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1

Factorizing LambdaMART for cold start recommendations

Nguyen, Phong, Wang, Jun, Kalousis, Alexandros

Journal:

Machine Learning

Year:

2016

Language:

english

File:

PDF, 523 KB

english, 2016

2

Stability of feature selection algorithms: a study on high-dimensional spaces

Alexandros Kalousis, Julien Prados, Melanie Hilario

Journal:

Knowledge and Information Systems

Year:

2007

Language:

english

File:

PDF, 782 KB

english, 2007

3

On Data and Algorithms: Understanding Inductive Performance

Alexandros Kalousis, João Gama, Melanie Hilario

Journal:

Machine Learning

Year:

2004

Language:

english

File:

PDF, 567 KB

english, 2004

4

Cosmic muon flux measurements at the Kimballton Underground Research Facility

Kalousis, L N, Guarnaccia, E, Link, J M, Mariani, C, Pelkey, R

Journal:

Journal of Instrumentation

Year:

2014

Language:

english

File:

PDF, 846 KB

english, 2014

5

[IEEE Proceedings. 19th IEEE International Symposium on Computer-Based Medical Systems - Salt Lake City, UT ()] 19th IEEE Symposium on Computer-Based Medical Systems (CBMS'06) - On Preprocessing of SELDI-MS Data and its Evaluation

Prados, J., Kalousis, A., Hilario, M.

Year:

2006

Language:

english

File:

PDF, 239 KB

english, 2006

6

NOEMON: Design, implementation and performance results of an intelligent assistant for classifier selection☆

Kalousis, Alexandros, Theoharis, Theoharis

Journal:

Intelligent Data Analysis

Year:

1999

Language:

english

File:

PDF, 2.50 MB

english, 1999

7

Boswellic acids and their derivatives as potent regulators of glucocorticoid receptor actions

Karra, Aikaterini G., Tziortziou, Maria, Kylindri, Paraskevi, Georgatza, Dimitra, Gorgogietas, Vyron A., Makiou, Anthi, Krokida, Afroditi, Tsialtas, Ioannis, Kalousi, Foteini D., Papadopoulos, Georgio

Journal:

Archives of Biochemistry and Biophysics

Year:

2020

File:

PDF, 8.01 MB

2020

8

Processing and classification of protein mass spectra

Melanie Hilario, Alexandros Kalousis, Christian Pellegrini, Markus Müller

Journal:

Mass Spectrometry Reviews

Year:

2006

Language:

english

File:

PDF, 760 KB

english, 2006

9

Standard machine learning algorithms applied to UPLC-TOF/MS metabolic fingerprinting for the discovery of wound biomarkers in Arabidopsis thaliana

Julien Boccard, Alexandros Kalousis, Melanie Hilario, Pierre Lantéri, Mohamed Hanafi, Gérard Mazerolles, Jean-Luc Wolfender, Pierre-Alain Carrupt, Serge Rudaz

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2010

Language:

english

File:

PDF, 664 KB

english, 2010

10

Sample preparation and bioinformatics in MALDI profiling of urinary proteins

Panagiotis Zerefos, Julien Prados, Sophia Kossida, Alexandros Kalousis, Antonia Vlahou

Journal:

Journal of Chromatography B

Year:

2007

Language:

english

File:

PDF, 1.76 MB

english, 2007

11

NOEMON: Design, implementation and performance results of an intelligent assistant for classifier selection

Alexandros Kalousis, Theoharis Theoharis

Journal:

Intelligent Data Analysis

Year:

1999

Language:

english

File:

PDF, 164 KB

english, 1999

12

Machine learning approaches to lung cancer prediction from mass spectra

Melanie Hilario, Alexandros Kalousis, Markus Müller, Christian Pellegrini

Journal:

Year:

2003

Language:

english

File:

PDF, 63 KB

english, 2003

13

Mining mass spectra for diagnosis and biomarker discovery of cerebral accidents

Julien Prados, Alexandros Kalousis, Jean-Charles Sanchez, Laure Allard, Odile Carrette, Melanie Hilario

Journal:

Year:

2004

Language:

english

File:

PDF, 149 KB

english, 2004

14

Addressing the Challenge of Defining Valid Proteomic Biomarkers and Classifiers

Mohammed Dakna, Keith Harris, Alexandros Kalousis, Sebastien Carpentier, Walter Kolch, Joost P Schanstra, Marion Haubitz, Antonia Vlahou, Harald Mischak, Mark Girolami

Journal:

BMC Bioinformatics

Year:

2010

Language:

english

File:

PDF, 382 KB

english, 2010

15

Reconstitution of human hypoxia inducible factor HIF-1 in yeast: A simple in vivo system to identify and characterize HIF-1α effectors

Georgia G. Braliou, Emmanouil Venieris, Alkmini Kalousi, George Simos

Journal:

Biochemical and Biophysical Research Communications

Year:

2006

Language:

english

File:

PDF, 376 KB

english, 2006

16

Data mining for mass-spectra based diagnosis and biomarker discovery

Melanie Hilario, Alexandros Kalousis, Julien Prados, Pierre-Alain Binz

Journal:

Drug Discovery Today: BIOSILICO

Year:

2004

Language:

english

File:

PDF, 258 KB

english, 2004

17

The nucleoporin 153, a novel factor in double-strand break repair and DNA damage response

Lemaître, C, Fischer, B, Kalousi, A, Hoffbeck, A-S, Guirouilh-Barbat, J, Shahar, O D, Genet, D, Goldberg, M, Betrand, P, Lopez, B, Brino, L, Soutoglou, E

Journal:

Year:

2012

Language:

english

File:

PDF, 2.27 MB

english, 2012

18

The central-pedicled intracorial skin-flap technique for reconstruction of the nipple-areola complex (NAC)

Eirini Liodaki, Philipp-Alexander Bergmann, Konstantinos Kalousis, Peter Mailänder, Frank Siemers

Journal:

Year:

2013

Language:

english

File:

PDF, 699 KB

english, 2013

19

The use of arsenic according to “Comprehensive Toxicology” by C.O. Hawthorne, translated by A.I. Georgiades in 1899

Maria Mironidou-Tzouveleki, Charalampos Dokos, Konstantinos Kalousis

Journal:

Toxicology Letters

Year:

2008

Language:

english

File:

PDF, 84 KB

english, 2008

20

[ACM Press the 18th ACM SIGKDD international conference - Beijing, China (2012.08.12-2012.08.16)] Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '12 - Model mining for robust feature selection

Woznica, Adam, Nguyen, Phong, Kalousis, Alexandros

Year:

2012

Language:

english

File:

PDF, 685 KB

english, 2012

21

Intravenous colistin in a patient with serious burns and borderline syndrome: The benefits of therapeutic drug monitoring

Bode-Böger, Stefanie M., Schopp, Brigitte, Tröger, Uwe, Martens-Lobenhoffer, Jens, Kalousis, Konstantin, Mailänder, Peter

Journal:

International Journal of Antimicrobial Agents

Year:

2013

Language:

english

File:

PDF, 490 KB

english, 2013

22

[ACM Press the 2009 international conference - London, United Kingdom (2009.07.13-2009.07.17)] Proceedings of the 2009 international conference on Pervasive services - ICPS '09 - Predicting the location of mobile users

Anagnostopoulos, Theodoros, Anagnostopoulos, Christos, Hadjiefthymiades, Stathes, Kyriakakos, Miltos, Kalousis, Alexandros

Year:

2009

Language:

english

File:

PDF, 572 KB

english, 2009

23

MgcRacGAP, a cytoskeleton regulator, inhibits HIF-1 transcriptional activity by blocking its dimerization

Lyberopoulou, Aggeliki, Mylonis, Ilias, Papachristos, George, Sagris, Dimitrios, Kalousi, Alkmini, Befani, Christina, Liakos, Panagiotis, Simos, George, Georgatsou, Eleni

Journal:

Biochimica et Biophysica Acta (BBA) - Molecular Cell Research

Year:

2013

Language:

english

File:

PDF, 896 KB

english, 2013

24

Prophylactic antibiotic therapy after inhalation injury

Liodaki, Eirini, Kalousis, Konstantinos, Schopp, Brigitte E., Mailänder, Peter, Stang, Felix

Journal:

Year:

2014

Language:

english

File:

PDF, 315 KB

english, 2014

25

Oxygen-dependent secretion of a bioactive hepcidin-GFP chimera

Chachami, Georgia, Lyberopoulou, Aggeliki, Kalousi, Alkmini, Paraskeva, Efrosyni, Pantopoulos, Kostas, Simos, George

Journal:

Biochemical and Biophysical Research Communications

Year:

2013

Language:

english

File:

PDF, 777 KB

english, 2013

26

Identifying Harvest Maturity Indices for Five Cultivars of Gooseberry ( Ribes uva-crispa ) Fruit

Kalousis, Nikolaos K., Cullum, John, Wainwright, Henry

Journal:

Small Fruits Review

Year:

2005

Language:

english

File:

PDF, 664 KB

english, 2005

27

[IEEE Comput. Soc 16th IEEE International Conference on Tools with Artificial Intelligence - Boca Raton, FL, USA (15-17 Nov. 2004)] 16th IEEE International Conference on Tools with Artificial Intelligence - Distilling classification models from cross validation runs: an application to mass spectrometry

Kalousis, A., Prados, J., Sanchez, J.-C., Allard, L., Hilario, M.

Year:

2004

Language:

english

File:

PDF, 132 KB

english, 2004

28

[IEEE Sixth International Conference on Data Mining (ICDM'06) - Hong Kong, China (2006.12.18-2006.12.22)] Sixth International Conference on Data Mining (ICDM'06) - Distances and (Indefinite) Kernels for Sets of Objects

Woznica, Adam, Kalousis, Alexandros, Hilario, Melanie

Year:

2006

Language:

english

File:

PDF, 134 KB

english, 2006

29

[IEEE Comput. Soc Twelfth Internationals Conference on Tools with Artificial Intelligence. ICTAI 2000 - Vancouver, BC, Canada (13-15 Nov. 2000)] Proceedings 12th IEEE Internationals Conference on Tools with Artificial Intelligence. ICTAI 2000 - Model selection via meta-learning: a comparative study

Kalousis, A., Hilario, M.

Year:

2000

Language:

english

File:

PDF, 643 KB

english, 2000

30

[IEEE IEEE International Conference on Pervasive Services - The Marmara Istanbul (2007.07.15-2007.07.20)] IEEE International Conference on Pervasive Services - Path Prediction through Data Mining

Anagnostopoulos, Theodoros, Anagnostopoulos, Christos B., Hadjiefthymiades, Stathes, Kalousis, Alexandros, Kyriakakos, Miltos

Year:

2007

Language:

english

File:

PDF, 1.61 MB

english, 2007

31

[IEEE Fifth IEEE International Conference on Data Mining (ICDM'05) - Houston, TX, USA (27-30 Nov. 2005)] Fifth IEEE International Conference on Data Mining (ICDM'05) - Stability of Feature Selection Algorithms

Kalousis, A., Prados, J., Hilario, M.

Year:

2005

Language:

english

File:

PDF, 238 KB

english, 2005

32

[IEEE 2010 IEEE 10th International Conference on Data Mining (ICDM) - Sydney, Australia (2010.12.13-2010.12.17)] 2010 IEEE International Conference on Data Mining - Adaptive Distances on Sets of Vectors

Woznica, Adam, Kalousis, Alexandros

Year:

2010

Language:

english

File:

PDF, 322 KB

english, 2010

33

Casein kinase 1 regulates human hypoxia-inducible factor HIF-1

Kalousi, A., Mylonis, I., Politou, A. S., Chachami, G., Paraskeva, E., Simos, G.

Journal:

Journal of Cell Science

Year:

2010

Language:

english

File:

PDF, 1.32 MB

english, 2010

34

Numerical implementation of lepton-nucleus interactions and its effect on neutrino oscillation analysis

Jen, C.-M., Ankowski, A. M., Benhar, O., Furmanski, A. P., Kalousis, L. N., Mariani, C.

Journal:

Physical Review D

Year:

2014

Language:

english

File:

PDF, 2.68 MB

english, 2014

35

[IEEE 2012 IEEE 12th International Conference on Data Mining (ICDM) - Brussels, Belgium (2012.12.10-2012.12.13)] 2012 IEEE 12th International Conference on Data Mining - Learning Heterogeneous Similarity Measures for Hybrid-Recommendations in Meta-Mining

Nguyen, Phong, Wang, Jun, Hilario, Melanie, Kalousis, Alexandros

Year:

2012

Language:

english

File:

PDF, 271 KB

english, 2012

36

The Data Mining OPtimization Ontology

Keet, C. Maria, Ławrynowicz, Agnieszka, d’Amato, Claudia, Kalousis, Alexandros, Nguyen, Phong, Palma, Raul, Stevens, Robert, Hilario, Melanie

Journal:

Web Semantics: Science, Services and Agents on the World Wide Web

Year:

2015

Language:

english

File:

PDF, 560 KB

english, 2015

37

Identification of MAPK Phosphorylation Sites and Their Role in the Localization and Activity of Hypoxia-inducible Factor-1

Mylonis, I., Chachami, G., Samiotaki, M., Panayotou, G., Paraskeva, E., Kalousi, A., Georgatsou, E., Bonanou, S., Simos, G.

Journal:

Journal of Biological Chemistry

Year:

2006

Language:

english

File:

PDF, 1.01 MB

english, 2006

38

Approaches to dimensionality reduction in proteomic biomarker studies

Hilario, M., Kalousis, A.

Journal:

Briefings in Bioinformatics

Year:

2007

Language:

english

File:

PDF, 214 KB

english, 2007

39

A high-throughput chemical screen with FDA approved drugs reveals that the antihypertensive drug Spironolactone impairs cancer cell survival by inhibiting homology directed repair

Shahar, O. D., Kalousi, A., Eini, L., Fisher, B., Weiss, A., Darr, J., Mazina, O., Bramson, S., Kupiec, M., Eden, A., Meshorer, E., Mazin, A. V., Brino, L., Goldberg, M., Soutoglou, E.

Journal:

Nucleic Acids Research

Year:

2014

Language:

english

File:

PDF, 3.49 MB

english, 2014

40

MODEL SELECTION VIA META-LEARNING: A COMPARATIVE STUDY

ALEXANDROS, KALOUSIS, MELANIE, HILARIO

Journal:

International Journal of Artificial Intelligence Tools

Year:

2001

Language:

english

File:

PDF, 4.06 MB

english, 2001

41

The Nuclear Oncogene SET Controls DNA Repair by KAP1 and HP1 Retention to Chromatin

Kalousi, Alkmini, Hoffbeck, Anne-Sophie, Selemenakis, Platonas N., Pinder, Jordan, Savage, Kienan I., Khanna, Kum Kum, Brino, Laurent, Dellaire, Graham, Gorgoulis, Vassilis G., Soutoglou, Evi

Journal:

Year:

2015

Language:

english

File:

PDF, 5.33 MB

english, 2015

42

[ACM Press the 24th international conference - Corvalis, Oregon (2007.06.20-2007.06.24)] Proceedings of the 24th international conference on Machine learning - ICML '07 - Learning to combine distances for complex representations

Woznica, Adam, Kalousis, Alexandros, Hilario, Melanie

Year:

2007

Language:

english

File:

PDF, 295 KB

english, 2007

43

[IEEE IEEE SMC'99 Conference Proceedings. 1999 IEEE International Conference on Systems, Man, and Cybernetics - Tokyo, Japan (12-15 Oct. 1999)] IEEE SMC'99 Conference Proceedings. 1999 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.99CH37028) - Building algorithm profiles for prior model selection in knowledge discovery systems

Hilario, M., Kalousis, A.

Year:

1999

Language:

english

File:

PDF, 755 KB

english, 1999

44

Nuclear compartmentalization of DNA repair

Kalousi, Alkmini, Soutoglou, Evi

Journal:

Current Opinion in Genetics & Development

Year:

2016

Language:

english

File:

PDF, 756 KB

english, 2016

45

Reduced Amputation Rate by Circular TNP Application on Split-Skin Grafts After Deep Dermal Foot Scalds in Insulin-Dependent Diabetic Patients

Kisch, Tobias, Liodaki, Maria E., Mauss, Karl L., Kalousis, Konstantinos, Wenzel, Eike T., Mailaender, Peter, Stang, Felix H.

Journal:

Journal of Burn Care & Research

Year:

2015

Language:

english

File:

PDF, 415 KB

english, 2015

46

TIRR regulates 53BP1 by masking its histone methyl-lysine binding function

Drané, Pascal, Brault, Marie-Eve, Cui, Gaofeng, Meghani, Khyati, Chaubey, Shweta, Detappe, Alexandre, Parnandi, Nishita, He, Yizhou, Zheng, Xiao-Feng, Botuyan, Maria Victoria, Kalousi, Alkmini, Yewdel

Journal:

Year:

2017

Language:

english

File:

PDF, 19.28 MB

english, 2017

47

[IEEE 2017 IEEE/ACS 14th International Conference on Computer Systems and Applications (AICCSA) - Hammamet, Tunisia (2017.10.30-2017.11.3)] 2017 IEEE/ACS 14th International Conference on Computer Systems and Applications (AICCSA) - Semi Supervised Relevance Learning for Feature Selection on High Dimensional Data

Brahim, Afef Ben, Kalousis, Alexandros

Year:

2017

Language:

english

File:

PDF, 323 KB

english, 2017

48

Tankyrases Promote Homologous Recombination and Check Point Activation in Response to DSBs

Nagy, Zita, Kalousi, Alkmini, Furst, Audrey, Koch, Marc, Fischer, Benoit, Soutoglou, Evi, Sekelsky, Jeff

Journal:

Year:

2016

Language:

english

File:

PDF, 9.68 MB

english, 2016

49

An Association Study between Hypoxia Inducible Factor-1alpha (HIF-1α) Polymorphisms and Osteonecrosis

Chachami, Georgia, Kalousi, Alkmini, Papatheodorou, Loukia, Lyberopoulou, Aggeliki, Nasikas, Vasileios, Tanimoto, Keiji, Simos, George, Malizos, Konstantinos N., Georgatsou, Eleni, Ray, Ratna B.

Journal:

Year:

2013

Language:

english

File:

PDF, 911 KB

english, 2013

50

The SoLid experiment

Journal:

Journal of Physics Conference Series

Year:

2017

Language:

english

File:

PDF, 422 KB

english, 2017