Researches
| Computer Science Department | |||||
|---|---|---|---|---|---|
| Researcher Name | Research Title | Journal Title | Publish Year | Vol. No. | |
| - Prof.Dr. Ban Nadeem Dhannoon | Automating Drug Discovery using Machine Learning | Current Drug Discovery Technologies | 2023 | 20 | |
| - Prof.Dr. Ban Nadeem Dhannoon | Deep Learning Based on Attention in Semantic Segmentation: An Introduction Survey | (Iraqi Journal of Computers, Communications, Control & Systems Engineering (IJCCCE | 2023 | 23 | |
| - Prof.Dr. Ban Nadeem Dhannoon | Detecting Arabic sexual harassment using bidirectional long-short-term memory and a temporal convolutional network | Egyptian Informatics Journal | 2023 | 24 | |
| - Prof.Dr. Ban Nadeem Dhannoon | Hybrid recommender system based on matrix factorization | AIP Conference Proceedings | 2023 | 2457 | |
| - Prof.Dr. Ban Nadeem Dhannoon | Content-Based Image Retrieval System using Color Moment and Bag of Visual Words with Local Binary Pattern | Karbala International Journal of Modern Science | 2023 | 9 | |
| - Prof.Dr. Ban Nadeem Dhannoon | Finding Drug-Drug Interactions for SARS-CoV-2 Proteins in Drugs Repurposing Application | International Journal of Drug Delivery Technology (IJDDT) | 2023 | 13 | |
| - Prof.Dr. Ban Nadeem Dhannoon | Arabic Cyberbullying Detection Using Support Vector Machine with Cuckoo Search | Iraqi Journal of Science | 2023 | 64 | |
| - Prof.Dr. Ban Nadeem Dhannoon | Comparing the Random Forest vs. Extreme Gradient Boosting using Cuckoo search optimizer for detecting Arabic cyberbullying | Iraqi Journal of Science | 2023 | 64 | |
| - Prof.Dr. Ban Nadeem Dhannoon | Arabic text steganography using lunar and solar diacritics. | Indonesian Journal of Electrical Engineering and Computer Science | 2023 | 31 | |
| - Prof.Dr. Ban Nadeem Dhannoon | A Comparative Study of Cyberbullying Detection in Social Media for the last five Years | Al-Nahrain Journal of Science | 2023 | 26 | |
| - Prof.Dr. Ban Nadeem Dhannoon | Developed Models Based on Transfer Learning for Improving Fake News Predictions | Journal of Universal Computer Science | 2023 | 29 | |
| - Prof.Dr. Ban Nadeem Dhannoon | Machine learning approaches to detect online harassment using bag of words | AIP Conference Proceedings | 2023 | 2457 | |
| - Prof.Dr. Ban Nadeem Dhannoon | An Effective Hybrid Deep Neural Network for Arabic Fake News Detection | Baghdad Science Journal | 2023 | 20 | |
| - Prof.Dr. Ban Nadeem Dhannoon | Enhancement of Cloud Computing Environment Using Machine Learning Algorithms MLCE | Iraqi Journal of Computers, Communications, Control & Systems Engineering (IJCCCE) | 2023 | 23 | |
| - Prof.Dr. Ban Nadeem Dhannoon | Attention Mechanism Based on a Pre-trained Model for Improving Arabic Fake News Predictions | Iraqi Journal of Science | 2023 | 64 | |
| - Prof.Dr. Ban Nadeem Dhannoon | Comprehensive Review on Drug-target Interaction Prediction - Latest Developments and Overview | Current Drug Discovery Technologies | 2023 | 20 | |
| - Prof.Dr. Ban Nadeem Dhannoon | Content-based image retrieval based on corel dataset using deep learning | IAES International Journal of Artificial Intelligence (IJ-AI) | 2023 | 12 | |
| - Prof.Dr. Abdulkareem Merhej Radhi | Heart disease classification using optimized Machine learning algorithms | Iraqi Journal for Computer Science and Mathematics | 2023 | 4 | |
| - Prof.Dr. Abdulkareem Merhej Radhi | Early stage prediction of COVID-19 Using machine learning model | Wasit Journal of Computer and Mathematic Science | 2023 | 2 | |
| - Prof.Dr. Mohammed Sahib Mahdi | Detection of Deep Fake in Face Images Based Machine Learning | Al-Salam Journal for engineering and technology | 2023 | 2 | |
| - Prof.Dr. Mohammed Sahib Mahdi | Efficiency Evaluation of Popular Deepfake Methods Using Convolution Neural Network | Al-Nahrain Journal of Science | 2023 | 26 | |
| - Prof.Dr. Mohammed Sahib Mahdi | Land Use Geodatabase of Baghdad City Creation Using Geographic Information System Technology | Al-Sadiq International Conference on Communication and Information Technology | 2023 | 1 | |
| - Prof.Dr. Mohammed Sahib Mahdi | Image hiding in audio file using chaotic method | Periodicals of Engineering and Natural Sciences | 2023 | 11 | |
| - Prof.Dr. Mohammed Sahib Mahdi | Efficiency Evaluation of Popular Deepfake Methods Using Convolution Neural Network | Al-Nahrain Journal of Science | 2023 | 26 | |
| - Prof.Dr. Mohammed Sahib Mahdi | Construction of Geodatabase for Educational Services in Baghdad City Using GIS Technology | TELEMATIQUE | 2023 | 22 | |
| - Prof.Dr. Mohammed Sahib Mahdi | Medical Images Based Covid-19 Detection Survey | Journal of Al-Qadisiyah for Computer Science and Mathematics | 2023 | 15 | |
| - Prof.Dr. Mohammed Sahib Mahdi | Image tampering detection using extreme learning machine | AIP Conf. Proc. 2457, 040002 (2023) | 2023 | 2457, | |
| - Assist.Prof Azhar mawlood kadhim | Image Hiding in an Audio File Using Chaotic Method via Genetic Algorithm | Al-Nahrain Journal of Science | 2023 | 26 | |
| - Assist.Prof Azhar mawlood kadhim | Image hiding in audio file using chaotic method | Periodicals of Engineering and Natural Sciences | 2023 | 11 | |
| - Assist.Prof Azhar mawlood kadhim | Medical Images Based Covid-19 Detection Survey | Journal of Al-Qadisiyah for computer science and mathematics | 2023 | 15 | |
| - Assist.Prof zahraa abdulhussien jaaz | Maximizing Mobile Communication Efficiency with Smart Antenna Systems using Beam forming and DOA Algorithms | 2023 10th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI) | 2023 | ||
| - Assist.Prof zahraa abdulhussien jaaz | Intrusion Detection in Wireless Body Area Network using Attentive with Graphical Bidirectional Long-Short Term Memory | International Journal of Online and Biomedical Engineering (iJOE) | 2023 | 19 | |
| - Assist.Prof zahraa abdulhussien jaaz | A biometric fingerprint recognition system utilizing the Scale Invariant Feature Transform (SIFT) algorithm for border crossing | 2023 10th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI) | 2023 | ||
| - Assist.Prof zahraa abdulhussien jaaz | A Novel Routing Protocol-Based Data Transmission to Enhance the Quality of Service for Internet of Medical Things Using 5G | International Journal of Interactive Mobile Technologies (iJIM) | 2023 | 17 | |
| - Assist.Prof zahraa abdulhussien jaaz | Reliable Fuzzy-Based Multi-Path Routing Protocol Based on Whale Optimization Algorithm to Improve QOS in 5G Networks for IOMT Applications | International Journal of Interactive Mobile Technologies (iJIM) | 2023 | 17 | |
| - Assist.ProfDr. Khamael Abbas Khudhair Al-Dulaimi | Rumex Weed Classification Using Region-Convolution Neural Networks Based-Colour Space Information | Inteligencia Artificial | 2023 | 26 | |
| - Assist.ProfDr. Khamael Abbas Khudhair Al-Dulaimi | Automated Classification of Cell Level of HEp-2 Microscopic Images Using Deep Convolutional Neural Networks-Based Diameter Distance Features | Journal of Universal Computer Science | 2023 | 29 | |
| - Assist.ProfDr. Khamael Abbas Khudhair Al-Dulaimi | Classification of HEp-2 Staining Pattern Images Using Adapted Multilayer Perceptron Neural Network-Based Intra-Class Variation of Cell Shape | Sensors | 2023 | 23 | |
| - Assist.ProfDr. Khamael Abbas Khudhair Al-Dulaimi | Adaptive Non-Maximum Suppression for improving performance of Rumex detection | Expert Systems with Application | 2023 | 219 | |
| - Assist.ProfDr. Zainab Namh Abdula Sultani | Content-Based Image Retrieval System using Color Moment and Bag of Visual Words with Local Binary Pattern | Karbala International Journal of Modern Science | 2023 | 9 | |
| - Assist.ProfDr. Zainab Namh Abdula Sultani | Topic modeling methods for text data analysis: A review | AIP Conference Proceedings | 2023 | ||
| - Assist.ProfDr. Zainab Namh Abdula Sultani | Hybrid recommender system based on matrix factorization | AIP Conference Proceedings | 2023 | 2457 | |
| - Assist.ProfDr. Zainab Namh Abdula Sultani | Content-based image retrieval based on corel dataset using deep learning | IAES International Journal of Artificial Intelligence (IJ-AI) | 2023 | 12 | |
| - Assist.ProfDr. Dr. Suhad A. Yousif | COVID-19 Detection via Blood Tests using an Automated Machine Learning Tool (Auto-Sklearn) | Iraqi Journal of Science | 2023 | 64 | |
| - Assist.ProfDr. Dr. Suhad A. Yousif | Crude Oil Price Forecasts Using Support Vector Regression and Technical Indicators | Iraqi Journal of Science | 2023 | 65 | |
| - Assist.ProfDr. Dr. Suhad A. Yousif | AutoKeras for Fake News Identification in Arabic: Leveraging Deep Learning with an Extensive Dataset | Al-Nahrain Journal of Science | 2023 | 26 | |
| - Assist.ProfDr. Dr. Suhad A. Yousif | Enhancement of text categorization results via ensemble learning technique | APL Machine Learning for Applied Physics | 2023 | 2457 | |
| - Assist.ProfDr. Nadia Fadhil Ibrahim AL-Bakri | A Survey on Semantic Recommendation System based on Linked Open Data (LOD) | 2022 Fifth College of Science International Conference of Recent Trends in Information Technology (CSCTIT) | 2023 | ||
| - Assist.ProfDr. Nadia Fadhil Ibrahim AL-Bakri | A biometric fingerprint recognition system utilizing the Scale Invariant Feature Transform (SIFT) algorithm for border crossing | 2023 10th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI) | 2023 | ||
| - Lect. Ehsan Qahtan Ahmed | Intrusion Detection in Wireless Body Area Network using Attentive with graphical Bidirectional long-short Term Memory | iJOE international journal of online and biomedical engineering | 2023 | 19 | |
| - Lect. Ehsan Qahtan Ahmed | Maximizing Mobile Communication Efficiency with Smart Antenna Systems using Beam forming and DOA Algorithms | International Conference on Electrical Engineering, Computer Science and Informatics (EECSI) | 2023 | ||
| - Lect. Assad Hussein Thary | Unsupervised classification and analysis of Istanbul-Turkey satellite image utilizing the remote sensing | THE SECOND INTERNATIONAL SCIENTIFIC CONFERENCE (SISC2021): College of Science, Al-Nahrain University | 2023 | 2457 | |
| - Lect. Assad Hussein Thary | Realtime human face tracking and recognition system on uncontrolled environment | International Journal of Electrical and Computer Engineering (IJECE) | 2023 | 13 | |
| - Lect. Assad Hussein Thary | Switched-line network with digital phase shifter | International Journal of Nonlinear Sciences and Numerical Simulation | 2023 | 24 | |
| - Lect. Farah Saad Ezzaldeen Al-Mukhtar | Automated Face Mask Detection Using Pretrained CNN | Al-Nahrain Journal of Science | 2023 | 26 | |
| - Lect. Farah Saad Ezzaldeen Al-Mukhtar | Reliable Fuzzy-Based Multi-Path Routing Protocol Based on Whale Optimization Algorithm to Improve QOS in 5G Networks for IOMT Applications | International Journal of Interactive Mobile Technologies (iJIM) | 2023 | 17 | |
| - Lect. Farah Saad Ezzaldeen Al-Mukhtar | Medical Images Based Covid-19 Detection Survey | Journal of Al-Qadisiyah for computer science and mathematics | 2023 | 15 | |
| - Lect. Farah Saad Ezzaldeen Al-Mukhtar | Maximizing Mobile Communication Efficiency with Smart Antenna Systems using Beam forming and DOA Algorithms | 10th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI) | 2023 | ||
| - Lect. Najwan Abed Hasan | Image hiding in audio file using chaotic method | Periodicals of Engineering and Natural Sciences | 2023 | 11 | |
| - Lect.Dr. bahera Hani nayef | Text Extraction with Optimal Bi-LSTM | Computers, Materials & Continua | 2023 | 76 | |
| - Assist.Lect. Azhar Flaih Hassan Zahu Al-zubidi | Unsupervised classification and analysis of Istanbul-Turkey satellite image utilizing the remote sensing | AIP Conference Proceedings | 2023 | ||
| - Assist.Lect. Aseel Basim Sabri | Image hiding in audio file using chaotic method | 2023 | |||
| - Assist.Lect. Haider Majeed Jaber | Image hiding in audio file using chaotic method | Periodicals of Engineering and Natural Sciences | 2023 | 11 | |
| - Assist.Lect. Khairiyah saied abduljabar jasim | Automated Classification of Cell Level of HEp-2 Microscopic Images Using Deep Convolutional Neural Networks-Based Diameter Distance Features | Journal of Universal Computer Science (J.UCS) | 2023 | 29 | |
| - Assist.Lect. Zainab Haider Ameen | Maximizing Mobile Communication Efficiency with Smart Antenna Systems using Beam forming and DOA Algorithms | International Conference on Electrical Engineering, Computer Science and Informatics (EECSI), 2023, pp. 453–460 | 2023 | ||
| - Assist.Lect. Hanaa Mohammed Mushgil | An Integrated Grasshopper Optimization Algorithm with Artificial Neural Network for Trusted Nodes Classification Problem | International Journal of Online & Biomedical Engineering | 2023 | 19 | |
| - Assist.Lect. Hanaa Mohammed Mushgil | A Novel Routing Protocol-Based Data Transmission to Enhance the Quality of Service for Internet of Medical Things Using 5G | iJIM | 2023 | 17 | |
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