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RAHMA GANTASSI
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Year
Routing protocol LEACH-K using K-means algorithm in wireless sensor network
R Gantassi, BB Gouissem, JB Othmen
Web, Artificial Intelligence and Network Applications: Proceedings of the …, 2020
292020
A hybrid technique based on a genetic algorithm for fuzzy multiobjective problems in 5G, internet of things, and mobile edge computing
A Shafiei, M Jamshidi, F Khani, J Talla, Z Peroutka, R Gantassi, M Baz, ...
Mathematical Problems in Engineering 2021, 1-14, 2021
272021
A multi-step time-series clustering-based Seq2Seq LSTM learning for a single household electricity load forecasting
Z Masood, R Gantassi, Y Choi
Energies 15 (7), 2623, 2022
232022
Deep fake detection and classification using error-level analysis and deep learning
AMAHA Rimsha Rafique, Rahma Gantassi, Rashid Amin, Jaroslav Frnda
Scientific Reports 13 (7422), 2023
182023
Optimizing quality of service of clustering protocols in large-scale wireless sensor networks with mobile data collector and machine learning
R Gantassi, B Ben Gouissem, O Cheikhrouhou, S El Khediri, S Hasnaoui
Security and Communication Networks 2021, 1-12, 2021
182021
Energy efficient grid based k‐means clustering algorithm for large scale wireless sensor networks
B Ben Gouissem, R Gantassi, S Hasnaoui
International Journal of Communication Systems 35 (14), e5255, 2022
132022
Compromises between energy consumption and quality of service metrics in wireless sensor networks with mobile sink and cluster based routing protocols
AB Yagouta, R Gantassi, BB Gouissem
2017 International Conference on Internet of Things, Embedded Systems and …, 2017
112017
Improvement of the LEACH protocol in load balancing and energy-association conservation
R Gantassi, AB Yagouta, BB Gouissem
2017 International Conference on Internet of Things, Embedded Systems and …, 2017
112017
A Novel Approach for Brain Tumor Classification Using an Ensemble of Deep and Hand-Crafted Features
H Kibriya, R Amin, J Kim, M Nawaz, R Gantassi
Sensors 23 (10), 4693, 2023
102023
Enhancing QoS and residual energy by using of grid-size clustering, K-means, and TSP algorithms with MDC in LEACH protocol
R Gantassi, Z Masood, Y Choi
IEEE Access 10, 58199-58211, 2022
72022
The use of Grid-sizes Clustering and K-means Algorithms to enhance the QoS in LEACH protocol
R Gantassi, BB Gouissem, JB Othman
ICC 2021-IEEE International Conference on Communications, 1-6, 2021
62021
Combination of MDC and K-Means to improve LEACH
R Gantassi, BB Gouissem, JB Othman
ICC 2021-IEEE International Conference on Communications, 1-5, 2021
62021
Performance Analysis of Machine Learning Algorithms with Clustering Protocol in Wireless Sensor Networks
R Gantassi, Z Masood, S Lim, QA Sias, Y Choi
2023 International Conference on Artificial Intelligence in Information and …, 2023
22023
A review of Energy Hole mitigating techniques in multi-hop many to one communication and its significance in IoT oriented Smart City infrastructure
T Shafique, R Gantassi, AH Soliman, A Amjad, ZQ Hui, Y Choi
IEEE Access, 2023
12023
Multiple Mobile Sinks for Quality of Service Improvement in Large-Scale Wireless Sensor Networks
RGSH Abdelbari Ben Yagouta, Bechir Ben Gouissem, Sami Mnasri, Mansoor ...
MPDI 23 (20), 8534, 2023
1*2023
Implementation of Single and Multi Linear Regression for Prediction of Energy Consumption based on Previous Data of Energy Production
YC Quota Alief Sias, Sol Lim, Rahma Gantassi
2023 International Conference on Artificial Intelligence in Information and …, 2023
12023
Ardiansyah; Choi, Y. A Multi-Step Time-Series Clustering-Based Seq2Seq LSTM Learning for a Single Household Electricity Load Forecasting. Energies 2022, 15, 2623
Z Masood, R Gantassi
s Note: MDPI stays neutral with regard to jurisdictional claims in published …, 2022
12022
A machine learning based depression screening framework using temporal domain features of the electroencephalography signals
S Khan, SM Umar Saeed, J Frnda, A Arsalan, R Amin, R Gantassi, ...
Plos one 19 (3), e0299127, 2024
2024
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)
R Gantassi, S Messous, Z Masood, QA Sias, Y Choi
IEEE Access, 2024
2024
무선 센서 네트워크에서 신호 처리 장치, 방법 및 시스템 (APPARATUS, METHOD AND SYSTEM OF PROCESSING SIGNAL IN WIRELESS SENSOR NETWORK)
R Gantassi, Y Choi, Z Masood, S Lim
KR Patent 1,020,220,182,437, 2023
2023
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