Search Results - "Aljehane, Nojood O"

A Study to Investigate the Role and Challenges Associated with the Use of Deep Learning in Autonomous Vehicles by Aljehane, Nojood O.

“…The application of deep learning in autonomous vehicles has surged over the years with advancements in technology. This research explores the integration of…”
Get full text

An optimal segmentation with deep learning based inception network model for intracranial hemorrhage diagnosis by Mansour, Romany F., Aljehane, Nojood O.

“…Traumatic Brain Injury (TBI) leads to intracranial hemorrhages (ICH), which is a severe illness resulted in death if it is not properly diagnosed and treated…”
Get full text

Knowledge discovery for course choice decision in Massive Open Online Courses using machine learning approaches by Nilashi, Mehrbakhsh, Minaei-Bidgoli, Behrouz, Alghamdi, Abdullah, Alrizq, Mesfer, Alghamdi, Omar, Khan Nayer, Fatima, Aljehane, Nojood O, Khosravi, Arash, Mohd, Saidatulakmal

“…•A multi-criteria collaborative recommender system is proposed for MOOCs.•Text mining and fuzzy logic approaches are used for method development.•Data…”
Get full text

CDRIME-MTIS: An enhanced rime optimization-driven multi-threshold segmentation for COVID-19 X-ray images by Li, Yupeng, Zhao, Dong, Ma, Chao, Escorcia-Gutierrez, José, Aljehane, Nojood O., Ye, Xia

“…To improve the detection of COVID-19, this paper researches and proposes an effective swarm intelligence algorithm-driven multi-threshold image segmentation…”
Get full text

Big data analytics with oppositional moth flame optimization based vehicular routing protocol for future smart cities by Aljehane, Nojood O., Mansour, Romany F.

“…Presently, smart city is designed to enhance the quality of life in city, fulfil the safety of the people, safe travelling, etc. Besides, big data has…”
Get full text

Efficient resource allocation and user association in NOMA-enabled vehicular-aided HetNets with high altitude platforms by Nauman, Ali, Maashi, Mashael, Alkahtani, Hend K., Al-Wesabi, Fahd N., Aljehane, Nojood O., Assiri, Mohammed, Ibrahim, Sara Saadeldeen, Khan, Wali Ullah

“…The increasing demand for massive connectivity and high data rates has made the efficient use of existing spectrum resources an increasingly challenging…”
Get full text

An enhanced drought forecasting in coastal arid regions using deep learning approach with evaporation index by Al Moteri, Moteeb, Alrowais, Fadwa, Mtouaa, Wafa, Aljehane, Nojood O., Alotaibi, Saud S., Marzouk, Radwa, Mustafa Hilal, Anwer, Ahmed, Noura Abdelaziz

“…Coastal arid regions are similar to deserts, where it receives significantly less rainfall, less than 10 cm. Perhaps the world's worst natural disaster,…”
Get full text

Multi-step influenza forecasting through singular value decomposition and kernel ridge regression with MARCOS-guided gradient-based optimization by Hongliang, Guo, Zhiyao, Zhang, Ahmadianfar, Iman, Escorcia-Gutierrez, José, Aljehane, Nojood O., Li, Chengye

“…This research delves into the significance of influenza outbreaks in public health, particularly the importance of accurate forecasts using weekly…”
Get full text

A self-embedding technique for tamper detection and localization of medical images for smart-health by Gull, Solihah, Mansour, Romany F., Aljehane, Nojood O., Parah, Shabir A.

“…With the prodigious headway of the Internet of Things (IoT), cloud computing, Artificial Intelligence (AI), and big data, smart healthcare is expected to…”
Get full text

Optimizing intrusion detection using intelligent feature selection with machine learning model by Aljehane, Nojood O., Mengash, Hanan A., Hassine, Siwar B.H., Alotaibi, Faiz A., Salama, Ahmed S., Abdelbagi, Sitelbanat

“…Network security is a critical aspect of information technology, targeting to safeguard the confidentiality, integrity, and availability of data transmitted…”
Get full text

Farmland fertility algorithm based resource scheduling for makespan optimization in cloud computing environment by Nuha Alruwais, Eatedal Alabdulkreem, Fadoua Kouki, Nojood O. Aljehane, Randa Allafi, Radwa Marzouk, Mohammed Assiri, Amani A. Alneil

“…Resource scheduling (RS) for makespan optimization in a cloud computing (CC) environment is an important aspect of handling effective resources in the cloud…”
Get full text

Golden jackal optimization algorithm with deep learning assisted intrusion detection system for network security by Aljehane, Nojood O., Mengash, Hanan Abdullah, Eltahir, Majdy M., Alotaibi, Faiz Abdullah, Aljameel, Sumayh S., Yafoz, Ayman, Alsini, Raed, Assiri, Mohammed

“…Network security is essential to our daily communications and networks. Cybersecurity researchers initiate the significance of emerging proficient network…”
Get full text

A novel framework for capacitated SDN controller placement: Balancing latency and reliability with PSO algorithm by Singh, Gagan Deep, Tripathi, Vikas, Dumka, Ankur, Rathore, Rajkumar Singh, Bajaj, Mohit, Escorcia-Gutierrez, José, Aljehane, Nojood O., Blazek, Vojtech, Prokop, Lukas

“…Software Defined Networking (SDN) is a new network architecture theoretical framework, which based on the partition of the control plane and the data plane…”
Get full text

Chaotic tumbleweed optimization algorithm with stacked deep learning based cyberattack detection in industrial CPS environment by Alruban, Abdulrahman, Alrayes, Fatma S., Kouki, Fadoua, Alotaibi, Faiz Abdullah, Aljehane, Nojood O., Mohamed, Abdullah

“…Cyberattacks on cyber-physical systems (CPS) have led to severe concerns, and then it is most significant to identify the attacks in the initial phase. But,…”
Get full text

A New Approach to Sentiment Analysis on Twitter Data with LSTM by Aljehane, Nojood O

“…Sentiment analysis, also known as opinion mining, aims to categorize subjective information in texts into positive, negative, or neutral sentiments. It…”
Get full text

An image encryption algorithm based on new generalized fusion fractal structure by Ahmad, Musheer, Agarwal, Shafali, Alkhayyat, Ahmed, Alhudhaif, Adi, Alenezi, Fayadh, Zahid, Amjad Hussain, Aljehane, Nojood O.

“…•A new generalized fusion fractal PLFF structure is proposed.•Image cryptosystem is proposed based on new fractal structure.•Exhaustive simulation analyses…”
Get full text

Optimal allocation of renewable energy source and charging station for PHEVs by Aljehane, Nojood O., Mansour, Romany F.

“…Renewable energy forms have a comparatively less impact on the environment when compared with non-renewable sources. Renewable energies like wind power,…”
Get full text

Information sharing search boosted whale optimizer with Nelder-Mead simplex for parameter estimation of photovoltaic models by Peng, Lemin, He, Caitou, Heidari, Ali Asghar, Zhang, Qian, Chen, Huiling, Liang, Guoxi, Aljehane, Nojood O., Mansour, Romany F.

“…•An improved whale optimization algorithm (ISNMWOA) is proposed to evaluate the photovoltaic (PV) parameter model.•An information sharing search mechanism is…”
Get full text

OCRUN: An oppositional Runge Kutta optimizer with cuckoo search for global optimization and feature selection by Zhang, Meilin, Chen, Huiling, Heidari, Ali Asghar, Cai, Zhennao, Aljehane, Nojood O., Mansour, Romany F.

Get full text

Dynamic resource management in integrated NOMA terrestrial–satellite networks using multi-agent reinforcement learning by Nauman, Ali, Alshahrani, Haya Mesfer, Nemri, Nadhem, Othman, Kamal M., Aljehane, Nojood O., Maashi, Mashael, Dutta, Ashit Kumar, Assiri, Mohammed, Khan, Wali Ullah

Get full text