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1

Robust ensemble learning framework for day-ahead forecasting of household based energy consumption

Alobaidi, Mohammad H., Chebana, Fateh, Meguid, Mohamed A.

Journal:

Année:

2018

Langue:

english

Fichier:

PDF, 1.47 MB

english, 2018

2

Flood frequency analysis at ungauged sites based on regionally estimated streamflows

Requena, Ana I., Ouarda, Taha B. M. J., Chebana, Fateh

Journal:

Journal of Hydrometeorology

Année:

2017

Langue:

english

Fichier:

PDF, 2.53 MB

english, 2017

3

Using Functional Data Analysis to Calibrate and Evaluate Hydrological Model Performance

Larabi, Samah, St-Hilaire, André, Chebana, Fateh, Latraverse, Marco

Journal:

Journal of Hydrologic Engineering

Année:

2018

Langue:

english

Fichier:

PDF, 1.13 MB

english, 2018

4

Change point detection of flood events using a functional data framework

Alaya, Mohamed Ali Ben, Ternynck, Camille, Dabo-Niang, Sophie, Chebana, Fateh, Ouarda, Taha B.M.J.

Journal:

Advances in Water Resources

Année:

2020

Langue:

english

Fichier:

PDF, 1.37 MB

english, 2020

5

Exploratory functional flood frequency analysis and outlier detection

Chebana, Fateh, Dabo-Niang, Sophie, Ouarda, Taha B. M. J.

Journal:

Water Resources Research

Année:

2012

Langue:

english

Fichier:

PDF, 2.64 MB

english, 2012

6

Testing for multivariate trends in hydrologic frequency analysis

Chebana, Fateh, Ouarda, Taha B.M.J., Duong, Thuy Chinh

Journal:

Journal of Hydrology

Année:

2013

Langue:

english

Fichier:

PDF, 344 KB

english, 2013

7

Fast and direct nonparametric procedures in the L-moment homogeneity test

Masselot, Pierre, Chebana, Fateh, Ouarda, Taha B.M.J.

Journal:

Stochastic Environmental Research and Risk Assessment

Année:

2017

Langue:

english

Fichier:

PDF, 971 KB

english, 2017

8

Streamflow forecasting using functional regression

Masselot, Pierre, Dabo-Niang, Sophie, Chebana, Fateh, Ouarda, Taha B.M.J.

Journal:

Journal of Hydrology

Année:

2016

Langue:

english

Fichier:

PDF, 928 KB

english, 2016

9

Multivariate extreme value identification using depth functions

Fateh Chebana, Taha B.M.J. Ouarda

Journal:

Année:

2011

Langue:

english

Fichier:

PDF, 827 KB

english, 2011

10

Multivariate homogeneity testing in a northern case study in the province of Quebec, Canada

Fateh Chebana, Taha B. M. J. Ouarda, Pierre Bruneau, Marc Barbet, Salaheddine El Adlouni, Marco Latraverse

Journal:

Hydrological Processes

Année:

2009

Langue:

english

Fichier:

PDF, 490 KB

english, 2009

11

Processus de Bickel–Rosenblatt pondéré et tests d'ajustement

Journal:

Comptes Rendus Mathematique

Année:

2004

Langue:

french

Fichier:

PDF, 107 KB

french, 2004

12

M-processes and applications

Journal:

Comptes Rendus Mathematique

Année:

2007

Langue:

french

Fichier:

PDF, 167 KB

french, 2007

13

A locally asymptotically powerful test for nonlinear autoregressive models

Fateh Chebana, Naâmane Laïb

Journal:

Comptes Rendus Mathematique

Année:

2008

Langue:

french

Fichier:

PDF, 205 KB

french, 2008

14

Functional asymptotic normality of the -deviation of the kernel density estimation indexed by classes of weight functions

Journal:

Journal of Statistical Planning and Inference

Année:

2006

Langue:

english

Fichier:

PDF, 314 KB

english, 2006

15

On the optimization of the weighted Bickel–Rosenblatt test

Journal:

Statistics & Probability Letters

Année:

2004

Langue:

english

Fichier:

PDF, 264 KB

english, 2004

16

Spatial variability of climate effects on ischemic heart disease hospitalization rates for the period 1989-2006 in Quebec, Canada

Lampouguin Bayentin, Salaheddine El Adlouni, Taha BMJ Ouarda, Pierre Gosselin, Bernard Doyon, Fateh Chebana

Journal:

International Journal of Health Geographics

Année:

2010

Langue:

english

Fichier:

PDF, 1.13 MB

english, 2010

17

Mixed estimation methods for Halphen distributions with applications in extreme hydrologic events

Fateh Chebana, Salaheddine El Adlouni, Bernard Bobée

Journal:

Stochastic Environmental Research and Risk Assessment

Année:

2010

Langue:

english

Fichier:

PDF, 684 KB

english, 2010

18

A simultaneous test for conditional mean and conditional variance functions in time series models with martingale difference innovations

Naâmane Laïb, Fateh Chebana

Journal:

Statistical Methodology

Année:

2011

Langue:

english

Fichier:

PDF, 338 KB

english, 2011

19

Health impacts of the July 2010 heat wave in Québec, Canada

Ray Bustinza, Germain Lebel, Pierre Gosselin, Diane Bélanger, Fateh Chebana

Journal:

BMC Public Health

Année:

2013

Langue:

english

Fichier:

PDF, 297 KB

english, 2013

20

A general and flexible methodology to define thresholds for heat health watch and warning systems, applied to the province of Québec (Canada)

Fateh Chebana, Barbara Martel, Pierre Gosselin…

Journal:

International Journal of Biometeorology

Année:

2013

Langue:

english

Fichier:

PDF, 1.05 MB

english, 2013

21

Weighted estimate of extreme quantile: an application to the estimation of high flood return periods

Lekina, Alexandre, Chebana, Fateh, Ouarda, Taha B. M. J.

Journal:

Stochastic Environmental Research and Risk Assessment

Année:

2014

Langue:

english

Fichier:

PDF, 2.26 MB

english, 2014

22

Copula representation of bivariate L -moments: a new estimation method for multiparameter two-dimensional copula models

Brahimi, Brahim, Chebana, Fateh, Necir, Abdelhakim

Journal:

Année:

2015

Langue:

english

Fichier:

PDF, 290 KB

english, 2015

23

A Nonlinear Approach to Regional Flood Frequency Analysis Using Projection Pursuit Regression

Durocher, Martin, Chebana, Fateh, Ouarda, Taha B. M. J.

Journal:

Journal of Hydrometeorology

Année:

2015

Langue:

english

Fichier:

PDF, 1.40 MB

english, 2015

24

-Nearest Neighbor Resampling Method with Stormwater Quality Data

Lee, Taesam, Ouarda, Taha B. M. J., Chebana, Fateh, Park, Daeryong

Journal:

Mathematical Problems in Engineering

Année:

2014

Langue:

english

Fichier:

PDF, 2.83 MB

english, 2014

25

Streamflow hydrograph classification using functional data analysis

Ternynck, Camille, Alaya, Mohamed Ali Ben, Chebana, Fateh, Dabo-Niang, Sophie, Ouarda, Taha B. M. J.

Journal:

Journal of Hydrometeorology

Année:

2015

Langue:

english

Fichier:

PDF, 8.76 MB

english, 2015

26

Regional frequency analysis at ungauged sites using a two-stage resampling generalized ensemble framework

Alobaidi, Mohammad H., Marpu, Prashanth R., Ouarda, Taha B.M.J., Chebana, Fateh

Journal:

Advances in Water Resources

Année:

2015

Langue:

english

Fichier:

PDF, 909 KB

english, 2015

27

On the prediction of extreme flood quantiles at ungauged locations with spatial copula

Durocher, Martin, Chebana, Fateh, Ouarda, Taha B.M.J.

Journal:

Journal of Hydrology

Année:

2015

Langue:

english

Fichier:

PDF, 1017 KB

english, 2015

28

A complete procedure for multivariate index-flood model application

Requena, Ana Isabel, Chebana, Fateh, Mediero, Luis

Journal:

Journal of Hydrology

Année:

2016

Langue:

english

Fichier:

PDF, 2.20 MB

english, 2016

29

The Generalized Additive Model for the Assessment of the Direct, Diffuse, and Global Solar Irradiances Using SEVIRI Images, With Application to the UAE

Ouarda, Taha B. M. J., Charron, Christian, Marpu, Prashanth R., Chebana, Fateh

Journal:

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Année:

2016

Langue:

english

Fichier:

PDF, 2.77 MB

english, 2016

30

Non-parametric catchment clustering using the data depth function

Singh, Shailesh Kumar, McMillan, Hilary, Bárdossy, András, Chebana, Fateh

Journal:

Hydrological Sciences Journal

Année:

2016

Langue:

english

Fichier:

PDF, 6.84 MB

english, 2016

31

Hybrid signal detection approach for hydro-meteorological variables combining EMD and cross-wavelet analysis

Durocher, Martin, Lee, Tae Sam, Ouarda, Taha B. M. J., Chebana, Fateh

Journal:

International Journal of Climatology

Année:

2016

Langue:

english

Fichier:

PDF, 1.76 MB

english, 2016

32

Effects of climate and fine particulate matter on hospitalizations and deaths for heart failure in elderly: A population-based cohort study

Vanasse, Alain, Talbot, Denis, Chebana, Fateh, Bélanger, Diane, Blais, Claudia, Gamache, Philippe, Giroux, Jean-Xavier, Dault, Roxanne, Gosselin, Pierre

Journal:

Environment International

Année:

2017

Langue:

english

Fichier:

PDF, 675 KB

english, 2017

33

Multi-Criteria Process-Based Calibration Using Functional Data Analysis to Improve Hydrological Model Realism

Larabi, Samah, St-Hilaire, André, Chebana, Fateh, Latraverse, Marco

Journal:

Water Resources Management

Année:

2017

Langue:

english

Fichier:

PDF, 1.82 MB

english, 2017

34

EMD-regression for modelling multi-scale relationships, and application to weather-related cardiovascular mortality

Masselot, Pierre, Chebana, Fateh, Bélanger, Diane, St-Hilaire, André, Abdous, Belkacem, Gosselin, Pierre, Ouarda, Taha B.M.J.

Journal:

Science of The Total Environment

Année:

2018

Langue:

english

Fichier:

PDF, 2.80 MB

english, 2018

35

A functional framework for flow-duration-curve and daily streamflow estimation at ungauged sites

Requena, Ana I., Chebana, Fateh, Ouarda, Taha B.M.J.

Journal:

Advances in Water Resources

Année:

2018

Langue:

english

Fichier:

PDF, 880 KB

english, 2018

36

Aggregating the response in time series regression models, applied to weather-related cardiovascular mortality

Masselot, Pierre, Chebana, Fateh, Bélanger, Diane, St-Hilaire, André, Abdous, Belkacem, Gosselin, Pierre, Ouarda, Taha B.M.J.

Journal:

Science of The Total Environment

Année:

2018

Langue:

english

Fichier:

PDF, 1.01 MB

english, 2018

37

Low-flow frequency analysis at ungauged sites based on regionally estimated streamflows

Requena, Ana I., Ouarda, Taha B.M.J., Chebana, Fateh

Journal:

Journal of Hydrology

Année:

2018

Langue:

english

Fichier:

PDF, 1.33 MB

english, 2018

38

Hydrological and Meteorological Extreme Events in Asia: Understanding, Modeling, Vulnerability, and Adaptation Measures

Lee, Taesam, Kwon, Hyunhan, Modarres, Reza, Kim, Sangdan, Chebana, Fateh

Journal:

Advances in Meteorology

Année:

2016

Langue:

english

Fichier:

PDF, 1.12 MB

english, 2016

39

Summer Season Water Temperature Modeling under the Climate Change: Case Study for Fourchue River, Quebec, Canada

Kwak, Jaewon, St-Hilaire, André, Chebana, Fateh, Kim, Gilho

Journal:

Année:

2017

Langue:

english

Fichier:

PDF, 4.38 MB

english, 2017

40

Short-term air temperature forecasting using Nonparametric Functional Data Analysis and SARMA models

Curceac, Stelian, Ternynck, Camille, Ouarda, Taha B.M.J., Chebana, Fateh, Niang, Sophie Dabo

Journal:

Environmental Modelling & Software

Année:

2018

Langue:

english

Fichier:

PDF, 6.84 MB

english, 2018

41

Bivariate Drought Frequency Analysis in The Medjerda River Basin, Tunisia

Hamdi, Yasser, Chebana, Fateh

Journal:

Journal of Civil & Environmental Engineering

Année:

2016

Langue:

english

Fichier:

PDF, 2.24 MB

english, 2016

42

Association between Floods and Acute Cardiovascular Diseases: A Population-Based Cohort Study Using a Geographic Information System Approach

Vanasse, Alain, Cohen, Alan, Courteau, Josiane, Bergeron, Patrick, Dault, Roxanne, Gosselin, Pierre, Blais, Claudia, Bélanger, Diane, Rochette, Louis, Chebana, Fateh

Journal:

International Journal of Environmental Research and Public Health

Année:

2016

Langue:

english

Fichier:

PDF, 1.51 MB

english, 2016

43

A new look at weather-related health impacts through functional regression

Masselot, Pierre, Chebana, Fateh, Ouarda, Taha B. M. J., Bélanger, Diane, St-Hilaire, André, Gosselin, Pierre

Journal:

Scientific Reports

Année:

2018

Langue:

english

Fichier:

PDF, 1.45 MB

english, 2018

44

Delineation of homogenous regions using hydrological variables predicted by projection pursuit regression

Durocher, Martin, Chebana, Fateh, Ouarda, Taha B. M. J.

Journal:

Hydrology and Earth System Sciences

Année:

2016

Langue:

english

Fichier:

PDF, 768 KB

english, 2016

45

Heterogeneity measures in hydrological frequency analysis: review and new developments

Requena, Ana I., Chebana, Fateh, Ouarda, Taha B. M. J.

Journal:

Hydrology and Earth System Sciences

Année:

2017

Langue:

english

Fichier:

PDF, 1.21 MB

english, 2017

46

Toward an Improved Air Pollution Warning System in Quebec

Masselot, Pierre, Chebana, Fateh, Lavigne, Éric, Campagna, Céline, Gosselin, Pierre, Ouarda, Taha B.M.J.

Journal:

International Journal of Environmental Research and Public Health

Année:

2019

Fichier:

PDF, 1.89 MB

2019

47

Predicting seismic-induced liquefaction through ensemble learning frameworks

Alobaidi, Mohammad H., Meguid, Mohamed A., Chebana, Fateh

Journal:

Scientific Reports

Année:

2019

Langue:

english

Fichier:

PDF, 3.21 MB

english, 2019

48

Stream Temperature Modeling Using Functional Regression Models

Boudreault, Jérémie, Bergeron, Normand E., St‐Hilaire, André, Chebana, Fateh

Journal:

JAWRA Journal of the American Water Resources Association

Année:

2019

Langue:

english

Fichier:

PDF, 1.43 MB

english, 2019

49

A cold-health watch and warning system, applied to the province of Quebec (Canada)

Yan, Bixun, Chebana, Fateh, Masselot, Pierre, Campagna, CÃ©line, Gosselin, Pierre, Ouarda, Taha B.M.J., Lavigne, Ãric

Journal:

Science of The Total Environment

Année:

2020

Fichier:

PDF, 1.61 MB

2020

50

Complete multivariate flood frequency analysis, applied to northern Algeria

Karahacane, Hafsa, Meddi, Mohamed, Chebana, Fateh, Saaed, Hamoudi A.

Journal:

Journal of Flood Risk Management

Année:

2020

Fichier:

PDF, 9.27 MB

2020