Abdelaali Hassaïne

36 papers A 3B 2C 6Journal 19Unranked 6

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records. IEEE Trans. Neural Networks Learn. Syst. Shishir Rao, Mohammad Mamouei, Gholamreza Salimi-Khorshidi, Yikuan Li, Rema Ramakrishnan, Abdelaali Hassaïne, Dexter Canoy, Kazem Rahimi
2023	J	`jnl`	Hi-BEHRT: Hierarchical Transformer-Based Model for Accurate Prediction of Clinical Events Using Multimodal Longitudinal Electronic Health Records. IEEE J. Biomed. Health Informatics Yikuan Li, Mohammad Mamouei, Gholamreza Salimi-Khorshidi, Shishir Rao, Abdelaali Hassaïne, Dexter Canoy, Thomas Lukasiewicz, Kazem Rahimi
2022	J	`jnl`	An Explainable Transformer-Based Deep Learning Model for the Prediction of Incident Heart Failure. IEEE J. Biomed. Health Informatics Shishir Rao, Yikuan Li, Rema Ramakrishnan, Abdelaali Hassaïne, Dexter Canoy, John G. F. Cleland, Thomas Lukasiewicz, Gholamreza Salimi Khorshidi, Kazem Rahimi
2022	J	`jnl`	Clinical outcome prediction under hypothetical interventions - a representation learning framework for counterfactual reasoning. CoRR Yikuan Li, Mohammad Mamouei, Shishir Rao, Abdelaali Hassaïne, Dexter Canoy, Thomas Lukasiewicz, Kazem Rahimi, Gholamreza Salimi Khorshidi
2022	J	`jnl`	Targeted-BEHRT: Deep learning for observational causal inference on longitudinal electronic health records. CoRR Shishir Rao, Mohammad Mamouei, Gholamreza Salimi Khorshidi, Yikuan Li, Rema Ramakrishnan, Abdelaali Hassaïne, Dexter Canoy, Kazem Rahimi
2022	J	`jnl`	Uncertainty-Aware Interpretable Deep Learning for Slum Mapping and Monitoring. Remote. Sens. Thomas Fisher, Harry Gibson, Yunzhe Liu, Moloud Abdar, Marius Posa, Gholamreza Salimi-Khorshidi, Abdelaali Hassaïne, Yutong Cai, Kazem Rahimi, Mohammad Mamouei
2021	J	`jnl`	An explainable Transformer-based deep learning model for the prediction of incident heart failure. CoRR Shishir Rao, Yikuan Li, Rema Ramakrishnan, Abdelaali Hassaïne, Dexter Canoy, John G. F. Cleland, Thomas Lukasiewicz, Gholamreza Salimi Khorshidi, Kazem Rahimi
2021	J	`jnl`	Hi-BEHRT: Hierarchical Transformer-based model for accurate prediction of clinical events using multimodal longitudinal electronic health records. CoRR Yikuan Li, Mohammad Mamouei, Gholamreza Salimi Khorshidi, Shishir Rao, Abdelaali Hassaïne, Dexter Canoy, Thomas Lukasiewicz, Kazem Rahimi
2021	J	`jnl`	Risk factor identification for incident heart failure using neural network distillation and variable selection. CoRR Yikuan Li, Shishir Rao, Mohammad Mamouei, Gholamreza Salimi Khorshidi, Dexter Canoy, Abdelaali Hassaïne, Thomas Lukasiewicz
2021	J	`jnl`	Transfer Learning in Electronic Health Records through Clinical Concept Embedding. CoRR José Roberto Ayala Solares, Yajie Zhu, Abdelaali Hassaïne, Shishir Rao, Yikuan Li, Mohammad Mamouei, Dexter Canoy, Kazem Rahimi, Gholamreza Salimi Khorshidi
2020	J	`jnl`	Deep Bayesian Gaussian Processes for Uncertainty Estimation in Electronic Health Records. CoRR Yikuan Li, Shishir Rao, Abdelaali Hassaïne, Rema Ramakrishnan, Yajie Zhu, Dexter Canoy, Gholamreza Salimi Khorshidi, Thomas Lukasiewicz, Kazem Rahimi
2020	J	`jnl`	Learning multimorbidity patterns from electronic health records using Non-negative Matrix Factorisation. J. Biomed. Informatics Abdelaali Hassaïne, Dexter Canoy, José Roberto Ayala Solares, Yajie Zhu, Shishir Rao, Yikuan Li, Mariagrazia Zottoli, Kazem Rahimi, Gholamreza Salimi Khorshidi
2019	J	`jnl`	BEHRT: Transformer for Electronic Health Records. CoRR Yikuan Li, Shishir Rao, José Roberto Ayala Solares, Abdelaali Hassaïne, Dexter Canoy, Yajie Zhu, Kazem Rahimi, Gholamreza Salimi Khorshidi
2019	J	`jnl`	Learning Multimorbidity Patterns from Electronic Health Records Using Non-negative Matrix Factorisation. CoRR Abdelaali Hassaïne, Dexter Canoy, José Roberto Ayala Solares, Yajie Zhu, Shishir Rao, Yikuan Li, Kazem Rahimi, Gholamreza Salimi Khorshidi
2017	—	`conf`	Individual Query Cardinality Estimation using Multiple Query Combinations on a Search Engine's Corpus. ICCA Fahad Islam, Abdelaali Hassaïne, Ali Jaoua, Gautam Das, Nan Zhang
2017	J	`jnl`	Machine Learning and Conceptual Reasoning for Inconsistency Detection. IEEE Access Jameela Al Otaibi, Zeineb Safi, Abdelaali Hassaïne, Fahad Islam, Ali Jaoua
2017	C	`conf`	Text Categorization Using Weighted Hyper Rectangular Keyword Extraction. AICCSA Abdelaali Hassaïne, Zeineb Safi, Jameela Al Otaibi, Ali Jaoua
2016	C	`conf`	Authenticity detection as a binary text categorization problem: Application to Hadith authentication. AICCSA Abdelaali Hassaïne, Zeineb Safi, Ali Jaoua
2016	J	`jnl`	Novel geometric features for off-line writer identification. Pattern Anal. Appl. Somaya Al-Máadeed, Abdelaali Hassaïne, Ahmed Bouridane, Muhammad Atif Tahir
2015	J	`jnl`	Image analysis for cosmology: Shape measurement challenge review & results from the Mapping Dark Matter challenge. Astron. Comput. Thomas D. Kitching, Jason D. Rhodes, Catherine Heymans, Richard J. Massey, Q. Liu, Marius Cobzarenco, Bruce L. Cragin, Abdelaali Hassaïne, David Kirkby, E. Jin Lok, Daniel Margala, J. Moser, M. O'Leary, Ana M. Pires, Sergey Yurgenson
2015	C	`conf`	Text Categorization Using Hyper Rectangular Keyword Extraction: Application to News Articles Classification. RAMiCS Abdelaali Hassaïne, Souad Mecheter, Ali Jaoua
2015	C	`conf`	Using conceptual reasoning for inconsistencies detection in Islamic advisory opinion (Fatwas). AICCSA Jameela Al Otaibi, Samir Elloumi, Ali Jaoua, Abdelaali Hassaïne
2014	J	`jnl`	Automatic prediction of age, gender, and nationality in offline handwriting. EURASIP J. Image Video Process. Somaya Al-Máadeed, Abdelaali Hassaïne
2014	C	`conf`	Hyper rectangular trend analysis application to Islamic rulings (fatwas). AICCSA Abdelaali Hassaïne, Samir Elloumi, Fethi Ferjani, Ali Jaoua
2014	C	`conf`	Using codebooks generated from text skeletonization for forensic writer identification. AICCSA Somaya Al-Máadeed, Abdelaali Hassaïne, Ahmed Bouridane
2013	A	`conf`	ICDAR 2013 Competition on Gender Prediction from Handwriting. ICDAR Abdelaali Hassaïne, Somaya Al-Máadeed, Jihad Mohamad Al'Jaam, Ali Jaoua
2013	A	`conf`	ICDAR 2013 Competition on Handwriting Stroke Recovery from Offline Data. ICDAR Abdelaali Hassaïne, Somaya Al-Máadeed, Ahmed Bouridane
2012	—	`conf`	A Multi-modal Face and Signature Biometric Authentication System Using a Max-of-Scores Based Fusion. ICONIP (5) Youssef Elmir, Somaya Al-Máadeed, Abbes Amira, Abdelaali Hassaïne
2012	—	`conf`	A Set of Geometrical Features for Writer Identification. ICONIP (5) Abdelaali Hassaïne, Somaya Al-Máadeed, Ahmed Bouridane
2012	—	`conf`	An Online Signature Verification System for Forgery and Disguise Detection. ICONIP (4) Abdelaali Hassaïne, Somaya Al-Máadeed
2012	B	`conf`	ICFHR 2012 Competition on Writer Identification Challenge 2: Arabic Scripts. ICFHR Abdelaali Hassaïne, Somaya Al-Máadeed
2012	B	`conf`	QUWI: An Arabic and English Handwriting Dataset for Offline Writer Identification. ICFHR Somaya Al-Máadeed, Wael Ayouby, Abdelaali Hassaïne, Jihad Mohamad Al'Jaam
2011	A	`conf`	The ICDAR2011 Arabic Writer Identification Contest. ICDAR Abdelaali Hassaïne, Somaya Al-Máadeed, Jihad M. Alja'am, Ali Jaoua, Ahmed Bouridane
2009	—	`conf`	Restoration of variable density film soundtracks. EUSIPCO Abdelaali Hassaïne, Etienne Decencière, Bernard Besserer
2008	J	`jnl`	Detection and Correction of Under-/Overexposed Optical Soundtracks by Coupling Image and Audio Signal Processing. EURASIP J. Adv. Signal Process. Jonathan Taquet, Bernard Besserer, Abdelaali Hassaïne, Etienne Decencière
2007	—	`conf`	Restoration of Variable Area Soundtracks. ICIP (4) Emmanuel Brun, Abdelaali Hassaïne, Bernard Besserer, Etienne Decencière