1. Robust Tweets Classification Using Arithmetic Optimization with Deep Learning for Sustainable Urban Living
Published in: SN Computer Science, 2024, 5(5), 549
Summary: This paper proposes a novel classification model for urban-related tweets using arithmetic optimization integrated with deep learning to support sustainable urban living solutions.
2. Enhancing Traffic Flow Prediction in Intelligent Cyber-Physical Systems
Published in: IEEE Transactions on Consumer Electronics, 2024, 70(1), pp. 1889–1902
Summary: Introduces a Bi-LSTM approach enhanced with a Kalman filter for accurate traffic flow prediction, addressing challenges in intelligent cyber-physical systems.
Citations: 5
3. Deer Hunting Optimization with Deep Learning-Driven Automated Fabric Defect Detection and Classification
Published in: Mobile Networks and Applications, 2024, 29(1), pp. 176–186
Summary: Utilizes the Deer Hunting Optimization algorithm with deep learning to achieve high accuracy in detecting and classifying fabric defects.
Citations: 1
4. Automatic Recognition of Cyberbullying in the Web of Things and Social Media Using Deep Learning Framework
Published in: IEEE Transactions on Big Data, 2024
Summary: Develops a deep learning-based framework to detect and prevent cyberbullying within social media and IoT environments.
5. Artificial Rabbit Optimizer with Deep Learning for Fall Detection in IoT Environment
Published in: AIMS Mathematics, 2024, 9(6), pp. 15486–15504
Summary: Introduces the Artificial Rabbit Optimizer combined with deep learning to enhance fall detection systems for disabled individuals in IoT environments.
Citations: 1
6. Computational Linguistics-Based Arabic Poem Classification and Dictarization Model
Published in: Computer Systems Science and Engineering, 2024, 48(1), pp. 98–114
Summary: Proposes a computational linguistics model to classify Arabic poems and enhance their dictarization process.
7. Abstractive Arabic Text Summarization Using Hyperparameter Tuned Denoising Deep Neural Network
Published in: Intelligent Automation and Soft Computing, 2024, 38(2), pp. 153–168
Summary: Develops a deep neural network with hyperparameter tuning for effective abstractive summarization of Arabic texts.
Citations: 1
8. Chaotic Equilibrium Optimizer-Based Green Communication With Deep Learning Enabled Load Prediction in IoT Environment
Published in: IEEE Access, 2024, 12, pp. 258–267
Summary: Presents a Chaotic Equilibrium Optimizer combined with deep learning to improve green communication and load prediction in IoT systems.
Citations: 2
9. Land Use and Land Cover Classification Using River Formation Dynamics Algorithm With Deep Learning on Remote Sensing Images
Published in: IEEE Access, 2024, 12, pp. 11147–11156
Summary: Leverages the River Formation Dynamics algorithm integrated with deep learning for efficient land use and land cover classification using remote sensing data.
Citations: 4
10. Prediction of Sleep Quality Using Wearable-Assisted Smart Health Monitoring Systems
Published in: Journal of King Saud University – Science, 2023, 35(9), 102927
Summary: Utilizes wearable technology and statistical data to predict sleep quality, providing insights into personalized smart health monitoring systems.
Citations: 1
The candidate’s extensive experience, academic qualifications, and contributions to computer science, particularly in data mining and information security, make them a strong contender for the Research for Best Researcher Award. With some strategic enhancements to highlight impactful research and global contributions, their profile could exemplify the qualities of an award-winning researcher in computer science.