Publications

List of publications associated with the Software Technology and Network Applications Laboratory 

Total results: 248

  1. A. Deshpande, M. Garofalakis and M. Jordan, "Efficient stepwise selection in decomposable models", in Seventeenth Conference on Uncertainty in Artificial Intelligence, August 2001.
    Publication year: 2001Download: RepositoryType: Conference Publication
  2. A. Deshpande, M. Garofalakis and R. Rastogi, "Independence is good: dependency-based histogram synopses for high-dimensional data", in ACM SIGMOD International Cconference on Management of Data, June 2001, pp. 199-210. doi: 10.1145/375663.375685
    Publication year: 2001Download: RepositoryType: Conference Publication
  3. K. Chakrabarti, M. Garofalakis, R. Rastogi and K. Shim, "Approximate query processing using wavelets", VLDB J., vol. 10, no. 2-3, pp. 199-223, Sep. 2001. doi:10.1007/s007780100049
    Publication year: 2001Download: RepositoryType: Peer-Reviewed Journal Publication
  4. S. Babu, M. Garofalakis and R. Rastogi, "SPARTAN: A model-based semantic compression system for massive data tables", in International Conference on Management of Data (SIGMOD 2001), May 2001, pp. 283-294.
    Publication year: 2001Download: RepositoryType: Conference Full Paper
  5. Y. Breitbart, C-Y Chan, M. Garofalakis, R. Rastogi and A. Silberschatz, "Efficiently monitoring bandwidth and latency in IP networks", in Twentieth Annual Joint Conference of the IEEE Computer and Communications Societies, Apr. 2001, pp. 933-942. doi: 10.1109/INFCOM.2001.916285
    Publication year: 2001Download: RepositoryType: Conference Full Paper
  6. M. Garofalakis and R. Rastogi, "Scalable data mining with model constraints", SIGKDD Explorat., vol. 2, no. 2, pp. 39-48, Dec. 2000. doi:10.1145/380995.381012
    Publication year: 2000Download: RepositoryType: Peer-Reviewed Journal Publication
  7. M. Garofalakis, A. Gionis, R. Rastogi, S. Seshadri and K. Shim, "XTRACT: a system for extracting document type descriptors from XML documents", in SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data, June 2000, pp. 165-176. doi: 10.1145/342009.335409
    Publication year: 2000Download: RepositoryType: Conference Publication
  8. M. Garofalakis, D. Hyun, R. Rastogi and K. Shim, "Efficient algorithms for constructing decision trees with constraints", in Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, August 2000, pp. 335-339.
    Publication year: 2000Download: RepositoryType: Conference Full Paper
  9. L. Arge, V. Samoladas, J. S. Vitterz .(1999).On two-dimensional indexability and optimal range search indexing.Presented at Eighteenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems.[online].Available:http://www.cs.au.dk/~large/Papers/rangepods99.pdf
    Publication year: 1999Download: RepositoryType: Conference Full Paper
  10. M.N. Garofalakis, R. Rastogi and K. Shim, "SPIRIT: Sequential pattern mining with regular expression constraints", in 25th VLDB Conference, September 1999, pp. 223-234.
    Publication year: 1999Download: RepositoryType: Conference Publication