Supporting HIV literature screening with data sampling and supervised learning. - Hayda Almeida; Marie-Jean Meurs; Leila Kosseim; Adrian Tsang (BIBM, 2015)

mycoCLAP, the database for characterized lignocellulose-active proteins of fungal origin: resource and text mining curation support. - Kimchi Strasser; Erin McDonnell; Carol Nyaga; Min Wu; Sherry Wu; Hayda Almeida; Marie-Jean Meurs; Leila Kosseim; Justin Powlowski; Gregory Butler; Adrian Tsang (Database J. Biol. Databases Curation, 2015)

Mining Biomedical Literature: An Open Source and Modular Approach. - Hayda Almeida; Ludovic Jean-Louis; Marie-Jean Meurs (Canadian AI, 2016)

SemLinker, a Modular and Open Source Framework for Named Entity Discovery and Linking. - Marie-Jean Meurs; Hayda Almeida; Ludovic Jean-Louis; Eric Charton (LREC, 2016)

Automatic Triage of Mental Health Online Forum Posts: CLPsych 2016 System Description. - Hayda Almeida; Marc Queudot; Marie-Jean Meurs (CLPsych@HLT-NAACL, 2016)

Detecting Early Risk of Depression from Social Media User-generated Content. - Hayda Almeida; Antoine Briand; Marie-Jean Meurs (CLEF (Working Notes), 2017)

Supervised Methods to Support Online Scientific Data Triage. - Hayda Almeida; Marc Queudot; Leila Kosseim; Marie-Jean Meurs (MCETECH, 2017)

Analysis of Social Media Posts for Early Detection of Mental Health Conditions. - Antoine Briand; Hayda Almeida; Marie-Jean Meurs (Canadian AI, 2018)

An open source and modular search engine for biomedical literature retrieval. - Hayda Almeida; Ludovic Jean-Louis; Marie-Jean Meurs (Comput. Intell., 2018)

Supporting supervised learning in fungal Biosynthetic Gene Cluster discovery: new benchmark datasets. - Hayda Almeida; Adrian Tsang; Abdoulaye Baniré Diallo (BIBM, 2019)

Improving candidate Biosynthetic Gene Clusters in fungi through reinforcement learning. - Hayda Almeida; Adrian Tsang; Abdoulaye Baniré Diallo (Bioinform., 2022)

Ensemble learning for heterogeneous biomarker discovery in precision dairy farming. - Hayda Almeida; Nicolas Barbeau-Grégoire; Bilal Muhammad; Maxime Leduc; Younes Chofi; Xin Zhao; Jocelyn Dubuc; Abdoulaye Baniré Diallo (BIBM, 2024)