Search Results for author: Sahraoui Dhelim

Found 14 papers, 0 papers with code

Adapting Mental Health Prediction Tasks for Cross-lingual Learning via Meta-Training and In-context Learning with Large Language Model

no code implementations13 Apr 2024 Zita Lifelo, Huansheng Ning, Sahraoui Dhelim

The results show that our meta-trained model performs significantly better than standard fine-tuning methods, outperforming the baseline fine-tuning in macro F1 score with 18\% and 0. 8\% over XLM-R and mBERT.

Cross-Lingual Transfer In-Context Learning +3

Maximizing UAV Fog Deployment Efficiency for Critical Rescue Operations

no code implementations25 Feb 2024 Abdenacer Naouri, Huansheng Ning, Nabil Abdelkader Nouri, Amar Khelloufi, Abdelkarim Ben Sada, Salim Naouri, Attia Qammar, Sahraoui Dhelim

Following that, We introduce a novel optimization strategy for UAV fog node placement in dynamic networks during evacuation scenarios, with a primary focus on ensuring robust connectivity and maximal coverage for mobile users, while extending the network's lifespan.

Selective Task offloading for Maximum Inference Accuracy and Energy efficient Real-Time IoT Sensing Systems

no code implementations24 Feb 2024 Abdelkarim Ben Sada, Amar Khelloufi, Abdenacer Naouri, Huansheng Ning, Sahraoui Dhelim

This problem is shown to be an instance of the unbounded multidimensional knapsack problem which is considered a strongly NP-hard problem.

IP-UNet: Intensity Projection UNet Architecture for 3D Medical Volume Segmentation

no code implementations24 Aug 2023 Nyothiri Aung, Tahar Kechadi, Liming Chen, Sahraoui Dhelim

IP-UNet is a UNet-based model that performs multi-class segmentation on Intensity Projection (IP) of 3D volumetric data instead of the memory-consuming 3D volumes.

Segmentation

Context-Aware Service Recommendation System for the Social Internet of Things

no code implementations14 Aug 2023 Amar Khelloufi, Huansheng Ning, Abdelkarim Ben Sada, Abdenacer Naouri, Sahraoui Dhelim

Finally, we propose a service recommendation framework for SIoT based on review aggregation and feature learning processes.

Edge-enabled Metaverse: The Convergence of Metaverse and Mobile Edge Computing

no code implementations13 Apr 2022 Sahraoui Dhelim, Tahar Kechadi, Liming Chen, Nyothiri Aung, Huansheng Ning, Luigi Atzori

The Metaverse is a virtual environment where users are represented by avatars to navigate a virtual world, which has strong links with the physical one.

Distributed Computing Edge-computing +1

Big-Five, MPTI, Eysenck or HEXACO: The Ideal Personality Model for Personality-aware Recommendation Systems

no code implementations6 Jun 2021 Sahraoui Dhelim, Liming Luke Chen, Nyothiri Aung, Wenyin Zhang, Huansheng Ning

However, from personality computing perspective, the choice of the most suitable personality model that satisfy the requirements of the recommendation application and the recommended content type still needs further investigation.

Recommendation Systems

Social Behavior and Mental Health: A Snapshot Survey under COVID-19 Pandemic

no code implementations17 May 2021 Sahraoui Dhelim, Liming Luke Chen, Huansheng Ning, Sajal K Das, Chris Nugent, Devin Burns, Gerard Leavey, Dirk Pesch, Eleanor Bantry-White

Due to the restrictions imposed by COVID-19 people are increasingly using online social networks to express their feelings.

A Survey of Hybrid Human-Artificial Intelligence for Social Computing

no code implementations17 Mar 2021 Wenxi Wang, Huansheng Ning, Feifei Shi, Sahraoui Dhelim, Weishan Zhang, Liming Chen

In particular with the boom of artificial intelligence (AI), social computing is significantly influenced by AI.

Unity

IoT-Enabled Social Relationships Meet Artificial Social Intelligence

no code implementations21 Feb 2021 Sahraoui Dhelim, Huansheng Ning, Fadi Farha, Liming Chen, Luigi Atzori, Mahmoud Daneshmand

With the recent advances of the Internet of Things, and the increasing accessibility of ubiquitous computing resources and mobile devices, the prevalence of rich media contents, and the ensuing social, economic, and cultural changes, computing technology and applications have evolved quickly over the past decade.

Management

A Survey on Personality-Aware Recommendation Systems

no code implementations28 Jan 2021 Sahraoui Dhelim, Nyothiri Aung, Mohammed Amine Bouras, Huansheng Ning, Erik Cambria

With the emergence of personality computing as a new research field related to artificial intelligence and personality psychology, we have witnessed an unprecedented proliferation of personality-aware recommendation systems.

Recommendation Systems

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