Rahma Gantassi

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Artificial Intelligence-Driven Digital Twin for Dynamic Pricing Model in Hybrid Optimization. IEEE Access Celestine Emeka Obi, Rahma Gantassi, Yonghoon Choi
2025	J	`jnl`	Hybrid P2P Energy Trading Using Two-Fold Fairness-Driven Enhanced NSGA-II for Optimized Demand Allocation With Dual Pricing in South Korea. IEEE Access Nuh Enola, Rahma Gantassi, Yonghoon Choi
2025	J	`jnl`	I-QoS-WSN-S-MDC: Improving Quality of Service of Wireless Sensor Networks Using a Smart Mobile Data Collector. IET Wirel. Sens. Syst. Rahma Gantassi, Zaki Masood, Quota Alief Sias, Yonghoon Choi
2025	J	`jnl`	Machine Learning for QoS Optimization and Energy-Efficient in Routing Clustering Wireless Sensors. Comput. Mater. Continua Rahma Gantassi, Zaki Masood, Yonghoon Choi
2025	J	`jnl`	Multivariate bidirectional gate recurrent unit for improving accuracy of energy prediction. ICT Express Quota Alief Sias, Rahma Gantassi, Yonghoon Choi
2024	C	`conf`	Application of Artificial Intelligence in Minimizing Voltage Deviation Using Neural Network Predictive Controller. MEDI Celestine Emeka Obi, Rahma Gantassi, Yonghoon Choi
2024	J	`jnl`	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 Rahma Gantassi, Sana Messous, Zaki Masood, Quota Alief Sias, Yonghoon Choi
2024	J	`jnl`	Enhancing Short-Term Electric Load Forecasting for Households Using Quantile LSTM and Clustering-Based Probabilistic Approach. IEEE Access Zaki Masood, Rahma Gantassi, Yonghoon Choi
2023	J	`jnl`	A Novel Approach for Brain Tumor Classification Using an Ensemble of Deep and Hand-Crafted Features. Sensors Hareem Kibriya, Rashid Amin, Jinsul Kim, Marriam Nawaz, Rahma Gantassi
2023	J	`jnl`	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 Tamoor Shafique, Rahma Gantassi, Abdel-Hamid Soliman, Anas Amjad, Zhan-Qiang Hui, Yonghoon Choi
2023	—	`conf`	Cost-Effective Peak Shaving Strategy Based on Clustering and XGBoost Algorithm. ICAIIC Sol Lim, Rahma Gantassi, Yonghoon Choi
2023	—	`conf`	Implementation of Single and Multi Linear Regression for Prediction of Energy Consumption based on Previous Data of Energy Production. ICAIIC Quota Alief Sias, Sol Lim, Rahma Gantassi, Yonghoon Choi
2023	J	`jnl`	Multiple Mobile Sinks for Quality of Service Improvement in Large-Scale Wireless Sensor Networks. Sensors Abdelbari Ben Yagouta, Bechir Ben Gouissem, Sami Mnasri, Mansoor Alghamdi, Malek Q. Alrashidi, Majed Abdullah Alrowaily, Ibrahim S. Alkhazi, Rahma Gantassi, Salem Hasnaoui
2023	—	`conf`	Performance Analysis of Machine Learning Algorithms with Clustering Protocol in Wireless Sensor Networks. ICAIIC Rahma Gantassi, Zaki Masood, Sol Lim, Quota Alief Sias, Yonghoon Choi
2022	J	`jnl`	Energy efficient grid based k-means clustering algorithm for large scale wireless sensor networks. Int. J. Commun. Syst. Bechir Ben Gouissem, Rahma Gantassi, Salem Hasnaoui
2022	J	`jnl`	Enhancing QoS and Residual Energy by Using of Grid-Size Clustering, K-Means, and TSP Algorithms With MDC in LEACH Protocol. IEEE Access Rahma Gantassi, Zaki Masood, Yonghoon Choi
2021	—	`conf`	Combination of MDC and K-Means to improve LEACH. ICC Rahma Gantassi, Bechir Ben Gouissem, Jalel Ben-Othman
2021	J	`jnl`	Optimizing Quality of Service of Clustering Protocols in Large-Scale Wireless Sensor Networks with Mobile Data Collector and Machine Learning. Secur. Commun. Networks Rahma Gantassi, Bechir Ben Gouissem, Omar Cheikhrouhou, Salim El Khediri, Salem Hasnaoui
2021	—	`conf`	The use of Grid- sizes Clustering and K-means Algorithms to enhance the QoS in LEACH protocol. ICC Rahma Gantassi, Bechir Ben Gouissem, Jalel Ben-Othman
2020	—	`conf`	Routing Protocol LEACH-K Using K-Means Algorithm in Wireless Sensor Network. AINA Workshops Rahma Gantassi, Bechir Ben Gouissem, Jalel Ben-Othman
2017	—	`conf`	Compromises between energy consumption and quality of service metrics in wireless sensor networks with mobile sink and cluster based routing protocols. IINTEC Abdelbari Ben Yagouta, Rahma Gantassi, Bechir Ben Gouissem
2017	—	`conf`	Improvement of the LEACH protocol in load balancing and energy-association conservation. IINTEC Rahma Gantassi, Abdelbari Ben Yagouta, Bechir Ben Gouissem

Year

Rank

Type

Title / Venue / Authors

2025

jnl

Artificial Intelligence-Driven Digital Twin for Dynamic Pricing Model in Hybrid Optimization.

IEEE Access

Celestine Emeka Obi, Rahma Gantassi, Yonghoon Choi

2025

jnl

Hybrid P2P Energy Trading Using Two-Fold Fairness-Driven Enhanced NSGA-II for Optimized Demand Allocation With Dual Pricing in South Korea.

IEEE Access

Nuh Enola, Rahma Gantassi, Yonghoon Choi

2025

jnl

I-QoS-WSN-S-MDC: Improving Quality of Service of Wireless Sensor Networks Using a Smart Mobile Data Collector.

IET Wirel. Sens. Syst.

Rahma Gantassi, Zaki Masood, Quota Alief Sias, Yonghoon Choi

2025

jnl

Machine Learning for QoS Optimization and Energy-Efficient in Routing Clustering Wireless Sensors.

Comput. Mater. Continua

Rahma Gantassi, Zaki Masood, Yonghoon Choi

2025

jnl

Multivariate bidirectional gate recurrent unit for improving accuracy of energy prediction.

ICT Express

Quota Alief Sias, Rahma Gantassi, Yonghoon Choi

2024

conf

Application of Artificial Intelligence in Minimizing Voltage Deviation Using Neural Network Predictive Controller.

MEDI

Celestine Emeka Obi, Rahma Gantassi, Yonghoon Choi

2024

jnl

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

Rahma Gantassi, Sana Messous, Zaki Masood, Quota Alief Sias, Yonghoon Choi

2024

jnl

Enhancing Short-Term Electric Load Forecasting for Households Using Quantile LSTM and Clustering-Based Probabilistic Approach.

IEEE Access

Zaki Masood, Rahma Gantassi, Yonghoon Choi

2023

jnl

A Novel Approach for Brain Tumor Classification Using an Ensemble of Deep and Hand-Crafted Features.

Sensors

Hareem Kibriya, Rashid Amin, Jinsul Kim, Marriam Nawaz, Rahma Gantassi

2023

jnl

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

Tamoor Shafique, Rahma Gantassi, Abdel-Hamid Soliman, Anas Amjad, Zhan-Qiang Hui, Yonghoon Choi

2023

—

conf

Cost-Effective Peak Shaving Strategy Based on Clustering and XGBoost Algorithm.

ICAIIC

Sol Lim, Rahma Gantassi, Yonghoon Choi

2023

—

conf

Implementation of Single and Multi Linear Regression for Prediction of Energy Consumption based on Previous Data of Energy Production.

ICAIIC

Quota Alief Sias, Sol Lim, Rahma Gantassi, Yonghoon Choi

2023

jnl

Multiple Mobile Sinks for Quality of Service Improvement in Large-Scale Wireless Sensor Networks.

Sensors

Abdelbari Ben Yagouta, Bechir Ben Gouissem, Sami Mnasri, Mansoor Alghamdi, Malek Q. Alrashidi, Majed Abdullah Alrowaily, Ibrahim S. Alkhazi, Rahma Gantassi, Salem Hasnaoui

2023

—

conf

Performance Analysis of Machine Learning Algorithms with Clustering Protocol in Wireless Sensor Networks.

ICAIIC

Rahma Gantassi, Zaki Masood, Sol Lim, Quota Alief Sias, Yonghoon Choi

2022

jnl

Energy efficient grid based k-means clustering algorithm for large scale wireless sensor networks.

Int. J. Commun. Syst.

Bechir Ben Gouissem, Rahma Gantassi, Salem Hasnaoui

2022

jnl

Enhancing QoS and Residual Energy by Using of Grid-Size Clustering, K-Means, and TSP Algorithms With MDC in LEACH Protocol.

IEEE Access

Rahma Gantassi, Zaki Masood, Yonghoon Choi

2021

—

conf

Combination of MDC and K-Means to improve LEACH.

ICC

Rahma Gantassi, Bechir Ben Gouissem, Jalel Ben-Othman

2021

jnl

Optimizing Quality of Service of Clustering Protocols in Large-Scale Wireless Sensor Networks with Mobile Data Collector and Machine Learning.

Secur. Commun. Networks

Rahma Gantassi, Bechir Ben Gouissem, Omar Cheikhrouhou, Salim El Khediri, Salem Hasnaoui

2021

—

conf

The use of Grid- sizes Clustering and K-means Algorithms to enhance the QoS in LEACH protocol.

ICC

Rahma Gantassi, Bechir Ben Gouissem, Jalel Ben-Othman

2020

—

conf

Routing Protocol LEACH-K Using K-Means Algorithm in Wireless Sensor Network.

AINA Workshops

Rahma Gantassi, Bechir Ben Gouissem, Jalel Ben-Othman

2017

—

conf

Compromises between energy consumption and quality of service metrics in wireless sensor networks with mobile sink and cluster based routing protocols.

IINTEC

Abdelbari Ben Yagouta, Rahma Gantassi, Bechir Ben Gouissem

2017

—

conf

Improvement of the LEACH protocol in load balancing and energy-association conservation.

IINTEC

Rahma Gantassi, Abdelbari Ben Yagouta, Bechir Ben Gouissem

# IANA TLD List for IOC Extraction
# Based on https://data.iana.org/TLD/tlds-alpha-by-domain.txt
#
# This file contains ONLY official IANA TLDs.
# Special/alternative TLDs (onion, bit, bazar) are added programmatically
# in _load_tld_list() to match Synapse's approach.
#
# Last updated: 2025-01-21
#
# To update: fetch from https://data.iana.org/TLD/tlds-alpha-by-domain.txt

# Common gTLDs
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