Tarik A. Rashid

Orcid: 0000-0002-8661-258X

Affiliations:
  • University of Kurdistan Hewler, School of Science and Engineering, Erbil, Iraq (since 2016)
  • Salahaddin University-Erbil, College of Engineering, Iraq (2010-2017)
  • College of Computer Technology (CCT), Dublin, Ireland (2006-2009)
  • University College Dublin, College of Engineering, Mathematical and Physical Sciences, Ireland (2001-2007, PhD 2006)


According to our database1, Tarik A. Rashid authored at least 148 papers between 2005 and 2024.

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Bibliography

2024
Improving performance of extreme learning machine for classification challenges by modified firefly algorithm and validation on medical benchmark datasets.
Multim. Tools Appl., September, 2024

Advancements in Optimization: Critical Analysis of Evolutionary, Swarm, and Behavior-Based Algorithms.
Algorithms, September, 2024

MRSO: Balancing Exploration and Exploitation through Modified Rat Swarm Optimization for Global Optimization.
Algorithms, September, 2024

GOOSE algorithm: a powerful optimization tool for real-world engineering challenges and beyond.
Evol. Syst., August, 2024

BCDDO: Binary Child Drawing Development Optimization.
J. Supercomput., July, 2024

Modified Bat Algorithm: a newly proposed approach for solving complex and real-world problems.
Soft Comput., July, 2024

Central Kurdish Text-to-Speech Synthesis with Novel End-to-End Transformer Training.
Algorithms, July, 2024

Mixed reality in surgical telepresence: a novel extended mean value cloning with automatic trimap generation and accurate alpha matting for visualization.
Multim. Tools Appl., May, 2024

Correction to: DVT: a recent review and a taxonomy for oral and maxillofacial visualization and tracking based augmented reality: image guided surgery.
Multim. Tools Appl., January, 2024

Modified-improved fitness dependent optimizer for complex and engineering problems.
Knowl. Based Syst., 2024

Planning the development of text-to-speech synthesis models and datasets with dynamic deep learning.
J. King Saud Univ. Comput. Inf. Sci., 2024

From A-to-Z review of clustering validation indices.
Neurocomputing, 2024

End-to-End Transformer-based Automatic Speech Recognition for Northern Kurdish: A Pioneering Approach.
CoRR, 2024

Advanced Clustering Techniques for Speech Signal Enhancement: A Review and Metanalysis of Fuzzy C-Means, K-Means, and Kernel Fuzzy C-Means Methods.
CoRR, 2024

Optimizing Feature Selection with Genetic Algorithms: A Review of Methods and Applications.
CoRR, 2024

Comparative Analysis of AES, Blowfish, Twofish, Salsa20, and ChaCha20 for Image Encryption.
CoRR, 2024

Modified Bat Algorithm: A Newly Proposed Approach for Solving Complex and Real-World Problems.
CoRR, 2024

Modified-Improved Fitness Dependent Optimizer for Complex and Engineering Problems.
CoRR, 2024

Unraveling the Versatility and Impact of Multi-Objective Optimization: Algorithms, Applications, and Trends for Solving Complex Real-World Problems.
CoRR, 2024

FOXANN: A Method for Boosting Neural Network Performance.
CoRR, 2024

CLPB: Chaotic Learner Performance Based Behaviour.
CoRR, 2024

Effective Delegation and Leadership in Software Management.
CoRR, 2024

A Comprehensive Study on Automated Testing with the Software Lifecycle.
CoRR, 2024

Steel Plate Fault Detection using the Fitness Dependent Optimizer and Neural Networks.
CoRR, 2024

Discovering the Power of Artificial Cardiac Conduction System (ACCS): Harmony in Bio-inspired Metaheuristic.
CoRR, 2024

Q-FOX Learning: Breaking Tradition in Reinforcement Learning.
CoRR, 2024

Offline Handwriting Signature Verification: A Transfer Learning and Feature Selection Approach.
CoRR, 2024

NSGA-II-DL: Metaheuristic Optimal Feature Selection With Deep Learning Framework for HER2 Classification in Breast Cancer.
IEEE Access, 2024

In Search of Excellence: SHOA as a Competitive Shrike Optimization Algorithm for Multimodal Problems.
IEEE Access, 2024

2023
Enhancing Algorithm Selection through Comprehensive Performance Evaluation: Statistical Analysis of Stochastic Algorithms.
Comput., November, 2023

Current studies and applications of Krill Herd and Gravitational Search Algorithms in healthcare.
Artif. Intell. Rev., October, 2023

An enhanced donkey and smuggler optimization algorithm for choosing the precise job applicant.
Iran J. Comput. Sci., September, 2023

Detection of auditory brainstem response peaks using image processing techniques in infants with normal hearing sensitivity.
Biomed. Signal Process. Control., September, 2023

A novel solution of an elastic net regularisation for dementia knowledge discovery using deep learning.
J. Exp. Theor. Artif. Intell., August, 2023

Awareness requirement and performance management for adaptive systems: a survey.
J. Supercomput., June, 2023

Multi-objective fitness-dependent optimizer algorithm.
Neural Comput. Appl., June, 2023

A New Lagrangian Problem Crossover - A Systematic Review and Meta-Analysis of Crossover Standards.
Syst., March, 2023

A novel enhanced normalization technique for a mandible bones segmentation using deep learning: batch normalization with the dropout.
Multim. Tools Appl., February, 2023

A novel solution of deep learning for enhanced support vector machine for predicting the onset of type 2 diabetes.
Multim. Tools Appl., February, 2023

Deep learning neural network for lung cancer classification: enhanced optimization function.
Multim. Tools Appl., February, 2023

Deep learning for size and microscope feature extraction and classification in Oral Cancer: enhanced convolution neural network.
Multim. Tools Appl., February, 2023

A novel enhanced convolution neural network with extreme learning machine: facial emotional recognition in psychology practices.
Multim. Tools Appl., February, 2023

A survey on dragonfly algorithm and its applications in engineering.
Evol. Intell., February, 2023

The Fifteen Puzzle - A New Approach through Hybridizing Three Heuristics Methods.
Comput., January, 2023

Balancing exploration and exploitation phases in whale optimization algorithm: an insightful and empirical analysis.
CoRR, 2023

Equitable and Fair Performance Evaluation of Whale Optimization Algorithm.
CoRR, 2023

Multi-Transfer Learning Techniques for Detecting Auditory Brainstem Response.
CoRR, 2023

VAPI: Vectorization of Algorithm for Performance Improvement.
CoRR, 2023

CDDO-HS: Child Drawing Development Optimization Harmony Search Algorithm.
CoRR, 2023

Leo: Lagrange Elementary Optimization.
CoRR, 2023

Evolving Deep Neural Network by Customized Moth Flame Optimization Algorithm for Underwater Targets Recognition.
CoRR, 2023

Fitness Dependent Optimizer with Neural Networks for COVID-19 patients.
CoRR, 2023

Exploiting the Generative Adversarial Network Approach to Create a Synthetic Topography Corneal Image.
CoRR, 2023

An efficient hybrid classification approach for COVID-19 based on Harris Hawks Optimization and Salp Swarm Optimization.
CoRR, 2023

FOX: a FOX-inspired optimization algorithm.
Appl. Intell., 2023

Analysis of Social Engineering Awareness Among Students and Lecturers.
IEEE Access, 2023

Sentiment Analysis Based on Hybrid Neural Network Techniques Using Binary Coordinate Ascent Algorithm.
IEEE Access, 2023

2022
Enhancing the prediction of type 2 diabetes mellitus using sparse balanced SVM.
Multim. Tools Appl., November, 2022

A novel solution of deep learning for sleep apnea detection: enhancement of SC and elimination of GVICS.
Multim. Tools Appl., November, 2022

Efficient Hybrid Classification Approach for COVID-19 Based on Harris Hawks Optimization and Salp Swarm Optimization.
Int. J. Online Biomed. Eng., October, 2022

Pulmonary Diffuse Airspace Opacities Diagnosis from Chest X-Ray Images Using Deep Convolutional Neural Networks Fine-Tuned by Whale Optimizer.
Wirel. Pers. Commun., 2022

Optimizing bag-of-tasks scheduling on cloud data centers using hybrid swarm-intelligence meta-heuristic.
J. Supercomput., 2022

A comprehensive review and evaluation on text predictive and entertainment systems.
Soft Comput., 2022

A Comprehensive Survey on the Internet of Things with the Industrial Marketplace.
Sensors, 2022

Multi-objective learner performance-based behavior algorithm with five multi-objective real-world engineering problems.
Neural Comput. Appl., 2022

Deep learning neural networks for emotion classification from text: enhanced leaky rectified linear unit activation and weighted loss.
Multim. Tools Appl., 2022

An improved deep convolutional neural network by using hybrid optimization algorithms to detect and classify brain tumor using augmented MRI images.
Multim. Tools Appl., 2022

Mixed reality using illumination-aware gradient mixing in surgical telepresence: enhanced multi-layer visualization.
Multim. Tools Appl., 2022

Secure data transmission in a real-time network for a tele-training education system.
Multim. Tools Appl., 2022

Generative adversarial network (GAN) and enhanced root mean square error (ERMSE): deep learning for stock price movement prediction.
Multim. Tools Appl., 2022

Deep learning for sleep stages classification: modified rectified linear unit activation function and modified orthogonal weight initialisation.
Multim. Tools Appl., 2022

Artificial Flora Optimization Algorithm with Genetically Guided Operators for Feature Selection and Neural Network Training.
Int. J. Fuzzy Syst., 2022

FREEDOM: Effective Surveillance and Investigation of Water-borne Diseases from Data-centric Networking Using Machine Learning Techniques.
Int. J. Artif. Intell. Tools, 2022

COV-ECGNET: COVID-19 detection using ECG trace images with deep convolutional neural network.
Health Inf. Sci. Syst., 2022

Forecasting tunnel boring machine penetration rate using LSTM deep neural network optimized by grey wolf optimization algorithm.
Expert Syst. Appl., 2022

Kurdish Handwritten Character Recognition using Deep Learning Techniques.
CoRR, 2022

Improved Fitness Dependent Optimizer for Solving Economic Load Dispatch Problem.
CoRR, 2022

Fitness Dependent Optimizer for IoT Healthcare using Adapted Parameters: A Case Study Implementation.
CoRR, 2022

Medical Dataset Classification for Kurdish Short Text over Social Media.
CoRR, 2022

Current Studies and Applications of Shuffled Frog Leaping Algorithm: A Review.
CoRR, 2022

Using Fitness Dependent Optimizer for Training Multi-layer Perceptron.
CoRR, 2022

Establishment of Dynamic Evolving Neural-Fuzzy Inference System Model for Natural Air Temperature Prediction.
Complex., 2022

Deep learning for breast cancer classification: Enhanced tangent function.
Comput. Intell., 2022

Harmony search: Current studies and uses on healthcare systems.
Artif. Intell. Medicine, 2022

GPS Navigated Drones to Deliver Emergency Medical Aid Post Catastrophic Event.
Proceedings of the ICR'22 International Conference on Innovations in Computing Research, 2022

Learner Performance-Based Behavior Optimization Algorithm: A Functional Case Study.
Proceedings of the ICR'22 International Conference on Innovations in Computing Research, 2022

Hate Speech Detection in Social Media for the Kurdish Language.
Proceedings of the ICR'22 International Conference on Innovations in Computing Research, 2022

Deep Learning Algorithm for Predicting Drug Synergy Against Cancer: Data, Drug Feature Extraction, Prediction and View (DDPV) Taxonomy.
Proceedings of the ICR'22 International Conference on Innovations in Computing Research, 2022

Heart Attack Classification System Using Neural Network Trained with Particle Swarm Optimization.
Proceedings of the ICR'22 International Conference on Innovations in Computing Research, 2022

2021
Chaotic fitness-dependent optimizer for planning and engineering design.
Soft Comput., 2021

A multidisciplinary ensemble algorithm for clustering heterogeneous datasets.
Neural Comput. Appl., 2021

Next word prediction based on the N-gram model for Kurdish Sorani and Kurmanji.
Neural Comput. Appl., 2021

Dynamic Cat Swarm Optimization algorithm for backboard wiring problem.
Neural Comput. Appl., 2021

A comprehensive survey and taxonomy of the SVM-based intrusion detection systems.
J. Netw. Comput. Appl., 2021

ANA: Ant Nesting Algorithm for Optimizing Real-World Problems.
CoRR, 2021

An Improved BAT Algorithm for Solving Job Scheduling Problems in Hotels and Restaurants.
CoRR, 2021

A Novel Solution of an Elastic Net Regularization for Dementia Knowledge Discovery using Deep Learning.
CoRR, 2021

Artificial Intelligence Algorithms for Natural Language Processing and the Semantic Web Ontology Learning.
CoRR, 2021

Child Drawing Development Optimization Algorithm based on Child's Cognitive Development.
CoRR, 2021

A Review-based Taxonomy for Secure Health Care Monitoring: Wireless Smart Cameras.
CoRR, 2021

Formal context reduction in deriving concept hierarchies from corpora using adaptive evolutionary clustering algorithm star.
CoRR, 2021

Evolving Deep Convolutional Neural Network by Hybrid Sine-Cosine and Extreme Learning Machine for Real-time COVID19 Diagnosis from X-Ray Images.
CoRR, 2021

Performance evaluation results of evolutionary clustering algorithm star for clustering heterogeneous datasets.
CoRR, 2021

A Novel Solution of Using Mixed Reality in Bowel and Oral and Maxillofacial Surgical Telepresence: 3D Mean Value Cloning algorithm.
CoRR, 2021

A Novel Visualization System of Using Augmented Reality in Knee Replacement Surgery: Enhanced Bidirectional Maximum Correntropy Algorithm.
CoRR, 2021

A New K means Grey Wolf Algorithm for Engineering Problems.
CoRR, 2021

A Multi-disciplinary Ensemble Algorithm for Clustering Heterogeneous Datasets.
CoRR, 2021

Critical Analysis: Bat Algorithm based Investigation and Application on Several Domains.
CoRR, 2021

Deep learning for vision-based fall detection system: Enhanced optical dynamic flow.
Comput. Intell., 2021

A novel cluster detection of COVID-19 patients and medical disease conditions using improved evolutionary clustering algorithm star.
Comput. Biol. Medicine, 2021

Real‑time COVID-19 diagnosis from X-Ray images using deep CNN and extreme learning machines stabilized by chimp optimization algorithm.
Biomed. Signal Process. Control., 2021

2020
A novel hybrid GWO with WOA for global numerical optimization and solving pressure vessel design.
Neural Comput. Appl., 2020

An energy efficient service composition mechanism using a hybrid meta-heuristic algorithm in a mobile cloud environment.
J. Parallel Distributed Comput., 2020

Coronary Heart Disease Diagnosis Through Self-Organizing Map and Fuzzy Support Vector Machine with Incremental Updates.
Int. J. Fuzzy Syst., 2020

Remote tracking of Parkinson's Disease progression using ensembles of Deep Belief Network and Self-Organizing Map.
Expert Syst. Appl., 2020

An Improved Simulation Model for Pedestrian Crowd Evacuation.
CoRR, 2020

A new evolutionary algorithm: Learner performance based behavior algorithm.
CoRR, 2020

A Survey on Dragonfly Algorithm and its Applications in Engineering.
CoRR, 2020

Cat Swarm Optimization Algorithm: A Survey and Performance Evaluation.
Comput. Intell. Neurosci., 2020

Operational framework for recent advances in backtracking search optimisation algorithm: A systematic review and performance evaluation.
Appl. Math. Comput., 2020

Improved Fitness-Dependent Optimizer Algorithm.
IEEE Access, 2020

2019
A Simulation Model for Pedestrian Crowd Evacuation Based on Various AI Techniques.
Rev. d'Intelligence Artif., 2019

Donkey and smuggler optimization algorithm: A collaborative working approach to path finding.
J. Comput. Des. Eng., 2019

A Comprehensive Study on Pedestrians' Evacuation.
Int. J. Recent Contributions Eng. Sci. IT, 2019

Investigating the effect of competitiveness power in estimating the average weighted price in electricity market.
CoRR, 2019

A Multi Hidden Recurrent Neural Network with a Modified Grey Wolf Optimizer.
CoRR, 2019

Dragonfly Algorithm and Its Applications in Applied Science Survey.
Comput. Intell. Neurosci., 2019

A Systematic and Meta-Analysis Survey of Whale Optimization Algorithm.
Comput. Intell. Neurosci., 2019

Factors influencing medical tourism adoption in Malaysia: A DEMATEL-Fuzzy TOPSIS approach.
Comput. Ind. Eng., 2019

Fitness Dependent Optimizer: Inspired by the Bee Swarming Reproductive Process.
IEEE Access, 2019

2018
Kurdish stemmer pre-processing steps for improving information retrieval.
J. Inf. Sci., 2018

An evaluation of Reber stemmer with longest match stemmer technique in Kurdish Sorani text classification.
Iran J. Comput. Sci., 2018

Computer Network Simulation of Firewall and VoIP Performance Monitoring.
Int. J. Online Eng., 2018

A Modified Particle Swarm Optimization with Neural Network via Euclidean Distance.
Int. J. Recent Contributions Eng. Sci. IT, 2018

Low Power Wide Area Networks: A Survey of Enabling Technologies, Applications and Interoperability Needs.
IEEE Access, 2018

2017
A Virtualized Computer Network for Salahaddin University New Campus of HTTP Services Using OPNET Simulator.
Proceedings of the Online Engineering & Internet of Things, 2017

Automatic Kurdish Text Classification Using KDC 4007 Dataset.
Proceedings of the Advances in Internetworking, 2017

2016
Lecturer Performance Analysis using Multiple Classifiers.
J. Comput. Sci., 2016

Improvement on predicting employee behaviour through intelligent techniques.
IET Networks, 2016

Lecturer performance system using neural network with Particle Swarm Optimization.
Comput. Appl. Eng. Educ., 2016

Enhancement of Detecting Wicked Website Through Intelligent Methods.
Proceedings of the Security in Computing and Communications - 4th International Symposium, 2016

2015
Kernel Visual Keyword Description for Object and Place Recognition.
Proceedings of the Advances in Signal Processing and Intelligent Recognition Systems, 2015

An Intelligent Approach for Diabetes Classification, Prediction and Description.
Proceedings of the Innovations in Bio-Inspired Computing and Applications, 2015

Combining Fuzzy Rough Set with Salient Features for HRM Classification.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

2010
A new feature set with new window techniques for customer churn prediction in land-line telecommunications.
Expert Syst. Appl., 2010

2005
A Practical Approach for Electricity Load Forecasting.
Proceedings of the Third World Enformatika Conference, 2005

Neural Network Effective Approach for Energy Load Forecasting.
Proceedings of the IASTED International Conference on Computational Intelligence, 2005

Multi-Context-Recurrent Neural Network for Load Forecasting.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005


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