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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]