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Alexandros Kalousis: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Julien Prados, Alexandros Kalousis, Melanie Hilario
    On Preprocessing of SELDI-MS Data and its Evaluation. [Citation Graph (0, 0)][DBLP]
    CBMS, 2006, pp:953-958 [Conf]
  2. Michalis Vazirgiannis, Alexandros Kalousis, Michael Hatzopoulos
    KNOWEL: A Hypermedia Knowledge Editor. [Citation Graph (0, 0)][DBLP]
    DEXA Workshop, 1995, pp:178-187 [Conf]
  3. Hilan Bensusan, Alexandros Kalousis
    Estimating the Predictive Accuracy of a Classifier. [Citation Graph (0, 0)][DBLP]
    ECML, 2001, pp:25-36 [Conf]
  4. Alexandros Kalousis, Julien Prados, Melanie Hilario
    Stability of Feature Selection Algorithms. [Citation Graph (0, 0)][DBLP]
    ICDM, 2005, pp:218-225 [Conf]
  5. Adam Woznica, Alexandros Kalousis, Melanie Hilario
    Distances and (Indefinite) Kernels for Sets of Objects. [Citation Graph (0, 0)][DBLP]
    ICDM, 2006, pp:1151-1156 [Conf]
  6. Alexandros Kalousis, Melanie Hilario
    Representational Issues in Meta-Learning. [Citation Graph (0, 0)][DBLP]
    ICML, 2003, pp:313-320 [Conf]
  7. Alexandros Kalousis, Melanie Hilario
    Model selection via meta-learning: a comparative study. [Citation Graph (0, 0)][DBLP]
    ICTAI, 2000, pp:406-413 [Conf]
  8. Alexandros Kalousis, Julien Prados, Jean-Charles Sanchez, Laure Allard, Melanie Hilario
    Distilling Classification Models from Cross Validation Runs: An Application to Mass Spectrometry. [Citation Graph (0, 0)][DBLP]
    ICTAI, 2004, pp:113-119 [Conf]
  9. Alexandros Kalousis, Melanie Hilario
    Feature Selection for Meta-learning. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2001, pp:222-233 [Conf]
  10. Adam Woznica, Alexandros Kalousis, Melanie Hilario
    Kernels over Relational Algebra Structures. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2005, pp:588-598 [Conf]
  11. Adam Woznica, Alexandros Kalousis, Melanie Hilario
    Kernels on Lists and Sets over Relational Algebra: An Application to Classification of Protein Fingerprints. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2006, pp:546-551 [Conf]
  12. Alexandros Kalousis, Julien Prados, Elton Rexhepaj, Melanie Hilario
    Feature Extraction from Mass Spectra for Classification of Pathological States. [Citation Graph (0, 0)][DBLP]
    PKDD, 2005, pp:536-543 [Conf]
  13. Melanie Hilario, Alexandros Kalousis
    Quantifying the Resilience of Inductive Classification Algorithms. [Citation Graph (0, 0)][DBLP]
    PKDD, 2000, pp:106-115 [Conf]
  14. Melanie Hilario, Alexandros Kalousis
    Fusion of Meta-knowledge and Meta-data for Case-Based Model Selection. [Citation Graph (0, 0)][DBLP]
    PKDD, 2001, pp:180-191 [Conf]
  15. Alexandros Kalousis, Theoharis Theoharis
    NOEMON: Design, implementation and performance results of an intelligent assistant for classifier selection. [Citation Graph (0, 0)][DBLP]
    Intell. Data Anal., 1999, v:3, n:5, pp:319-337 [Journal]
  16. Alexandros Kalousis, Melanie Hilario
    Model Selection via Meta-Learning: A Comparative Study. [Citation Graph (0, 0)][DBLP]
    International Journal on Artificial Intelligence Tools, 2001, v:10, n:4, pp:525-554 [Journal]
  17. Alexandros Kalousis, Joao Gama, Melanie Hilario
    On Data and Algorithms: Understanding Inductive Performance. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2004, v:54, n:3, pp:275-312 [Journal]
  18. Adam Woznica, Alexandros Kalousis, Melanie Hilario
    Learning to combine distances for complex representations. [Citation Graph (0, 0)][DBLP]
    ICML, 2007, pp:1031-1038 [Conf]
  19. Alexandros Kalousis, Julien Prados, Melanie Hilario
    Stability of feature selection algorithms: a study on high-dimensional spaces. [Citation Graph (0, 0)][DBLP]
    Knowl. Inf. Syst., 2007, v:12, n:1, pp:95-116 [Journal]

  20. Adaptive Matching Based Kernels for Labelled Graphs. [Citation Graph (, )][DBLP]


  21. A New Framework for Dissimilarity and Similarity Learning. [Citation Graph (, )][DBLP]


  22. Margin and Radius Based Multiple Kernel Learning. [Citation Graph (, )][DBLP]


  23. Feature Weighting Using Margin and Radius Based Error Bound Optimization in SVMs. [Citation Graph (, )][DBLP]


  24. Feature Selection with the logRatio Kernel. [Citation Graph (, )][DBLP]


  25. A general framework for estimating similarity of datasets and decision trees: exploring semantic similarity of decision trees. [Citation Graph (, )][DBLP]


  26. Approaches to dimensionality reduction in proteomic biomarker studies. [Citation Graph (, )][DBLP]


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