Mohammed O. Attaoui, Fabrizio Pastore, Lionel Briand, Search-based DNN Testing and Retraining with GAN-enhanced Simulations, IEEE Transactions on Software Engineering (Submitted)
Mohammed O. Attaoui, Fabrizio Pastore, Lionel C. Briand: SAFE: Safety Analysis and Retraining of DNNs, IEEE/ACM International Conference on Software Engineering (ICSE) - Tool demonstration track.
Mohammed O. Attaoui, Hazem M. Fahmy, Fabrizio Pastore, Lionel C. Briand: DNN Explanation for Safety Analysis: an Empirical Evaluation of Clustering-based Approaches. ACM Transactions on Software Engineering and Methodology. 33(5): 1-48 (2024). DOI: https://doi.org/10.1145/3643671
Mohammed O. Attaoui, Mustapha Lebbah, Nabil Keskes, Hanene Azzag, Mohammed Ghesmoune: Improved Multi-Objective Data Stream Clustering with Time and Memory Optimization. GECCO Companion 2023: 267-270. DOI: https://doi.org/10.1145/3583133.3590570
Mohammed O. Attaoui, Hazem M. Fahmy, Fabrizio Pastore, Lionel C. Briand: Black-box Safety Analysis and Retraining of DNNs based on Feature Extraction and Clustering. Transactions on Software Engineering and Methodology (2022).
Mohammed O. Attaoui, Hanene Azzag, Mustapha Lebbah, Nabil Keskes ; A New Subspace Multi-Objective Approach for the Clustering and Selection of Regions of Interests in Histopathological Images, IEEE-CEC, Krakow, Poland 2021
Nassima Dif, Mohammed O. Attaoui, Mustapha Lebbah, Hanene Azzag, Transfer Learning from Synthetic Labels for Histopathological Images Classification, Applied Intelligence 2021.
Mohammed O. Attaoui, Hanene Azzag, Mustapha Lebbah, Nabil Keskes ; Regions of Interest Selection in Histopathological Images using Subspace and Multi-Objective Stream Clustering, The computer vision journal (2021)
Mohammed O. Attaoui, Hanene Azzag, Mustapha Lebbah, Nabil Keskes: Subspace data stream clustering with global and local weighting models. Neural Comput. Appl. 33(8): 3691-3712 (2021).
Mohammed O. Attaoui, Hanene Azzag, Mustapha Lebbah, Nabil Keskes: Multi-objective data stream clustering. GECCO Companion 2020: 113-114 (2020)
Mohammed O. Attaoui, Mustapha Lebbah, Nabil Keskes, Hanene Azzag, Mohammed Ghesmoune: Soft Subspace Growing Neural Gas pour le Clustering de Flux de Données. EGC 2020: 441-448 (2020)
Mohammed O. Attaoui , Mustapha Lebbah, Nabil Keskes, Hanene Azzag, Mohammed Ghesmoune: Soft Subspace Growing Neural Gas for Data Stream Clustering. ICANN (4) 2019: 569-580 (2019)
Mohammed O. Attaoui, Mustapha Lebbah, Nabil Keskes, Hanene Azzag, Mohammed Ghesmoune: Soft Subspace Topological Clustering over Evolving Data Stream. WSOM+ 2019: 225-230 (2019)
Mohammed O. Attaoui, Nassima Dif, Zakaria Elberrichi; Gene selection for microarray data classification using hybrid meta-heuristics; Modelling and Implementation of Complex Systems; pp119–132 (2018)