Professor
Department & Team
Computer Science
OMeGA
Responsibility
Team Head: OMeGA • Institute Director
Contact:
Nous écrire
Personal page
Areas of Expertise
My research activities lie at the intersection of artificial intelligence, metaheuristics, optimization, machine learning, and parallel computing, with a strong focus on industrial applications and complex systems.
Description
My research lies at the crossroads of artificial intelligence, metaheuristics, optimization, machine learning, and high-performance computing. I aim to design efficient and scalable algorithms for tackling complex real-world problems, often characterized by high dimensionality, uncertainty, and computational constraints.
This work is strongly interdisciplinary, with applications spanning industry, logistics, energy management, telecommunications, chemistry, advanced materials, and data-driven sciences.
Publications
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Evaluating Surgical Skills from Kinematic Data Using Convolutional Neural Networks (2018) Conference paperMedical Image Computing and Computer Assisted Intervention (MICCAI)
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Data augmentation using synthetic data for time series classification with deep residual networks (2018) Conference paperECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data (AALTD)
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Artificial Intelligence in Medicine
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Backtracking Search Optimization for Collaborative Beamforming in Wireless Sensor Networks (2018) ArticleTELKOMNIKA (Telecommunication Computing Electronics and Control)
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2018 IEEE Congress on Evolutionary Computation (CEC)