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Kari Torkkola: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Kari Torkkola, Eugene Tuv
    Ensemble Learning with Supervised Kernels. [Citation Graph (0, 0)][DBLP]
    ECML, 2005, pp:400-411 [Conf]
  2. Chung Hee Hwang, Noel Massey, Bradford W. Miller, Kari Torkkola
    Hybrid Intelligence for Driver Assistance. [Citation Graph (0, 0)][DBLP]
    FLAIRS Conference, 2003, pp:281-285 [Conf]
  3. Kari Torkkola, Srihari Venkatesan, Huan Liu
    Sensor Sequence Modeling for Driving. [Citation Graph (0, 0)][DBLP]
    FLAIRS Conference, 2005, pp:721-727 [Conf]
  4. William M. Campbell, Kari Torkkola, Sreeream V. Balakrishnan
    Dimension Reduction Techniques for Training Polynomial Networks. [Citation Graph (0, 0)][DBLP]
    ICML, 2000, pp:119-126 [Conf]
  5. Kari Torkkola, William M. Campbell
    Mutual Information in Learning Feature Transformations. [Citation Graph (0, 0)][DBLP]
    ICML, 2000, pp:1015-1022 [Conf]
  6. William M. Campbell, Kari Torkkola
    Machine Learning for Advising a Driver: A Survey. [Citation Graph (0, 0)][DBLP]
    ICMLA, 2002, pp:219-225 [Conf]
  7. Kari Torkkola, Noel Massey, Bob Leivian, Chip Wood, John Summers, Snehal Kundalkar
    Classification of Critical Driving Events. [Citation Graph (0, 0)][DBLP]
    ICMLA, 2003, pp:81-85 [Conf]
  8. Kari Torkkola
    Discriminative Features for Document Classification. [Citation Graph (0, 0)][DBLP]
    ICPR (1), 2002, pp:472-475 [Conf]
  9. Kari Torkkola
    Learning Feature Transforms Is an Easier Problem Than Feature Selection. [Citation Graph (0, 0)][DBLP]
    ICPR (2), 2002, pp:104-107 [Conf]
  10. Eugene Tuv, Alexander Borisov, Kari Torkkola
    Best Subset Feature Selection for Massive Mixed-Type Problems. [Citation Graph (0, 0)][DBLP]
    IDEAL, 2006, pp:1048-1056 [Conf]
  11. Huan Liu, Amit Mandvikar, Patricia G. Foschi, Kari Torkkola
    Active Learning with Ensembles for Image Classification. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2003, pp:1435-1436 [Conf]
  12. Kari Torkkola
    Learning Discriminative Feature Transforms to Low Dimensions in Low Dimentions. [Citation Graph (0, 0)][DBLP]
    NIPS, 2001, pp:969-976 [Conf]
  13. Kari Torkkola
    Blind Separation of Radio Signals in Fading Channels. [Citation Graph (0, 0)][DBLP]
    NIPS, 1997, pp:- [Conf]
  14. Huan Liu, Edward R. Dougherty, Jennifer G. Dy, Kari Torkkola, Eugene Tuv, Hanchuan Peng, Chris H. Q. Ding, Fuhui Long, Michael E. Berens, Lance Parsons, Zheng Zhao, Lei Yu, George Forman
    Evolving Feature Selection. [Citation Graph (0, 0)][DBLP]
    IEEE Intelligent Systems, 2005, v:20, n:6, pp:64-76 [Journal]
  15. Kari Torkkola, Robert Mike Gardner, Tamma Kaysser-Kranich, Calvin Ma
    Self-organizing maps in mining gene expression data. [Citation Graph (0, 0)][DBLP]
    Inf. Sci., 2001, v:139, n:1-2, pp:79-96 [Journal]
  16. Kari Torkkola
    Feature Extraction by Non-Parametric Mutual Information Maximization. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2003, v:3, n:, pp:1415-1438 [Journal]
  17. Kari Torkkola
    Discriminative features for text document classification. [Citation Graph (0, 0)][DBLP]
    Pattern Anal. Appl., 2004, v:6, n:4, pp:301-308 [Journal]
  18. Kenneth E. Hild II, Deniz Erdogmus, Kari Torkkola, Jose C. Principe
    Feature Extraction Using Information-Theoretic Learning. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 2006, v:28, n:9, pp:1385-1392 [Journal]
  19. Keshu Zhang, Kari Torkkola, Haifeng Li, Christopher Schreiner, Harry Zhang, Robert Mike Gardner, Zheng Zhao
    A Context Aware Automatic Traffic Notification System for Cell Phones. [Citation Graph (0, 0)][DBLP]
    ICDCS Workshops, 2007, pp:48- [Conf]
  20. Keshu Zhang, Haifeng Li, Kari Torkkola, Mike Gardner
    Adaptive Learning of Semantic Locations and Routes. [Citation Graph (0, 0)][DBLP]
    LoCA, 2007, pp:193-210 [Conf]

  21. Detecting driver inattention in the absence of driver monitoring sensors. [Citation Graph (, )][DBLP]


  22. Sensor Selection for Driving State Recognition. [Citation Graph (, )][DBLP]


  23. Feature Selection Using Ensemble Based Ranking Against Artificial Contrasts. [Citation Graph (, )][DBLP]


  24. Naturalistic use of cell phones in driving and context-based user assistance. [Citation Graph (, )][DBLP]


  25. Adaptive learning of semantic locations and routes. [Citation Graph (, )][DBLP]


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