Publications

==> My ORCID link https://orcid.org/0000-0002-9799-9484

==> Publications are referenced on dblp, google scholar,  pubmed and HAL archive

==> Patents at google patents

Preprints or under review

• M. Drancé, F. Mougin, A. Zemmari, G. Diallo: Drug Repurposing for Rare Diseases: A Novel Knowledge Graph Explainable Approach to Identify Drug Candidates. Submitted

2025

• [136] I. Ndao, K. Dramé, G. Sambe, G. Diallo: Annotated tweet data of mixed Wolof-French for detecting Obnoxious messages. Data in Brief. https://doi.org/10.1016/j.dib.2025.111500 In Press.

• [135] G. Diallo, A. Rawat et al.: Comparison of Cardiovascular Disease Trajectories: AFrance Vs Nordic countries’ perspective under the HealthData@EU EHDS project. SWAT4HLS'2025, Barcelona, Spain.

• [134] B. Sylla, I. Ouedraogo, G. Diallo: Advancing Digital Health Initiatives in Developing Regions: a Path to Universal Health Coverage. Journal of Medical Internet Research. 25/11/2024:59042 (forthcoming/in press) DOI: 10.2196/59042. URL: https://preprints.jmir.org/preprint/59042

2024

• [133] W.E. Djeddi,  S. Ben Yahia, G. Diallo: Optimizing Global Network Alignment: Genetic Algorithm for Balanced Pre-trained Embeddings in Protein Sequences and Gene Ontology Terms. IEEE Transactions on Computational Biology and Bioinformatics. pp:1-14; 2024. DOI: https://doi.org/10.1109/TCBBIO.2024.3498458.

• [132] B. Sylla, L. Savadogo, G. Diallo. Improving Health Information Systems Data Quality in Sub-Saharan Africa. Stud Health Technol Inform. 2024 Aug 22;316:383-387. doi: 10.3233/SHTI240428

• [131] I. Ouedraogo, BMJ. Some, R. Benedikter, G. Diallo: Health and e-Health Literacy of Diabetic Patients in Low-Income Countries: a perspective from Guinea and Burkina Faso. JMIR Diabetes. 31/08/2024:55677 (forthcoming/in press) DOI: 10.2196/55677

• [130] I. Ouedraogo, BMJ. Somé, R. Benedikter, K. Oyibo, G. Diallo: Evaluating a phone-based Interactive Voice Response system for reducing misinformation and improving malaria literacy. Information Technology for Development:1–27. DOI: https://doi.org/10.1080/02681102.2024.2414193

• [129] G. Diallo, G. Bordea, C. Samieri: Exploring the Latest Advances in Public Health and Epidemiology Informatics. IMIA Yearbook of Medical Informatics 2024. To Appear

• [128] Tarandeep Kaur Bhatia, Salma El Hajjami, Keshav Kaushik, Gayo Diallo, Mariya Ouaissa, Inam Ullah Khan (edi.): Ethical Artificial Intelligence in Power Electronics. 1st Edition. ISBN 9781032631158, 176 Pages 28 Color & 7 B/W Illustrations, August 1, 2024 by CRC Press

• [127] B. Sylla, B. Ouedraogo, S. Traore, O. Ouedraogo, L. G. Sawadogo, G Diallo: Current status of digital health interventions in the health system in Burkina Faso. BMC Medical Informatics and Decision Making. DOI: https://doi.org/10.21203/rs.3.rs-3478095/v1

• [126] Yongkang Xiao, Yu Hou, Huixue Zhou, G. Diallo, Marcelo Fiszman, Julian Wolfson, Halil Kilicoglu, You Chen, Chang Su, Hua Xu, William G. Mantyh, Rui Zhang: Repurposing Non-pharmacological Interventions for Alzheimer’s Diseases through Link Prediction on Biomedical Literature.  Sci Rep 14, 8693 (2024). https://doi.org/10.1038/s41598-024-58604-8

• [125] I. Ndao, K. Dramé, G. Sambe, G. Diallo (2025). Comparative Study of Machine Learning Models for the Detection of Abusive Messages: Case of Wolof-French Codes Mixing Data. In: Cheikh M. F. Kebe, K., Gueye, A., Ndiaye, A., Sene, N.A., Maiga, AS. (eds) Innovations and Interdisciplinary Solutions for Underserved Areas. InterSol 2024. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 610. Springer, Cham. https://doi.org/10.1007/978-3-031-86493-3_20 [Best Paper Award]

2023

• [124] W.E. Djeddi, K. Hermi, S. Ben Yahia, G. Diallo: Advancing Drug-Target Interaction Prediction: a comprehensive graph-based approach integrating knowledge graph embedding and ProtBert pretraining. BMC Bioinformatics 24, 488 (2023). https://doi.org/10.1186/s12859-023-05593-6

• [123]  M. Boudin, G. Diallo, M. Drancé, F. Mougin: "The OREGANO knowledge graph for computational drug repurposing". Sci Data.:10 (1), 871 (2023). https://doi.org/10.1038/s41597-023-02757-0.

• [122] G. Diallo, G. Bordea, C. Samieri: Broad Trends in Public Health and Epidemiology Informatics. IMIA Yearbook of Medical Informatics 2023. http://dx.doi.org/10.1055/s-0043-1768754

• [121] S Salim, G Diallo, P Morita, Low-cost IoT sensors reveal adverse health outcomes associated with air pollution exposure, European Journal of Public Health, Volume 33, Issue Supplement_2, October 2023, ckad160.1187, https://doi.org/10.1093/eurpub/ckad160.1187

• [120] Z. He, R. Zhang, G. Diallo, Z. Huang, B.S. Glickberg. Editorial: Explainable artificial intelligence for critical healthcare applications. Front. Artif. Intell., 12 September 2023 Sec. Medicine and Public Health, Volume 6 - 2023 | https://doi.org/10.3389/frai.2023.1282800

• [119] I.Ouedraogo, BMJ. Some, Z. Keita, E. Nabaloum, F. Bationo, R. Benedikter, G. Diallo: deploying a speech recognition model for under-resourced languages: a case study on dioula wake words 1, 2, 3, and 4. NLPIR 2023 ACM Conference Proceedings. Doi: https://doi.org/10.1145/3639233.3639345 (ISBN: 979-8-4007-0922-7)

• [118] G. Diallo. Neuro-Symbolic Digital Twins for Precision and Predictive Public Health. AI4DT&CP@IJCAI 2023: The First Workshop on AI for Digital Twins and Cyber-Physical Applications in conjunction with 32nd IJCAI, Ceur Workshops Proceedings, Vol-3541. 2023.

• [117] N. Karmali, C.G. Jardiné, G. Diallo: The PANORAMA knowledge graph based prediction of outdoor air quality impact on health. IJCAI 2023 Workshop BridgeAICCHE. August 19, 2023, Macao, S.A.R. Accepted

• [116] M. Drancé, F. Mougin, A. Zemmari, G. Diallo:  Pre-Trained Embeddings for Enhancing Multi-Hop Reasoning. IJCAI 2023 Workshop on Knowledge-Based Compositional Generalization. August 19-21, 2023, Macao, S.A.R. Accepted

• [115] Y. Xiao, Y. Hou, H. Zhou, G. Diallo, M. Fiszman, J. Wolfson, H. Kilicoglu, Y. Chen, H. Xu, W. G. Mantyh and R. Zhang: Repurposing Drugs for Alzheimer's Diseases through Link Prediction on Biomedical Literature. International Workshop on AI for Pharmaceutical Discovery and Development, IEEE ICHI 2023. 26 june 2023, Houston, TX, USA

• [114] K. Dramé, G. Diallo, G. Sambe: (2023). Machine Learning Based Finding of Similar Sentences from French Clinical Notes. In: Marchiori, M., Domínguez Mayo, F.J., Filipe, J. (eds) Web Information Systems and Technologies. WEBIST WEBIST 2020 2021. Lecture Notes in Business Information Processing, vol 469. Springer, Cham. https://doi.org/10.1007/978-3-031-24197-0_2

• [113] I. Oueadraogo, R. Benedikter, B.M.J. Some, G. Diallo: Why Digital Health Literacy Matters in Rural Sub-Saharan Africa: How Bridging the Digital Health Literacy Gap Could Improve Access to Health Services and Social Equality. Africa Today, vol. 69 no. 3, 2023, p. 134-138. Project MUSE muse.jhu.edu/article/884137

2022

• [112] I. Ouedraogo, B. M. J. Some , R. Benedikter, D. Diallo: Using serious mobile games to improve health literacy in rural Sub-Saharan Africa: A literature review. Front. Public Health (2022). 10:768252. doi: 10.3389/fpubh.2022.768252

• [111] G. Diallo, G. Bordea: Novelty in Public Health and Epidemiology Informatics. Yearb Med Inform 2022; 31(01): 273-275 DOI: 10.1055/s-0042-1742526

• [110] I. Ouedraogo, B. M. J. Some , R. Benedikter, D. Diallo: A “Futures Literacy” Framework for Understanding the Future of Mobile Health Development in Africa. Health Literacy - Advances and Trends. IntechOpen, Feb. 08, 2023. doi: 10.5772/intechopen.105775

• [109] AP Koumamba, EB Ngoungou, J.  Engohang-Ndong, E. Ibinga, R. Ondzigue Mbenga,  G. Diallo: From real-world individuals’ data to national health indicators: a Multiphase Pilot Study in Gabon. JMIR Formative Research. 24/08/2022:35176 (forthcoming/in press), DOI http://dx.doi.org/10.2196/preprints.35176

• [108] O. Ismaila,  B. M. J. Some , R. Benedikter, G. Diallo: (2022) Improving health literacy in rural Africa through mobile phones: a systematic literature review. Journal of Health Informatics in Africa, 8(1), 26 - 31. https://doi.org/10.12856/JHIA-2021-v8-i1-312

• [107] B. Thia-Layel, V. Jouhet, G. Blin, G. Diallo: Mapping Drug Prescriptions and Evidence from Biomedical Literature. Stud Health Technol Inform. 2022 May 25;294:419-420. doi: 10.3233/SHTI220491

• [106] S. Cossin, G. Diallo, V. Jouhet: IAM at IberLEF 2022: NER of Species Mentions. IberLEF (Iberian Languages Evaluation Forum) 2022. Accepted.

• [105] I. Ouedraogo, M. Somé, R. Benedicter, Y. Rasmané, G. Atemezing, I. Traoré, G. Diallo: A systematic review on improving health literacy in rural Africa using mobile serious games. Studies in Health Technology and Informatics, vol. 295: 140 - 143. DOI:10.3233/SHTI220681

• [104] M. Somé, I. Ouedraogo, R. Benedicter, Y. Rasmané, G. Atemezing, I. Traoré, G. Diallo: Interactive Voice Response Service to improve Covid19 Literacy in Burkina Faso: a usability study. Studies in Health Technology and Informatics. vol. 295:454 - 457. DOI:10.3233/SHTI220763

• [103] B. Thia-Layel, V. Jouhet, G. Blin, G. Diallo. Enabling Biomedical Semantic Knowledge Resource’s Paths with the K-Ware Platform. 10th IEEE International Conference on Healthcare Informatics (ICHI 2022), June 11th-14th, 2022 in Rochester, MN, USA. 

• [102] M. Somé, I. Ouedraogo, I. Traor é, Y. Rasmané, G. Atemezing, R. Benedicter, G. Diallo : Improving Covid-19 vaccine literacy among undergrad students in Burkina Faso. 10th IEEE International Conference on Healthcare Informatics (ICHI 2022), June 11th-14th, 2022 in Rochester, MN, USA.

2021

• [101] M. Lopez, M. Beuron-Aimar, G. Diallo, S. Maabout: A Simple Yet Effective Approach for Log Critical Errors Prediction. Computers in Industry; vol(137), 2022.

• [100] I. Osman, S. Ben Yahia, G. Diallo: Ontology Integration: Approaches and Challenging Issues. (2021) Information Fusion, vol.71, Pages 38-63. https://doi.org/10.1016/j.inffus.2021.01.007.  

• [99] B. Pickering, T. Biro, CC. Austin et al. Radical collaboration during a global health emergency: development of the RDA COVID-19 data sharing recommendations and guidelines. Open Research Europe 2021, 1:69. https://doi.org/10.12688/openreseurope.13369.1

• [98] G. Diallo, G. Bordea: Public Health and Epidemiology Informatics: Recent Research Trends. IMIA Yearbook of Medical Informatics 2021. 

• [97] I. Osman, S. Ben Yahia, F. Pilegi, G. Diallo: An Alignment-Based Implementation of a Holistic Ontology Integration Method (2021). MethodsX. Volume 8, 2021, 101460. https://doi.org/10.1016/j.mex.2021.101460

• [96] M. Drancé, M. Boudin, F. Mougin, G. Diallo: Neuro-Symbolic XAI for Computational Drug Repurposing. 13th International Conference on Knowledge Engineering and Ontology Development.

• [95] S. Cossin, S. Diouf, P. Lebarroidorgeval, R. Griffier, G. Diallo, V. Jouhet: Linkage of Hospital Records and Death Certificates by a Search Engine and Machine Learning. JAMIA Open. Volume 4, Issue 1, January 2021, ooab005, https://doi.org/10.1093/jamiaopen/ooab005

• [94] A.P. Koumamba, U.J. Bisvigou, E.B. Ngoungou, G. Diallo. Health information systems in developing countries: Case of African countries. BMC Medical Informatics Decis. Mak. 21(1): 232 (2021)

• [93] C. Austin, A. Bernier, L. Bezuidenhout, J. Bicarregui, T. Biro, A. Cambon-Thomsen, S. R. Carroll, Z. Cournia, P. W. Dabrowski, G. Diallo, T. Duflot… Research Data Alliance. (2020). Fostering global data sharing: Highlighting the recommendations of the Research Data Alliance COVID-19 working group. Wellcome Open Research, 5, 267. https://doi.org/10.12688/wellcomeopenres.16378.1

• [92] K. Dramé, Sambe, G. Sambe, and G. Diallo. (2021). CONCORDIA: COmputing semaNtic sentenCes for fRench Clinical Documents sImilArity. In Proceedings of the 17th International Conference on Web Information Systems and Technologies - WEBIST, ISBN 978-989-758-536-4, pages 77-83. DOI: 10.5220/0010687500003058

• [91] R. Azzi, S. Despres, G. Diallo. MCVGraphViz: a Web Tool for Dynamic Visualization of Interactions in Knowledge Graph. Advances in Knowledge Discovery and Management Vol. 9, Springer. (To appear)

• [90] S. Bouasker, W. Inoubli, S. Ben Yahia, G. Diallo: "Pregnancy Associated Breast Cancer gene expressions : new insights on their regulation based on Rare Correlated Patterns" in IEEE/ACM Transactions on Computational Biology and Bioinformatics,  Volume: 18, Issue: 3, May-June 1 2021:pp1035 - 1048; doi: 10.1109/TCBB.2020.3015236. [link]

• [89] R. Azzi, G. Diallo. (2021) AMALGAM: A Matching Approach to Fairfy TabuLar Data with KnowledGe GrAph Model. In: Rocha Á., Adeli H., Dzemyda G., Moreira F., Ramalho Correia A.M. (eds) Trends and Applications in Information Systems and Technologies. WorldCIST 2021. Advances in Intelligent Systems and Computing, vol 1366. Springer, Cham. https://doi.org/10.1007/978-3-030-72651-5_8

• [88] M. Lopez, M. Beurton-Aimar, G. Diallo, S. Maabout: (2021) Log Data Preparation for Predicting Critical Errors Occurrences. In: Rocha Á., Adeli H., Dzemyda G., Moreira F., Ramalho Correia A.M. (eds) Trends and Applications in Information Systems and Technologies. WorldCIST 2021. Advances in Intelligent Systems and Computing, vol 1366. Springer, Cham. https://doi.org/10.1007/978-3-030-72651-5_22

• [87] M. Lopez, M. Beurton-Aimar, G. Diallo, S. Maabout: Approche de traitement des logs pour la prédiction d'erreurs critiques. EGC 2021. Revue des Nouvelles Technologies de l'Information vol.RNTI-E-37. 

• [86] A. Koumamba, S. Cossin, E.B Ngoungou, U. Bisvigou, G. Diallo: Correspondance entre les terminologies médicales standards et locales : le cas du Gabon. Journée Santé & IA, PFIA 2021, Bordeaux, France.

2020

• [85] S. El Hajjami, M. Berrada, M. Harti, G. Diallo: Using Semantic Technology and Multi-agent system for multidimensional analysis of open Health Data. Journal of Information and Knowledge Management. Vol. 19, No. 3 (2020). [link]

• [84] R. Azzi, G. Diallo:  AMALGAM: making tabular dataset explicit with knowledge graph. CEUR Workshops Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching (SemTab 2020) co-located with the 19th International Semantic Web Conference (ISWC 2020). Vol-2775, pp:9-16. 2020  [link]

• [83] R. Azzi, S. Desprès, G. Diallo: MCVGraphViz: a Web Tool for Dynamic Visualization of Interactions in Knowledge Graph. to Appear 

• [82] R. Azzi, S. Despres, G. Diallo : KEFT: Knowledge Extraction and Graph Building from Statistical Data Tables. In: Hernes M., Wojtkiewicz K., Szczerbicki E. (eds) Advances in Computational Collective Intelligence. ICCCI 2020. Communications in Computer and Information Science, vol 1287. Springer, Cham. https://doi.org/10.1007/978-3-030-63119-2_57 [link]

• [81] G. Bordea, S. Faralli, F. Mougin, P. Buitelaar, G. Diallo: Evaluation Dataset and Methodology for Extracting Application-Specific Taxonomies from the Wikipedia Knowledge Graph. 12th Language Resources and Evaluation Conference (LREC'2020). [pdf]

• [80] S. Cossin, L. Billiet, F. Lalanne, L. Lebrun, G. Diallo, F. Thiessard: Détection automatique du mésusage médicamenteux sur les réseaux sociaux, Revue d'Épidémiologie et de Santé Publique, Volume 68, Supplement 1, 2020, Pages S53-S54,ISSN 0398-7620, https://doi.org/10.1016/j.respe.2020.01.123

• [79] R. Azzi, S. Desprès, G. Diallo: NutriSem: A Semantics-driven Approach to Calculating Nutritional Value of Recipes. In: Rocha Á., Adeli H., Reis L., Costanzo S., Orovic I., Moreira F. (eds) Trends and Innovations in Information Systems and Technologies. WorldCIST 2020. Advances in Intelligent Systems and Computing, vol 1159. Springer, Cham. [link]

•  [78] A. Koumamba, G. Lipenguet, R. Mbenga, U. Bisvigou, U., F. Assoum-Mve, Y. Effame, JD.Tsokati, E.A. Nka, O.L. Djali, E.B. Ngoungou, G. Diallo & C. Bagayoko (2020). Status report of Gabon's health information system [État des lieux du système d’information sanitaire du Gabon]. Santé Publique, 4(4), 407-417. https://doi.org/10.3917/spub.204.0407 

• [77] BMJ. Some, Z. Teguera, I. Traore, R. Yameogo, G. Diallo: WIDGET: the WatriImed knowleDGe Exploration Tool. IST-Africa 2020 Conference Proceedings, Paul Cunningham and Miriam Cunningham (Eds), IST-Africa Institute and IIMC; pp:1-8, 2020, ISBN: 978-1-905824-64-9

2019

• [76] S. Bouasker, S.Ben Yahia, G. Diallo: An Insight into Biological Data Mining based on Rarity and Correlation as Constraints. Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing (SAC), Limassol, Cyprus, 08-12 April 2019. doi>10.1145/3297280.3297281

• [75] BMJ. Some, G. Bordea, F. Thiessard, S. Schulz, G. Diallo: Design Considerations for a Knowledge Graph: the WATRIMed use case.   Studies in Health Technology and Informatics, vol. 259:59 - 64. IOS Press . DOI:10.3233/978-1-61499-961-4-59.

• [74] BMJ. Some, G. Bordea, F. Thiessard,  G. Diallo: Enabling West African Herbal Traditional Medicine Digitalization: the WATRIMed Knowledge Graph. Studies in Health Technology and Informatics, vol. 259:59 - 64. IOS Press.

• [73] S. Cossin, L. Lebrun, A. Niamkey, F. Mougin, M. Lambert, G Diallo, F Thiessard, V Jouhet : SmartCRF: a prototype to visualize, search and annotate a patient’s electronic health record in an i2b2 clinical data warehouse. MEDINFO'2019, 26-30 Aug 2019, Lyon, France. 

• [72] S. Cossin, L. Lebrun, G. Lobre, R. Loustau, V. Jouhet, R. Griffier, F. Mougin, G. Diallo,  F. Thiessard: Romedi: an open data source about French drugs on the semantic web. MEDINFO'2019, 26-30 Aug 2019, Lyon, France. 

2018

• [71] G. Diallo, F. Mougin: Preface of the Special Issue of the Sixth French-Speaking Conference on Ontologies. Journal on Data Semantics. DOI: https://doi.org/10.1007/s13740-018-0097-z. Guest Editors. [Link]

• [70] A. Bon, V. de Boer, C. Guéret, G. Diallo, G. Gordijn: Proceedings of the 5th International Symposium "Perspectives on ICT4D" co-located with 10th ACM Web Science Conference (WebSci'18). Amsterdam, the Netherlands, May 27, 2018. CEUR Workshop Proceedings. Vol-2120 [Link]

• [69] E. Jimenez-Ruiz, T. Saveta, O. Zamazal, S. Hertling, M. Röder, I. Fundulaki, A.C. Ngonga Ngomo, M.A. Sherif, A. Annane, Z. Bellahsene, S.Ben Yahia, G. Diallo, D. Faria, M. Kachroudi, A. Khiat, P. Lambrix, H. Li, M. Mackeprang, M. Mohammadi, M. Rybinski, B.S. Balasubramani, C. Trojahn. Introducing the HOBBIT platform into the Ontology Alignment Evaluation Campaign. Proceedings of the 13th International Workshop on Ontology Matching co-located with the 13th International Semantic Web Conference (OM@ISWC) 2018:49-60. ]Link]

• [68] M. Kachroudi, G. Diallo, Sadok Ben Yahia: KEPLER at OAEI 2018. Proceedings of the 13th International Workshop on Ontology Matching co-located with the 13th International Semantic Web Conference (OM@ISWC) 2018: 173-178

• [67] B. Thia-Layel, V. Jouhet, G. Diallo. Joint Handling of Semantic Knowledge Resources and their Alignments. Proceedings of the 13th International Workshop on Ontology Matching co-located with the 13th International Semantic Web Conference (OM@ISWC). 2018: 226-227. (Poster paper). [Link]

• [66] S. Cossin, V. Jouhet, F. Mougin, G. Diallo, F. Thiessard. IAM at CLEF eHealth 2018 : Concept Annotation and Coding in French Death Certificates. Working Notes of CLEF 2018 - Conference and Labs of the Evaluation Forum CEUR-WS. Vol-2125. [Link]

• [65] K. Réby, S. Cossin, G. Bordea, G. Diallo. SITIS-ISPED in CLEF eHealth 2018 Task 1 : ICD10 coding using Deep Learning. Working Notes of CLEF 2018 - Conference and Labs of the Evaluation Forum CEUR-WS. Vol-2125. [Link] 

2017

• [64] F. Mougin, D. Auber, R. Bourqui, G. Diallo, I. Dutour, V. Jouhet, F. Thiessard, R. Thiébaut, P. Thébault. Visualizing omics and clinical data: which challenges for dealing with their variety?. Methods. Volume 132, 1 January 2018, Pages 3-18. [Link]

• [63] N. Kamel, G. Diallo, S. Ben Yahia. Special Issue on Computational Intelligence for Big Data. Int. J. Reasoning-based Intelligent Systems (IJRIS). Vol. 9, No. 1, 2017. Guest Editors. [Link]

• [62] M. Kachroudi, G. Diallo, Sadok Ben Yahia: OAEI 2017 results of KEPLER. Ontology Matching OM@ISWC 2017x: 138-145

• [61] M. Kachroudi, G. Diallo, S. Ben Yahia. On the Composition of Large Biomedical Ontologies Alignment. ACM Proceedings of the 7th International Conference on Web Intelligence, Mining and Semantics (WIMS'17). pp:24:1--24:10, June 19-22th 2017, Amantea, Italy. Doi:10.1145/3102254.3102284. [Link]

• [60] S. El Hajjami, M. Berrada, M. Harti, G. Diallo. Towards An Agent-Based Approach For Multidimensional Analyses of Semantic Web Data. Proceedings of the International Conference on Intelligent Systems and Computer Vision. April 17-19th 2017, Fez, Morocco. 

2016

• [59] K. Dramé, F. Mougin G. Diallo. Large scale biomedical texts classification: a kNN and an ESA-based approaches. J. Biomedical Semantics. Vol:7(40), 2016. DOI Information: 10.1186/s13326-016-0073-1. [Link]

• [58] H. Akremi, S. Zghal, G. Diallo. Modeling of uncertainty: Fuzzification of medical ontology. WIMS '16: ACM Proceedings of the 6th International Conference on Web Intelligence, Mining and Semantics. Nîmes, France — June 13 - 15, 2016. [Link]

• [57] M. Sawadogo, M.S. Borlli, G. Diallo. Alignement Interactif d'Ontologies avec ServOMap. Technique et Science Informatiques . VOL 35/1 - 2016 - pp.55-74 - doi:10.3166/tsi.35.55-74. 

• [56] R. Gini, M. Schuemie, J. Brown, P. Ryan, E. Vacchi, M. Coppola, W. Cazzola, P. Coloma, R. Berni, G. Diallo, J. L. Oliveira, P. Avillach, G. Trifirò, P. Rijnbeek, M. Bellentani, J. van Der Lei, N. Klazinga, M. Sturkenboom. Data Extraction And Management In Networks Of Observational Health Care Databases For Scientific Research: A Comparison Among EU-ADR, OMOP, Mini-Sentinel And MATRICE Strategies. eGEMs (Generating Evidence & Methods to improve patient outcomes) . Vol. 4 (2016):1. [Link]

2015

• [55] A. Khiat, G. Diallo, Beyza Yaman, E. Jiménez-Ruiz, M. Benaissa. ABOM and ADOM: Arabic Datasets for the Ontology Alignment Evaluation Campaign. Proceedings of ODBASE'2015. Lecture Notes in Computer Science, vol 9415. pp 545-553. 2015

• [54] N. Kheder, G. Diallo. ServOMBI at OAEI 2015. Proceedings of the 10th International Workshop on Ontology Matching collocated with the 14th International Semantic Web Conference (ISWC 2015), Bethlehem, PA, USA, October 12, 2015. CEUR Workshop Proceedings 1545. pp 200-207. 

• [53] Z. Mambone, M. Sawadogo, M.S. Borlli, G. Diallo. DServO: A Peer-to-Peer-based. Approach. to. Biomedical. Ontology. Repositories. Studies in Health Technology and Informatics, Volume 216, pp1103 - 1103, 2015. 

• [52] E. Mutafungwa, F. Thiessard, MP. Diallo, R. Gore, V. Jouhet, F. Mougin, S. Ben Yahia, C. Karray, N. Kheder, R. Saddem, J. Hämäläinend, G. Diallo. Mobile Data as Public Health Decision Enabler: A Case Study of Cardiac and Neurological Emergencies. Proceedings of the Orange D4D Challenge, in conjunction with the 4th International conference on the scientific analysis of mobile phone datasets (NetMob'2015), 7-10 April 2015, MIT Media Lab, Cambridge, MA, USA. [Winner of the Prize of the Practiclal Application]

2014

• [51] G. Diallo. An effective method of large scale ontology matching. Journal of Biomedical Semantics, vol:5(44), 2014. DOI:10.1186/2041-1480-5-44 

• [50] M. Savadogo, BMJ. Some, G. Diallo. Alignement interactif d'ontologies avec ServOMap. 5th Journées Francophones sur les Ontologies (JFO), 14-16 Nov. 2014, Hammamet, Tunisie. [HAL]. 

• [49] K. Dramé, G. Diallo, F. Delva, JF. Dartigues, E. Mouillet, R. Salamon, F. Mougin. Reuse of termino-ontological resources and text corpora for building a multilingual domain ontology: an application to Alzheimer’s disease. J. Biomedical Informatics, vol. 48 (april 2014). DOI information:10.1016/j.jbi.2013.12.013 

• [48] K. Dramé, F. Mougin, G. Diallo. A k-nearest neighbor based method  for improving large scale biomedical document indexing. The 6th International Symposium on Semantic Mining in Biomedicine (SMBM), 6th-7th October, 2014, Aveiro, Portugal 

• [47] K. Dramé, F. Mougin, G. Diallo. Query expansion using external resources for improving information retrieval in the biomedical domain. CEUR WS Lab Proceedings for CLEF 2014. Vol-1180:189-194

2013

• [46] B. Kamsu-Foguem, G. Diallo, C. Foguem. Conceptual Graphs-based Knowledge Specification for Supporting Reasoning in African Traditional Medicine. Engineering Applications of Artificial Intelligence, Volume 26 Issue 4, April, 2013. Pages 1348-1365. DOI information: 10.1016/j.engappai.2012.12.004

• [45] P. Lopes, T. Nunes, D. Campos, LI. Furlong, A. Bauer-Mehren, F. Sanz, M.C. Carrascosa, J. Mestres, J. Kors, B. Singh, E. van Mulligen, J. Van der Lei, G. Diallo, P. Avillach, E. Ahlberg, S. Boyer, C. Diaz, J.L. Oliveira. Gathering and Exploring Scientific Knowledge in Pharmacovigilance. PloS one, vol. 8(12), 2013. 

• [44] M. Ba, G. Diallo. Large scale biomedical ontology matching with ServOMap. IRBM, Volume 34, Issue 1, February 2013, Pages 56-59. DOI:10.1016/j.irbm.2012.12.011

• [43] A. Kammoun, G. Diallo. ServOMap results for OAEI 2013. The 8th International Workshop on Ontology Matching (OM-2013), collocated with the 12th International Semantic Web Conference (ISWC'2013) 

• [42] G. Diallo, A. Kammoun. Towards Learning Based Strategy for Improving the Recall of the ServOMap Matching System. CEUR Workshop Proceedings SWAT4LS'2013, Vol-1114 

• [41] P. Avillach, J-C. Dufour, G. Diallo, F. Salvo, M. Joubert, F. Thiessard, F. Mougin, G. Trifiro, A. Fourrier-Reglat, A. Pariente, M. Fieschi. Design and Validation of an Automated Method to Detect Known Adverse Drug Reactions in MEDLINE: a Contribution from the EU-ADR Project. J Am Med Inform Assoc.(JAMIA),20:446-452, 2013. doi:10.1136/amiajnl-2012-001083

2012

• [40] G. Diallo, M. Ba. Effective method for large scale ontology matching. CEUR-WS Proceedings of the 5th International Workshop on Semantic Web Applications and Tools for Life Sciences (SWAT4LS 2012), Vol-952. 2012.  

• [39] M. Ba, G. Diallo. ServOMap and ServOMap-lt results for OAEI 2012. The 7th International Workshop on Ontology Matching (OM 2012), collocated with the 11th International Semantic Web Conference (ISWC'2012), CEUR Workshop Proceedings. Vol 946. 

• [38] M. Ba, G. Diallo. Knowledge Repository as Semantic Similarity Enabler. IEEE Proceedings of the 8th International Conference on Signal Image Technology & Internet Based Systems (SITIS'12). 26-29 Nov 2012, Naples, Italy.  

• [37] J.L. Oliveira, P. Lopes, T. Nunes, D. Campos, S. Boyer, E. Ahlberg, E. Mulligen, J. Kors, B. Singh, L. Furlong, A. Bauer-Mehren, M. Carrascosa, J. Mestres, P. Avillach, G. Diallo, C. Diaz Acedo, J. van der Lei. The EU-ADR Web Platform: Delivering advanced pharmacovigilance tools. Pharmacoepidem. Drug Safe. 2012. [link] 

• [36] A. Bauer-Mehren, EM. van Mullingen, P. Avillach, MC. Carrascosa, R. Garcia-Serna, J. Pinero, B. Singh, P Lopes, JL. Oliveira, G. Diallo, J. Mestres, E. Ahlberg Helgee, S. Boyer, F. Sanz, JA. Kors, LI. Furlong. Automatic filtering and substantiation of drug safety signals. PLoS Computational Biology 8(4): 2012. e1002457. doi:10.1371/journal.pcbi.1002457. [link] 

• [35] G. Diallo, M. Simonet. Towards Dynamic Ontologies Repository Building. SIGHIT Record 2(1): 27 (2012). 

• [34] G. Diallo, N. Grabar, F. Thiessard, N., Garcelon, J. Grosjean, M. Dupuch, S., Bento-Pereira, B. Frandji, SJ. Daroni, M. Cuggia. Towards complex queries on data from complex patients. AMIA 2012 Annual Symposium, November 3-7 2012, Chicago, USA. Poster paper 

• [33] K. Drame, G. Diallo, F. Mougin. Towards a bilingual Alzheimer's disease terminology acquisition using a parallel corpus. Stud Health Technol Inform. 2012;180:179-83 

• [32] F. Thiessard, F. Mougin, G. Diallo, V. Jouhet, S. Cossin, N. Garcelon, B. Campillo, W. Jouini, J. Grosjean, P. Massari,  N. Griffon, M. Dupuch, F. Tayalati, E. Dugas, A. Balvet, N. Grabar, S. Pereira, B. Frandji, S. Darmoni, M. Cuggia. RAVEL: Retrieval And Visualization in ELectronic health records. Stud Health Technol Inform. 2012;180:194-8. 

• [31] R. Gini, M. Coppola, P. Ryan, G. Righetti, I. Peri, R. Berni, P. Avillach, P. Coloma, G. Trifirò, G. Diallo, J. van der Lei, M. Sturkenboom, M. Schuemie. Frameworks for data extraction and management from electronic healthcare databases for multi-center epidemiologic studies: a comparison among EU-ADR, MATRICE, and OMOP strategies. 24th European Medical Informatics Conference - MIE2012. 26-29th August 2012, Pisa, Italy. accepted for a workshop. 

2011

• [30] G. Diallo. Towards decentralized and cooperative repositories of distributed ontologies. ACM Proceedings ofthe 4th International SWAT4LS Workshop:Semantic Web Applications and Tools for Life Sciences (SWAT4LS,11). pp 8-9, 2012. 

• [29] G. Diallo. Efficient building of local repository of distributed ontologies. IEEE Proc. of the 7th International Conference on Signal Image Technology & Internet Based Systems (SITIS'11). K Yetongnon, R Chbeir and A Dipanda eds. Nov 28- Dec 1st 2011, Dijon, France. [paper].

2009

• [28] D. Tapucu, G. Diallo, Y. Ait Ameur, M. O. Unalir. Ontology-based Database Approach for Handling Preferences. In Data Warehousing Design and Advanced Engineering Applications: Methods for Complex Construction. Ladjel Bellatreche (eds), IGI Global, 2009. ISBN 978-1-60566-756. 

• [27] M. Simonet, R. Messai, G. Diallo, A. Simonet. Ontologies in the Health Field.  In Data Mining and Medical Knowledge Management: Cases and Applications, P. Berka, J. Rauch, D. Abdelkader Zighed (eds) IGI Global, 2008. ISBN 978-1-60566-218-3. 

• [26] H. Oliver,  G. Diallo, E. de Quincey, D. Alexopoulou, B. Habermann, P. Kostkova, M. Schroeder, S. Jupp, K. Khelif, R. Stevens, G. Jawaheer, G. Madle. A user-centred evaluation framework for the Sealife semantic web browsers. BMC Bioinformatics. Suppl 10:S14  2009 

• [25] D. Tapucu, G. Diallo, Stéphane Jean, Yamine Ait Ameur, Murat Osman Ünalir, Nacima Belaidi.  Définition et Exploitation des Préférences au Niveau Sémantique. 3èms Journées Francophones sur les Ontologies (JFO'09), Poitiers, France. 3-4 Décembre 2009. 

• [24] E. de Quincey, H. Oliver, P. Kostokova, G. Jawaheer, G. Madle, G. Diallo, D. Alexopoulou, M. Shroeder, B. Habermann, K. Khelif, S. Jupp, R. Stevens.  Mining for Pattern of Semantic Link Usage: Do Domain Users Actually Like Semantic Browing? International Workshop on Intelligent Web Intereaction (IWI'09), Milano, Italy. 2009.

2008

• [23] G. Diallo, K. Khelif, O. Corby, P. Kostkova, Gemma Madle. Semantic Browsing of a Domain Related Resources: The Corese-NeLI Framework, Proc. Int. Workshop on Web Information Retrieval Support Systems (held with the 2008 IEEE/WIC/ACM Int. WI'08 Conference), 9-12 December 2008, Sidney, Australia. AR: 24%. 

• [22] P. Kostkova, G. Diallo, G. Jawaheer.   User Profiling for Semantic Browsing in Medical Digital Librairies. 5th European Semantic Web Conference (ESWC'08), 01-05th of June 2008, Tenerife, Spain.  

• [21] G. Diallo, P. Kostkova, G. Jawaheer, S. Jupp, R. Stevens. Process of Building a Vocabulary for the Infection Domain. 21st IEEE International Symposium on Computer-Based Medical Systems,  17-19th June 2008, Jyvaskyla, Finland.  AR: 35%.

2007

• [20] M-H. Pham, D. Bernhard, G. Diallo, R. Messai, M. Simonet.   SOM-based Clustering of Multilingual Documents Using an Ontology. In Data Mining with Ontologies: Implementations, Findings and Frameworks. H.O. Nigro, S.C. Cisaro, D. Xodo (Eds.), IGI Global. ISBN: 978-1-59904-618-1, 2007. 

• [19] P. Kostkova, G. Diallo, G. Jawaheer. Application of User Profiling on Ontology Module Extraction for Medical Portals.  In Proceedings of MedInfo Workshops, MedSemWeb 2007, "What Semantics Do We Need for A Semantic Web for Medicine?", Brisbane, Australia, August 2007.

2006

• [18] G. Diallo, M. Simonet, A. Simonet. An Approach to Automatic Ontology-based Annotation of Biomedical Texts. In Proceedings of IEA/AIE'06, Springer Lecture Notes in Artificial Intelligence, vol. 4031, Annecy, France, 2006, pp 1024-1033. [link]. 

• [17] G. Diallo, M. Simonet, A. Simonet. Bringing Together Structured and Unstructured Sources: the OUMSUIS Approach. International Workshop on Knowledge Systems in Bioinformatics (KSinBIT’06), in conjunction with OTM'06, Lecture Notes in Computer Science  Vol. 4277 pp.699-709, Springer-Verlag, 2006.[link]. 

• [16] M. Simonet, R. Patriarche, D. Bernhard, G. Diallo, S. Ferriol, P. Palmer. Multilingual Ontology Enrichment for Semantic Annotation and Retrieval of Medical Information.  In Proceedings of MEDNET’06, Toronto, Canada, October 17th-20th, 2006.

2005

• [15] R. Patriarche, S. Gedzelman, G. Diallo, D. Bernhard, C.G Bassolet, S. Ferriol, A. Girard, M. Mouries, P. Palmer, M. Simonet. A Tool for Textual and Conceptual Annotation of Documents. In Innovation and the Knowledge Economy , Volume 2, Issues, Applications, Case Studies (Proc. of Intl. conference eChallenges 2005); Paul Cunningham and Miriam Cunningham (eds); IOS Press, pp.865-872. ISSN 1574-1230, ISBN 1-58603-563-0. 2005. 

• [14] M. Simonet, D. Bernhard, G. Diallo, S. Gedzelman, R. Patriarche. An environment for ontology design and enrichment from texts.  In Proceedings of SWAP05 - Semantic Web Applications and Perspectives 2nd Italian Semantic Web Workshop, Trento(Italy), 15-16 December, 2005. CEUR Workshop Proceedings, ISSN 1613-0073. [pdf]. 

• [13] S. Gedzelman, M. Simonet, D. Bernhard, G. Diallo, P. Palmer. Building an ontology of Cardio-Vascular diseases for Concept-Based Information Retrieval. IEEE Proceedings Computers in Cardiology, Vol.32: pp.255-258, 2005.

2003

• [12] M. Simonet, G. Diallo, G., Palmer, A. Simonet. (2003). Ontologies pour l'organisation des connaissances - vers une ontologie anatomo-fonctionnelle du cerveau. Santé et Systémique (Hermès-Lavoisier), 7(1):44-75.

Other International Publications

• [11] G. Diallo, M. Simonet. Towards Dynamic Ontologies Repository Building. ACM SIGHIT International Health Informatics Symposium (IHI 2012). January, 28-30 2012, Miami, Florida, USA. (Extended Abstract paper). 

• [10] G. Diallo, K. Dramé, F. Delva, JF. Dartigues, F. Mougin. Representing and accessing scientific knowledge about the Alzheimer's Disease: the Semantic BiblioDem Portal. 4th ICST International Conference on eHealth (eHealth 2011),21-23 Nov 2011, Malaga, Spain.( Poster paper). 

• [09] G. Diallo, G. Maddle, G. Jawaheer, P. Kostkova, D. Alexopoulou, R. Stevens, S. Jupp, K. Khelif. A User Centered Evaluation Framework for the SeaLife Semantic Web Browser.  International Workshop on Semantic Web Applications and Tools for Life Sciences (SWAT4LS), 28th November 2008, Edinburgh, UK. ( Poster paper).

French Conferences & Workshops

• [08] M. Kachroudi, G. Diallo, S. Ben Yahia. Initiating Cross-Lingual Ontology Alignment with Information Retrieval Techniques. 6èmes Jounrnées Francophons sur les Ontologies (JFO'2016), 13 - 14 Octobre 2016, Bordeaux, France. 

• [07] B. Thiao-Layel, V. Jouhet, G. Diallo. K-Ware: vers une gestion conjointe de ressources sémantiques et leurs alignements. 6èmes Jounrnées Francophons sur les Ontologies (JFO'2016), 13 - 14 Octobre 2016, Bordeaux, France. 

• [06] H. Akremi, S. Zghal, V. Jouhey, G. Diallo. FONTO : Une nouvelle méthode de fuzzification d’ontologies. 6èmes Jounrnées Francophons sur les Ontologies (JFO'2016), 13 - 14 Octobre 2016, Bordeaux, France. 

• [01] G. Diallo, M. Ba. Matching à large échelle d'ontologies: l'approche ServOMap. 13e Conférence Francophone sur l'Extraction et la Gestion des Connaissances 29 janvier - 01 février 2013, Toulouse, France. Poster. 

• [05] K. Dramé, G. Diallo, F. Mougin. Construction d’une ontologie bilingue de la maladie d’Alzheimer à partir de textes médicaux.  Atelier IC pour l'Interopérabilté Sémantique dans les applications en e-Santé, 26 Juin 2012, Paris, France. 

• [04] R. Patriarche, S. Gedzelman, G. Diallo, D. Bernhard, C.G Bassolet, S. Ferriol, A. Girard, M. Mouries, P. Palmer, M. Simonet.  Noesis Annotation Tool: Un outil pour l’annotation textuelle et conceptuelle de documents. ActesIngenierie des Connaissances IC'2005, Nice (France) Mai 2005. 

• [03] R. Patriarche, S. Gedzelman, G. Diallo, D. Bernhard, C.G. Bassolet, S. Ferriol, A. Girard, M. Mouries, P. Palmer, M.Simonet. Un outil pour l'annotation textuelle et conceptuelle de document. Démonstration à TIA 2005, Rouen (France) 4 et 5 avril 2005. 

• [02] M. Simonet, D. Bernhard, G. Diallo, P. Palmer, S. Ferriol, F. Baldesare, H. Cool, D. Christoffel. Enrichissement d'une ontologie multilingue à partir de textes pour le cancer du sein. Journée Web Sémantique Médical WSM'04, Mars 2004 Rouen (France). 

• [01] G. Diallo, D. Bernhard, B. Batrancourt, M. Simonet.  Vers une Ontologie Anatomo-Fonctionnelle du Cerveau. Journée Web Sémantique Médical WSM'03, Mars 2003 Rennes (France).

HDR

• Gayo Diallo. Some contributions on large scale heterogeneous data and knowledge integration : application to the healthcare domain.  University of bordeaux, 2019 

PhD Thesis

• Gayo Diallo. Une Architecture à base d'Ontologies pour la Gestion Unifiées des Données Structurées et non Structurées. University of Grenoble 1 Joseph Fourier, 2006 

Patents

• Device and method for generating a drug database (US20190361906A1, 28/11/2019)

• Dispositif et procede de generation d'une base de donnees relative aux medicaments (FR3059118A1, 25/05/2018)