dblp.uni-trier.dewww.uni-trier.de

Alexandros Kalousis

List of publications from the DBLP Bibliography Server - FAQ
Coauthor Index - Ask others: ACM DL/Guide - CiteSeer - CSB - Google - MSN - Yahoo

2008
22EEJulien Prados, Alexandros Kalousis, Melanie Hilario: Feature Selection with the logRatio Kernel. SDM 2008: 177-187
21EEIrene Ntoutsi, Alexandros Kalousis, Yannis Theodoridis: A general framework for estimating similarity of datasets and decision trees: exploring semantic similarity of decision trees. SDM 2008: 810-821
20EEMelanie Hilario, Alexandros Kalousis: Approaches to dimensionality reduction in proteomic biomarker studies. Briefings in Bioinformatics 9(2): 102-118 (2008)
2007
19EEAdam Woznica, Alexandros Kalousis, Melanie Hilario: Learning to combine distances for complex representations. ICML 2007: 1031-1038
18EEAlexandros Kalousis, Julien Prados, Melanie Hilario: Stability of feature selection algorithms: a study on high-dimensional spaces. Knowl. Inf. Syst. 12(1): 95-116 (2007)
2006
17EEJulien Prados, Alexandros Kalousis, Melanie Hilario: On Preprocessing of SELDI-MS Data and its Evaluation. CBMS 2006: 953-958
16EEAdam Woznica, Alexandros Kalousis, Melanie Hilario: Distances and (Indefinite) Kernels for Sets of Objects. ICDM 2006: 1151-1156
15EEAdam Woznica, Alexandros Kalousis, Melanie Hilario: Kernels on Lists and Sets over Relational Algebra: An Application to Classification of Protein Fingerprints. PAKDD 2006: 546-551
2005
14EEAlexandros Kalousis, Julien Prados, Melanie Hilario: Stability of Feature Selection Algorithms. ICDM 2005: 218-225
13EEAdam Woznica, Alexandros Kalousis, Melanie Hilario: Kernels over Relational Algebra Structures. PAKDD 2005: 588-598
12EEAlexandros Kalousis, Julien Prados, Elton Rexhepaj, Melanie Hilario: Feature Extraction from Mass Spectra for Classification of Pathological States. PKDD 2005: 536-543
2004
11EEAlexandros Kalousis, Julien Prados, Jean-Charles Sanchez, Laure Allard, Melanie Hilario: Distilling Classification Models from Cross Validation Runs: An Application to Mass Spectrometry. ICTAI 2004: 113-119
10EEAlexandros Kalousis, Joao Gama, Melanie Hilario: On Data and Algorithms: Understanding Inductive Performance. Machine Learning 54(3): 275-312 (2004)
2003
9 Alexandros Kalousis, Melanie Hilario: Representational Issues in Meta-Learning. ICML 2003: 313-320
2001
8EEHilan Bensusan, Alexandros Kalousis: Estimating the Predictive Accuracy of a Classifier. ECML 2001: 25-36
7EEAlexandros Kalousis, Melanie Hilario: Feature Selection for Meta-learning. PAKDD 2001: 222-233
6EEMelanie Hilario, Alexandros Kalousis: Fusion of Meta-knowledge and Meta-data for Case-Based Model Selection. PKDD 2001: 180-191
5 Alexandros Kalousis, Melanie Hilario: Model Selection via Meta-Learning: A Comparative Study. International Journal on Artificial Intelligence Tools 10(4): 525-554 (2001)
2000
4EEAlexandros Kalousis, Melanie Hilario: Model selection via meta-learning: a comparative study. ICTAI 2000: 406-413
3EEMelanie Hilario, Alexandros Kalousis: Quantifying the Resilience of Inductive Classification Algorithms. PKDD 2000: 106-115
1999
2EEAlexandros Kalousis, Theoharis Theoharis: NOEMON: Design, implementation and performance results of an intelligent assistant for classifier selection. Intell. Data Anal. 3(5): 319-337 (1999)
1995
1 Michalis Vazirgiannis, Alexandros Kalousis, Michael Hatzopoulos: KNOWEL: A Hypermedia Knowledge Editor. DEXA Workshop 1995: 178-187

Coauthor Index

1Laure Allard [11]
2Hilan Bensusan [8]
3João Gama (Joao Gama) [10]
4Michael Hatzopoulos [1]
5Melanie Hilario [3] [4] [5] [6] [7] [9] [10] [11] [12] [13] [14] [15] [16] [17] [18] [19] [20] [22]
6Irene Ntoutsi (Eirini Ntoutsi) [21]
7Julien Prados [11] [12] [14] [17] [18] [22]
8Elton Rexhepaj [12]
9Jean-Charles Sanchez [11]
10Yannis Theodoridis [21]
11Theoharis Theoharis [2]
12Michalis Vazirgiannis [1]
13Adam Woznica [13] [15] [16] [19]

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)