A Scoping Review of Simulation-based Optimization Applied to Flexible Shop Floor

Authors: Loncar, Petra, Schleich, Julien, Van Miegroet, Laurent, Bouvry, Pascal

Source: 2024 28th International Computer Science and Engineering Conference (ICSEC) Computer Science and Engineering Conference (ICSEC), 2024 28th International. :1-6 Nov, 2024

Relation: 2024 28th International Computer Science and Engineering Conference (ICSEC)

Tri-FusionDet: Leveraging User Engagement, Textual, and Visual Features for Enhanced Fake News Detection

Authors: El-Amrany, Samir, Brust, Matthias R., Pecero, Johnatan E., Bouvry, Pascal

Source: 2024 28th International Computer Science and Engineering Conference (ICSEC) Computer Science and Engineering Conference (ICSEC), 2024 28th International. :1-6 Nov, 2024

Relation: 2024 28th International Computer Science and Engineering Conference (ICSEC)

Selecting Search Strategy in Constraint Solvers using Bayesian Optimization

Authors: Haddad, Hedieh, Talbot, Pierre, Bouvry, Pascal

Source: 2024 IEEE 36th International Conference on Tools with Artificial Intelligence (ICTAI) ICTAI Tools with Artificial Intelligence (ICTAI), 2024 IEEE 36th International Conference on. :764-773 Oct, 2024

Relation: 2024 IEEE 36th International Conference on Tools with Artificial Intelligence (ICTAI)

Exhaustive Search for Quantum Circuit Optimization using ZX Calculus

Authors: Fischbach, Tobias, Talbot, Pierre, Bouvry, Pascal

Subject Terms: Quantum Physics, Computer Science - Emerging Technologies

Access URL: http://arxiv.org/abs/2503.10983

Multi-objective methods in Federated Learning: A survey and taxonomy

Authors: Hartmann, Maria, Danoy, Grégoire, Bouvry, Pascal

Subject Terms: Computer Science - Machine Learning, Computer Science - Distributed, Parallel, and Cluster Computing

Access URL: http://arxiv.org/abs/2502.03108

FedPref: Federated Learning Across Heterogeneous Multi-objective Preferences

Authors: Hartmann, Maria, Danoy, Grégoire, Bouvry, Pascal

Subject Terms: Computer Science - Machine Learning, Computer Science - Distributed, Parallel, and Cluster Computing

Access URL: http://arxiv.org/abs/2501.13604

A Unified Hyperparameter Optimization Pipeline for Transformer-Based Time Series Forecasting Models

Authors: Xu, Jingjing, Wu, Caesar, Li, Yuan-Fang, Danoy, Grégoire, Bouvry, Pascal

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2501.01394

GPU-Accelerated Tree-Search in Chapel Versus CUDA and HIP

Authors: Helbecque, Guillaume, Krishnasamy, Ezhilmathi, Melab, Nouredine, Bouvry, Pascal

Source: 2024 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) IPDPSW Parallel and Distributed Processing Symposium Workshops (IPDPSW), 2024 IEEE International. :872-879 May, 2024

Relation: 2024 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)

Trustworthiness of Stochastic Gradient Descent in Distributed Learning

Authors: Li, Hongyang, Wu, Caesar, Chadli, Mohammed, Mammar, Said, Bouvry, Pascal

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Distributed, Parallel, and Cluster Computing

Access URL: http://arxiv.org/abs/2410.21491

Strategic Predictions and Explanations By Machine Learning : The Prediction Model of Credit Default Swaps for the Telecommunication Service Sector

Authors: Wu, Caesar, Li, Jian, Xu, Jingjing, Bouvry, Pascal

Source: 2024 International Conference on Information Networking (ICOIN) Information Networking (ICOIN), 2024 International Conference on. :268-273 Jan, 2024

Relation: 2024 International Conference on Information Networking (ICOIN)

Dataset | Mindset = Explainable AI | Interpretable AI

Authors: Wu, Caesar, Buyya, Rajkumar, Li, Yuan Fang, Bouvry, Pascal

Subject Terms: Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2408.12420

Heterogeneity: An Open Challenge for Federated On-board Machine Learning

Authors: Hartmann, Maria, Danoy, Grégoire, Bouvry, Pascal

Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2408.06903

Survey and Taxonomy: The Role of Data-Centric AI in Transformer-Based Time Series Forecasting

Authors: Xu, Jingjing, Wu, Caesar, Li, Yuan-Fang, Danoy, Gregoire, Bouvry, Pascal

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2407.19784

Towards Unified Data Ingestion and Transfer for the Computing Continuum

Authors: Tariq, Muhammad Arslan, Marcu, Ovidiu-Cristian, Danoy, Gregoire, Bouvry, Pascal

Source: 2023 IEEE International Conference on Big Data (BigData) Big Data (BigData), 2023 IEEE International Conference on. :1978-1981 Dec, 2023

Relation: 2023 IEEE International Conference on Big Data (BigData)

Large-Scale Deep Learning Medical Image Methodology and Applications Using Multiple GPUs

Authors: Krishnasamy, Ezhilmathi, Boudisa, Selma, Kanli, Georgia, Marzal-Abarca, Francesc Xavier, Keunen, Oliver, Bouvry, Pascal

Source: 2023 Seventh International Conference on Advances in Biomedical Engineering (ICABME) Advances in Biomedical Engineering (ICABME), 2023 Seventh International Conference on. :17-22 Oct, 2023

Relation: 2023 Seventh International Conference on Advances in Biomedical Engineering (ICABME)

OpenMP Offloading and OpenACC Programming Model Approach for Object-Oriented Plasma Device Algorithms

Authors: Krishnasamy, Ezhilmathi, Vasileska, Ivona, Kos, Leon, Bouvry, Pascal

Source: 2023 46th MIPRO ICT and Electronics Convention (MIPRO) ICT and Electronics Convention (MIPRO), 2023 46th MIPRO. :326-330 May, 2023

Relation: 2023 46th MIPRO ICT and Electronics Convention (MIPRO)

Hybrid programming and multiple GPUs implementation for Particle-In-Cell

Authors: Krishnasamy, Ezhilmathi, Vasileska, Ivona, Kos, Leon, Bouvry, Pascal

Source: 2023 8th International Conference on Computer and Communication Systems (ICCCS) Computer and Communication Systems (ICCCS), 2023 8th International Conference on. :725-731 Apr, 2023

Relation: 2023 8th International Conference on Computer and Communication Systems (ICCCS)

Training Green AI Models Using Elite Samples

Authors: Alswaitti, Mohammed, Verdecchia, Roberto, Danoy, Grégoire, Bouvry, Pascal, Pecero, Johnatan

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2402.12010

The Emerged Artificial Intelligence Protocol for Hierarchical Information Network

Authors: Wu, Caesar, Bouvry, Pascal

Source: 2023 International Conference on Information Networking (ICOIN) Information Networking (ICOIN), 2023 International Conference on. :427-432 Jan, 2023

Relation: 2023 International Conference on Information Networking (ICOIN)

Transformer Multivariate Forecasting: Less is More?

Authors: Xu, Jingjing, Wu, Caesar, Li, Yuan-Fang, Bouvry, Pascal

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2401.00230