output
20052025
most citedUnsupervised Domain Adaptation using Generative Adversarial Networks for Semantic Segmentation of Aerial Images

216 citations

121 papers

cs.CL2025★ 1 cited

Markov-Enhanced Clustering for Long Document Summarization: Tackling the 'Lost in the Middle' Challenge with Large Language Models

Aziz Amari, Mohamed Achref Ben Ammar

The rapid expansion of information from diverse sources has heightened the need for effective automatic text summarization, which condenses documents into shorter, coherent texts.…

cs.CV2025★ 4 cited

An Efficient Deep Learning-Based Approach to Automating Invoice Document Validation

Aziz Amari, Mariem Makni, Wissal Fnaich +5

In large organizations, the number of financial transactions can grow rapidly, driving the need for fast and accurate multi-criteria invoice validation. Manual processing remains e…

cs.NI2025★ 9 cited

Routing Optimization Based on Distributed Intelligent Network Softwarization for the Internet of Things

Mohamed Ali Zormati, Hicham Lakhlef, Sofiane Ouni

The Internet of Things (IoT) establishes connectivity between billions of heterogeneous devices that provide a variety of essential everyday services. The IoT faces several challen…

cs.IT2024★ 2 cited

Real time parameter estimation for adaptive OFDM/OTFS selection

Amina Darghouthi, Abdelhakim Khlifi, Belgacem Chibani

Future wireless communication systems must simultaneously address multiple challenges to ensure accurate data detection, deliver high Quality of Service (QoS), adding enable a high…

cs.IT2024★ 8 cited

An hybrid framework OTFS OFDM based on mobile speed estimation

Amina Darghouthi, Abdelhakim Khlifi, Hmaied Shaiek +2

The Future wireless communication systems face the challenging task of simultaneously providing high quality of service (QoS) and broadband data transmission, while also minimizing…

cs.NI2024★ 31 cited

Review and Analysis of Recent Advances in Intelligent Network Softwarization for the Internet of Things

Mohamed Ali Zormati, Hicham Lakhlef, Sofiane Ouni

The Internet of Things (IoT) is an emerging technology that aims to connect heterogeneous and constrained objects to each other and to the Internet. It has grown significantly in a…