About
Professional SummaryDr. Tarik Ahmed Rashid is a professor in the Department of Computer Science and Engineering at the University of Kurdistan Hewlêr (UKH), Iraq. He pursued his Post-Doctoral Fellowship at the Computer Science and Informatics School, College of Engineering, Mathematical and Physical Sciences, University College Dublin (UCD), Ireland. His areas of research cover the fields of Artificial Intelligence.
Education
Academic Background-
PostDoc Fellow University College Dublin, Ireland Computer Science and Informatics | Completed: 2007
Publications (90)
Selected Scholarly Contributions
2026
2026
A Dynamic‐Weight Multi‐Objective Sloth‐Inspired Clustering Algorithm for Wireless Sensor Networks
2026
A New Approach for Low-Latency, High-Accuracy Anomaly Detection at the Edge: Benchmarking Quantized Autoencoders, LSTMs, and Lightweight Transformers on RT-IoT2022 Time-Series Traffic
2026
Advances and Challenges in the Fitness Dependent Optimizer: A Systematic Survey (2019–2026)
2026
A proposed hybrid recommender system for tourism industry in Iraq using evolutionary Apriori and K-means algorithms
2026
A Hybrid Chatbot Model for Enhancing Administrative Support in Education: Comparative Analysis, Integration, and Optimization
2025
MOANA: Multi-objective ant nesting algorithm for optimization problems
2025
2025
Achieving Carbon Neutrality: Strategies in Organizations, Engagement and IT Innovations
2025
2024
NSGA-II-DL: Metaheuristic Optimal Feature Selection With Deep Learning Framework for HER2 Classification in Breast Cancer
2024
In Search of Excellence: SHOA as a Competitive Shrike Optimization Algorithm for Multimodal Problems
2024
2024
Comparative Analysis of AES, Blowfish, Twofish, Salsa20, and ChaCha20 for Image Encryption
2024
Gigant-KTTS dataset: Towards building an extensive gigant dataset for Kurdish text-to-speech systems
2024
Modified-improved fitness dependent optimizer for complex and engineering problems
2024
Advancements in Optimization: Critical Analysis of Evolutionary, Swarm, and Behavior-Based Algorithms
2024
MRSO: Balancing Exploration and Exploitation through Modified Rat Swarm Optimization for Global Optimization
2024
FOX-TSA hybrid algorithm: Advancing for superior predictive accuracy in tourism-driven multi-layer perceptron models
2024
Effective Facial Expression Recognition System Using Artificial Intelligence Technique
2024
2023
A novel solution of an elastic net regularisation for dementia knowledge discovery using deep learning
2023
2023
2023
Sentiment Analysis Based on Hybrid Neural Network Techniques Using Binary Coordinate Ascent Algorithm
2023
2023
2023
The Fifteen Puzzle—A New Approach through Hybridizing Three Heuristics Methods
2023
An Enhanced Multioperator Runge–Kutta Algorithm for Optimizing Complex Water Engineering Problems
2023
2023
2023
Multi-population Black Hole Algorithm for the problem of data clustering
2023
Enhancing Algorithm Selection through Comprehensive Performance Evaluation: Statistical Analysis of Stochastic Algorithms
2023
Awareness requirement and performance management for adaptive systems: A survey.
Tarik Ahmed Rashid
2023
An enhanced donkey and smuggler optimization algorithm for choosing the precise job applicant.
Tarik Ahmed Rashid
2023
A review-based taxonomy for secure health care monitoring: Wireless smart cameras.
Tarik Ahmed Rashid
2023
2023
Energy Efficient Clustering in Wireless Sensor Networks by Opposition-Based Initialization Bat Algorithm
2022
Artificial Flora Optimization Algorithm with Genetically Guided Operators for Feature Selection and Neural Network Training
2022
Pulmonary Diffuse Airspace Opacities Diagnosis from Chest X-Ray Images Using Deep Convolutional Neural Networks Fine-Tuned by Whale Optimizer
2022
Training a Multilayer Perception for Modeling Stock Price Index Predictions Using Modified Whale Optimization Algorithm
2022
Wireless Sensor Networks Localization by Improved Whale Optimization Algorithm
2022
Establishment of Dynamic Evolving Neural‐Fuzzy Inference System Model for Natural Air Temperature Prediction
2022
2022
2022
Improved Fitness-Dependent Optimizer for Solving Economic Load Dispatch Problem
2022
Efficient Hybrid Classification Approach for COVID-19 Based on Harris Hawks Optimization and Salp Swarm Optimization
2022
2022
Exploiting the Generative Adversarial Network Approach to Create a Synthetic Topography Corneal Image
2022
Child drawing development optimization algorithm based on child's cognitive development.
Tarik Ahmed Rashid
2022
Deep learning for vision‐based fall detection system: Enhanced optical dynamic flow
2021
Hybrid Genetic Algorithm and Machine Learning Method for COVID-19 Cases Prediction
2021
A comprehensive survey and taxonomy of the SVM-based intrusion detection systems
2021
Hybrid Fruit-Fly Optimization Algorithm with K-Means for Text Document Clustering
2021
Performance of a Novel Chaotic Firefly Algorithm with Enhanced Exploration for Tackling Global Optimization Problems: Application for Dropout Regularization
2021
2021
2020
Datasets on statistical analysis and performance evaluation of backtracking search optimisation algorithm compared with its counterpart algorithms
2020
A systematic and meta-analysis survey of whale optimization algorithm.
Tarik Ahmed Rashid
2019
Fitness dependent optimizer: Inspired by the bee swarming reproductive process.
Tarik Ahmed Rashid
2019
An evaluation of reber stemmer with longest match stemmer technique in Kurdish Sorani text classification.
Tarik Ahmed Rashid
2018
A modified particle swarm optimization with neural network via euclidean distance.
Tarik Ahmed Rashid
2018
Evolutionary DNA computing algorithm for job scheduling problem.
Tarik Ahmed Rashid
2018
A hybrid of artificial bee colony, genetic algorithm and neural network for diabetic mellitus diagnosing.
Tarik Ahmed Rashid
2018
Improving kurdish web mining through tree data structure and porter’s stemmer algorithms.
Tarik Ahmed Rashid
2018
Computer network simulation of firewall and voIP performance monitoring.
Tarik Ahmed Rashid
2018
Using accuracy measure for improving the training of LSTM with metaheuristic algorithms.
Tarik Ahmed Rashid
2018
Low power wide area networks: A survey of enabling technologies, applications and interoperability needs.
Tarik Ahmed Rashid
2018
Kurdish stemmer pre-processing steps for improving information retrieval.
Tarik Ahmed Rashid
2017
A robust categorization system for kurdish sorani text documents.
Tarik Ahmed Rashid
2017
Lecturer performance analysis using multiple classifiers.
Tarik Ahmed Rashid
2016
Face behavior recognition through support vector machines.
Tarik Ahmed Rashid
2016
Student academic performance using artificial intelligence.
Tarik Ahmed Rashid
2016
Lecturer performance system using neural network w ith particle swarm optimization.
Tarik Ahmed Rashid
2016
Improving DNA computing using evolutionary techniques.
Tarik Ahmed Rashid
2016
Decision support system for diabetes mellitus through machine learning techniques.
Tarik Ahmed Rashid
2016
Improvement on predicting employee behaviour through intelligent techniques .
Tarik Ahmed Rashid
2016
Investigation of instructing reforms in databases.
Tarik Ahmed Rashid
2015
Improvement on classification models of multiple classes through effectual processes.
Tarik Ahmed Rashid
2015
Building an adaptive neural fuzzy inference system for revised general test/gross point average problem.
Tarik Ahmed Rashid
2013
Suggested strategies for teaching science in kurdish universities using english as a medium of instruction.
Tarik Ahmed Rashid
2013
Direct current motor using Rbf.
Tarik Ahmed Rashid
2012
Fuzzy logic and neuro fuzzy models for direct current motors.
Tarik Ahmed Rashid
2012
A new feature set with new window techniques for customer churn prediction in land-line telecommunications.
Tarik Ahmed Rashid
2010
Shape recognition through an alternative recurrent network architecture.
Tarik Ahmed Rashid
2010
A heterogeneous ensemble network using variants of machine learning.
Tarik Ahmed Rashid
2009
Classification of churn and non -churn customers for telecommunication companies.
Tarik Ahmed Rashid
2009
Multi-Context recurrent neural network for time series applications.
Tarik Ahmed Rashid
2006
Auto regressive recurrent neural network approach for electricity load forecasting.
Tarik Ahmed Rashid
2006