Kamal Singh

Centre National de la Recherche Scientifique — France

Computer Science · Physical Sciences

19h-index1.5kcitations97works0.32yr avg
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Research Topics

Semantic Web and Ontologies(18), Advanced Wireless Network Optimization(14), Topic Modeling(10), Advanced MIMO Systems Optimization(9), Natural Language Processing Techniques(8)

Publications97 total

Interpretable Reinforcement Learning for Load Balancing using Kolmogorov-Arnold Networks
2026
TSKAN: Interpretable Machine Learning for QoE modeling over Time Series Data
2026
TSKAN: Interpretable Machine Learning for QoE modeling over Time Series Data
arXiv (Cornell University)·2025Open Access
Federated Intrusion Detection in Medical IoT: Client-Side Feature Learning with Variational Autoencoders vs Autoencoders
SPIRE - Sciences Po Institutional REpository·2025Open Access
Interpretable Reinforcement Learning for Load Balancing using Kolmogorov-Arnold Networks
arXiv (Cornell University)·2025Open Access
Federated Representation Learning for Encrypted Application Type Classification in Beyond 5G RAN
2025
Timing-As-A-Service (TAAS): Over-the-Air Synchronization method for Industrial IoT
2024· 1 cited
User Environment Detection Using Long Short-Term Memory Autoencoder
2024
Multi-Task Learning for Identifying Multi-Activity Situations and Application Type From Network Traffic
2024
Skin Lesion Classification using Deep Learning Architectures
2024· 1 cited
POSTER: Compact Linked Data for Constrained Web of Things Using CBOR-LD
2024
Distributing Reasoning on WoT Edge Architectures
2024· 1 cited
Federated Representation Learning for Indoor-Outdoor Detection in Beyond 5G Networks
2023· 2 citedOpen Access
Improving maintainability of calendar-based IoT-driven office with knowledge graph and rule-based reasoning
2023Open Access
Synchronization in Industrial IoT: Impact of propagation delay on time error
2023· 1 cited
Towards a simple and efficient vehicular delay tolerant networks routing protocol for data collection in smart cities
TELKOMNIKA (Telecommunication Computing Electronics and Control)·2023· 5 citedOpen Access
Network Traffic Classification for Detecting Multi-Activity Situations
2023· 3 citedOpen Access
LiRoT: A lightweight incremental reasoner for the Web of Things
HAL (Le Centre pour la Communication Scientifique Directe)·2023Open Access
Indoor-Outdoor Detection using Time Series Classification and User Behavioral Cognition
2022· 7 cited
Improving User Environment Detection Using Context-Aware Multi-Task Deep Learning in Mobile Networks
IEEE Transactions on Cognitive Communications and Networking·2022· 3 citedOpen Access
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Frequent Co-authors

Dennis Diefenbach(10), Pierre Maret(10), Kandaraj Piamrat(10), César Viho(8), Pham Tran Anh Quang(6), Illyyne Saffar(6), Jean‐Marie Bonnin(6), Abbas Bradai(5), Cesar Viho(5), Marie Line Alberi Morel(4), Ngurah Indra ER(4), Ons Aouedi(3), Guillaume Müller(3), Yassine Hadjadj‐Aoul(3), Gauthier Picard(3), Andreas Both(3), Gerardo Rubino(2), Jong‐Hyouk Lee(2), Toufik Ahmed(2), Loutfi Nuaymi(2)