Djamel Djenouri

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 64

Top Venues

IEEE Trans. Intell. Transp. Syst.

IEEE Access

Appl. Intell.

WOCC

Publications

Asma Belhadi, Djamel Djenouri, Youcef Djenouri, Ahmed Nabil Belbachir, Gautam Srivastava
Social Web in IoT: Can Evolutionary Computation and Clustering Improve Ontology Matching for Social Web of Things? IEEE Trans. Comput. Soc. Syst. 11 (3) (2024)
Roufaida Laidi, Djamel Djenouri, Youcef Djenouri, Jerry Chun-Wei Lin
TG-SPRED: Temporal Graph for Sensorial Data PREDiction. ACM Trans. Sens. Networks 20 (3) (2024)
Sahar Boulkaboul, Djamel Djenouri, Miloud Bagaa
DPFTT: Distributed Particle Filter for Target Tracking in the Internet of Things. PEMWN (2023)
Roufaida Laidi, Djamel Djenouri, Miloud Bagaa, Lyes Khelladi, Youcef Djenouri
Generating Event Sensor Readings Using Spatial Correlations and a Graph Sensor Adversarial Model for Energy Saving in IoT: GSAVES. PIMRC (2023)
Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
Emergent Deep Learning for Anomaly Detection in Internet of Everything. IEEE Internet Things J. 10 (4) (2023)
Asma Belhadi, Youcef Djenouri, Djamel Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin
Group intrusion detection in the Internet of Things using a hybrid recurrent neural network. Clust. Comput. 26 (2) (2023)
Youcef Djenouri, Ahmed Nabil Belbachir, Rutvij H. Jhaveri, Djamel Djenouri
Knowledge Guided Deep Learning for General-Purpose Computer Vision Applications. CAIP (1) (2023)
Youcef Djenouri, Asma Belhadi, Djamel Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin
Intelligent Deep Fusion Network for Anomaly Identification in Maritime Transportation Systems. IEEE Trans. Intell. Transp. Syst. 24 (2) (2023)
Youcef Djenouri, Asma Belhadi, Djamel Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin
A Secure Intelligent System for Internet of Vehicles: Case Study on Traffic Forecasting. IEEE Trans. Intell. Transp. Syst. 24 (11) (2023)
Asma Belhadi, Youcef Djenouri, Djamel Djenouri, Tomasz P. Michalak, Jerry Chun-Wei Lin
Deep Learning Versus Traditional Solutions for Group Trajectory Outliers. IEEE Trans. Cybern. 52 (6) (2022)
Roufaida Laidi, Djamel Djenouri, Ilangko Balasingham
On Predicting Sensor Readings With Sequence Modeling and Reinforcement Learning for Energy-Efficient IoT Applications. IEEE Trans. Syst. Man Cybern. Syst. 52 (8) (2022)
Youcef Djenouri, Gautam Srivastava, Djamel Djenouri, Asma Belhadi, Jerry Chun-Wei Lin
Hybrid RESNET and Regional Convolution Neural Network Framework for Accident Estimation in Smart Roads. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Djamel Djenouri, Jerry Chun-Wei Lin
Vehicle detection using improved region convolution neural network for accident prevention in smart roads. Pattern Recognit. Lett. 158 (2022)
Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Djamel Djenouri, Jerry Chun-Wei Lin, Giancarlo Fortino
Deep learning for pedestrian collective behavior analysis in smart cities: A model of group trajectory outlier detection. Inf. Fusion 65 (2021)
Nassima Merabtine, Djamel Djenouri, Djamel Eddine Zegour, Adel Bounnssairi, Khaled Rahmani
Towards Optimized One-Step Clustering Approach in Wireless Sensor Networks. Wirel. Pers. Commun. 120 (2) (2021)
Youcef Djenouri, Djamel Djenouri, Jerry Chun-Wei Lin
Trajectory Outlier Detection: New Problems and Solutions for Smart Cities. ACM Trans. Knowl. Discov. Data 15 (2) (2021)
Asma Belhadi, Youcef Djenouri, Djamel Djenouri, Tomasz P. Michalak, Jerry Chun-Wei Lin
Machine Learning for Identifying Group Trajectory Outliers. ACM Trans. Manag. Inf. Syst. 12 (2) (2021)
Nassima Merabtine, Djamel Djenouri, Djamel Eddine Zegour
Towards Energy Efficient Clustering in Wireless Sensor Networks: A Comprehensive Review. IEEE Access 9 (2021)
Youcef Djenouri, Asma Belhadi, Djamel Djenouri, Jerry Chun-Wei Lin
Cluster-based information retrieval using pattern mining. Appl. Intell. 51 (4) (2021)
Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Djamel Djenouri, Alberto Cano, Jerry Chun-Wei Lin
A Two-Phase Anomaly Detection Model for Secure Intelligent Transportation Ride-Hailing Trajectories. IEEE Trans. Intell. Transp. Syst. 22 (7) (2021)
Mustapha Khiati, Djamel Djenouri, Jianguo Ding, Youcef Djenouri
LSTM for Periodic Broadcasting in Green IoT Applications over Energy Harvesting Enabled Wireless Networks: Case Study on ADAPCAST. MSN (2021)
Sahar Boulkaboul, Djamel Djenouri
DFIOT: Data Fusion for Internet of Things. J. Netw. Syst. Manag. 28 (4) (2020)
Asma Belhadi, Youcef Djenouri, Djamel Djenouri, Jerry Chun-Wei Lin
A recurrent neural network for urban long-term traffic flow forecasting. Appl. Intell. 50 (10) (2020)
Youcef Djenouri, Djamel Djenouri, Zineb Habbas, Jerry Chun-Wei Lin, Tomasz P. Michalak, Alberto Cano
When the Decomposition Meets the Constraint Satisfaction Problem. IEEE Access 8 (2020)
Noureddine Lasla, Messaoud Doudou, Djamel Djenouri, Abdelraouf Ouadjaout, Cherif Zizoua
Wireless energy efficient occupancy-monitoring system for smart buildings. Pervasive Mob. Comput. 59 (2019)
Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Jerry Chun-Wei Lin, Ahcène Bendjoudi, Philippe Fournier-Viger
A Novel Parallel Framework for Metaheuristic-based Frequent Itemset Mining. CEC (2019)
Nassima Merabtine, Djamel Djenouri, Djamel Eddine Zegour, Billel Boumessaidia, Abdelghani Boutahraoui
Balanced clustering approach with energy prediction and round-time adaptation in wireless sensor networks. Int. J. Commun. Networks Distributed Syst. 22 (3) (2019)
Youcef Djenouri, Zineb Habbas, Djamel Djenouri, Philippe Fournier-Viger
Bee swarm optimization for solving the MAXSAT problem using prior knowledge. Soft Comput. 23 (9) (2019)
Djamel Djenouri, Roufaida Laidi, Youcef Djenouri, Ilangko Balasingham
Machine Learning for Smart Building Applications: Review and Taxonomy. ACM Comput. Surv. 52 (2) (2019)
Youcef Djenouri, Djamel Djenouri, Jerry Chun-Wei Lin, Asma Belhadi
Single Scan Polynomial Algorithms for Frequent Itemset Mining in Big Databases. CEC (2019)
Youcef Djenouri, Asma Belhadi, Jerry Chun-Wei Lin, Djamel Djenouri, Alberto Cano
A Survey on Urban Traffic Anomalies Detection Algorithms. IEEE Access 7 (2019)
Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin, Ahcène Bendjoudi
Exploiting GPU parallelism in improving bees swarm optimization for mining big transactional databases. Inf. Sci. 496 (2019)
Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Alberto Cano
Exploiting GPU and cluster parallelism in single scan frequent itemset mining. Inf. Sci. 496 (2019)
Marc Ringel, Roufaida Laidi, Djamel Djenouri
Multiple Benefits through Smart Home Energy Management Solutions - A Simulation-Based Case Study of a Single-Family House in Algeria and Germany. CoRR (2019)
Sahar Boulkaboul, Djamel Djenouri, Sadmi Bouhafs, Mohand Ouamer Nait Belaid
IoT-DMCP: An IoT Data Management and Control Platform for Smart Cities. CLOSER (2019)
Youcef Djenouri, Philippe Fournier-Viger, Jerry Chun-Wei Lin, Djamel Djenouri, Asma Belhadi
GPU-based swarm intelligence for Association Rule Mining in big databases. Intell. Data Anal. 23 (1) (2019)
Roufaida Laidi, Djamel Djenouri, Marc Ringel
Commercial Technologies for Advanced Light Control in Smart Building Energy Management Systems: A Comparative Study. CoRR (2019)
Youcef Djenouri, Djamel Djenouri, Jerry Chun-Wei Lin, Asma Belhadi
Frequent Itemset Mining in Big Data With Effective Single Scan Algorithms. IEEE Access 6 (2018)
Youcef Djenouri, Djamel Djenouri, Zineb Habbas
Intelligent mapping between GPU and cluster computing for discovering big association rules. Appl. Soft Comput. 65 (2018)
Djamel Djenouri, Roufaida Laidi, Cherif Zizoua
Electrical Energy Consumption Control in Buildings Using Wireless Sensor Networks. CoRR (2018)
Mustapha Khiati, Djamel Djenouri
Adaptive learning-enforced broadcast policy for solar energy harvesting wireless sensor networks. Comput. Networks 143 (2018)
Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin
A new framework for metaheuristic-based frequent itemset mining. Appl. Intell. 48 (12) (2018)
Youcef Djenouri, Djamel Djenouri, Zineb Habbas, Asma Belhadi
How to exploit high performance computing in population-based metaheuristics for solving association rule mining problem. Distributed Parallel Databases 36 (2) (2018)
Djamel Djenouri
UDEPLOY: User-Driven Learning for Occupancy Sensors DEPLOYment In Smart Buildings. PerCom Workshops (2018)
Nassima Merabtine, Djamel Djenouri, Djamel Eddine Zegour, Elseddik Lamini, Rima Bellal, Imene Ghaoui, Nabila Dahlal
One-step clustering protocol for periodic traffic wireless sensor networks. WOCC (2017)
Mustapha Khiati, Djamel Djenouri
ADABCAST: Adaptive broadcast approach for solar Energy Harvesting Wireless Sensor Networks. WOCC (2017)
Fatima Zahra Djiroun, Djamel Djenouri
MAC Protocols With Wake-Up Radio for Wireless Sensor Networks: A Review. IEEE Commun. Surv. Tutorials 19 (1) (2017)
Miloud Bagaa, Ali Chelli, Djamel Djenouri, Tarik Taleb, Ilangko Balasingham, Kimmo Kansanen
Optimal Placement of Relay Nodes Over Limited Positions in Wireless Sensor Networks. IEEE Trans. Wirel. Commun. 16 (4) (2017)
Youcef Djenouri, Marco Comuzzi, Djamel Djenouri
SS-FIM: Single Scan for Frequent Itemsets Mining in Transactional Databases. PAKDD (2) (2017)
Youcef Djenouri, Ahcène Bendjoudi, Zineb Habbas, Malika Mehdi, Djamel Djenouri
Reducing thread divergence in GPU-based bees swarm optimization applied to association rule mining. Concurr. Comput. Pract. Exp. 29 (9) (2017)
Messaoud Doudou, José M. Barceló-Ordinas, Djamel Djenouri, Nadjib Badache, Jorge García-Vidal
Performance optimization of duty-cycled MAC in delay-energy constrained sensor network under uniform and nonuniform traffic generation. Int. J. Commun. Syst. 30 (9) (2017)
Youcef Djenouri, Ahcène Bendjoudi, Djamel Djenouri, Asma Belhadi, Nadia Nouali-Taboudjemat
New GPU-based swarm intelligence approach for reducing big association rules space. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2017)
Djamel Djenouri, Miloud Bagaa
Energy-Aware Constrained Relay Node Deployment for Sustainable Wireless Sensor Networks. IEEE Trans. Sustain. Comput. 2 (1) (2017)
Youcef Djenouri, Zineb Habbas, Djamel Djenouri, Marco Comuzzi
Diversification Heuristics in Bees Swarm Optimization for Association Rules Mining. PAKDD (Workshops) (2017)
Youcef Djenouri, Ahcène Bendjoudi, Djamel Djenouri, Marco Comuzzi
GPU-based Bio-inspired Model for Solving Association Rules Mining Problem. PDP (2017)
Youcef Djenouri, Zineb Habbas, Djamel Djenouri
Data Mining-Based Decomposition for Solving the MAXSAT Problem: Toward a New Approach. IEEE Intell. Syst. 32 (4) (2017)
Lyes Khelladi, Djamel Djenouri, Michele Rossi, Nadjib Badache
Efficient on-demand multi-node charging techniques for wireless sensor networks. Comput. Commun. 101 (2017)
Messaoud Doudou, José M. Barceló-Ordinas, Djamel Djenouri, Jorge García-Vidal, Abdelmadjid Bouabdallah, Nadjib Badache
Game Theory Framework for MAC Parameter Optimization in Energy-Delay Constrained Sensor Networks. ACM Trans. Sens. Networks 12 (2) (2016)
Djamel Djenouri, Miloud Bagaa
Synchronization Protocols and Implementation Issues in Wireless Sensor Networks: A Review. IEEE Syst. J. 10 (2) (2016)
Messaoud Doudou, Djamel Djenouri, José M. Barceló-Ordinas, Nadjib Badache
Delay-efficient MAC protocol with traffic differentiation and run-time parameter adaptation for energy-constrained wireless sensor networks. Wirel. Networks 22 (2) (2016)
Ali Chelli, Miloud Bagaa, Djamel Djenouri, Ilangko Balasingham, Tarik Taleb
One-Step Approach for Two-Tiered Constrained Relay Node Placement in Wireless Sensor Networks. IEEE Wirel. Commun. Lett. 5 (4) (2016)
Fatma Zohra Mekahlia, Abdelghani Ghomari, Samy Yazid, Djamel Djenouri
Temporal and Spatial Coherence Verification in SMIL Documents with Hoare Logic and Disjunctive Constraints: A Hybrid Formal Method. J. Integr. Des. Process. Sci. 20 (3) (2016)
Abdelraouf Ouadjaout, Noureddine Lasla, Djamel Djenouri, Cherif Zizoua
On the Effect of Sensing-holes in PIR-based Occupancy Detection Systems. SENSORNETS (2016)
Djamel Djenouri, Miloud Bagaa, Ali Chelli, Ilangko Balasingham
Energy Harvesting Aware Minimum Spanning Tree for Survivable WSN with Minimum Relay Node Addition. GLOBECOM Workshops (2016)
Djamel Djenouri, Miloud Bagaa
Energy harvesting aware relay node addition for power-efficient coverage in wireless sensor networks. ICC (2015)
Mustapha Khiati, Djamel Djenouri
BOD-LEACH: broadcasting over duty-cycled radio using LEACH clustering for delay/power efficient dissimilation in wireless sensor networks. Int. J. Commun. Syst. 28 (2) (2015)
Djamel Djenouri, Miloud Bagaa
A variant of connected dominating set in unit disk graphs for applications in communication networks. EIT (2015)
Miloud Bagaa, Mohamed F. Younis, Djamel Djenouri, Abdelouahid Derhab, Nadjib Badache
Distributed Low-Latency Data Aggregation Scheduling in Wireless Sensor Networks. ACM Trans. Sens. Networks 11 (3) (2015)
Elmouatezbillah Karbab, Djamel Djenouri, Sahar Boulkaboul, Antoine B. Bagula
Car park management with networked wireless sensors and active RFID. EIT (2015)
Djamel Djenouri, Elmouatezbillah Karbab, Sahar Boulkaboul, Antoine B. Bagula
Networked Wireless Sensors, Active RFID, and Handheld Devices for Modern Car Park Management: WSN, RFID, and Mob Devs for Car Park Management. Int. J. Handheld Comput. Res. 6 (3) (2015)
Youcef Djenouri, Ahcène Bendjoudi, Djamel Djenouri, Zineb Habbas
Parallel BSO Algorithm for Association Rules Mining Using Master/Worker Paradigm. PPAM (1) (2015)
Ranganai Chaparadza, Jianguo Ding, Djamel Djenouri
Preface of the 6th IEEE International Workshop on Management of Emerging Networks and Services (IEEE Globecom MENS 2014). GLOBECOM Workshops (2014)
Mohamed Amine Kafi, Djamel Djenouri, Jalel Ben-Othman, Abdelraouf Ouadjaout, Miloud Bagaa, Noureddine Lasla, Nadjib Badache
Interference-aware Congestion Control Protocol for Wireless Sensor Networks. EUSPN/ICTH (2014)
Lyes Khelladi, Djamel Djenouri, Noureddine Lasla, Nadjib Badache, Abdelmadjid Bouabdallah
MSR: Minimum-Stop Recharging Scheme for Wireless Rechargeable Sensor Networks. UIC/ATC/ScalCom (2014)
Messaoud Doudou, Djamel Djenouri, Nadjib Badache, Abdelmadjid Bouabdallah
Synchronous contention-based MAC protocols for delay-sensitive wireless sensor networks: A review and taxonomy. J. Netw. Comput. Appl. 38 (2014)
Messaoud Doudou, José M. Barceló-Ordinas, Djamel Djenouri, Jorge García-Vidal, Nadjib Badache
Brief announcement: game theoretical approach for energy-delay balancing in distributed duty-cycled MAC protocols of wireless networks. PODC (2014)
Mohamed Amine Kafi, Djamel Djenouri, Jalel Ben-Othman, Nadjib Badache
Congestion Control Protocols in Wireless Sensor Networks: A Survey. IEEE Commun. Surv. Tutorials 16 (3) (2014)
Djamel Djenouri, Miloud Bagaa
Implementation of high precision synchronization protocols in wireless sensor networks. WOCC (2014)
Mohamed Amine Kafi, Djamel Djenouri, Jalel Ben-Othman, Abdelraouf Ouadjaout, Nadjib Badache
Congestion Detection Strategies in Wireless Sensor Networks: A Comparative Study with Testbed Experiments. EUSPN/ICTH (2014)
Abdelraouf Ouadjaout, Noureddine Lasla, Miloud Bagaa, Messaoud Doudou, Cherif Zizoua, Mohamed Amine Kafi, Abdelouahid Derhab, Djamel Djenouri, Nadjib Badache
DZ50: Energy-efficient Wireless Sensor Mote Platform for Low Data Rate Applications. EUSPN/ICTH (2014)
Miloud Bagaa, Mohamed F. Younis, Djamel Djenouri, Nadjib Badache
Intertwined medium access scheduling of upstream and downstream traffic in wireless sensor networks. WCNC (2014)
Messaoud Doudou, Djamel Djenouri, José M. Barceló-Ordinas, Nadjib Badache
Cost effective node deployment strategy for energy-balanced and delay-efficient data collection in wireless sensor networks. WCNC (2014)
Djamel Djenouri
MLE for Receiver-to-Receiver Time Synchronization in Wireless Networks with Exponential Distributed Delays. VTC Spring (2014)
Antoine B. Bagula, Djamel Djenouri, Elmouatezbillah Karbab
Ubiquitous sensor network management: The least interference beaconing model. PIMRC (2013)
Abdelouahid Derhab, Djamel Djenouri, Jianguo Ding
Editorial. Int. J. Commun. Networks Distributed Syst. 11 (2) (2013)
Djamel Djenouri, Nassima Merabtine, Fatma Zohra Mekahlia, Messaoud Doudou
Fault-tolerant implementation of a distributed MLE-based time synchronization protocol for wireless sensor networks. WCNC (2013)
Messaoud Doudou, Djamel Djenouri, Nadjib Badache
Survey on Latency Issues of Asynchronous MAC Protocols in Delay-Sensitive Wireless Sensor Networks. IEEE Commun. Surv. Tutorials 15 (2) (2013)
Antoine Bigomokero Bagula, Djamel Djenouri, Elmouatezbillah Karbab
On the Relevance of Using Interference and Service Differentiation Routing in the Internet-of-Things. NEW2AN (2013)
Mohamed Amine Kafi, Yacine Challal, Djamel Djenouri, Messaoud Doudou, Abdelmadjid Bouabdallah, Nadjib Badache
A Study of Wireless Sensor Networks for Urban Traffic Monitoring: Applications and Architectures. ANT/SEIT (2013)
Messaoud Doudou, Mohammad Alaei, Djamel Djenouri, José M. Barceló-Ordinas, Nadjib Badache
Duo-MAC: Energy and time constrained data delivery MAC protocol in wireless sensor networks. IWCMC (2013)
Djamel Djenouri, Nassima Merabtine, Fatma Zohra Mekahlia, Messaoud Doudou
Fast distributed multi-hop relative time synchronization protocol and estimators for wireless sensor networks. Ad Hoc Networks 11 (8) (2013)
Sahar Boulkaboul, Djamel Djenouri, Nadjib Badache
FDAP: Fast Data Aggregation Protocol in Wireless Sensor Networks. NEW2AN (2012)
Djamel Djenouri
Theoretical estimators and lower-bounds for receiver-to-receiver time synchronization in multi-hop wireless networks. ICWCA (2012)
Messaoud Doudou, Djamel Djenouri, Nadjib Badache, Abdelmadjid Bouabdallah
Slotted contention-based energy-efficient MAC protocols in delay-sensitive wireless sensor networks. ISCC (2012)
Mohamed Amine Kafi, Yacine Challal, Djamel Djenouri, Abdelmadjid Bouabdallah, Lyes Khelladi, Nadjib Badache
A study of Wireless Sensor Network Architectures and Projects for Traffic Light Monitoring. ANT/MobiWIS (2012)
Mustapha Khiati, Djamel Djenouri
Cluster-Based Fast Broadcast in Duty-Cycled Wireless Sensor Networks. NCA (2012)
Djamel Djenouri
Syn : Relative Referenceless Receiver/Receiver Time Synchronization in Wireless Sensor Networks. IEEE Signal Process. Lett. 19 (4) (2012)
Djamel Djenouri
Distributed Receiver/Receiver Synchronization in Wireless Sensor Networks: New Solution and Joint Offset/Skew Estimators for Gaussian Delays. WASA (2011)
Djamel Djenouri, Ilangko Balasingham
Traffic-Differentiation-Based Modular QoS Localized Routing for Wireless Sensor Networks. IEEE Trans. Mob. Comput. 10 (6) (2011)
Djamel Djenouri
Estimators for RBS-based time synchronization in heterogeneous wireless networks. GLOBECOM Workshops (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Djamel Djenouri