ElGhazel, H. : rechercher sur Z-Library

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1

Unsupervised feature selection with ensemble learning

Elghazel, Haytham, Aussem, Alex

Journal:

Machine Learning

Année:

2015

Langue:

english

Fichier:

PDF, 962 KB

english, 2015

2

A machine-learning framework for predicting multiple air pollutants' concentrations via multi-target regression and feature selection

Masmoudi, Sahar, Elghazel, Haytham, Taieb, Dalila, Yazar, Orhan, Kallel, Amjad

Journal:

Science of The Total Environment

Année:

2020

Langue:

english

Fichier:

PDF, 10.40 MB

english, 2020

3

A Graph b-coloring Framework for Data Clustering

Haytham Elghazel, Hamamache Kheddouci, Véronique Deslandres, Alain Dussauchoy

Journal:

Journal of Mathematical Modelling and Algorithms in Operations Research

Année:

2008

Langue:

english

Fichier:

PDF, 763 KB

english, 2008

4

A semi-supervised feature ranking method with ensemble learning

Fazia Bellal, Haytham Elghazel, Alex Aussem

Journal:

Pattern Recognition Letters

Année:

2012

Langue:

english

Fichier:

PDF, 301 KB

english, 2012

5

Ensemble constrained Laplacian score for efficient and robust semi-supervised feature selection

Benabdeslem, Khalid, Elghazel, Haytham, Hindawi, Mohammed

Journal:

Knowledge and Information Systems

Année:

2016

Langue:

english

Fichier:

PDF, 1.00 MB

english, 2016

6

An extensive empirical comparison of ensemble learning methods for binary classification

Narassiguin, Anil, Bibimoune, Mohamed, Elghazel, Haytham, Aussem, Alex

Journal:

Pattern Analysis and Applications

Année:

2016

Langue:

english

Fichier:

PDF, 960 KB

english, 2016

7

[IEEE 2019 International Conference on Document Analysis and Recognition (ICDAR) - Sydney, Australia (2019.9.20-2019.9.25)] 2019 International Conference on Document Analysis and Recognition (ICDAR) - Recurrent Neural Network Approach for Table Field Extraction in Business Documents

Sage, Clement, Aussem, Alexandre, Elghazel, Haytham, Eglin, Veronique, Espinas, Jeremy

Année:

2019

Fichier:

PDF, 9.73 MB

2019

8

[IEEE 2011 International Conference on Innovations in Information Technology (IIT) - Abu Dhabi, United Arab Emirates (2011.04.25-2011.04.27)] 2011 International Conference on Innovations in Information Technology - Graph modeling based video event detection

Ben Aoun, Najib, Elghazel, Haytham, Ben Amar, Chokri

Année:

2011

Langue:

english

Fichier:

PDF, 325 KB

english, 2011

9

Different Aspects of Clustering The Self-Organizing Maps

Haytham Elghazel, Khalid Benabdeslem

Journal:

Neural Processing Letters

Année:

2014

Langue:

english

Fichier:

PDF, 521 KB

english, 2014

10

Pericentric inversion of chromosom 12 [Inv (12) (p12q12)] associated with idiopathic azoospermia in one infertile Tunisian man

Ghorbel, Myriam, Baklouti-Gargouri, Siwar, ElGhazel, Hatem, Zribi, Nacira, Abdallah, Fatma Ben, Cherif, Meriem, Fakhfakh, Faiza, Saad, Ali, Ammar-Keskes, Leila

Journal:

Biochemical and Biophysical Research Communications

Année:

2013

Langue:

english

Fichier:

PDF, 327 KB

english, 2013

11

A hybrid algorithm for Bayesian network structure learning with application to multi-label learning

Gasse, Maxime, Aussem, Alex, Elghazel, Haytham

Journal:

Expert Systems with Applications

Année:

2014

Langue:

english

Fichier:

PDF, 5.74 MB

english, 2014

12

Évaluation du risque génotoxique dans un laboratoire d’anatomopathologie par le test des micronoyaux

Brahem, A., Bouraoui, S., ElGhazel, H., Ben Amor, A., Saad, A., Dabbebi, F., Mrizek, N.

Journal:

Archives des Maladies Professionnelles et de l'Environnement

Année:

2011

Fichier:

PDF, 255 KB

2011

13

[IEEE 2013 IEEE 27th International Conference on Advanced Information Networking and Applications (AINA) - Barcelona (2013.3.25-2013.3.28)] 2013 IEEE 27th International Conference on Advanced Information Networking and Applications (AINA) - An Event-Driven Clustering Scheme for Data Aggregation in Real-Time Wireless Sensor Networks

Abid, B., Elghazel, W., Seba, H., Mbengue, S.

Année:

2013

Langue:

english

Fichier:

PDF, 628 KB

english, 2013

14

[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 - Feature Selection for Unsupervised Learning Using Random Cluster Ensembles

Elghazel, Haytham, Aussem, Alex

Année:

2010

Langue:

english

Fichier:

PDF, 188 KB

english, 2010

15

[IEEE 2011 IEEE 11th International Conference on Data Mining (ICDM) - Vancouver, BC, Canada (2011.12.11-2011.12.14)] 2011 IEEE 11th International Conference on Data Mining - Semi-supervised Feature Importance Evaluation with Ensemble Learning

Barkia, Hasna, Elghazel, Haytham, Aussem, Alex

Année:

2011

Langue:

english

Fichier:

PDF, 234 KB

english, 2011

16

Dependability of wireless sensor networks for industrial prognostics and health management

Elghazel, W., Bahi, J., Guyeux, C., Hakem, M., Medjaher, K., Zerhouni, N.

Journal:

Computers in Industry

Année:

2015

Langue:

english

Fichier:

PDF, 1.65 MB

english, 2015

17

[IEEE 2015 IEEE Aerospace Conference - Big Sky, MT, USA (2015.3.7-2015.3.14)] 2015 IEEE Aerospace Conference - Random forests for industrial device functioning diagnostics using wireless sensor networks

Elghazel, Wiem, Medjaher, Kamal, Zerhouni, Noureddine, Bahi, Jacques, Farhat, Ahmad, Guyeux, Christophe, Hakem, Mourad

Année:

2015

Langue:

english

Fichier:

PDF, 3.78 MB

english, 2015

18

[IEEE 2007 2nd International Conference on Digital Information Management - Lyon, France (2007.10.28-2007.10.31)] 2007 2nd International Conference on Digital Information Management - Clinical pathway analysis using graph-based approach and Markov models

Elghazel, Haytham, Deslandres, Veronique, Kallel, Kassem, Dussauchoy, Alain

Année:

2007

Langue:

english

Fichier:

PDF, 511 KB

english, 2007

19

Determination of elastic modulus, tensile strength and fracture toughness of bioceramics using the flattened Brazilian disc specimen: analytical and numerical results

Elghazel, A., Taktak, R., Bouaziz, J.

Journal:

Ceramics International

Année:

2015

Langue:

english

Fichier:

PDF, 3.15 MB

english, 2015

20

[IEEE 2006 International Conference on Service Systems and Service Management - Troyes, France (2006.10.25-2006.10.27)] 2006 International Conference on Service Systems and Service Management - A New Graph-Based Clustering Approach: Application to PMSI Data

Elghazel, Haytham, Kheddouci, Hamamache, Deslandres, Veronique, Dussauchoy, Alain

Année:

2006

Langue:

english

Fichier:

PDF, 6.42 MB

english, 2006

21

Resiliency in Distributed Sensor Networks for Prognostics and Health Management of the Monitoring Targets

Bahi, J., Elghazel, W., Guyeux, C., Haddad, M., Hakem, M., Medjaher, K., Zerhouni, N.

Journal:

The Computer Journal

Année:

2016

Langue:

english

Fichier:

PDF, 352 KB

english, 2016

22

[IEEE 2015 IEEE 27th International Conference on Tools with Artificial Intelligence (ICTAI) - Vietri sul Mare, Italy (2015.11.9-2015.11.11)] 2015 IEEE 27th International Conference on Tools with Artificial Intelligence (ICTAI) - Ensemble Multi-label Classification: A Comparative Study on Threshold Selection and Voting Methods

Gharroudi, Ouadie, Elghazel, Haytham, Aussem, Alex

Année:

2015

Langue:

english

Fichier:

PDF, 215 KB

english, 2015

23

Ensemble multi-label text categorization based on rotation forest and latent semantic indexing

Elghazel, Haytham, Aussem, Alex, Gharroudi, Ouadie, Saadaoui, Wafa

Journal:

Expert Systems with Applications

Année:

2016

Langue:

english

Fichier:

PDF, 1.19 MB

english, 2016

24

A Genome-Wide Association Study Identifies a Novel Locus for Bortezomib-Induced Peripheral Neuropathy in European Multiple Myeloma Patients

Magrangeas, F., Kuiper, R., Avet-Loiseau, H., Gourraud, W., Guerin-Charbonnel, C., Ferrer, L., Aussem, A., Elghazel, H., Suhard, J., Der Sarkissian, H., Attal, M., Munshi, N. C., Sonneveld, P., Dumont

Journal:

Clinical Cancer Research

Année:

2016

Langue:

english

Fichier:

PDF, 483 KB

english, 2016

25

Combined numerical and experimental mechanical characterization of a calcium phosphate ceramic using modifief Brazilian disc and SCB specimen

Elghazel, A., Taktak, R., Bouaziz, J.

Journal:

Materials Science and Engineering: A

Année:

2016

Langue:

english

Fichier:

PDF, 1.73 MB

english, 2016

26

Clinical pathway clustering using graph b-colouring and Markov models

Elghazel, Haytham, Deslandres, Veronique, Kallel, Kassem, Dussauchoy, Alain

Journal:

International Journal of Biomedical Engineering and Technology

Année:

2010

Langue:

english

Fichier:

PDF, 365 KB

english, 2010

27

[IEEE 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW) - Barcelona, Spain (2016.12.12-2016.12.15)] 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW) - A Semi-Supervised Ensemble Approach for Multi-label Learning

Gharroudi, Ouadie, Elghazel, Haytham, Aussem, Alexandre

Année:

2016

Langue:

english

Fichier:

PDF, 206 KB

english, 2016

28

[IEEE 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW) - Barcelona, Spain (2016.12.12-2016.12.15)] 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW) - Similarity Tree Pruning: A Novel Dynamic Ensemble Selection Approach

Narassiguin, Anil, Elghazel, Haytham, Aussem, Alex

Année:

2016

Langue:

english

Fichier:

PDF, 211 KB

english, 2016

29

Tricalcium phosphate-Fluorapatite as bone tissue engineering: Evaluation of bioactivity and biocompatibility

Taktak, Rym, Elghazel, Achwek, Bouaziz, Jamel, Charfi, Slim, Keskes, Hassib

Journal:

Materials Science and Engineering: C

Année:

2017

Langue:

english

Fichier:

PDF, 1.55 MB

english, 2017

30

Mechanical and tribological properties of tricalcium phosphate reinforced with fluorapatite as coating for orthopedic implant

Elghazel, Achouak, Taktak, Rym, Elleuch, Khaled, Bouaziz, Jamel

Journal:

Materials Letters

Année:

2018

Langue:

english

Fichier:

PDF, 2.20 MB

english, 2018

31

Reliable diagnostics using wireless sensor networks

Bahi, Jacques, Elghazel, Wiem, Guyeux, Christophe, Hakem, Mourad, Medjaher, Kamal, Zerhouni, Noureddine

Journal:

Computers in Industry

Année:

2019

Langue:

english

Fichier:

PDF, 3.35 MB

english, 2019