Publications


Ph.D. thesis

Abdullah Almaksour. Incremental Learning Of Evolving Fuzzy Inference Systems: Application To Handwritten Gesture Recognition. PhD Thesis, INSA de Rennes, July 2011.  [talk] pdf

In refereed international journals

Réjean Plamondon, Christian O'Reilly, Javier Galbally, Abdullah Almaksour, Éric Anquetil. Recent Developments in the Study of Rapid Human Movements with the Kinematic Theory:  Applications to Handwriting and Signature Synthesis. Pattern Recognition Letters, 2012 Available online 15 June 2012, ISSN 0167-8655, 10.1016/j.patrec.2012.06.004.doi pdf

Achraf Ghorbel, Abdullah Almaksour, Aurélie Lemaitre, Eric Anquetil. Incremental learning for interactive sketch recognition. Lecture Notes in Computer Science, vol. 7423, Springer Berlin/Heidelberg, 2012.


Abdullah Almaksour, Eric Anquetil. Improving Premise Structure in Evolving Takagi-Sugeno Neuro-Fuzzy Classifiers. Evolving Systems Journal, 2:25-33, 2011.doi


In refereed national (french) journals

Abdullah Almaksour, Eric Anquetil. Systèmes d’inférence floue auto-évolutifs : applications sur l’apprentissage incrémental de systèmes de reconnaissance de gestes manuscrits. Document Numérique. 2/2011 (Vol. 14), 2011.pdf

Abdullah Almaksour, Harold Mouchère, Eric Anquetil. Apprentissage incrémental avec peu de données pour la reconnaissance de caractères manuscrits en-ligne. Traitement du Signal, volume 26(5), 2010.pdf

In refereed international conferences


Abdullah Almaksour, Eric Anquetil, Réjean Plamondon, Christian O’Reilly. Synthetic Handwritten Gesture Generation Using Sigma-Lognormal Model for Evolving Handwriting Classifiers. In 15th Biennial Conference of the International Graphonomics Society (IGS), 2011.

Achraf Ghorbel, Abdullah Almaksour, Aurélie Lemaitre, Eric Anquetil.Incremental learning for interactive sketch recognition.In Nineth IAPR International Workshop on Graphics RECognition (GREC 2011)Pages 93-96, 2011. pdf 

Abdullah Almaksour, Eric Anquetil. Improving Premise Structure in Evolving Takagi-Sugeno Neuro-Fuzzy Classifiers. International Conference on Machine Learning and Applications (ICMLA’10), Washington DC, 2010. Acceptation rate: 44%  pdf 

Abdullah Almaksour, Eric Anquetil, Solen Quiniou, Mohammed Cheriet. Personalizable Pen-Based Interface Using Lifelong Learning. International Conference on Frontiers in Handwriting Recognition (ICFHR’10), Calcutta, 2010.   pdf 

Abdullah Almaksour, Eric Anquetil, Solen Quiniou, Mohammed Cheriet. Evolving Fuzzy Classifiers: Application to Incremental Learning of Handwritten Gesture Recognition Systems. International Conference on Pattern Recognition (ICPR 2010), Istanbul, 2010. Acceptation rate: 385/2140 oral presentations (18%)  pdf 

Abdullah Almaksour, Eric Anquetil. Fast Incremental Learning Strategy Driven by Confusion Reject for Online Handwriting Recognition. Tenth International Conference on Document Analysis and Recognition (ICDAR 2009), Pages 81-85, Barcelona, 2009.  Acceptation rate: 20% oral presentations   pdf 

Abdullah Almaksour, Harold Mouchère, Eric Anquetil. Fast Online Incremental Learning with Few Examples For Online Handwritten Character Recognition. Proceedings of the Eleventh International Conference on Frontiers in Handwriting Recognition (ICFHR'08), Pages 623-628, Montreal, 2008. (Best poster award)  pdf 

Abdullah Almaksour, Gabriel Antoniu, Luc Bougé, Loïc Cudennec, and Stéphane Gançarski. Building a dbms on top of the JuxMem grid data-sharing service. Proceedings of HiPerGRID Workshop, Brasov, Romania, 2007.


In refereed national (french) conferences

Abdullah Almaksour, Eric Anquetil. A robust learning algorithm for evolving first-order Takagi-Sugeno fuzzy classifiers. Conférence Francophone sur l'Apprentissage Automatique (CAP 2010), Clermont-Ferrand 2010. pdf

Abdullah Almaksour, Eric Anquetil. Systèmes d’inférence floue auto-évolutifs : applications sur l’apprentissage incrémental de systèmes de reconnaissance de gestes manuscrits. Actes du XIème Colloque International Francophone sur l'Ecrit et le Document (CIFED'10), Sousse, Tunisie, 2010. pdf

Abdullah Almaksour, Harold Mouchère, Eric Anquetil. Apprentissage incrémental et synthèse de données pour la reconnaissance de caractères manuscrits en-ligne. Actes du Xème Colloque International Francophone sur l'Ecrit et le Document (CIFED'08), Volume 1, Pages 55-60, Rouan, 2008. pdf


Matser thesis

Abdullah Almaksour. A Grid Database Management System based on DSM and P2P Hybrid Paradigm . INSA de Lyon  2007  pdf  [talk]