2008 |
22 | EE | Julien Prados,
Alexandros Kalousis,
Melanie Hilario:
Feature Selection with the logRatio Kernel.
SDM 2008: 177-187 |
21 | EE | Irene 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 |
20 | EE | Melanie Hilario,
Alexandros Kalousis:
Approaches to dimensionality reduction in proteomic biomarker studies.
Briefings in Bioinformatics 9(2): 102-118 (2008) |
2007 |
19 | EE | Adam Woznica,
Alexandros Kalousis,
Melanie Hilario:
Learning to combine distances for complex representations.
ICML 2007: 1031-1038 |
18 | EE | Alexandros 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 |
17 | EE | Julien Prados,
Alexandros Kalousis,
Melanie Hilario:
On Preprocessing of SELDI-MS Data and its Evaluation.
CBMS 2006: 953-958 |
16 | EE | Adam Woznica,
Alexandros Kalousis,
Melanie Hilario:
Distances and (Indefinite) Kernels for Sets of Objects.
ICDM 2006: 1151-1156 |
15 | EE | Adam 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 |
14 | EE | Alexandros Kalousis,
Julien Prados,
Melanie Hilario:
Stability of Feature Selection Algorithms.
ICDM 2005: 218-225 |
13 | EE | Adam Woznica,
Alexandros Kalousis,
Melanie Hilario:
Kernels over Relational Algebra Structures.
PAKDD 2005: 588-598 |
12 | EE | Alexandros Kalousis,
Julien Prados,
Elton Rexhepaj,
Melanie Hilario:
Feature Extraction from Mass Spectra for Classification of Pathological States.
PKDD 2005: 536-543 |
2004 |
11 | EE | Alexandros 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 |
10 | EE | Alexandros 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 |
8 | EE | Hilan Bensusan,
Alexandros Kalousis:
Estimating the Predictive Accuracy of a Classifier.
ECML 2001: 25-36 |
7 | EE | Alexandros Kalousis,
Melanie Hilario:
Feature Selection for Meta-learning.
PAKDD 2001: 222-233 |
6 | EE | Melanie 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 |
4 | EE | Alexandros Kalousis,
Melanie Hilario:
Model selection via meta-learning: a comparative study.
ICTAI 2000: 406-413 |
3 | EE | Melanie Hilario,
Alexandros Kalousis:
Quantifying the Resilience of Inductive Classification Algorithms.
PKDD 2000: 106-115 |
1999 |
2 | EE | Alexandros 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 |