Mark M. Maccabee, Sheng Ma
    Web Application Performance: Realistic Work Load for Stress Test. [Citation Graph (0, 0)][DBLP]
    Int. CMG Conference, 2002, pp:353-362 [Conf]
  5. Dimitris Papadopoulos, Carlotta Domeniconi, Dimitrios Gunopulos, Sheng Ma
    Clustering gene expression data in SQL using locally adaptive metrics. [Citation Graph (0, 0)][DBLP]
    DMKD, 2003, pp:35-41 [Conf]
  6. Sheng Ma, Joseph L. Hellerstein
    EventBrowser: A Flexible Tool for Scalable Analysis of Event Data. [Citation Graph (0, 0)][DBLP]
    DSOM, 1999, pp:285-296 [Conf]
  7. David J. Taylor, Nagui Halim, Joseph L. Hellerstein, Sheng Ma
    Scalable Visualization of Event Data. [Citation Graph (0, 0)][DBLP]
    DSOM, 2000, pp:47-58 [Conf]
  8. Wei Peng, Tao Li, Sheng Ma
    Mining Logs Files for Computing System Management. [Citation Graph (0, 0)][DBLP]
    ICAC, 2005, pp:309-310 [Conf]
  9. Mark Brodie, Sheng Ma, Guy M. Lohman, Laurent Mignet, Natwar Modani, Mark Wilding, Jon Champlin, Peter Sohn
    Quickly Finding Known Software Problems via Automated Symptom Matching. [Citation Graph (0, 0)][DBLP]
    ICAC, 2005, pp:101-110 [Conf]
  10. Genady Grabarnik, Abdi Salahshour, Balan Subramanian, Sheng Ma
    Generic Adapter Logging Toolkit. [Citation Graph (0, 0)][DBLP]
    ICAC, 2004, pp:308-309 [Conf]
  11. David Loewenstern, Sheng Ma, Abdi Salahshour
    PICCIL: Interactive Learning to Support Log File Categorization. [Citation Graph (0, 0)][DBLP]
    ICAC, 2005, pp:311-312 [Conf]
  12. Sheng Ma, Joseph L. Hellerstein
    Mining Partially Periodic Event Patterns with Unknown Periods. [Citation Graph (0, 0)][DBLP]
    ICDE, 2001, pp:205-214 [Conf]
  13. Wei Fan, Haixun Wang, Philip S. Yu, Sheng Ma
    Is random model better? On its accuracy and efficiency. [Citation Graph (0, 0)][DBLP]
    ICDM, 2003, pp:51-58 [Conf]
  14. Tao Li, Sheng Ma
    Mining Temporal Patterns Without Predefined Time Windows. [Citation Graph (0, 0)][DBLP]
    ICDM, 2004, pp:451-454 [Conf]
  15. Sheng Ma, Joseph L. Hellerstein
    Mining Mutually Dependent Patterns. [Citation Graph (0, 0)][DBLP]
    ICDM, 2001, pp:409-416 [Conf]
  16. Sheng Ma, Joseph L. Hellerstein, Chang-Shing Perng, Genady Grabarnik
    Progressive and Interactive Analysis of Event Data Using Event Miner. [Citation Graph (0, 0)][DBLP]
    ICDM, 2002, pp:661-664 [Conf]
  17. Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein
    FARM: A Framework for Exploring Mining Spaces with Multiple Attributes. [Citation Graph (0, 0)][DBLP]
    ICDM, 2001, pp:449-456 [Conf]
  18. Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein
    User-directed Exploration of Mining Space with Multiple Attributes. [Citation Graph (0, 0)][DBLP]
    ICDM, 2002, pp:394-401 [Conf]
  19. Ricardo Vilalta, Sheng Ma
    Predicting Rare Events In Temporal Domains. [Citation Graph (0, 0)][DBLP]
    ICDM, 2002, pp:474-481 [Conf]
  20. Haixun Wang, Chang-Shing Perng, Sheng Ma, Philip S. Yu
    Mining Associations by Pattern Structure in Large Relational Tables. [Citation Graph (0, 0)][DBLP]
    ICDM, 2002, pp:482-489 [Conf]
  21. Fei Wang, Sheng Ma, Liuzhong Yang, Tao Li
    Recommendation on Item Graphs. [Citation Graph (0, 0)][DBLP]
    ICDM, 2006, pp:1119-1123 [Conf]
  22. Chang-Shing Perng, Haixun Wang, Sheng Ma
    Fast Relevance Discovery in Time Series. [Citation Graph (0, 0)][DBLP]
    ICDM, 2006, pp:1016-1020 [Conf]
  23. Hui Xiong, Mark Brodie, Sheng Ma
    TOP-COP: Mining TOP-K Strongly Correlated Pairs in Large Databases. [Citation Graph (0, 0)][DBLP]
    ICDM, 2006, pp:1162-1166 [Conf]
  24. Tao Li, Sheng Ma, Mitsunori Ogihara
    Entropy-based criterion in categorical clustering. [Citation Graph (0, 0)][DBLP]
    ICML, 2004, pp:- [Conf]
  25. Mark Brodie, Irina Rish, Sheng Ma, Natalia Odintsova
    Active Probing Strategies for Problem Diagnosis in Distributed Systems. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2003, pp:1337-1338 [Conf]
  26. Chuanyi Ji, Sheng Ma, Xusheng Tian
    Approximation Capability of Independent Wavelet Models to Heterogeneous Network Traffic. [Citation Graph (0, 0)][DBLP]
    INFOCOM, 1999, pp:170-177 [Conf]
  27. Sheng Ma, Chuanyi Ji
    Modeling Video Traffic in the Wavelet Domain. [Citation Graph (0, 0)][DBLP]
    INFOCOM, 1998, pp:201-208 [Conf]
  28. Alina Beygelzimer, Chang-Shing Perng, Sheng Ma
    Fast ordering of large categorical datasets for better visualization. [Citation Graph (0, 0)][DBLP]
    KDD, 2001, pp:239-244 [Conf]
  29. Tao Li, Feng Liang, Sheng Ma, Wei Peng
    An integrated framework on mining logs files for computing system management. [Citation Graph (0, 0)][DBLP]
    KDD, 2005, pp:776-781 [Conf]
  30. Chang-Shing Perng, David Thoenen, Genady Grabarnik, Sheng Ma, Joseph L. Hellerstein
    Data-driven validation, completion and construction of event relationship networks. [Citation Graph (0, 0)][DBLP]
    KDD, 2003, pp:729-734 [Conf]
  31. Ramendra K. Sahoo, Adam J. Oliner, Irina Rish, Manish Gupta, José E. Moreira, Sheng Ma, Ricardo Vilalta, Anand Sivasubramaniam
    Critical event prediction for proactive management in large-scale computer clusters. [Citation Graph (0, 0)][DBLP]
    KDD, 2003, pp:426-435 [Conf]
  32. Chuanyi Ji, Sheng Ma
    Combinations of Weak Classifiers. [Citation Graph (0, 0)][DBLP]
    NIPS, 1996, pp:494-500 [Conf]
  33. Sheng Ma, Chuanyi Ji
    Wavelet Models for Video Time-Series. [Citation Graph (0, 0)][DBLP]
    NIPS, 1997, pp:- [Conf]
  34. Carlotta Domeniconi, Chang-Shing Perng, Ricardo Vilalta, Sheng Ma
    A Classification Approach for Prediction of Target Events in Temporal Sequences. [Citation Graph (0, 0)][DBLP]
    PKDD, 2002, pp:125-137 [Conf]
  35. Carlotta Domeniconi, Dimitris Papadopoulos, Dimitrios Gunopulos, Sheng Ma
    Subspace Clustering of High Dimensional Data. [Citation Graph (0, 0)][DBLP]
    SDM, 2004, pp:- [Conf]
  36. Alina Beygelzimer, Emre Erdogan, Sheng Ma, Irina Rish
    Statictical Models for Unequally Spaced Time Series. [Citation Graph (0, 0)][DBLP]
    SDM, 2005, pp:- [Conf]
  37. Tao Li, Sheng Ma
    IFD: Iterative Feature and Data Clustering. [Citation Graph (0, 0)][DBLP]
    SDM, 2004, pp:- [Conf]
  38. Feng Liang, Sheng Ma, Joseph L. Hellerstein
    Discovering Fully Dependent Patterns. [Citation Graph (0, 0)][DBLP]
    SDM, 2002, pp:- [Conf]
  39. Tao Li, Sheng Ma, Mitsunori Ogihara
    Document clustering via adaptive subspace iteration. [Citation Graph (0, 0)][DBLP]
    SIGIR, 2004, pp:218-225 [Conf]
  40. Mark Brodie, Irina Rish, Sheng Ma
    Intelligent probing: A cost-effective approach to fault diagnosis in computer networks. [Citation Graph (0, 0)][DBLP]
    IBM Systems Journal, 2002, v:41, n:3, pp:372-385 [Journal]
  41. Joseph L. Hellerstein, Sheng Ma, Chang-Shing Perng
    Discovering actionable patterns in event data. [Citation Graph (0, 0)][DBLP]
    IBM Systems Journal, 2002, v:41, n:3, pp:475-493 [Journal]
  42. Ricardo Vilalta, Chidanand Apté, Joseph L. Hellerstein, Sheng Ma, Sholom M. Weiss
    Predictive algorithms in the management of computer systems. [Citation Graph (0, 0)][DBLP]
    IBM Systems Journal, 2002, v:41, n:3, pp:461-474 [Journal]
  43. Michelle X. Zhou, Sheng Ma, Ying Feng
    Applying machine learning to automated information graphics generation. [Citation Graph (0, 0)][DBLP]
    IBM Systems Journal, 2002, v:41, n:3, pp:504-523 [Journal]
  44. Alina Beygelzimer, Chang-Shing Perng, Sheng Ma
    Fast ordering of large categorical datasets for visualization. [Citation Graph (0, 0)][DBLP]
    Intell. Data Anal., 2002, v:6, n:4, pp:379-395 [Journal]
  45. Mark Brodie, Sheng Ma, Leonid Rachevsky, Jon Champlin
    Automated Problem Determination using Call-Stack Matching. [Citation Graph (0, 0)][DBLP]
    J. Network Syst. Manage., 2005, v:13, n:2, pp:- [Journal]
  46. Haixun Wang, Chang-Shing Perng, Sheng Ma, Philip S. Yu
    Demand-driven frequent itemset mining using pattern structures. [Citation Graph (0, 0)][DBLP]
    Knowl. Inf. Syst., 2005, v:8, n:1, pp:82-102 [Journal]
  47. Sheng Ma, Chuanyi Ji, James Farmer
    An Efficient EM-based Training Algorithm for Feedforward Neural Networks. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 1997, v:10, n:2, pp:243-256 [Journal]
  48. Wei Peng, Tao Li, Sheng Ma
    Mining logs files for data-driven system management. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2005, v:7, n:1, pp:44-51 [Journal]
  49. Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein
    Discovery in multi-attribute data with user-defined constraints. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2002, v:4, n:1, pp:56-64 [Journal]
  50. Sheng Ma, Chuanyi Ji
    Modeling heterogeneous network traffic in wavelet domain. [Citation Graph (0, 0)][DBLP]
    IEEE/ACM Trans. Netw., 2001, v:9, n:5, pp:634-649 [Journal]
  51. Chang-Shing Perng, Sheng Ma, S. Lin, David Thoenen
    Data-driven monitoring design of service level and resource utilization. [Citation Graph (0, 0)][DBLP]
    Integrated Network Management, 2005, pp:89-101 [Conf]
  52. Alina Beygelzimer, Mark Brodie, Sheng Ma, Irina Rish
    Test-based diagnosis: tree and matrix representations. [Citation Graph (0, 0)][DBLP]
    Integrated Network Management, 2005, pp:529-542 [Conf]
  53. Carlotta Domeniconi, Dimitrios Gunopulos, Sheng Ma, Bojun Yan, Muna Al-Razgan, Dimitris Papadopoulos
    Locally adaptive metrics for clustering high dimensional data. [Citation Graph (0, 0)][DBLP]
    Data Min. Knowl. Discov., 2007, v:14, n:1, pp:63-97 [Journal]

  54. Real-time problem determination in distributed systems using active probing. [Citation Graph (, )][DBLP]


  55. Periodic and Subharmonic Solutions for a Class of Local Nonquadratic Second-Order Hamiltonian Systems. [Citation Graph (, )][DBLP]


  56. Implementation of OpenVG Path and Paint Algorithms on Synchronous Data Triggered Architecture with Optimization. [Citation Graph (, )][DBLP]


  57. Guest editorial: special issue on temporal data mining: theory, algorithms and applications. [Citation Graph (, )][DBLP]


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