Rahma Gantassi

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 16

Top Topics

Clustering Algorithm

Electric Load Forecasting

Quality Of Service

Energy Consumption

Top Venues

Publications

Rahma Gantassi, Sana Messous, Zaki Masood, Quota Alief Sias, Yonghoon Choi
Enhanced Network QoS in Large Scale and High Sensor Node Density Wireless Sensor Networks Using (IR-DV-Hop) Localization Algorithm and Mobile Data Collector (MDC). IEEE Access 12 (2024)
Zaki Masood, Rahma Gantassi, Yonghoon Choi
Enhancing Short-Term Electric Load Forecasting for Households Using Quantile LSTM and Clustering-Based Probabilistic Approach. IEEE Access 12 (2024)
Rahma Gantassi, Zaki Masood, Sol Lim, Quota Alief Sias, Yonghoon Choi
Performance Analysis of Machine Learning Algorithms with Clustering Protocol in Wireless Sensor Networks. ICAIIC (2023)
Quota Alief Sias, Sol Lim, Rahma Gantassi, Yonghoon Choi
Implementation of Single and Multi Linear Regression for Prediction of Energy Consumption based on Previous Data of Energy Production. ICAIIC (2023)
Sol Lim, Rahma Gantassi, Yonghoon Choi
Cost-Effective Peak Shaving Strategy Based on Clustering and XGBoost Algorithm. ICAIIC (2023)
Abdelbari Ben Yagouta, Bechir Ben Gouissem, Sami Mnasri, Mansoor Alghamdi, Malek Q. Alrashidi, Majed Abdullah Alrowaily, Ibrahim S. Alkhazi, Rahma Gantassi, Salem Hasnaoui
Multiple Mobile Sinks for Quality of Service Improvement in Large-Scale Wireless Sensor Networks. Sensors 23 (20) (2023)
Tamoor Shafique, Rahma Gantassi, Abdel-Hamid Soliman, Anas Amjad, Zhan-Qiang Hui, Yonghoon Choi
A Review of Energy Hole Mitigating Techniques in Multi-Hop Many to One Communication and its Significance in IoT Oriented Smart City Infrastructure. IEEE Access 11 (2023)
Hareem Kibriya, Rashid Amin, Jinsul Kim, Marriam Nawaz, Rahma Gantassi
A Novel Approach for Brain Tumor Classification Using an Ensemble of Deep and Hand-Crafted Features. Sensors 23 (10) (2023)
Bechir Ben Gouissem, Rahma Gantassi, Salem Hasnaoui
Energy efficient grid based k-means clustering algorithm for large scale wireless sensor networks. Int. J. Commun. Syst. 35 (14) (2022)
Rahma Gantassi, Zaki Masood, Yonghoon Choi
Enhancing QoS and Residual Energy by Using of Grid-Size Clustering, K-Means, and TSP Algorithms With MDC in LEACH Protocol. IEEE Access 10 (2022)
Rahma Gantassi, Bechir Ben Gouissem, Omar Cheikhrouhou, Salim El Khediri, Salem Hasnaoui
Optimizing Quality of Service of Clustering Protocols in Large-Scale Wireless Sensor Networks with Mobile Data Collector and Machine Learning. Secur. Commun. Networks 2021 (2021)
Rahma Gantassi, Bechir Ben Gouissem, Jalel Ben-Othman
The use of Grid- sizes Clustering and K-means Algorithms to enhance the QoS in LEACH protocol. ICC (2021)
Rahma Gantassi, Bechir Ben Gouissem, Jalel Ben-Othman
Combination of MDC and K-Means to improve LEACH. ICC (2021)
Rahma Gantassi, Bechir Ben Gouissem, Jalel Ben-Othman
Routing Protocol LEACH-K Using K-Means Algorithm in Wireless Sensor Network. AINA Workshops (2020)
Rahma Gantassi, Abdelbari Ben Yagouta, Bechir Ben Gouissem
Improvement of the LEACH protocol in load balancing and energy-association conservation. IINTEC (2017)
Abdelbari Ben Yagouta, Rahma Gantassi, Bechir Ben Gouissem
Compromises between energy consumption and quality of service metrics in wireless sensor networks with mobile sink and cluster based routing protocols. IINTEC (2017)