Amal El Fallah Seghrouchni

Centre National de la Recherche Scientifique — France

Computer Science · Physical Sciences

15h-index1.0kcitations150works1.42yr avg
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Research Topics

Multi-Agent Systems and Negotiation(58), Logic, Reasoning, and Knowledge(30), Mobile Agent-Based Network Management(29), AI-based Problem Solving and Planning(14), Distributed systems and fault tolerance(13)

Publications150 total

FiLSTM: Fuzzy Rule Induction for LSTM Model: The Case of Predictive Maintenance
2025
Domain Adaptive Document Reranking for Retrieval Augmented Generation
2025
Swin-Editor: Enhancing Consistency in Text-Driven Video Editing
Lecture notes in computer science·2025
Auto-DBPA: Density-Aware Ball-Pivoting Algorithm With Adaptive Radius Using Contextual Bandits for Object and Scene Reconstruction
IEEE Transactions on Multimedia·2025
VRWKV-Editor: Reducing quadratic complexity in transformer-based video editing
arXiv (Cornell University)·2025Open Access
BrainDEC: A Multimodal LLM for the Non-Invasive Decoding of Text from Brain Recordings
Information Fusion·2025
Optimized Machine Learning Tree-Based Fuzzy Logic Model for Multi-Class Classification Using Integrated Truth Table
SN Computer Science·2025· 2 cited
Reputation-Filtered Reward Reshaping: Encouraging Cooperation in High Dimensional Semi-Cooperative Multi-agent Settings
2025· 1 cited
Predicting Activity in Brain Areas Associated with Emotion Processing Using Multimodal Behavioral Signals
Multimodal Technologies and Interaction·2025Open Access
Fusion of drones tracking using different LSTM approaches and a CMA-EA knowledge base approach
Neural Computing and Applications·2025
VRWKV-Editor: Reducing Quadratic Complexity in Transformer-Based Video Editing
SSRN Electronic Journal·2025Open Access
MorAI at QIAS 2025: Collaborative LLM via Voting and Retrieval-Augmented Generation for Solving Complex Inheritance Problems
2025Open Access
Towards Optimum Drones Track-to-Track Adaptive Fusion Using LSTM
2024
Radar/Optro Meta-sensor: Augmented Radar Tracking Performances by Adaptive Camera Resources Allocation
2024
A multimodal LLM for the non-invasive decoding of spoken text from brain recordings
arXiv (Cornell University)·2024Open Access
ADS-B Data Anomaly Detection with Machine Learning Methods
2024· 2 cited
Payload Prediction for Quadro Drone using Temporal Deep Machine Learning Models
2024· 1 citedOpen Access
Temporal Machine Learning Payload Prediction for DJI Matrice 100 Quadcopter Drone Based on Tracking Data
2024· 1 cited
Optimum Track to Track Fusion Using CMA-ES and LSTM Techniques
2024
Drone Detection With Improved Precision in Traditional Machine Learning and Less Complexity in Single-Shot Detectors
IEEE Transactions on Aerospace and Electronic Systems·2024· 21 cited
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Frequent Co-authors

Serge Haddad(7), Ahmed‐Chawki Chaouche(6), Jean‐Michel Ilié(6), Djamel Eddine Saïdouni(6), Patrick Taillibert(6), Andrei Olaru(5), Hamza Mazouzi(3), Alexandru Suna(3), Jean-Pierre Briot(3), Caroline Chopinaud(3), Adina Magda Florea(3), Cyril Poulet(3), Vincent Corruble(3), Gauvain Bourgne(3), Rafael H. Bordini(2), Koen V. Hindriks(2), Raed Abu Zitar(2), Frédéric Barbaresco(2), Christophe Labreuche(2), José Viterbo(2)