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Usama M. Fayyad: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Paul S. Bradley, Usama M. Fayyad, Cory Reina
    Scaling Clustering Algorithms to Large Databases. [Citation Graph (5, 0)][DBLP]
    KDD, 1998, pp:9-15 [Conf]
  2. Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth
    Knowledge Discovery and Data Mining: Towards a Unifying Framework. [Citation Graph (3, 0)][DBLP]
    KDD, 1996, pp:82-88 [Conf]
  3. Usama M. Fayyad, Ramasamy Uthurusamy
    Data Mining and Knowledge Discovery in Databases (Introduction to the Special Section). [Citation Graph (3, 0)][DBLP]
    Commun. ACM, 1996, v:39, n:11, pp:24-26 [Journal]
  4. Usama M. Fayyad, Keki B. Irani
    The Attribute Selection Problem in Decision Tree Generation. [Citation Graph (2, 0)][DBLP]
    AAAI, 1992, pp:104-110 [Conf]
  5. Jayavel Shanmugasundaram, Usama M. Fayyad, Paul S. Bradley
    Compressed Data Cubes for OLAP Aggregate Query Approximation on Continuous Dimensions. [Citation Graph (2, 0)][DBLP]
    KDD, 1999, pp:223-232 [Conf]
  6. Usama M. Fayyad, David Haussler, Paul E. Stolorz
    Mining Scientific Data. [Citation Graph (2, 2)][DBLP]
    Commun. ACM, 1996, v:39, n:11, pp:51-57 [Journal]
  7. Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth
    The KDD Process for Extracting Useful Knowledge from Volumes of Data. [Citation Graph (2, 1)][DBLP]
    Commun. ACM, 1996, v:39, n:11, pp:27-34 [Journal]
  8. Usama M. Fayyad, Padhraic Smyth, Nicholas Weir, S. George Djorgovski
    Automated Analysis and Exploration of Image Databases: Results, Progress, and Challenges. [Citation Graph (2, 0)][DBLP]
    J. Intell. Inf. Syst., 1995, v:4, n:1, pp:7-25 [Journal]
  9. Usama M. Fayyad
    Branching on Attribute Values in Decision Tree Generation. [Citation Graph (1, 0)][DBLP]
    AAAI, 1994, pp:601-606 [Conf]
  10. Usama M. Fayyad, Keki B. Irani
    What Should Be Minimized in a Decision Tree? [Citation Graph (1, 0)][DBLP]
    AAAI, 1990, pp:749-754 [Conf]
  11. Surajit Chaudhuri, Usama M. Fayyad, Jeff Bernhardt
    Scalable Classification over SQL Databases. [Citation Graph (1, 5)][DBLP]
    ICDE, 1999, pp:470-479 [Conf]
  12. Usama M. Fayyad, Keki B. Irani
    Multi-Interval Discretization of Continuous-Valued Attributes for Classification Learning. [Citation Graph (1, 0)][DBLP]
    IJCAI, 1993, pp:1022-1029 [Conf]
  13. Kristin P. Bennett, Usama M. Fayyad, Dan Geiger
    Density-Based Indexing for Approximate Nearest-Neighbor Queries. [Citation Graph (1, 0)][DBLP]
    KDD, 1999, pp:233-243 [Conf]
  14. Usama M. Fayyad, David Haussler, Paul E. Stolorz
    KDD for Science Data Analysis: Issues and Examples. [Citation Graph (1, 0)][DBLP]
    KDD, 1996, pp:50-56 [Conf]
  15. Usama M. Fayyad, Cory Reina, Paul S. Bradley
    Initialization of Iterative Refinement Clustering Algorithms. [Citation Graph (1, 0)][DBLP]
    KDD, 1998, pp:194-198 [Conf]
  16. Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth
    From Data Mining to Knowledge Discovery in Databases. [Citation Graph (1, 0)][DBLP]
    AI Magazine, 1996, v:17, n:3, pp:37-54 [Journal]
  17. Usama M. Fayyad
    Mining Databases: Towards Algorithms for Knowledge Discovery. [Citation Graph (1, 8)][DBLP]
    IEEE Data Eng. Bull., 1998, v:21, n:1, pp:39-48 [Journal]
  18. Usama M. Fayyad
    Data Mining and Knowledge Discovery in Databases: Applications in Astronomy and Planetary Science. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, Vol. 2, 1996, pp:1590-1592 [Conf]
  19. Usama M. Fayyad, Nicholas Weir, S. George Djorgovski
    Automated Cataloging and Analysis of Sky Survey Image Databases: The SKICAT System. [Citation Graph (0, 0)][DBLP]
    CIKM, 1993, pp:527-536 [Conf]
  20. Usama M. Fayyad, Padhraic Smyth
    The Automated Analysis, Cataloging, and Searching of Digital Image Libraries: A Machine Learning Approach. [Citation Graph (0, 0)][DBLP]
    DL, 1994, pp:225-249 [Conf]
  21. Amir Netz, Surajit Chaudhuri, Usama M. Fayyad, Jeff Bernhardt
    Integrating Data Mining with SQL Databases: OLE DB for Data Mining. [Citation Graph (0, 0)][DBLP]
    ICDE, 2001, pp:379-387 [Conf]
  22. Michael C. Burl, Usama M. Fayyad, Pietro Perona, Padhraic Smyth
    Automated Analysis of Radar Imagery of Venus: Handling Lack of Ground Truth. [Citation Graph (0, 0)][DBLP]
    ICIP (3), 1994, pp:236-240 [Conf]
  23. Paul S. Bradley, Usama M. Fayyad
    Refining Initial Points for K-Means Clustering. [Citation Graph (0, 0)][DBLP]
    ICML, 1998, pp:91-99 [Conf]
  24. Jie Cheng, Usama M. Fayyad, Keki B. Irani, Zhaogang Qian
    Improved Decision Trees: A Generalized Version of ID3. [Citation Graph (0, 0)][DBLP]
    ML, 1988, pp:100-106 [Conf]
  25. Usama M. Fayyad, Nicholas Weir, S. George Djorgovski
    SKICAT: A Machine Learning System for Automated Cataloging of Large Scale Sky Surveys. [Citation Graph (0, 0)][DBLP]
    ICML, 1993, pp:112-119 [Conf]
  26. Padhraic Smyth, Alexander Gray, Usama M. Fayyad
    Retrofitting Decision Tree Classifiers Using Kernel Density Estimation. [Citation Graph (0, 0)][DBLP]
    ICML, 1995, pp:506-514 [Conf]
  27. W. Scott Spangler, Usama M. Fayyad, Ramasamy Uthurusamy
    Induction of Decision Trees from Inconclusive Data. [Citation Graph (0, 0)][DBLP]
    ML, 1989, pp:146-150 [Conf]
  28. Paul S. Bradley, Cory Reina, Usama M. Fayyad
    Clustering Very Large Databases Using EM Mixture Models. [Citation Graph (0, 0)][DBLP]
    ICPR, 2000, pp:2076-2080 [Conf]
  29. Usama M. Fayyad
    SKICAT: Sky Image Cataloging and Analysis Tool. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1995, pp:2067-2068 [Conf]
  30. Usama M. Fayyad
    Knowledge Discovery in Databases: An Overview. [Citation Graph (0, 0)][DBLP]
    ILP, 1997, pp:3-16 [Conf]
  31. Goetz Graefe, Usama M. Fayyad, Surajit Chaudhuri
    On the Efficient Gathering of Sufficient Statistics for Classification from Large SQL Databases. [Citation Graph (0, 0)][DBLP]
    KDD, 1998, pp:204-208 [Conf]
  32. Usama M. Fayyad, Neal Rothleder, Paul S. Bradley
    E-business enterprise data mining. [Citation Graph (0, 0)][DBLP]
    KDD Tutorials, 2001, pp:- [Conf]
  33. Padhraic Smyth, Michael C. Burl, Usama M. Fayyad, Pietro Perona
    Knowledge Discovery in Large Image Databases: Dealing with Uncertainties in Ground Truth. [Citation Graph (0, 0)][DBLP]
    KDD Workshop, 1994, pp:109-120 [Conf]
  34. Cheng Yang, Usama M. Fayyad, Paul S. Bradley
    Efficient discovery of error-tolerant frequent itemsets in high dimensions. [Citation Graph (0, 0)][DBLP]
    KDD, 2001, pp:194-203 [Conf]
  35. Padhraic Smyth, Usama M. Fayyad, Michael C. Burl, Pietro Perona, Pierre Baldi
    Inferring Ground Truth from Subjective Labelling of Venus Images. [Citation Graph (0, 0)][DBLP]
    NIPS, 1994, pp:1085-1092 [Conf]
  36. Usama M. Fayyad
    Data Mining Grand Challenges. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2004, pp:2- [Conf]
  37. Usama M. Fayyad
    Data Mining and Knowledge Discovery in Databases: Implications for Scientific Databases. [Citation Graph (0, 7)][DBLP]
    SSDBM, 1997, pp:2-11 [Conf]
  38. Amir Netz, Surajit Chaudhuri, Jeff Bernhardt, Usama M. Fayyad
    Integration of Data Mining with Database Technology. [Citation Graph (0, 0)][DBLP]
    VLDB, 2000, pp:719-722 [Conf]
  39. Usama M. Fayyad, S. George Djorgovski, Nicholas Weir
    From Digitized Images to Online Catalogs: Data Mining a Sky Survey. [Citation Graph (0, 0)][DBLP]
    AI Magazine, 1996, v:17, n:2, pp:51-66 [Journal]
  40. Usama M. Fayyad, John E. Laird, Keki B. Irani
    The Fifth International Conference on Machine Learning (Report). [Citation Graph (0, 0)][DBLP]
    AI Magazine, 1989, v:10, n:2, pp:79-84 [Journal]
  41. Usama M. Fayyad
    The digital physics of data mining. [Citation Graph (0, 0)][DBLP]
    Commun. ACM, 2001, v:44, n:3, pp:62-65 [Journal]
  42. Usama M. Fayyad, Ramasamy Uthurusamy
    Evolving data into mining solutions for insights. [Citation Graph (0, 0)][DBLP]
    Commun. ACM, 2002, v:45, n:8, pp:28-31 [Journal]
  43. Ben Kao, Minghua Zhang, Chi Lap Yip, David W. Cheung, Usama M. Fayyad
    Efficient Algorithms for Mining and Incremental Update of Maximal Frequent Sequences. [Citation Graph (0, 0)][DBLP]
    Data Min. Knowl. Discov., 2005, v:10, n:2, pp:87-116 [Journal]
  44. Usama M. Fayyad
    Editorial. [Citation Graph (0, 0)][DBLP]
    Data Min. Knowl. Discov., 1998, v:2, n:1, pp:5-7 [Journal]
  45. Usama M. Fayyad
    Editorial. [Citation Graph (0, 0)][DBLP]
    Data Min. Knowl. Discov., 1998, v:2, n:2, pp:115-119 [Journal]
  46. Usama M. Fayyad, Heikki Mannila, Raghu Ramakrishnan
    Editorial. [Citation Graph (0, 0)][DBLP]
    Data Min. Knowl. Discov., 2004, v:8, n:1, pp:5-6 [Journal]
  47. Usama M. Fayyad, Heikki Mannila, Raghu Ramakrishnan
    Editorial. [Citation Graph (0, 0)][DBLP]
    Data Min. Knowl. Discov., 2004, v:8, n:2, pp:95-96 [Journal]
  48. Ying Zhao, George Karypis, Usama M. Fayyad
    Hierarchical Clustering Algorithms for Document Datasets. [Citation Graph (0, 0)][DBLP]
    Data Min. Knowl. Discov., 2005, v:10, n:2, pp:141-168 [Journal]
  49. Usama M. Fayyad
    Data Mining and Knowledge Discovery: Making Sense Out of Data. [Citation Graph (0, 0)][DBLP]
    IEEE Expert, 1996, v:11, n:5, pp:20-25 [Journal]
  50. Keki B. Irani, Jie Cheng, Usama M. Fayyad, Zhaogang Qian
    Applying Machine Learning to Semiconductor Manufacturing. [Citation Graph (0, 0)][DBLP]
    IEEE Expert, 1993, v:8, n:1, pp:41-47 [Journal]
  51. Michael C. Burl, Lars Asker, Padhraic Smyth, Usama M. Fayyad, Pietro Perona, Larry Crumpler, Jayne Aubele
    Learning to Recognize Volcanoes on Venus. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 1998, v:30, n:2-3, pp:165-194 [Journal]
  52. Usama M. Fayyad, Keki B. Irani
    On the Handling of Continuous-Valued Attributes in Decision Tree Generation. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 1992, v:8, n:, pp:87-102 [Journal]
  53. Usama M. Fayyad
    Editorial. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 1999, v:1, n:1, pp:1-3 [Journal]
  54. Usama M. Fayyad, Gregory Piatetsky-Shapiro, Ramasamy Uthurusamy
    Summary from the KDD-03 panel: data mining: the next 10 years. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2003, v:5, n:2, pp:191-196 [Journal]
  55. Paul S. Bradley, Usama M. Fayyad, Sunita Sarawagi, Kyuseok Shim
    Editorial. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2000, v:2, n:2, pp:- [Journal]
  56. Paul S. Bradley, Sunita Sarawagi, Usama M. Fayyad
    Editorial. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2000, v:2, n:1, pp:- [Journal]
  57. Surajit Chaudhuri, David Madigan, Usama M. Fayyad
    KDD-99: The Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2000, v:1, n:2, pp:49-51 [Journal]
  58. Usama M. Fayyad
    Editorial. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2000, v:1, n:2, pp:0-0 [Journal]
  59. Usama M. Fayyad
    From mining the web to inventing the new sciences underlying the internet. [Citation Graph (0, 0)][DBLP]
    KDD, 2007, pp:2-3 [Conf]

  60. From Mining the Web to Inventing the New Sciences Underlying the Internet. [Citation Graph (, )][DBLP]


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