Djamel Djenouri

Orcid: 0000-0001-9333-9860

According to our database1, Djamel Djenouri authored at least 122 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A Survey on Emerging Blockchain Technology Platforms for Securing the Internet of Things.
Future Internet, August, 2024

Social Web in IoT: Can Evolutionary Computation and Clustering Improve Ontology Matching for Social Web of Things?
IEEE Trans. Comput. Soc. Syst., June, 2024

TG-SPRED: Temporal Graph for Sensorial Data PREDiction.
ACM Trans. Sens. Networks, May, 2024

2023
A Secure Intelligent System for Internet of Vehicles: Case Study on Traffic Forecasting.
IEEE Trans. Intell. Transp. Syst., November, 2023

Group intrusion detection in the Internet of Things using a hybrid recurrent neural network.
Clust. Comput., April, 2023

Intelligent Deep Fusion Network for Anomaly Identification in Maritime Transportation Systems.
IEEE Trans. Intell. Transp. Syst., February, 2023

Emergent Deep Learning for Anomaly Detection in Internet of Everything.
IEEE Internet Things J., February, 2023

Generating Event Sensor Readings Using Spatial Correlations and a Graph Sensor Adversarial Model for Energy Saving in IoT: GSAVES.
Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

DPFTT: Distributed Particle Filter for Target Tracking in the Internet of Things.
Proceedings of the 12th IFIP/IEEE International Conference on Performance Evaluation and Modeling in Wired and Wireless Networks, 2023

Knowledge Guided Deep Learning for General-Purpose Computer Vision Applications.
Proceedings of the Computer Analysis of Images and Patterns, 2023

2022
On Predicting Sensor Readings With Sequence Modeling and Reinforcement Learning for Energy-Efficient IoT Applications.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Hybrid RESNET and Regional Convolution Neural Network Framework for Accident Estimation in Smart Roads.
IEEE Trans. Intell. Transp. Syst., 2022

Deep Learning Versus Traditional Solutions for Group Trajectory Outliers.
IEEE Trans. Cybern., 2022

Vehicle detection using improved region convolution neural network for accident prevention in smart roads.
Pattern Recognit. Lett., 2022

2021
Towards Optimized One-Step Clustering Approach in Wireless Sensor Networks.
Wirel. Pers. Commun., 2021

Machine Learning for Identifying Group Trajectory Outliers.
ACM Trans. Manag. Inf. Syst., 2021

Trajectory Outlier Detection: New Problems and Solutions for Smart Cities.
ACM Trans. Knowl. Discov. Data, 2021

A Two-Phase Anomaly Detection Model for Secure Intelligent Transportation Ride-Hailing Trajectories.
IEEE Trans. Intell. Transp. Syst., 2021

Deep learning for pedestrian collective behavior analysis in smart cities: A model of group trajectory outlier detection.
Inf. Fusion, 2021

Cluster-based information retrieval using pattern mining.
Appl. Intell., 2021

Towards Energy Efficient Clustering in Wireless Sensor Networks: A Comprehensive Review.
IEEE Access, 2021

LSTM for Periodic Broadcasting in Green IoT Applications over Energy Harvesting Enabled Wireless Networks: Case Study on ADAPCAST.
Proceedings of the 17th International Conference on Mobility, Sensing and Networking, 2021

2020
DFIOT: Data Fusion for Internet of Things.
J. Netw. Syst. Manag., 2020

A recurrent neural network for urban long-term traffic flow forecasting.
Appl. Intell., 2020

When the Decomposition Meets the Constraint Satisfaction Problem.
IEEE Access, 2020

2019
Bee swarm optimization for solving the MAXSAT problem using prior knowledge.
Soft Comput., 2019

Wireless energy efficient occupancy-monitoring system for smart buildings.
Pervasive Mob. Comput., 2019

Exploiting GPU parallelism in improving bees swarm optimization for mining big transactional databases.
Inf. Sci., 2019

Exploiting GPU and cluster parallelism in single scan frequent itemset mining.
Inf. Sci., 2019

Balanced clustering approach with energy prediction and round-time adaptation in wireless sensor networks.
Int. J. Commun. Networks Distributed Syst., 2019

GPU-based swarm intelligence for Association Rule Mining in big databases.
Intell. Data Anal., 2019

Machine Learning for Smart Building Applications: Review and Taxonomy.
ACM Comput. Surv., 2019

Commercial Technologies for Advanced Light Control in Smart Building Energy Management Systems: A Comparative Study.
CoRR, 2019

Multiple Benefits through Smart Home Energy Management Solutions - A Simulation-Based Case Study of a Single-Family House in Algeria and Germany.
CoRR, 2019

A Survey on Urban Traffic Anomalies Detection Algorithms.
IEEE Access, 2019

IoT-DMCP: An IoT Data Management and Control Platform for Smart Cities.
Proceedings of the 9th International Conference on Cloud Computing and Services Science, 2019

Single Scan Polynomial Algorithms for Frequent Itemset Mining in Big Databases.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

A Novel Parallel Framework for Metaheuristic-based Frequent Itemset Mining.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018
How to exploit high performance computing in population-based metaheuristics for solving association rule mining problem.
Distributed Parallel Databases, 2018

Electrical Energy Consumption Control in Buildings Using Wireless Sensor Networks.
CoRR, 2018

Adaptive learning-enforced broadcast policy for solar energy harvesting wireless sensor networks.
Comput. Networks, 2018

Intelligent mapping between GPU and cluster computing for discovering big association rules.
Appl. Soft Comput., 2018

A new framework for metaheuristic-based frequent itemset mining.
Appl. Intell., 2018

Frequent Itemset Mining in Big Data With Effective Single Scan Algorithms.
IEEE Access, 2018

UDEPLOY: User-Driven Learning for Occupancy Sensors DEPLOYment In Smart Buildings.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

2017
Optimal Placement of Relay Nodes Over Limited Positions in Wireless Sensor Networks.
IEEE Trans. Wirel. Commun., 2017

Energy-Aware Constrained Relay Node Deployment for Sustainable Wireless Sensor Networks.
IEEE Trans. Sustain. Comput., 2017

Performance optimization of duty-cycled MAC in delay-energy constrained sensor network under uniform and nonuniform traffic generation.
Int. J. Commun. Syst., 2017

Data Mining-Based Decomposition for Solving the MAXSAT Problem: Toward a New Approach.
IEEE Intell. Syst., 2017

Reducing thread divergence in GPU-based bees swarm optimization applied to association rule mining.
Concurr. Comput. Pract. Exp., 2017

MAC Protocols With Wake-Up Radio for Wireless Sensor Networks: A Review.
IEEE Commun. Surv. Tutorials, 2017

Efficient on-demand multi-node charging techniques for wireless sensor networks.
Comput. Commun., 2017

One-step clustering protocol for periodic traffic wireless sensor networks.
Proceedings of the 26th Wireless and Optical Communication Conference, 2017

ADABCAST: Adaptive broadcast approach for solar Energy Harvesting Wireless Sensor Networks.
Proceedings of the 26th Wireless and Optical Communication Conference, 2017

New GPU-based swarm intelligence approach for reducing big association rules space.
Proceedings of the 2017 IEEE SmartWorld, 2017

GPU-based Bio-inspired Model for Solving Association Rules Mining Problem.
Proceedings of the 25th Euromicro International Conference on Parallel, 2017

Diversification Heuristics in Bees Swarm Optimization for Association Rules Mining.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2017

SS-FIM: Single Scan for Frequent Itemsets Mining in Transactional Databases.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

2016
Delay-efficient MAC protocol with traffic differentiation and run-time parameter adaptation for energy-constrained wireless sensor networks.
Wirel. Networks, 2016

One-Step Approach for Two-Tiered Constrained Relay Node Placement in Wireless Sensor Networks.
IEEE Wirel. Commun. Lett., 2016

Game Theory Framework for MAC Parameter Optimization in Energy-Delay Constrained Sensor Networks.
ACM Trans. Sens. Networks, 2016

Synchronization Protocols and Implementation Issues in Wireless Sensor Networks: A Review.
IEEE Syst. J., 2016

Temporal and Spatial Coherence Verification in SMIL Documents with Hoare Logic and Disjunctive Constraints: A Hybrid Formal Method.
J. Integr. Des. Process. Sci., 2016

On the Effect of Sensing-holes in PIR-based Occupancy Detection Systems.
Proceedings of the SENSORNETS 2016, 2016

Energy Harvesting Aware Minimum Spanning Tree for Survivable WSN with Minimum Relay Node Addition.
Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016

2015
Distributed Low-Latency Data Aggregation Scheduling in Wireless Sensor Networks.
ACM Trans. Sens. Networks, 2015

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., 2015

BOD-LEACH: broadcasting over duty-cycled radio using LEACH clustering for delay/power efficient dissimilation in wireless sensor networks.
Int. J. Commun. Syst., 2015

Parallel BSO Algorithm for Association Rules Mining Using Master/Worker Paradigm.
Proceedings of the Parallel Processing and Applied Mathematics, 2015

Energy harvesting aware relay node addition for power-efficient coverage in wireless sensor networks.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Car park management with networked wireless sensors and active RFID.
Proceedings of the IEEE International Conference on Electro/Information Technology, 2015

A variant of connected dominating set in unit disk graphs for applications in communication networks.
Proceedings of the IEEE International Conference on Electro/Information Technology, 2015

2014
Synchronous contention-based MAC protocols for delay-sensitive wireless sensor networks: A review and taxonomy.
J. Netw. Comput. Appl., 2014

Congestion Control Protocols in Wireless Sensor Networks: A Survey.
IEEE Commun. Surv. Tutorials, 2014

Implementation of high precision synchronization protocols in wireless sensor networks.
Proceedings of the 23rd Wireless and Optical Communication Conference, 2014

Cost effective node deployment strategy for energy-balanced and delay-efficient data collection in wireless sensor networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2014

Intertwined medium access scheduling of upstream and downstream traffic in wireless sensor networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2014

MLE for Receiver-to-Receiver Time Synchronization in Wireless Networks with Exponential Distributed Delays.
Proceedings of the IEEE 79th Vehicular Technology Conference, 2014

MSR: Minimum-Stop Recharging Scheme for Wireless Rechargeable Sensor Networks.
Proceedings of the 2014 IEEE 11th Intl Conf on Ubiquitous Intelligence and Computing and 2014 IEEE 11th Intl Conf on Autonomic and Trusted Computing and 2014 IEEE 14th Intl Conf on Scalable Computing and Communications and Its Associated Workshops, 2014

Brief announcement: game theoretical approach for energy-delay balancing in distributed duty-cycled MAC protocols of wireless networks.
Proceedings of the ACM Symposium on Principles of Distributed Computing, 2014

Preface of the 6th IEEE International Workshop on Management of Emerging Networks and Services (IEEE Globecom MENS 2014).
Proceedings of the 2014 IEEE GLOBECOM Workshops, Austin, TX, USA, December 8-12, 2014, 2014

DZ50: Energy-efficient Wireless Sensor Mote Platform for Low Data Rate Applications.
Proceedings of the 5th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN-2014)/ The 4th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH 2014)/ Affiliated Workshops, 2014

Interference-aware Congestion Control Protocol for Wireless Sensor Networks.
Proceedings of the 5th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN-2014)/ The 4th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH 2014)/ Affiliated Workshops, 2014

Congestion Detection Strategies in Wireless Sensor Networks: A Comparative Study with Testbed Experiments.
Proceedings of the 5th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN-2014)/ The 4th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH 2014)/ Affiliated Workshops, 2014

2013
Editorial.
Int. J. Commun. Networks Distributed Syst., 2013

Survey on Latency Issues of Asynchronous MAC Protocols in Delay-Sensitive Wireless Sensor Networks.
IEEE Commun. Surv. Tutorials, 2013

Fast distributed multi-hop relative time synchronization protocol and estimators for wireless sensor networks.
Ad Hoc Networks, 2013

Fault-tolerant implementation of a distributed MLE-based time synchronization protocol for wireless sensor networks.
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013

Ubiquitous sensor network management: The least interference beaconing model.
Proceedings of the 24th IEEE Annual International Symposium on Personal, 2013

On the Relevance of Using Interference and Service Differentiation Routing in the Internet-of-Things.
Proceedings of the Internet of Things, Smart Spaces, and Next Generation Networking, 2013

Duo-MAC: Energy and time constrained data delivery MAC protocol in wireless sensor networks.
Proceedings of the 2013 9th International Wireless Communications and Mobile Computing Conference, 2013

A Study of Wireless Sensor Networks for Urban Traffic Monitoring: Applications and Architectures.
Proceedings of the 4th International Conference on Ambient Systems, 2013

2012
R<sup>4</sup>Syn : Relative Referenceless Receiver/Receiver Time Synchronization in Wireless Sensor Networks.
IEEE Signal Process. Lett., 2012

A study of Wireless Sensor Network Architectures and Projects for Traffic Light Monitoring.
Proceedings of the 3rd International Conference on Ambient Systems, 2012

FDAP: Fast Data Aggregation Protocol in Wireless Sensor Networks.
Proceedings of the Internet of Things, Smart Spaces, and Next Generation Networking, 2012

Cluster-Based Fast Broadcast in Duty-Cycled Wireless Sensor Networks.
Proceedings of the 11th IEEE International Symposium on Network Computing and Applications, 2012

Slotted contention-based energy-efficient MAC protocols in delay-sensitive wireless sensor networks.
Proceedings of the 2012 IEEE Symposium on Computers and Communications, 2012

Theoretical estimators and lower-bounds for receiver-to-receiver time synchronization in multi-hop wireless networks.
Proceedings of the IET International Conference on Wireless Communications and Applications, 2012

2011
Traffic-Differentiation-Based Modular QoS Localized Routing for Wireless Sensor Networks.
IEEE Trans. Mob. Comput., 2011

Distributed Receiver/Receiver Synchronization in Wireless Sensor Networks: New Solution and Joint Offset/Skew Estimators for Gaussian Delays.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2011

Estimators for RBS-based time synchronization in heterogeneous wireless networks.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2011

2010
A gradual solution to detect selfish nodes in mobile ad hoc networks.
Int. J. Wirel. Mob. Comput., 2010

Self-repairing Clusters for Time-Efficient and Scalable Actor-Fault-Tolerance in Wireless Sensor and Actor Networks.
Proceedings of the Access Networks - 5th International ICST Conference on Access Networks, 2010

2009
Towards Immunizing MANET's Source Routing Protocols against Packet Droppers.
J. Interconnect. Networks, 2009

Black-hole-resistant ENADAIR-based routing protocol for Mobile Ad hoc Networks.
Int. J. Secur. Networks, 2009

On eliminating packet droppers in MANET: A modular solution.
Ad Hoc Networks, 2009

LOCALMOR: Localized multi-objective routing for wireless sensor networks.
Proceedings of the IEEE 20th International Symposium on Personal, 2009

CoP4V : Context-Based Protocol for Vehicle's Safety in Highways Using Wireless Sensor Networks.
Proceedings of the Sixth International Conference on Information Technology: New Generations, 2009

New QoS and geographical routing in wireless biomedical sensor networks.
Proceedings of the 6th International ICST Conference on Broadband Communications, 2009

Brief Announcement on MOGRIBA: Multi-Objective Geographical Routing for Biomedical Applications of WSN.
Proceedings of the Algorithmic Aspects of Wireless Sensor Networks, 2009

2008
MANET: Selfish Behavior on Packet Forwarding.
Encyclopedia of Wireless and Mobile Communications, 2008

Struggling against selfishness and black hole attacks in MANETs.
Wirel. Commun. Mob. Comput., 2008

Simulation of mobility models in vehicular ad hoc networks.
Proceedings of the 1st International ICST Conference on Ambient Media and Systems, 2008

2007
On Securing MANET Routing Protocol Against Control Packet Dropping.
Proceedings of the IEEE International Conference on Pervasive Services, 2007

A New Low Cost Sessions-Based Misbehaviour Detection Protocol (SMDP) for MANET.
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007

On Detecting Packets Droppers in MANET: A Novel Low Cost Approach.
Proceedings of the Third International Symposium on Information Assurance and Security, 2007

2006
New power-aware routing protocol for mobile ad hoc networks.
Int. J. Ad Hoc Ubiquitous Comput., 2006

Ad Hoc Networks Routing Protocols and Mobility.
Int. Arab J. Inf. Technol., 2006

Cross-Layer Approach to Detect Data Packet Droppers in Mobile Ad-Hoc Networks.
Proceedings of the Self-Organizing Systems, First International Workshop, 2006

2005
A survey of security issues in mobile ad hoc and sensor networks.
IEEE Commun. Surv. Tutorials, 2005

Random Feedbacks for Selfish Nodes Detection in Mobile Ad Hoc Networks.
Proceedings of the Operations and Management in IP-Based Networks, 2005

2004
Simulation Performance Evaluation of an Energy Efficient Routing Protocol for Mobile Ad Hoc Networks.
Proceedings of the IEEE/ACS International Conference on Pervasive Services (ICPS'04), 2004


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