Academic Profile

Shahab Wahhab Kareem

شهاب وهاب كريم

Assistant professor
Technical College of Computer and Informatic Engineering
Department of Artificial Intelligence and Robotic Engineering
E-mail
[email protected]
General Specialization
Computer Engineering
Specific Specialization
Machine learning and BIGDATA
Address
Erbil

Researches and Books


Researches

Research Title Status Files
Swallow Search Algorithm (SWSO): A Swarm Intelligence Optimization Approach Inspired by Swallow Bird Behavior Published
A Hybrid AI-driven Predictive Adaptive Routing Framework Using Reinforcement Learning and SDN for Intelligent Network Optimization Published
Continual Learning for Enhancing Personal Assistants Using Machine Learning Published
A Hybrid Ensemble Deep Learning Model for Advanced Time Series Rainfall Forecasting Using Satellite Data and Climate Variability Analysis Published
Multi-protocol Optimization and Cyber-secure IoT Networking in Dynamic Contexts Published
Cross-modal Hybrid Ensemble Deep Learning for Ultra-Early Disease Detection Published
Advanced time series forecasting of vegetation health using deep learning models: A remote sensing approach to analyzing climate change impact Published
A Comparative Study of Machine and Deep Learning Approaches for Smart Contract Vulnerability Detection Published
A Comparative Evaluation of Transfer Learning Techniques for White Blood Cell Detection Published
Hierarchical Multi-agent Deep Reinforcement Learning for Real-time Multiproject Skill Scheduling with Uncertainty and Learning Transfer Published
Inverse Evolution Layers for Multimodal Domain Generalization (IEL-MM) Published
Multi-modal class-aware curriculum federated learning fusion for advanced intrusion detection using conditional generative augmentation and real-time neural optimization Published
Continuous Learning for Automated Early-Stage Alzheimer’sDetection Using MRI and Spike Neural Signals Published
Dynamic Parameter Optimization for Industrial Internet Security Models Using Neural Networks Published
Contrastive Self-Supervised Ensemble Transfer Learning for Robust Skin Cancer Classification and Early Detection Accepted for Publication
Ensemble Transfer Learning for Enhanced Brain Tumor Diagnosis: A new Approach for early detection Published
Enhancing Brain Tumor Classification Accuracy Using Deep Learning with Real and Synthetic MRI Images Accepted for Publication
Structure learning of Bayesian networks using sparrow optimization algorithm Published
A Big Data, Bigger Impact: A Comprehensive Review of Machine Learning Advancements Published
Exploring Deep Insights from Vast Data: An Overview of Deep Learning Techniques for Big Data Published
Innovative Machine Learning Strategies for DDoS Detection: A Review Published
Redefining Machine Learning Techniques and Object Detection to Increase Accuracy and Efficiency: Review Published
Big data analytics for smart cities: Review Published
Investigating feature extraction by SIFT methods for prostate cancer early detection Published
Deep Learning Techniques for Early Fault Detection in Bearings: An Intelligent Approach Published
An optimized up to 16-user and 160 Gbps dual cascaded optical modulators PON-based power combined array fiber Bragg grating and pre-distortion device for 5th G system Published
Seamless Integration: Advanced Deep Learning Techniques for Image Stitching Published
Emotion Recognition in Kurdish Speech from the Sorani Dialect Corpus Published
Ensemble Deep Learning Technique for Detecting MRI Brain Tumor Published
ENSEMBLE TRANSFER LEARNING FOR BOTNET DETECTION IN THE INTERNET OF THINGS Published
ENSEMBLE TRANSFER LEARNING FOR BOTNET DETECTION IN THE INTERNET OF THINGS Accepted for Publication
Ensemble Deep Learning Technique for Detecting MRI Brain Tumor Accepted for Publication
Investigating the Impact of Characteristics on Transient Power System Stability During Fault: A Case Study of Peerdawd Power Station Published
Investigating the Effectiveness of Artificial Intelligence in Watermarking and Steganography for Digital Media Security Published
Biometric Systems: A Comprehensive Review Published
Kurdish Sign Language Recognition Using Pre-Trained Deep Learning Models Published
A NEW Technique for Disseminating Knowledge Concerning VANET Traffic Using CrocodileHuntingSearch Published
Design and development of an effective classifier for medical images based on machine learning and image segmentation Published
Secure Data in the Cloud with a Robust Hybrid Cryptographic Approach Published
Scale-Invariant Feature Extraction for Skin Image Detection Published
A Large-Scale Automated Classification of White Blood Cell Images Published
An Ensemble Transfer Learning Model for Detecting Stego Images Published
Information security for big data using the NTRUEncrypt method Published
A comparison of automated classification techniques for image processing in video internet of things Published
A COMPARATIVE EVALUATION OF DEEP LEARNING METHODS IN DIGITAL IMAGE CLASSIFICATION Published
Wind Speed Prediction for Duhok City Applied Recurrent Neural Network Published
A Comparative Evaluation of Bayesian Networks Structure Learning Using Falcon Optimization Algorithm Published
Comparative evaluation for detection of brain tumor using machine learning algorithms Published
Novel nature-inspired meta-heuristic optimization algorithm based on hybrid dolphin and sparrow optimization Published
Computer-aided classification of images containing white blood cells Published
Effective classification of medical images using image segmentation and machine learning Published

Books

Book Title Type Publisher Docs