Zobrazeno 1 - 10
of 11 206
pro vyhledávání: '"Lotfi P"'
The telecommunications industry's rapid evolution demands intelligent systems capable of managing complex networks and adapting to emerging technologies. While large language models (LLMs) show promise in addressing these challenges, their deployment
Externí odkaz:
http://arxiv.org/abs/2411.02617
Autor:
Martin-Nevot, Mickaël, Lakhal, Lotfi
Publikováno v:
BDA 2024 : 40{\`e}me conf{\'e}rence sur la Gestion de Donn{\'e}es, Oct 2024, Orl{\'e}ans (45) H{\^o}tel Dupanloup, France
Multi-criteria decision analysis in databases has been actively studied, especially through the Skyline operator. Yet, few approaches offer a relevant comparison of Pareto optimal, or Skyline, points for high cardinality result sets. We propose to im
Externí odkaz:
http://arxiv.org/abs/2411.02013
Modern vision models have achieved remarkable success in benchmarks where local features provide critical information about the target. There is now a growing interest in solving tasks that require more global reasoning, where local features offer no
Externí odkaz:
http://arxiv.org/abs/2410.08165
Autor:
Kabwangala, Tychique Nzalalemba, Alkhoury, Ziad, Ahmed, Jawwad, Petreczky, Mihaly, Hetel, Laurentiu, Belkoura, Lotfi
Motivated by the need to predict dangerous scenarios, this article introduces a non-linear dynamic model for motorcycles consisting of four rigid bodies. Using Jourdain's principle, the model incorporates both longitudinal and lateral dynamics, targe
Externí odkaz:
http://arxiv.org/abs/2410.07973
Autor:
Tremblay, Jean-François, Alhosh, Julie, Petit, Louis, Lotfi, Faraz, Landauro, Lara, Meger, David
Autonomous robots navigating in off-road terrain like forests open new opportunities for automation. While off-road navigation has been studied, existing work often relies on clearly delineated pathways. We present a method allowing for long-range pl
Externí odkaz:
http://arxiv.org/abs/2410.01925
Autor:
Lotfi, Fatemeh, Afghah, Fatemeh
As wireless networks grow to support more complex applications, the Open Radio Access Network (O-RAN) architecture, with its smart RAN Intelligent Controller (RIC) modules, becomes a crucial solution for real-time network data collection, analysis, a
Externí odkaz:
http://arxiv.org/abs/2410.03737
In this paper, we extend the work of Liesen et al. (2002), which analyzes how the condition number of an orthonormal matrix Q changes when a column is added ([Q, c]), particularly focusing on the perpendicularity of c to the span of Q. Their result,
Externí odkaz:
http://arxiv.org/abs/2409.18905
Online Grooming (OG) is a prevalent threat facing predominately children online, with groomers using deceptive methods to prey on the vulnerability of children on social media/messaging platforms. These attacks can have severe psychological and physi
Externí odkaz:
http://arxiv.org/abs/2409.07958
Autor:
Ltaief, Hatem, Alomairy, Rabab, Cao, Qinglei, Ren, Jie, Slim, Lotfi, Kurth, Thorsten, Dorschner, Benedikt, Bougouffa, Salim, Abdelkhalak, Rached, Keyes, David E.
We exploit the widening margin in tensor-core performance between [FP64/FP32/FP16/INT8,FP64/FP32/FP16/FP8/INT8] on NVIDIA [Ampere,Hopper] GPUs to boost the performance of output accuracy-preserving mixed-precision computation of Genome-Wide Associati
Externí odkaz:
http://arxiv.org/abs/2409.01712
Autor:
Lotfi, Ali, McQuillan, Ian
This paper presents two novel theorems that address two open problems in stochastic Lindenmayer-system (L-system) inference, specifically focusing on the construction of an optimal stochastic L-system capable of generating a given sequence of strings
Externí odkaz:
http://arxiv.org/abs/2409.02259