Abdallah Makhoul

Orcid: 0000-0003-0485-097X

According to our database1, Abdallah Makhoul authored at least 148 papers between 2005 and 2024.

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

Timeline

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Bibliography

2024
ASAPs: asynchronous hybrid self-reconfiguration algorithm for porous modular robotic structures.
Auton. Robots, August, 2024

Generative Adversarial Network Applications in Industry 4.0: A Review.
Int. J. Comput. Vis., June, 2024

An End-to-End deep learning system for writer identification in handwritten Arabic manuscripts.
Multim. Tools Appl., May, 2024

Group Validation in Recommender Systems: Framework for Multi-layer Performance Evaluation.
Trans. Recomm. Syst., March, 2024

A Review of Early Time Series Classification Methods on Machinery Dataset.
Proceedings of the 2024 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2024

2023
Cross-Layer Federated Learning for Lightweight IoT Intrusion Detection Systems.
Sensors, August, 2023

Using data science to predict firemen interventions: a case study.
J. Supercomput., May, 2023

Distributed Size-constrained Clustering Algorithm for Modular Robot-based Programmable Matter.
ACM Trans. Auton. Adapt. Syst., March, 2023

Distributed Shape Recognition Algorithm for Lattice-Based Modular Robots.
Proceedings of the International Symposium on Multi-Robot and Multi-Agent Systems, 2023

Fault Tolerance Technique Using Bidirectional Hetero-Associative Memory for Self-Reconfigurable Programmable Matter.
Proceedings of the International Wireless Communications and Mobile Computing, 2023

Correlation Between Types of Obstacles and Stress Level of Blind People in Outdoor Navigation.
Proceedings of the International Wireless Communications and Mobile Computing, 2023

Mixing Domains for Smartly Picking and Using Limited Datasets in Industrial Object Detection.
Proceedings of the Computer Vision Systems: 14th International Conference, 2023

Enhancing Complex Image Synthesis with Conditional Generative Models and Rule Extraction.
Proceedings of the International Conference on Machine Learning and Applications, 2023

Cross-layer Federated Heterogeneous Ensemble Learning for Lightweight IoT Intrusion Detection System.
Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

Exploring the Power of Weak Ties on Serendipity in Recommender Systems.
Proceedings of the Complex Networks & Their Applications XII, 2023

Leveraging Computer Vision Networks for Guitar Tablature Transcription.
Proceedings of the Advances in Computer Graphics, 2023

Lightweight Feature-based Priority Sampling for Industrial IoT Multivariate Time Series.
Proceedings of the 20th ACS/IEEE International Conference on Computer Systems and Applications, 2023

2022
A Multi-Tier Data Prediction Mechanism for the Internet of Things Networks.
Wirel. Pers. Commun., 2022

Privacy-Preserving Prediction of Victim's Mortality and Their Need for Transportation to Health Facilities.
IEEE Trans. Ind. Informatics, 2022

A deep learning based system for writer identification in handwritten Arabic historical manuscripts.
Multim. Tools Appl., 2022

Efficient Lossy Compression for IoT Using SZ and Reconstruction with 1D U-Net.
Mob. Networks Appl., 2022

Anomalies and Breakpoint Detection for a Dataset of Firefighters' Operations During the COVID-19 Period in France.
Proceedings of the Information Systems and Technologies, 2022

ELECTOR: Deterministic leader election algorithm for modular robots.
Proceedings of the IEEE Smartworld, 2022

Real-time Approach for Decision Making in IoT-based Applications.
Proceedings of the 11th International Conference on Sensor Networks, 2022

A Review of Research on Industrial Time Series Classification for Machinery based on Deep Learning.
Proceedings of the 4th IEEE Middle East and North Africa COMMunications Conference, 2022

On the performance of data-driven approaches for energy efficiency on WiFi and LoRa-based sensors: an experimental study.
Proceedings of the 2022 International Wireless Communications and Mobile Computing, 2022

Predicting fire brigades' operations based on their type of interventions.
Proceedings of the 2022 International Wireless Communications and Mobile Computing, 2022

Fault- Tolerance Mechanism for Self-Reconfiguration of Modular Robots.
Proceedings of the 2022 International Wireless Communications and Mobile Computing, 2022

In-network data processing approach for heterogeneous wireless sensor networks.
Proceedings of the 2022 International Wireless Communications and Mobile Computing, 2022

RePoSt: Distributed Self-Reconfiguration Algorithm for Modular Robots Based on Porous Structure.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

MAPFASTER: A Faster and Simpler take on Multi-Agent Path Finding Algorithm Selection.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

How to Build an Optimal and Operational Knowledge Base to Predict Firefighters' Interventions.
Proceedings of the Intelligent Systems and Applications, 2022

Machine Learning for Predicting Firefighters' Interventions Per Type of Mission.
Proceedings of the 8th International Conference on Control, 2022

A New Porous Structure for Modular Robots.
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

Forecasting the Number of Firemen Interventions Using Exponential Smoothing Methods: A Case Study.
Proceedings of the Advanced Information Networking and Applications, 2022

Detector: Hierarchical Distributed Fault Detection Algorithm for Lattice Based Modular Robots.
Proceedings of the Advanced Information Networking and Applications, 2022

A Dynamic ID Assignment Approach for Modular Robots.
Proceedings of the Advanced Information Networking and Applications, 2022

Strategic Attacks on Recommender Systems: An Obfuscation Scenario.
Proceedings of the 19th IEEE/ACS International Conference on Computer Systems and Applications, 2022

2021
PROLISEAN: A New Security Protocol for Programmable Matter.
ACM Trans. Internet Techn., 2021

Critique on Natural Noise in Recommender Systems.
ACM Trans. Knowl. Discov. Data, 2021

An optimal cluster-based routing algorithm for UCBSNs.
Internet Technol. Lett., 2021

Anomaly-based intrusion detection systems: The requirements, methods, measurements, and datasets.
Trans. Emerg. Telecommun. Technol., 2021

Deep recurrent neural network-based autoencoder for photoplethysmogram artifacts filtering.
Comput. Electr. Eng., 2021

A Critical Review on the Implementation of Static Data Sampling Techniques to Detect Network Attacks.
IEEE Access, 2021

Enhanced Precision Time Synchronization for Modular Robots.
Proceedings of the 20th IEEE International Symposium on Network Computing and Applications, 2021

A Multivariate Data Reduction Approach for Wireless Sensor Networks.
Proceedings of the 3rd IEEE Middle East and North Africa COMMunications Conference, 2021

A Personal LPWAN Remote Monitoring System.
Proceedings of the 17th International Wireless Communications and Mobile Computing, 2021

Continuous energy-efficient monitoring model for mobile ad hoc networks.
Proceedings of the 17th International Wireless Communications and Mobile Computing, 2021

Self-Reconfiguration of Modular Robots Using Virtual Forces.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Combining Reduction and Dense Blocks for Music Genre Classification.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

Cluster-Based Distributed Self-reconfiguration Algorithm for Modular Robots.
Proceedings of the Advanced Information Networking and Applications, 2021

Time Series Forecasting for the Number of Firefighters Interventions.
Proceedings of the Advanced Information Networking and Applications, 2021

2020
Fault tolerant data transmission reduction method for wireless sensor networks.
World Wide Web, 2020

An energy-efficient data prediction and processing approach for the internet of things and sensing based applications.
Peer-to-Peer Netw. Appl., 2020

Performance of low level protocols in high traffic wireless body sensor networks.
Peer-to-Peer Netw. Appl., 2020

Energy-efficient secured data reduction technique using image difference function in wireless video sensor networks.
Multim. Tools Appl., 2020

Efficient anomaly detection on sampled data streams with contaminated phase I data.
Internet Technol. Lett., 2020

Mobility aware and traffic adaptive hybrid MAC protocol for collaborative body sensor networks.
Int. J. Sens. Networks, 2020

Robust IoT time series classification with data compression and deep learning.
Neurocomputing, 2020

Toward fast and accurate emergency cases detection in BSNs.
IET Wirel. Sens. Syst., 2020

Towards an Efficient Monitoring in Multi-hop Mobile Ad Hoc Networks.
Ad Hoc Sens. Wirel. Networks, 2020

A Wearable LoRa-Based Emergency System for Remote Safety Monitoring.
Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020

Using DenseNet for IoT multivariate time series classification.
Proceedings of the IEEE Symposium on Computers and Communications, 2020

Linear Distributed Clustering Algorithm for Modular Robots Based Programmable Matter.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

A Unique Identifier Assignment Method for Distributed Modular Robots.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Writer identification for historical handwritten documents using a single feature extraction method.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

2019
Energy-efficient scheduling strategies for minimizing big data collection in cluster-based sensor networks.
Peer-to-Peer Netw. Appl., 2019

Similarity based image selection with frame rate adaptation and local event detection in wireless video sensor networks.
Multim. Tools Appl., 2019

Impacts of wireless sensor networks strategies and topologies on prognostics and health management.
J. Intell. Manuf., 2019

Health risk assessment and decision-making for patient monitoring and decision-support using Wireless Body Sensor Networks.
Inf. Fusion, 2019

Energy efficient data collection in periodic sensor networks using spatio-temporal node correlation.
Int. J. Sens. Networks, 2019

An energy efficient IoT data compression approach for edge machine learning.
Future Gener. Comput. Syst., 2019

An efficient data model for energy prediction using wireless sensors.
Comput. Electr. Eng., 2019

EK-means: A new clustering approach for datasets classification in sensor networks.
Ad Hoc Networks, 2019

A Spatial-Temporal Correlation Approach for Data Reduction in Cluster-Based Sensor Networks.
IEEE Access, 2019

Analyzing Stress Situations for Blind People.
Proceedings of the 15th International Conference on Signal-Image Technology & Internet-Based Systems, 2019

Geolocalization in Smart Environment.
Proceedings of the 8th International Conference on Sensor Networks, 2019

Efficient Cluster based Routing Protocol for Collaborative Body Sensor Networks.
Proceedings of the 8th International Conference on Sensor Networks, 2019

SCCF Parameter and Similarity Measure Optimization and Evaluation.
Proceedings of the Knowledge Science, Engineering and Management, 2019

A Distributed Processing Technique for Sensor Data Applied to Underwater Sensor Networks.
Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019

Similarity detection for smart and transparent long-range IoT relaying.
Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019

Major earthquake event prediction using various machine learning algorithms.
Proceedings of the 5th International Conference on Information and Communication Technologies for Disaster Management, 2019

2018
Energy-Efficient Sensor Data Collection Approach for Industrial Process Monitoring.
IEEE Trans. Ind. Informatics, 2018

Efficient Hybrid Emergency Aware MAC Protocol for Wireless Body Sensor Networks.
Sensors, 2018

A distributed real-time data prediction and adaptive sensing approach for wireless sensor networks.
Pervasive Mob. Comput., 2018

On the coverage effects in wireless sensor networks based prognostic and health management.
Int. J. Sens. Networks, 2018

A Real-Time Massive Data Processing Technique for Densely Distributed Sensor Networks.
IEEE Access, 2018

Kinematics Based Approach for Data Reduction in Wireless Video Sensor Networks.
Proceedings of the 14th International Conference on Wireless and Mobile Computing, 2018

Using Adaptive Sampling and DWT Lifting Scheme for Efficient Data Reduction in Wireless Body Sensor Networks.
Proceedings of the 14th International Conference on Wireless and Mobile Computing, 2018

Real-time stress evaluation using wireless body sensor networks.
Proceedings of the 2018 Wireless Days, 2018

A new autonomous data transmission reduction method for wireless sensors networks.
Proceedings of the IEEE Middle East and North Africa Communications Conference, 2018

Wireless multimedia sensor network deployment for disparity map calculation.
Proceedings of the IEEE Middle East and North Africa Communications Conference, 2018

Collaborative body sensor networks: Taxonomy and open challenges.
Proceedings of the IEEE Middle East and North Africa Communications Conference, 2018

On the performance of resource-aware compression techniques for vital signs data in wireless body sensor networks.
Proceedings of the IEEE Middle East and North Africa Communications Conference, 2018

En-Route Data Filtering Technique for Maximizing Wireless Sensor Network Lifetime.
Proceedings of the 14th International Wireless Communications & Mobile Computing Conference, 2018

Using DWT Lifting Scheme for Lossless Data Compression in Wireless Body Sensor Networks.
Proceedings of the 14th International Wireless Communications & Mobile Computing Conference, 2018

Enhanced S-MAC Protocol for Early Reaction and Detection in Wireless Video Sensor Networks.
Proceedings of the 17th International Symposium on Parallel and Distributed Computing, 2018

2017
A Distance-Based Data Aggregation Technique for Periodic Sensor Networks.
ACM Trans. Sens. Networks, 2017

Data Reduction in Sensor Networks: Performance Evaluation in a Real Environment.
IEEE Embed. Syst. Lett., 2017

Efficient and accurate monitoring of the depth information in a Wireless Multimedia Sensor Network based surveillance.
CoRR, 2017

Comparison of Different Data Aggregation Techniques in Distributed Sensor Networks.
IEEE Access, 2017

Reducing the data transmission in sensor networks through Kruskal-Wallis model.
Proceedings of the 13th IEEE International Conference on Wireless and Mobile Computing, 2017

Real-time sampling rate adaptation based on continuous risk level evaluation in wireless body sensor networks.
Proceedings of the 13th IEEE International Conference on Wireless and Mobile Computing, 2017

Energy efficient filtering techniques for data aggregation in sensor networks.
Proceedings of the 13th International Wireless Communications and Mobile Computing Conference, 2017

Trust Based Monitoring Approach for Mobile Ad Hoc Networks.
Proceedings of the Ad-hoc, Mobile, and Wireless Networks, 2017

2016
Using an Epidemiological Approach to Maximize Data Survival in the Internet of Things.
ACM Trans. Internet Techn., 2016

Self-Adaptive Data Collection and Fusion for Health Monitoring Based on Body Sensor Networks.
IEEE Trans. Ind. Informatics, 2016

Adaptive data collection approach based on sets similarity function for saving energy in periodic sensor networks.
Int. J. Inf. Technol. Manag., 2016

Adaptive sampling algorithms with local emergency detection for energy saving in Wireless Body Sensor Networks.
Proceedings of the 2016 IEEE/IFIP Network Operations and Management Symposium, 2016

Multisensor data fusion and decision support in wireless body sensor networks.
Proceedings of the 2016 IEEE/IFIP Network Operations and Management Symposium, 2016

Multisensor Data Fusion for Patient Risk Level Determination and Decision-support in Wireless Body Sensor Networks.
Proceedings of the 19th ACM International Conference on Modeling, 2016

Combining frame rate adaptation and similarity detection for video sensor nodes in Wireless Multimedia Sensor Networks.
Proceedings of the 2016 International Wireless Communications and Mobile Computing Conference (IWCMC), 2016

On the Topology Effects in Wireless Sensor Networks Based Prognostics and Health Management.
Proceedings of the 2016 IEEE Intl Conference on Computational Science and Engineering, 2016

Tree-Based Data Aggregation Approach in Periodic Sensor Networks Using Correlation Matrix and Polynomial Regression.
Proceedings of the 2016 IEEE Intl Conference on Computational Science and Engineering, 2016

Investigating low level protocols for Wireless Body Sensor Networks.
Proceedings of the 13th IEEE/ACS International Conference of Computer Systems and Applications, 2016

2015
An Analysis of Variance-Based Methods for Data Aggregation in Periodic Sensor Networks.
Trans. Large Scale Data Knowl. Centered Syst., 2015

An adaptive scheme for data collection and aggregation in periodic sensor networks.
Int. J. Sens. Networks, 2015

A Complete Security Framework for Wireless Sensor Networks: Theory and Practice.
Int. J. Inf. Technol. Web Eng., 2015

Residual energy-based adaptive data collection approach for periodic sensor networks.
Ad Hoc Networks, 2015

ATP: An Aggregation and Transmission Protocol for Conserving Energy in Periodic Sensor Networks.
Proceedings of the 24th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2015

2014
Epidemiological approach for data survivability in unattended wireless sensor networks.
J. Netw. Comput. Appl., 2014

Two security layers for hierarchical data aggregation in sensor networks.
Int. J. Auton. Adapt. Commun. Syst., 2014

Energy-efficient data aggregation and transfer in periodic sensor networks.
IET Wirel. Sens. Syst., 2014

A Two Tiers Data Aggregation Scheme for Periodic Sensor Networks.
Ad Hoc Sens. Wirel. Networks, 2014

K-means based clustering approach for data aggregation in periodic sensor networks.
Proceedings of the IEEE 10th International Conference on Wireless and Mobile Computing, 2014

Local emergency detection approach for saving energy in wireless body sensor networks.
Proceedings of the IEEE 10th International Conference on Wireless and Mobile Computing, 2014

A Security Framework for Wireless Sensor Networks: Theory and Practice.
Proceedings of the 2014 IEEE 23rd International WETICE Conference, 2014

A suffix-based enhanced technique for data aggregation in periodic sensor networks.
Proceedings of the International Wireless Communications and Mobile Computing Conference, 2014

On the Usefulness of Information Hiding Techniques for Wireless Sensor Networks Security.
Proceedings of the Ad Hoc Networks - 6th International ICST Conference, 2014

2013
Adaptive data collection approach for periodic sensor networks.
Proceedings of the 2013 9th International Wireless Communications and Mobile Computing Conference, 2013

2012
Low-Cost Monitoring and Intruders Detection Using Wireless Video Sensor Networks.
Int. J. Distributed Sens. Networks, 2012

Frequency filtering approach for data aggregation in periodic sensor networks.
Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012

An Optimized In-Network Aggregation Scheme for Data Collection in Periodic Sensor Networks.
Proceedings of the Ad-hoc, Mobile, and Wireless Networks - 11th International Conference, 2012

2011
Risk-based adaptive scheduling in randomly deployed video sensor networks for critical surveillance applications.
J. Netw. Comput. Appl., 2011

Data aggregation for periodic sensor networks using sets similarity functions.
Proceedings of the 7th International Wireless Communications and Mobile Computing Conference, 2011

Reliable distributed data fusion scheme in unsafe sensor networks.
Proceedings of the 9th IEEE/ACS International Conference on Computer Systems and Applications, 2011

Secure Scheduling of Wireless Video Sensor Nodes for Surveillance Applications.
Proceedings of the Ad Hoc Networks - Third International ICST Conference, 2011

2010
An Adaptation Framework for Web Multimedia Presentations.
Proceedings of the Emergent Web Intelligence: Advanced Information Retrieval, 2010

Performance study of multiple cover-set strategies for mission-critical video surveillance with wireless video sensors.
Proceedings of the IEEE 6th International Conference on Wireless and Mobile Computing, 2010

Secure Data Aggregation in Wireless Sensor Networks: Homomorphism versus Watermarking Approach.
Proceedings of the Ad Hoc Networks - Second International Conference, 2010

2009
Dynamic scheduling of cover-sets in randomly deployed Wireless Video Sensor Networks for surveillance applications.
Proceedings of the 2nd IFIP Wireless Days, 2009

Adaptive scheduling of wireless video sensor nodes for surveillance applications.
Proceedings of the 4th ACM workshop on Performance monitoring and measurement of heterogeneous wireless and wired networks, 2009

Coverage and adaptive scheduling algorithms for criticality management on video wireless sensor networks.
Proceedings of the International Conference on Ultra Modern Telecommunications, 2009

2008
Hilbert mobile beacon for localisation and coverage in sensor networks.
Int. J. Syst. Sci., 2008

Localization and coverage for high density sensor networks.
Comput. Commun., 2008

A scalable fault tolerant diffusion scheme for data fusion in sensor networks.
Proceedings of the 3rd International ICST Conference on Scalable Information Systems, 2008

2007
A Mobile Beacon Based Approach for Sensor Network Localization.
Proceedings of the Third IEEE International Conference on Wireless and Mobile Computing, 2007

2005
A Spatio-Temporal Adaptation Model for Multimedia Presentations.
Proceedings of the Seventh IEEE International Symposium on Multimedia (ISM 2005), 2005


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