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Hillol Kargupta: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Chris Giannella, Ruchita Bhargava, Hillol Kargupta
    Multi-agent Systems and Distributed Data Mining. [Citation Graph (0, 0)][DBLP]
    CIA, 2004, pp:1-15 [Conf]
  2. Rajeev Ayyagari, Hillol Kargupta
    A Resampling Technique for Learning the Fourier Spectrum of Skewed Data. [Citation Graph (0, 0)][DBLP]
    DMKD, 2002, pp:- [Conf]
  3. Hillol Kargupta, Krishnamoorthy Sivakumar, Samiran Ghosh
    A Random Matrix-Based Approach for Dependency Detection from Data Streams. [Citation Graph (0, 0)][DBLP]
    DMKD, 2002, pp:- [Conf]
  4. Byung-Hoon Park, Hillol Kargupta
    Constructing Simpler Decision Trees from Ensemble Models Using Fourier Analysis. [Citation Graph (0, 0)][DBLP]
    DMKD, 2002, pp:- [Conf]
  5. Domenico Talia, Hillol Kargupta, Patrick Valduriez, Rui Camacho
    Topic 5 - Parallel and Distributed Databases, Data Mining and Knowledge Discovery. [Citation Graph (0, 0)][DBLP]
    Euro-Par, 2005, pp:347- [Conf]
  6. Hillol Kargupta, David E. Goldberg
    SEARCH, Blackbox Optimization, And Sample Complexity. [Citation Graph (0, 0)][DBLP]
    FOGA, 1996, pp:291-324 [Conf]
  7. Hillol Kargupta
    Computation in Genetic Code-Like Transformations. [Citation Graph (0, 0)][DBLP]
    GECCO, 2000, pp:937-0 [Conf]
  8. Haimonti Dutta, Hillol Kargupta, Anupam Joshi
    Orthogonal Decision Trees for Resource-Constrained Physiological Data Stream Monitoring Using Mobile Devices. [Citation Graph (0, 0)][DBLP]
    HiPC, 2005, pp:118-127 [Conf]
  9. Joel W. Branch, Boleslaw K. Szymanski, Chris Giannella, Ran Wolff, Hillol Kargupta
    In-Network Outlier Detection in Wireless Sensor Networks. [Citation Graph (0, 0)][DBLP]
    ICDCS, 2006, pp:51- [Conf]
  10. R. Chen, Krishnamoorthy Sivakumar, Hillol Kargupta
    Distributed Web Mining Using Bayesian Networks from Multiple Data Streams. [Citation Graph (0, 0)][DBLP]
    ICDM, 2001, pp:75-82 [Conf]
  11. Chris Giannella, Kun Liu, Todd Olsen, Hillol Kargupta
    Communication Efficient Construction of Decision Trees Over Heterogeneously Distributed Data. [Citation Graph (0, 0)][DBLP]
    ICDM, 2004, pp:67-74 [Conf]
  12. Hillol Kargupta, Haimonti Dutta
    Orthogonal Decision Trees. [Citation Graph (0, 0)][DBLP]
    ICDM, 2004, pp:427-430 [Conf]
  13. Hillol Kargupta, Souptik Datta, Qi Wang, Krishnamoorthy Sivakumar
    On the Privacy Preserving Properties of Random Data Perturbation Techniques. [Citation Graph (0, 0)][DBLP]
    ICDM, 2003, pp:99-106 [Conf]
  14. Hillol Kargupta, Byung-Hoon Park
    Mining Decision Trees from Data Streams in a Mobile Environment. [Citation Graph (0, 0)][DBLP]
    ICDM, 2001, pp:281-288 [Conf]
  15. Da Meng, Krishnamoorthy Sivakumar, Hillol Kargupta
    Privacy-Sensitive Bayesian Network Parameter Learning. [Citation Graph (0, 0)][DBLP]
    ICDM, 2004, pp:487-490 [Conf]
  16. Hillol Kargupta
    The Performance of the Gene Expression Messy Genetic Algorithm On Real Test Functions. [Citation Graph (0, 0)][DBLP]
    International Conference on Evolutionary Computation, 1996, pp:631-636 [Conf]
  17. Hillol Kargupta
    The Gene Expression Messy Genetic Algorithm. [Citation Graph (0, 0)][DBLP]
    International Conference on Evolutionary Computation, 1996, pp:814-819 [Conf]
  18. Hillol Kargupta, David E. Goldberg
    Polynominal Complexity Blackbox Search: Lessons From the SEARCH Framework. [Citation Graph (0, 0)][DBLP]
    International Conference on Evolutionary Computation, 1996, pp:792-797 [Conf]
  19. David E. Goldberg, Kalyanmoy Deb, Hillol Kargupta, Georges R. Harik
    RapidAccurate Optimization of Difficult Problems Using Fast Messy Genetic Algorithms. [Citation Graph (0, 0)][DBLP]
    ICGA, 1993, pp:56-64 [Conf]
  20. Hillol Kargupta
    Information Transmission in Genetic Algorithm and Shannon's Second Theorem. [Citation Graph (0, 0)][DBLP]
    ICGA, 1993, pp:640- [Conf]
  21. Hillol Kargupta
    Signal-to-noise, Crosstalk, and Long Range Problem Difficulty in Genetic Algorithms. [Citation Graph (0, 0)][DBLP]
    ICGA, 1995, pp:193-200 [Conf]
  22. Hillol Kargupta, Robert E. Smith
    System Identification with Evolving Polynomial Networks. [Citation Graph (0, 0)][DBLP]
    ICGA, 1991, pp:370-376 [Conf]
  23. Hillol Kargupta, Brian Stafford
    DNA To Protein: Transformations and Their Possible Role in Linkage Learning. [Citation Graph (0, 0)][DBLP]
    ICGA, 1997, pp:409-417 [Conf]
  24. Vipul Hingne, Anupam Joshi, Timothy W. Finin, Hillol Kargupta, Elias N. Houstis
    Towards a Pervasive Grid. [Citation Graph (0, 0)][DBLP]
    IPDPS, 2003, pp:207- [Conf]
  25. Hillol Kargupta, Kun Liu, Jessica Ryan
    Privacy Sensitive Distributed Data Mining from Multi-party Data. [Citation Graph (0, 0)][DBLP]
    ISI, 2003, pp:336-342 [Conf]
  26. Erik L. Johnson, Hillol Kargupta
    Collective, Hierarchical Clustering from Distributed, Heterogeneous Data. [Citation Graph (0, 0)][DBLP]
    Large-Scale Parallel Data Mining, 1999, pp:221-244 [Conf]
  27. Hillol Kargupta, Philip Chan, Vipin Kumar, Zoran Obradovic
    Distributed and parallel knowledge discovery (workshop session - title only). [Citation Graph (0, 0)][DBLP]
    KDD, 2000, pp:534- [Conf]
  28. Hillol Kargupta, Ilker Hamzaoglu, Brian Stafford
    Scalable, Distributed Data Mining - An Agent Architecture. [Citation Graph (0, 0)][DBLP]
    KDD, 1997, pp:211-214 [Conf]
  29. Hillol Kargupta, Anupam Joshi
    Data mining "to go": ubiquitous KDD for mobile and distributed environments. [Citation Graph (0, 0)][DBLP]
    KDD Tutorials, 2001, pp:- [Conf]
  30. Hillol Kargupta, Weiyun Huang, Krishnamoorthy Sivakumar, Byung-Hoon Park, Shuren Wang
    Collective Principal Component Analysis from Distributed, Heterogeneous Data. [Citation Graph (0, 0)][DBLP]
    PKDD, 2000, pp:452-457 [Conf]
  31. Hillol Kargupta, Krishnamoorthy Sivakumar, Samiran Ghosh
    Dependency Detection in MobiMine and Random Matrices. [Citation Graph (0, 0)][DBLP]
    PKDD, 2002, pp:250-262 [Conf]
  32. Kun Liu, Chris Giannella, Hillol Kargupta
    An Attacker's View of Distance Preserving Maps for Privacy Preserving Data Mining. [Citation Graph (0, 0)][DBLP]
    PKDD, 2006, pp:297-308 [Conf]
  33. Hillol Kargupta, Sanghamitra Bandyopadhyay
    Further Experimentations on the Scalability of the GEMGA. [Citation Graph (0, 0)][DBLP]
    PPSN, 1998, pp:315-324 [Conf]
  34. Hillol Kargupta, Kalyanmoy Deb, David E. Goldberg
    Ordering Genetic Algorithms and Deception. [Citation Graph (0, 0)][DBLP]
    PPSN, 1992, pp:49-58 [Conf]
  35. Hillol Kargupta
    The Genetic Code-Like Transformations and Their Effect on Learning Functions. [Citation Graph (0, 0)][DBLP]
    PPSN, 2000, pp:99-108 [Conf]
  36. Souptik Datta, Chris Giannella, Hillol Kargupta
    K-Means Clustering Over a Large, Dynamic Network. [Citation Graph (0, 0)][DBLP]
    SDM, 2006, pp:- [Conf]
  37. Hillol Kargupta, Ruchita Bhargava, Kun Liu, Michael Powers, Patrick Blair, Samuel Bushra, James Dull, Kakali Sarkar, Martin Klein, Mitesh Vasa, David Handy
    VEDAS: A Mobile and Distributed Data Stream Mining System for Real-Time Vehicle Monitoring. [Citation Graph (0, 0)][DBLP]
    SDM, 2004, pp:- [Conf]
  38. Ran Wolff, Kanishka Bhaduri, Hillol Kargupta
    Local L2-Thresholding Based Data Mining in Peer-to-Peer Systems. [Citation Graph (0, 0)][DBLP]
    SDM, 2006, pp:- [Conf]
  39. Haimonti Dutta, Hillol Kargupta, Souptik Datta, Krishnamoorthy Sivakumar
    Analysis of privacy preserving random perturbation techniques: further explorations. [Citation Graph (0, 0)][DBLP]
    WPES, 2003, pp:31-38 [Conf]
  40. Byung-Hoon Park, Hillol Kargupta, Erik L. Johnson, E. Sanseverino, Daryl E. Hershberger, L. Silvestre
    Distributed, Collaborative Data Analysis from Heterogeneous Sites Using a Scalable Evolutionary Technique. [Citation Graph (0, 0)][DBLP]
    Appl. Intell., 2002, v:16, n:1, pp:19-42 [Journal]
  41. Hillol Kargupta, Byung-Hoon Park
    Gene Expression and Fast Construction of Distributed Evolutionary Representation. [Citation Graph (0, 0)][DBLP]
    Evolutionary Computation, 2001, v:9, n:1, pp:43-69 [Journal]
  42. Hillol Kargupta
    Editorial: Computation in Gene Expression. [Citation Graph (0, 0)][DBLP]
    Genetic Programming and Evolvable Machines, 2002, v:3, n:2, pp:111-112 [Journal]
  43. Hillol Kargupta, Samiran Ghosh
    Toward Machine Learning Through Genetic Code-like Transformations. [Citation Graph (0, 0)][DBLP]
    Genetic Programming and Evolvable Machines, 2002, v:3, n:3, pp:231-258 [Journal]
  44. Souptik Datta, Kanishka Bhaduri, Chris Giannella, Ran Wolff, Hillol Kargupta
    Distributed Data Mining in Peer-to-Peer Networks. [Citation Graph (0, 0)][DBLP]
    IEEE Internet Computing, 2006, v:10, n:4, pp:18-26 [Journal]
  45. Sweta Pittie, Hillol Kargupta, Byung-Hoon Park
    Dependency detection in MobiMine: a systems perspective. [Citation Graph (0, 0)][DBLP]
    Inf. Sci., 2003, v:155, n:3-4, pp:227-243 [Journal]
  46. Sanghamitra Bandyopadhyay, Chris Giannella, Ujjwal Maulik, Hillol Kargupta, Kun Liu, Souptik Datta
    Clustering distributed data streams in peer-to-peer environments. [Citation Graph (0, 0)][DBLP]
    Inf. Sci., 2006, v:176, n:14, pp:1952-1985 [Journal]
  47. Daryl E. Hershberger, Hillol Kargupta
    Distributed Multivariate Regression Using Wavelet-Based Collective Data Mining. [Citation Graph (0, 0)][DBLP]
    J. Parallel Distrib. Comput., 2001, v:61, n:3, pp:372-400 [Journal]
  48. Hillol Kargupta, Souptik Datta, Qi Wang, Krishnamoorthy Sivakumar
    Random-data perturbation techniques and privacy-preserving data mining. [Citation Graph (0, 0)][DBLP]
    Knowl. Inf. Syst., 2005, v:7, n:4, pp:387-414 [Journal]
  49. Hillol Kargupta, Weiyun Huang, Krishnamoorthy Sivakumar, Erik L. Johnson
    Distributed Clustering Using Collective Principal Component Analysis. [Citation Graph (0, 0)][DBLP]
    Knowl. Inf. Syst., 2001, v:3, n:4, pp:422-448 [Journal]
  50. R. Chen, Krishnamoorthy Sivakumar, Hillol Kargupta
    Collective Mining of Bayesian Networks from Distributed Heterogeneous Data. [Citation Graph (0, 0)][DBLP]
    Knowl. Inf. Syst., 2004, v:6, n:2, pp:164-187 [Journal]
  51. Hillol Kargupta, Philip Chan
    Book Reviews. Review of Advances in Distributed and Parallel Knowledge Discovery. [Citation Graph (0, 0)][DBLP]
    Pattern Anal. Appl., 2002, v:5, n:4, pp:399-401 [Journal]
  52. Hillol Kargupta, Joydeep Ghosh, Vipin Kumar, Zoran Obradovic
    Report from the Workshop on Distributed and Parallel Knowledge Discovery, ACM SIGKDD-2000. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2000, v:2, n:2, pp:108-109 [Journal]
  53. Hillol Kargupta, Byung-Hoon Park, Sweta Pittie, Lei Liu, Deepali Kushraj, Kakali Sarkar
    MobiMine: Monitoring the Stock Market from a PDA. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2002, v:3, n:2, pp:37-46 [Journal]
  54. Kun Liu, Kanishka Bhaduri, Kamalika Das, Phuong Nguyen, Hillol Kargupta
    Client-side web mining for community formation in peer-to-peer environments. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2006, v:8, n:2, pp:11-20 [Journal]
  55. Hillol Kargupta, Rajeev Ayyagari, Samiran Ghosh
    Learning Functions Using Randomized Genetic Code-Like Transformations: Probabilistic Properties and Experimentations. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2004, v:16, n:8, pp:894-908 [Journal]
  56. Hillol Kargupta, Byung-Hoon Park
    A Fourier Spectrum-Based Approach to Represent Decision Trees for Mining Data Streams in Mobile Environments. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2004, v:16, n:2, pp:216-229 [Journal]
  57. Hillol Kargupta, Byung-Hoon Park, Haimonti Dutta
    Orthogonal Decision Trees. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2006, v:18, n:8, pp:1028-1042 [Journal]
  58. Kun Liu, Hillol Kargupta, Jessica Ryan
    Random Projection-Based Multiplicative Data Perturbation for Privacy Preserving Distributed Data Mining. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2006, v:18, n:1, pp:92-106 [Journal]
  59. Kanishka Bhaduri, Kamalika Das, Hillol Kargupta
    Peer-to-Peer Data Mining, Privacy Issues, and Games. [Citation Graph (0, 0)][DBLP]
    AIS-ADM, 2007, pp:1-10 [Conf]
  60. Souptik Datta, Hillol Kargupta
    Uniform Data Sampling from a Peer-to-Peer Network. [Citation Graph (0, 0)][DBLP]
    ICDCS, 2007, pp:50- [Conf]
  61. Hillol Kargupta, Kamalika Das, Kun Liu
    Multi-party, Privacy-Preserving Distributed Data Mining Using a Game Theoretic Framework. [Citation Graph (0, 0)][DBLP]
    PKDD, 2007, pp:523-531 [Conf]
  62. Haimonti Dutta, Chris Giannella, Kirk D. Borne, Hillol Kargupta
    Distributed Top-K Outlier Detection from Astronomy Catalogs using the DEMAC System. [Citation Graph (0, 0)][DBLP]
    SDM, 2007, pp:- [Conf]

  63. Topic 5: Parallel and Distributed Databases. [Citation Graph (, )][DBLP]


  64. Distributed Linear Programming and Resource Management for Data Mining in Distributed Environments. [Citation Graph (, )][DBLP]


  65. TagLearner: A P2P Classifier Learning System from Collaboratively Tagged Text Documents. [Citation Graph (, )][DBLP]


  66. The next generation of transportation systems, greenhouse emissions, and data mining. [Citation Graph (, )][DBLP]


  67. MineFleet®: an overview of a widely adopted distributed vehicle performance data mining system. [Citation Graph (, )][DBLP]


  68. A Local Distributed Peer-to-Peer Algorithm Using Multi-Party Optimization Based Privacy Preservation for Data Mining Primitive Computation. [Citation Graph (, )][DBLP]


  69. An Efficient Local Algorithm for Distributed Multivariate Regression in Peer-to-Peer Networks. [Citation Graph (, )][DBLP]


  70. Scalable Distributed Change Detection from Astronomy Data Streams Using Local, Asynchronous Eigen Monitoring Algorithms. [Citation Graph (, )][DBLP]


  71. In-Network Outlier Detection in Wireless Sensor Networks [Citation Graph (, )][DBLP]


  72. On the Privacy of Euclidean Distance Preserving Data Perturbation [Citation Graph (, )][DBLP]


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