Alexandros Kalousis

	2012
32		Huyen Do, Alexandros Kalousis, Jun Wang, Adam Woznica: A metric learning perspective of SVM: on the relation of SVM and LMNN CoRR abs/1201.4714: (2012)
31		Huyen Do, Alexandros Kalousis, Jun Wang, Adam Woznica: A metric learning perspective of SVM: on the relation of LMNN and SVM. Journal of Machine Learning Research - Proceedings Track 22: 308-317 (2012)
	2011
30		Jun Wang, Huyen Do, Adam Woznica, Alexandros Kalousis: Metric Learning with Multiple Kernels. NIPS 2011: 1170-1178
29		Melanie Hilario, Phong Nguyen, Huyen Do, Adam Woznica, Alexandros Kalousis: Ontology-Based Meta-Mining of Knowledge Discovery Workflows. Meta-Learning in Computational Intelligence 2011: 273-315
	2010
28		Adam Woznica, Alexandros Kalousis: Adaptive Distances on Sets of Vectors. ICDM 2010: 579-588
27		Adam Woznica, Alexandros Kalousis, Melanie Hilario: Adaptive Matching Based Kernels for Labelled Graphs. PAKDD (2) 2010: 374-385
26		Adam Woznica, Alexandros Kalousis: A New Framework for Dissimilarity and Similarity Learning. PAKDD (2) 2010: 386-397
25		Mohammed Dakna, Keith Harris, Alexandros Kalousis, Sebastien Carpentier, Walter Kolch, Joost P. Schanstra, Marion Haubitz, Antonia Vlahou, Harald Mischak, Mark Girolami: Addressing the Challenge of Defining Valid Proteomic Biomarkers and Classifiers. BMC Bioinformatics 11: 594 (2010)
	2009
24		Huyen Do, Alexandros Kalousis, Melanie Hilario: Feature Weighting Using Margin and Radius Based Error Bound Optimization in SVMs. ECML/PKDD (1) 2009: 315-329
23		Huyen Do, Alexandros Kalousis, Adam Woznica, Melanie Hilario: Margin and Radius Based Multiple Kernel Learning. ECML/PKDD (1) 2009: 330-343
	2008
22		Julien Prados, Alexandros Kalousis, Melanie Hilario: Feature Selection with the logRatio Kernel. SDM 2008: 177-187
21		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		Melanie Hilario, Alexandros Kalousis: Approaches to dimensionality reduction in proteomic biomarker studies. Briefings in Bioinformatics 9(2): 102-118 (2008)
	2007
19		Adam Woznica, Alexandros Kalousis, Melanie Hilario: Learning to combine distances for complex representations. ICML 2007: 1031-1038
18		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		Julien Prados, Alexandros Kalousis, Melanie Hilario: On Preprocessing of SELDI-MS Data and its Evaluation. CBMS 2006: 953-958
16		Adam Woznica, Alexandros Kalousis, Melanie Hilario: Distances and (Indefinite) Kernels for Sets of Objects. ICDM 2006: 1151-1156
15		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		Alexandros Kalousis, Julien Prados, Melanie Hilario: Stability of Feature Selection Algorithms. ICDM 2005: 218-225
13		Adam Woznica, Alexandros Kalousis, Melanie Hilario: Kernels over Relational Algebra Structures. PAKDD 2005: 588-598
12		Alexandros Kalousis, Julien Prados, Elton Rexhepaj, Melanie Hilario: Feature Extraction from Mass Spectra for Classification of Pathological States. PKDD 2005: 536-543
	2004
11		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		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		Hilan Bensusan, Alexandros Kalousis: Estimating the Predictive Accuracy of a Classifier. ECML 2001: 25-36
7		Alexandros Kalousis, Melanie Hilario: Feature Selection for Meta-learning. PAKDD 2001: 222-233
6		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		Alexandros Kalousis, Melanie Hilario: Model selection via meta-learning: a comparative study. ICTAI 2000: 406-413
3		Melanie Hilario, Alexandros Kalousis: Quantifying the Resilience of Inductive Classification Algorithms. PKDD 2000: 106-115
	1999
2		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

Coauthor Index

1	Laure Allard	[11]
2	Hilan Bensusan	[8]
3	Sebastien Carpentier	[25]
4	Mohammed Dakna	[25]
5	Huyen Do	[23] [24] [29] [30] [31] [32]
6	João Gama (Joao Gama)	[10]
7	Mark A. Girolami (Mark Girolami)	[25]
8	Keith Harris	[25]
9	Michael Hatzopoulos	[1]
10	Marion Haubitz	[25]
11	Melanie Hilario	[3] [4] [5] [6] [7] [9] [10] [11] [12] [13] [14] [15] [16] [17] [18] [19] [20] [22] [23] [24] [27] [29]
12	Walter Kolch	[25]
13	Harald Mischak	[25]
14	Phong Nguyen	[29]
15	Eirini Ntoutsi (Irene Ntoutsi)	[21]
16	Julien Prados	[11] [12] [14] [17] [18] [22]
17	Elton Rexhepaj	[12]
18	Jean-Charles Sanchez	[11]
19	Joost P. Schanstra	[25]
20	Yannis Theodoridis	[21]
21	Theoharis Theoharis	[2]
22	Michalis Vazirgiannis	[1]
23	Antonia Vlahou	[25]
24	Jun Wang	[30] [31] [32]
25	Adam Woznica	[13] [15] [16] [19] [23] [26] [27] [28] [29] [30] [31] [32]

Colors in the list of coauthors

Last update Sat Jun 2 20:57:36 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page