3
H index
2
i10 index
47
Citations
Badih Ghattas : Citation Profile
Aix-Marseille Université | RESEARCH PRODUCTION: 13 Articles 13 Papers RESEARCH ACTIVITY:
MORE DETAILS IN: ABOUT THIS REPORT:
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26 years (1999 - 2025). Relations with other researchers
Works with: Authors registered in RePEc who have co-authored more than one work in the last five years with Badih Ghattas. | Is cited by:
| Cites to:
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Main data
Where Badih Ghattas has published?
| Journals with more than one article published | # docs |
|---|---|
| Computational Statistics & Data Analysis | 2 |
| Ecological Modelling | 2 |
| Journal of Nonparametric Statistics | 2 |
| Working Papers Series with more than one paper published | # docs |
|---|---|
| Post-Print / HAL | 9 |
Recent works citing Badih Ghattas (2025 and 2024)
| Year | Title of citing document |
|---|---|
| 2024 | Medoid splits for efficient random forests in metric spaces. (2024). Bulte, Matthieu ; Sorensen, Helle. In: Computational Statistics & Data Analysis. RePEc:eee:csdana:v:198:y:2024:i:c:s0167947324000793. Full description at Econpapers || Download paper |
| 2025 | Algorithms going wild – A review of machine learning techniques for terrestrial ecology. (2025). Mereu, Simone ; Santini, Monia ; Noce, Sergio ; Cipriano, Cristina. In: Ecological Modelling. RePEc:eee:ecomod:v:506:y:2025:i:c:s0304380025001498. Full description at Econpapers || Download paper |
| 2025 | Mapping the AI landscape in buildings energy research: Temporal dynamics and global disparities using topic modeling. (2025). Apeaning, Raphael ; Belad, Fateh. In: Energy Economics. RePEc:eee:eneeco:v:150:y:2025:i:c:s0140988325006504. Full description at Econpapers || Download paper |
| 2024 | Hierarchical transfer learning with applications to electricity load forecasting. (2024). Goude, Yannig ; Gaucher, Solenne ; Antoniadis, Anestis. In: International Journal of Forecasting. RePEc:eee:intfor:v:40:y:2024:i:2:p:641-660. Full description at Econpapers || Download paper |
| 2025 | Detection and localization of changes in a panel of densities. (2025). Jach, Agnieszka ; Kutta, Tim ; Wang, Haonan ; Kokoszka, Piotr ; Cardia, Michel Ferreira. In: Journal of Multivariate Analysis. RePEc:eee:jmvana:v:205:y:2025:i:c:s0047259x24000812. Full description at Econpapers || Download paper |
| 2026 | Adaptive fuzzy identification and optimization of CO2 capture capacity of CaO-based sorbents via sonochemical method in calcium looping. (2026). Afandi, Nurfanizan ; Satgunam, Meenaloshini ; Nagi, Farrukh ; Manap, Abreeza ; Mahalingam, Savisha ; Yunus, Salmi ; Johan, Rafie Bin. In: Renewable Energy. RePEc:eee:renene:v:256:y:2026:i:pd:s0960148125018634. Full description at Econpapers || Download paper |
| 2024 | Multi-Output Bayesian Support Vector Regression Considering Dependent Outputs. (2024). Wang, Zichen ; Cheng, Zhijun. In: Mathematics. RePEc:gam:jmathe:v:12:y:2024:i:18:p:2923-:d:1481966. Full description at Econpapers || Download paper |
| 2024 | A systematic literature review of predicting patient discharges using statistical methods and machine learning. (2024). Vanberkel, Peter ; Taghavi, Majid ; Pahlevani, Mahsa. In: Health Care Management Science. RePEc:kap:hcarem:v:27:y:2024:i:3:d:10.1007_s10729-024-09682-7. Full description at Econpapers || Download paper |
| 2024 | Robustification of the k-means clustering problem and tailored decomposition methods: when more conservative means more accurate. (2024). Schmidt, Martin ; Burgard, Jan Pablo ; Costa, Carina Moreira. In: Annals of Operations Research. RePEc:spr:annopr:v:339:y:2024:i:3:d:10.1007_s10479-022-04818-w. Full description at Econpapers || Download paper |
| 2024 | Count Regression and Machine Learning Techniques for Zero-Inflated Overdispersed Count Data: Application to Ecological Data. (2024). Sidumo, Bonelwa ; Sonono, Energy ; Takaidza, Isaac. In: Annals of Data Science. RePEc:spr:aodasc:v:11:y:2024:i:3:d:10.1007_s40745-023-00464-6. Full description at Econpapers || Download paper |
| 2024 | The Role of Mindfulness in Mitigating the Negative Consequences of Technostress. (2024). Ioannou, Athina ; Lycett, Mark ; Marshan, Alaa. In: Information Systems Frontiers. RePEc:spr:infosf:v:26:y:2024:i:2:d:10.1007_s10796-021-10239-0. Full description at Econpapers || Download paper |
| 2025 | Comments on: exploratory functional data analysis. (2025). Sangalli, Laura M ; Paganoni, Anna Maria. In: TEST: An Official Journal of the Spanish Society of Statistics and Operations Research. RePEc:spr:testjl:v:34:y:2025:i:2:d:10.1007_s11749-025-00969-7. Full description at Econpapers || Download paper |
Works by Badih Ghattas:
| Year | Title | Type | Cited |
|---|---|---|---|
| 2022 | Improved linear regression prediction by transfer learning In: Computational Statistics & Data Analysis. [Full Text][Citation analysis] | article | 1 |
| 2007 | Classifying densities using functional regression trees: Applications in oceanology In: Computational Statistics & Data Analysis. [Full Text][Citation analysis] | article | 24 |
| 2012 | A review of supervised machine learning algorithms and their applications to ecological data In: Ecological Modelling. [Full Text][Citation analysis] | article | 13 |
| 2017 | Multi-model approach to predict phytoplankton biomass and composition dynamics in a eutrophic shallow lake governed by extreme meteorological events In: Ecological Modelling. [Full Text][Citation analysis] | article | 0 |
| 2019 | Multivariate and functional robust fusion methods for structured Big Data In: Journal of Multivariate Analysis. [Full Text][Citation analysis] | article | 1 |
| 2000 | Importance des variables dans les methodes CART. In: G.R.E.Q.A.M.. [Citation analysis] | paper | 0 |
| 1999 | Previsions par arbres de classification. In: G.R.E.Q.A.M.. [Citation analysis] | paper | 0 |
| 1999 | Previsions des pics dozone par arbres de regression, simples et agreges par bootstrap. In: G.R.E.Q.A.M.. [Citation analysis] | paper | 0 |
| 1999 | Agregation darbres de classification. In: G.R.E.Q.A.M.. [Citation analysis] | paper | 0 |
| 2023 | Machine Learning Alternatives to Response Surface Models In: Mathematics. [Full Text][Citation analysis] | article | 2 |
| 2016 | A Multidimensional Computerized Adaptive Short-Form Quality of Life ă Questionnaire Developed and Validated for Multiple Sclerosis The ă MusiQoL-MCAT In: Post-Print. [Citation analysis] | paper | 1 |
| 2019 | Assessing variable importance in clustering: a new method based on unsupervised binary decision trees In: Post-Print. [Full Text][Citation analysis] | paper | 0 |
| 2019 | Assessing variable importance in clustering: a new method based on unsupervised binary decision trees.(2019) In: Computational Statistics. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 0 | article | |
| 2023 | Looking for a hyper polyhedron within the multidimensional space of Design Space from the results of Designs of Experiments In: Post-Print. [Full Text][Citation analysis] | paper | 0 |
| 2023 | Machine-learning prediction for hospital length of stay using a French medico-administrative database In: Post-Print. [Full Text][Citation analysis] | paper | 1 |
| 2023 | Finding the best trade-off between performance and interpretability in predicting hospital length of stay using structured and unstructured data In: Post-Print. [Full Text][Citation analysis] | paper | 0 |
| 2024 | Fully automated epicardial adipose tissue volume quantification with deep learning and relationship with CAC score and micro/macrovascular complications in people living with type 2 diabetes: the multicenter EPIDIAB study In: Post-Print. [Full Text][Citation analysis] | paper | 0 |
| 2024 | Subsampling under distributional constraints In: Post-Print. [Full Text][Citation analysis] | paper | 0 |
| 2025 | Clustering Approaches for Mixed‐Type Data: A Comparative Study In: Post-Print. [Full Text][Citation analysis] | paper | 0 |
| 2025 | Clustering Approaches for Mixed-Type Data: A Comparative Study.(2025) In: Journal of Probability and Statistics. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 0 | article | |
| 2025 | Clustering Approaches for Mixed‐Type Data: A Comparative Study.(2025) In: Journal of Probability and Statistics. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 0 | article | |
| 2025 | A hypothesis test for comparing two partitions obtained from the same dataset In: Post-Print. [Citation analysis] | paper | 0 |
| 2015 | Exploring the Response Shift Effect on the Quality of Life of Patients with Schizophrenia In: Medical Decision Making. [Full Text][Citation analysis] | article | 0 |
| 2013 | Interpretable clustering using unsupervised binary trees In: Advances in Data Analysis and Classification. [Full Text][Citation analysis] | article | 4 |
| 2013 | Nonparametric comparison of several transformations of distribution functions In: Journal of Nonparametric Statistics. [Full Text][Citation analysis] | article | 0 |
| 2021 | A combined strategy for multivariate density estimation In: Journal of Nonparametric Statistics. [Full Text][Citation analysis] | article | 0 |
CitEc is a RePEc service, providing citation data for Economics since 2001. Last updated March, 14 2025. Contact: CitEc Team