Computer Engineering Commons^™

Simulation Method For Multi-Crew Construction Processes Based On Large Language Model-Powered Agent, Yifan Wang, Bin Yang, Congjun Wang

Journal of System Simulation

Abstract: Traditional construction simulation methods typically rely on predefined rules or static scheduling mechanisms, making it difficult to simulate interactive decision-making under complex constraints by dynamically adapting multi-crew construction scenarios. As a result, workforce idleness caused by process dependencies and spatial occupation fails to be solved. A simulation method for multicrew construction processes based on a LLM-powered agent was proposed. The distributed crew agents endowed with construction scenario understanding and reasoning capabilities were constructed, as well as a centralized project manager agent. A “single-manager and multiple-crew” decision-making mechanism for multi-agent interaction in construction was designed. Autonomous decision-making and coordination mechanism …

Ai Applications In Assessing Risk For Periodontal Disease: A Systematic Review, Grant O. Korte, Claudia M. Tellez Freitas

Annual Research Symposium

Objectives:

The goal of this systematic review is to examine the impact of using artificial intelligence (AI) to predict a patient’s risk level for periodontal disease by analyzing proven systemic health diseases linked to periodontitis. This is being done by primarily focusing on prevention and early diagnosis using machine learning programs that have been proven effective in other fields of periodontitis research.

Methods:

To conduct this study, a comprehensive literature review of journals published after 2020 was performed through four databases: PubMed, Scopus, Web of Science and Dentistry and Oral Science Source. The search was completed in adherence …

Flexible Fault-Tolerant Multi-Die Fpga-Based Architectures For Varying Space Environments, Yosof Ali Seif El Din Ali Maklad

Theses and Dissertations

It is well-known fact that spacecraft’s electronic components operate in an extreme harsh and varying space environments, beside changing orbit or passing through Van Allan Belts during orbital course results of radiation levels change. This thesis focuses on SRAM-based FPGA systems on-board of such spacecrafts, that are commonly utilized in space applications’ critical applications due to their capabilities and flexibility to reconfigure, since these systems are vulnerable to frequent negative impacts of ionizing radiation, thus inducing soft and hard errors leading to disastrous failures that could jeopardize the entire spacecraft. The soft errors’ effects are frequent yet can be mitigated, …

Expression Of Concern: The Innovative Technique For Obtaining The Solutions Of Jeffery Hamel Nano-Fluids Flow Problem, Haedir Abd Alrazak Namoos, Abeer Majeed Jasim

Iraqi Journal for Computer Science and Mathematics

EXPRESSION OF CONCERN FOR: H.A.A. Namoos and A.M. Jasim, ``The Innovative Technique for Obtaining the Solutions of Jeffery Hamel Nano-fluids Flow Problem,'' Iraqi Journal for Computer Science and Mathematics, vol. 6, no. 3, 2025, Article 31. DOI:https://doi.org/10.52866/2788-7421.1303.
Available at: https://ijcsm.researchcommons.org/ijcsm/vol6/iss3/31.

Reason for Expression of Concern:The Editors wish to alert readers to potential concerns regarding the reliability of the findings reported in “The Innovative Technique for Obtaining the Solutions of Je ery Hamel Nano-fluids Flow Problem (Manuscript 1303)”. The journal has initiated an additional editorial assessment of the article’s methodology, data provenance, and reported outcomes to …

Expression Of Concern: Software Engineering Approach To Enhancing Privacy Protection: Automated Face Blurring Using Deep Learning In Arab Social Media, Yasmin Makki Mohialden, Nadia Mahmood Hussien, Mostafa Abdulghafoor Mohammed

Iraqi Journal for Computer Science and Mathematics

EXPRESSION OF CONCERN FOR: Y. M. Mohialden, N. M. Hussien, and M. A. Mohammed, ``Software Engineering Approach to Enhancing Privacy Protection: Automated Face Blurring Using Deep Learning in Arab Social Media,'' Iraqi Journal for Computer Science and Mathematics, vol. 6, no. 3, 2025, Article 43. DOI: https://doi.org/10.52866/2788-7421.1317.
Available at: https://ijcsm.researchcommons.org/ijcsm/vol6/iss3/43.

Reason for Expression of Concern: The Editors wish to alert readers to potential concerns regarding the reliability of the findings reported in “Software Engineering Approach to Enhancing Privacy Protection: Automated Face Blurring Using Deep Learning in Arab Social Media (Manuscript 1317)”. The journal has initiated an additional …

Expression Of Concern: Quantum Machine And Deep Learning For Medical Image Classification: A Systematic Review Of Trends, Methodologies, And Future Directions, Eman A. Radhi, Mohammed Y. Kamil, Mazin Abed Mohammed

Iraqi Journal for Computer Science and Mathematics

EXPRESSION OF CONCERN FOR: E. A. Radhi, M. Y. Kamil, and M. A. Mohammed, ``Quantum Machine and Deep Learning for Medical Image Classification: A Systematic Review of Trends, Methodologies, and Future Directions,'' Iraqi Journal for Computer Science and Mathematics, vol. 6, no. 2, 2025, Article 9. DOI: https://doi.org/10.52866/2788-7421.1252.
Available at: https://ijcsm.researchcommons.org/ijcsm/vol6/iss2/9.

Reason for Expression of Concern: The Editors wish to alert readers to potential concerns regarding the reliability of the findings reported in “Quantum Machine and Deep Learning for Medical Image Classification: A Systematic Review of Trends, Methodologies, and Future Directions (Manuscript 1252)”. The journal has initiated …

Expression Of Concern: Ontology Features-Based Arabic Text Augmentation Using Word2vec, Enas Tariq Khudair, Onsa Lazzez, Mourad Zaied, Tarek M. Hamdani, Ahmed T. Sadiq, Habib Chabchoub, Adel M. Alimi

Iraqi Journal for Computer Science and Mathematics

EXPRESSION OF CONCERN FOR: E. T. Khudair, O. Lazzez, M. Zaied, T. M. Hamdani, A. T. Sadiq, H. Chabchoub, and A. M. Alimi, “Ontology Features-Based Arabic Text Augmentation Using Word2Vec,” Iraqi Journal for Computer Science and Mathematics, vol. 6, no. 3, 2025, Article 40. DOI: https://doi.org/10.52866/2788-7421. 1302 Available at: https://ijcsm.researchcommons.org/ijcsm/vol6/iss3/40

Editor's Note: The Expression of Concern (DOI: https://doi.org/10.52866/2788-7421.1386) regarding the Original Article (DOI: https://doi.org/10.52866/2788-7421.1302) has been resolved. The publication timeline is as follows: Original Article → Expression of Concern → Resolution.

Expression Of Concern: Leveraging Machine Learning For Accurate Prediction Of Nba Player Salaries, Ye Cheng, Yan Song, Mingqi Wang

Iraqi Journal for Computer Science and Mathematics

EXPRESSION OF CONCERN FOR: Y. Cheng, Y. Song, and M. Wang, ``Leveraging Machine Learning for Accurate Prediction of NBA Player Salaries,'' Iraqi Journal for Computer Science and Mathematics, vol. 6, no. 3, 2025, Article 1. DOI: https://doi.org/10.52866/2788-7421.1275
Available at: https://ijcsm.researchcommons.org/ijcsm/vol6/iss3/1

Reason for Expression of Concern: The Editors wish to alert readers to potential concerns regarding the reliability of the findings reported in “Leveraging Machine Learning for Accurate Prediction of NBA Player Salaries (Manuscript 1275)”. The journal has initiated an additional editorial assessment of the article’s methodology, data provenance, and reported outcomes to confirm their reliability and reproducibility. This notice …

Expression Of Concern: Improving Road Safety Through Multimodal Deep Learning For Driver Drowsiness Detection, Hadel A. Hussain, Mohammed A. Subhi, Ahmed S. Al Tmeme, Ahmed D. Radhi, Marwan Ali Albahar

Iraqi Journal for Computer Science and Mathematics

EXPRESSION OF CONCERN FOR: H. A. Hussain, M. A. Subhi, A. S. Al Tmeme, A. D. Radhi, and M. A. Albahar, ``Improving Road Safety Through Multimodal Deep Learning for Driver Drowsiness Detection,'' Iraqi Journal for Computer Science and Mathematics, vol. 6, no. 4, Article 12, 2025. DOI: https://doi.org/10.52866/2788-7421.1330.
Available at: https://ijcsm.researchcommons.org/ijcsm/vol6/iss4/12.

Reason for Expression of Concern: The Editors wish to alert readers to potential concerns regarding the reliability of the findings reported in “Improving Road Safety Through Multimodal Deep Learning for Driver Drowsiness Detection (Manuscript 1330)”. The journal has initiated an additional editorial assessment of the article’s …

Expression Of Concern: Improving Heart Attack Prediction Accuracy Performance Using Machine Learning And Deep Learning Algorithms, Iraqi Journal For Computer Science And Mathematics

Iraqi Journal for Computer Science and Mathematics

EXPRESSION OF CONCERN FOR: M. H. Al-Adhaileh, M. I. Ahmed Al-mashhadani, E. M. Alzahrani, and T. H. H. Aldhyani, ``Improving Heart Attack Prediction Accuracy Performance Using Machine Learning and Deep Learning Algorithms,'' Iraqi Journal for Computer Science and Mathematics, vol. 6, no. 2, 2025, Article~3. DOI:~https://doi.org/10.52866/2788-7421.1239.
Available at: https://ijcsm.researchcommons.org/ijcsm/vol6/iss2/3.

Reason for Expression of Concern: The Editors wish to alert readers to potential concerns regarding the reliability of the findings reported in “Improving Heart Attack Prediction Accuracy Performance Using Machine Learning and Deep Learning Algorithms (Manuscript 1239)”. The journal has initiated an additional editorial assessment of the …

Expression Of Concern: Improved Harmony Search Algorithm For Sdn Controller Placement, Yousra Abdul Alsahib S. Aldeen, Ahmed T. Sadiq, Abeer E. Abed, Omar F. Hussain, Syed Hamid Hussain Madni

Iraqi Journal for Computer Science and Mathematics

EXPRESSION OF CONCERN FOR: Y. A. A. S. Aldeen, A. T. Sadiq, A. E. Abed, O. F. Hussain, and S. H. H. Madni, ``Improved Harmony Search Algorithm for SDN Controller Placement,'' Iraqi Journal for Computer Science and Mathematics, vol. 6, no. 2, 2025, Article 12. DOI: https://doi.org/10.52866/2788-7421.1249.
Available at: https://ijcsm.researchcommons.org/ijcsm/vol6/iss2/12.

Reason for Expression of Concern: The Editors wish to alert readers to potential concerns regarding the reliability of the findings reported in “Exact Solutions of M-fractional Complex Ginzburg-Landau Equation via Two Analytical Methods (Manuscript 1267)”. Exact Solutions of M-fractional: : : The journal has initiated an additional …

Expression Of Concern: Exact Solutions Of M-Fractional Complex Ginzburg-Landau Equation Via Two Analytical, Nematollah Kadkhoda, Mojtaba Baymani, Maad M. Mijwil, Mostafa Abotaleb

Iraqi Journal for Computer Science and Mathematics

EXPRESSION OF CONCERN FOR: N. Kadkhoda, M. Baymani, M. M. Mijwil, and M. Abotaleb, ``Exact Solutions of M-fractional Complex Ginzburg-Landau Equation via Two Analytical Methods,'' Iraqi Journal for Computer Science and Mathematics, vol. 6, no. 3, 2025, Article 11. DOI: https://doi.org/10.52866/2788-7421.1267.
Available at: https://ijcsm.researchcommons.org/ijcsm/vol6/iss3/11.

Reason for Expression of Concern: The Editors wish to alert readers to potential concerns regarding the reliability of the findings reported in “Exact Solutions of M-fractional Complex Ginzburg-Landau Equation via Two Analytical Methods (Manuscript 1267)”. Exact Solutions of M-fractional: : : The journal has initiated an additional editorial assessment of the article’s methodology, …

Expression Of Concern: Artificial Intelligence In Education: Mathematics Teachers' Perspectives, Practices And Challenges, Mohammad A. Tashtoush, Yousef Wardat, Rommel Al Ali, Shoeb Saleh

Iraqi Journal for Computer Science and Mathematics

EXPRESSION OF CONCERN FOR: M. A. Tashtoush, Y. Wardat, R. A. Ali, and S. Saleh, ``Artificial Intelligence in Education: Mathematics Teachers' Perspectives, Practices and Challenges,'' Iraqi Journal for Computer Science and Mathematics, vol. 5, no. 1, 2024, Article 20. DOI: https://doi.org/10.52866/ijcsm.2024.05.01.004.
Available at: https://ijcsm.researchcommons.org/ijcsm/vol5/iss1/20.

Reason for Expression of Concern: The Editors wish to alert readers to potential concerns regarding the reliability of the findings reported in ``Artificial Intelligence in Education: Mathematics Teachers' Perspectives''. The journal has initiated an additional editorial assessment of the article's methodology, data provenance, and reported outcomes to confirm their reliability and reproducibility.
This …

Expression Of Concern: A Lightweight U-Net Model For Accurate Skin Lesion Segmentation, Fallah H. Najjar, Karrar A. Kadhim, Farhan Mohamed, Mohd Shafry Mohd Rahim, Asniyani Nur Haidar Abdullah

Iraqi Journal for Computer Science and Mathematics

EXPRESSION OF CONCERN FOR: F. H. Najjar, K. A. Kadhim, F. Mohamed, M. S. Mohd Rahim, and A. N. Haidar Abdullah, ``A Lightweight U-Net Model for Accurate Skin Lesion Segmentation,'' Iraqi Journal for Computer Science and Mathematics, vol. 6, no. 2, 2025, Article 1. DOI: https://doi.org/10.52866/2788-7421.1230.
Available at: https://ijcsm.researchcommons.org/ijcsm/vol6/iss2/1.

Reason for Expression of Concern: The Editors wish to alert readers to potential concerns regarding the reliability of the findings reported in ``A Lightweight U-Net Model for Accurate Skin Lesion Segmentation (Manuscript 1230)''. the journal has initiated an additional editorial assessment of the article's methodology, data provenance, and …

Retraction Notice: Solving Time-Fractional Nonlinear Variable-Order Delay Pdes Using Feedforward Neural Networks, Iraqi Journal For Computer Science And Mathematics

Iraqi Journal for Computer Science and Mathematics

NOTICE OF RETRACTION FOR: Alruhaili, Hala S.; Hussain, Adel S.; Ajlouni, Abdullah M. S.; Türk, Funda; Az-Zo'bi, Emad A.; and Tashtoush, Mohammad A. (2025) ``Solving Time-Fractional Nonlinear Variable-Order Delay PDEs Using Feedforward Neural Networks,'' Iraqi Journal for Computer Science and Mathematics: Vol. 6: Iss. 3, Article 12. DOI: https://doi.org/10.52866/2788-7421.1284.
Available at: https://ijcsm.researchcommons.org/ijcsm/vol6/iss3/12.

Retraction Notice: Software Engineering-Oriented Text Generation And Analysis Using Gpt-2, Iraqi Journal For Computer Science And Mathematics

Iraqi Journal for Computer Science and Mathematics

NOTICE OF RETRACTION FOR: Hussien, Nadia Mahmood; Farhan, Aumama Mohammed; Mohialden, Yasmin Makki; Jabbar, Qabas Abdal Zahraa; Abdulmaged, Shahbaa Mohammed; and Arif, Asmaa Hatem (2025) ``Software Engineering-Oriented Text Generation and Analysis Using GPT-2,'' Iraqi Journal for Computer Science and Mathematics: Vol. 6: Iss. 3, Article 32. DOI: https://doi.org/10.52866/2788-7421.1312
Available at: https://ijcsm.researchcommons.org/ijcsm/vol6/iss3/32

Retraction Notice: Robust Security System: A Novel Facial Recognition Optimization Using Coronavirus-Inspired Algorithm And Machine Learning, Iraqi Journal For Computer Science And Mathematics

Iraqi Journal for Computer Science and Mathematics

NOTICE OF RETRACTION FOR: Kadhim, Saif Mohanad; Siaw Paw, Johnny Koh; Tak, Yaw Chong; and Al-Latief, Shahad Thamear Abd (2025) ``Robust Security System: A Novel Facial Recognition Optimization Using Coronavirus-Inspired Algorithm and Machine Learning,'' Iraqi Journal for Computer Science and Mathematics: Vol. 6: Iss. 2, Article 19. DOI: https://doi.org/10.52866/2788-7421.1260.
Available at: https://ijcsm.researchcommons.org/ijcsm/vol6/iss2/19.

Retraction Notice: Navigating The Complexities And Artificial Intelligence Of Internet Of Things Security Claims, Iraqi Journal For Computer Science And Mathematics

Iraqi Journal for Computer Science and Mathematics

NOTICE OF RETRACTION FOR: Mohamed, Tamara Saad and Khalifah, Saad Mohammed (2025) "Navigating the Complexities and Artificial Intelligence of Internet of Things Security Claims," Iraqi Journal for Computer Science and Mathematics: Vol. 6: Iss. 2, Article 28. DOI: https://doi.org/10.52866/2788-7421.1270
Available at: https://ijcsm.researchcommons.org/ijcsm/vol6/iss2/28

Retraction Notice: Metaguard: A Federated Learning Approach To Hybrid Xgboost And Meta-Learning Models For Proactive Cyber Threat Hunting, Iraqi Journal For Computer Science And Mathematics

Iraqi Journal for Computer Science and Mathematics

NOTICE OF RETRACTION FOR: Al-Khalisy, Shatha H. Jafer and Al-Kateb, Ghada Emad (2025) ``MetaGuard: A Federated Learning Approach to Hybrid XGBoost and Meta-Learning Models for Proactive Cyber Threat Hunting,'' Iraqi Journal for Computer Science and Mathematics: Vol. 6: Iss. 3, Article 27. DOI: https://doi.org/10.52866/2788-7421.1300.
Available at: https://ijcsm.researchcommons.org/ijcsm/vol6/iss3/27.

Retraction Notice: Mathematical Properties And Simulations Of The Neutrosophic Gompertz-Inverse Burr-X Distribution With Application To Under-Five Mortality, Iraqi Journal For Computer Science And Mathematics

Iraqi Journal for Computer Science and Mathematics

NOTICE OF RETRACTION FOR: Jumaa, Mustafa Hassan; Qaddoori, Asmaa S.; Khalaf, Sara A.; Noori, Nooruldeen A.; and Khaleel, Mundher A. (2025) ``Mathematical Properties and Simulations of the Neutrosophic Gompertz-Inverse Burr-X Distribution with Application to Under-Five Mortality,'' Iraqi Journal for Computer Science and Mathematics: Vol. 6: Iss. 3, Article 23. DOI: https://doi.org/10.52866/2788-7421.1297. Available at: https://ijcsm.researchcommons.org/ijcsm/vol6/iss3/23.

Retraction Notice: Iot Flow Parameters Classification Based On Machine Learning Techniques, Iraqi Journal For Computer Science And Mathematics

Iraqi Journal for Computer Science and Mathematics

NOTICE OF RETRACTION FOR: El-Kenawy, El-Sayed M.; Eid, Marwa M.; Shukur, Ban Salman; Alhussan, Amel Ali; and Khafaga, Doaa Sami (2025) ``IoT Flow Parameters Classification Based on Machine Learning Techniques,'' Iraqi Journal for Computer Science and Mathematics: Vol. 6: Iss. 3, Article 28. DOI: https://doi.org/10.52866/2788-7421.1301.
Available at: https://ijcsm.researchcommons.org/ijcsm/vol6/iss3/28.

Retraction Notice: Intrusion Detection System For Iot Based On Modified Random Forest Algorithm, Iraqi Journal For Computer Science And Mathematics

Iraqi Journal for Computer Science and Mathematics

NOTICE OF RETRACTION FOR: Akif, Omar Z.; Ali, Sura Mazin; Sabih, Ann F.; Sadiq, Ahmed T.; and Subramaniam, S. K. (2025) ``Intrusion Detection System for IoT Based on Modified Random Forest Algorithm,'' Iraqi Journal for Computer Science and Mathematics: Vol. 6: Iss. 2, Article 17. DOI: https://doi.org/10.52866/2788-7421.1258.
Available at: https://ijcsm.researchcommons.org/ijcsm/vol6/iss2/17.

Retraction Notice: Image Denoising Using Smooth Total Variation Function For 5g Enhanced Mobile Broadband Transmission System, Iraqi Journal For Computer Science And Mathematics

Iraqi Journal for Computer Science and Mathematics

NOTICE OF RETRACTION FOR: Ibrahem, Shehab Ahmed; Abdulwahab, Walled Khalid; and Shuwandy, Moceheb Lazam (2025) ``Image denoising using smooth total variation function for 5G enhanced mobile broadband transmission system,'' Iraqi Journal for Computer Science and Mathematics: Vol. 6: Iss. 1, Article 14. DOI: https://doi.org/10.52866/2788-7421.1244.
Available at: https://ijcsm.researchcommons.org/ijcsm/vol6/iss1/14.

Retraction Notice: Hotspot Issue Handling And Reliable Data Forwarding Technique For Ocean Underwater Sensor Networks, Iraqi Journal For Computer Science And Mathematics

Iraqi Journal for Computer Science and Mathematics

NOTICE OF RETRACTION FOR: Mahdi, Omar Adil; Al-Mayouf, Yusor Rafid Bahar; Al-Obaidi, Sameer Sami Hassan; AL-Attar, Bourair; Balogun, Hamed; and Khan, Suleman (2025). ``Hotspot Issue Handling and Reliable Data Forwarding Technique for Ocean Underwater Sensor Networks,'' Iraqi Journal for Computer Science and Mathematics: Vol. 6: Iss. 3, Article 37. DOI: https://doi.org/10.52866/2788-7421.1307.
Available at: https://ijcsm.researchcommons.org/ijcsm/vol6/iss3/37.

Retraction Notice: High-Performance System For Predicting Icu Patient Durations Using Artificial Neural Networks With Transfer Learning, Iraqi Journal For Computer Science And Mathematics

Iraqi Journal for Computer Science and Mathematics

NOTICE OF RETRACTION FOR: Awsaj, Mahmood. K.; Mashhadany, Yousif Al; and ChaariFourati, Lamia (2025) ``High-Performance System for Predicting ICU Patient Durations Using Artificial Neural Networks with Transfer Learning,'' Iraqi Journal for Computer Science and Mathematics: Vol. 6: Iss. 3, Article 19. DOI: https://doi.org/10.52866/2788-7421.1285.
Available at: https://ijcsm.researchcommons.org/ijcsm/vol6/iss3/19.

Retraction Notice: Fuzzy Backstepping Approach To Stabilizing Fuzzy Parabolic Partial Differential Equations, Iraqi Journal For Computer Science And Mathematics

Iraqi Journal for Computer Science and Mathematics

NOTICE OF RETRACTION FOR: John, Zainab; Fadhel, Fadhel S.; Karim, Samsul Ariffin Abdul; and Ying, Teh Yuan (2025) "Fuzzy Backstepping Approach to Stabilizing Fuzzy Parabolic Partial Differential Equations," Iraqi Journal for Computer Science and Mathematics: Vol. 6: Iss. 4, Article 13. DOI: https://doi.org/10.52866/2788-7421.1338
Available at: https://ijcsm.researchcommons.org/ijcsm/vol6/iss4/13

Retraction Notice: Evaluating The Performance Of The Dbscan Algorithm's Using Number Of External Scores Measures, Iraqi Journal For Computer Science And Mathematics

Iraqi Journal for Computer Science and Mathematics

NOTICE OF RETRACTION FOR: Abbas, Rajaa Hasan; Hashim, Huda Qusay; and Nasser, Huda Karem (2025) ``Evaluating the Performance of the DBSCAN Algorithm's using Number of External Scores Measures,'' Iraqi Journal for Computer Science and Mathematics: Vol. 6: Iss. 3, Article 41. DOI: https://doi.org/10.52866/2788-7421.1310.
Available at: https://ijcsm.researchcommons.org/ijcsm/vol6/iss3/41.

Retraction Notice: Efficient Multi-User Computation Offloading And Reducing Latency In Mobile-Edge Computing For Iot Applications, Iraqi Journal For Computer Science And Mathematics

Iraqi Journal for Computer Science and Mathematics

NOTICE OF RETRACTION FOR: Abdul-Samad, Sarmad T.; Al-Hwaidi, Osamah; and Muslem, Ali Abd Al-Rasool (2025) ``Efficient Multi-User Computation Offloading and Reducing Latency in Mobile-Edge Computing for IoT Applications,'' Iraqi Journal for Computer Science and Mathematics: Vol. 6: Iss. 3, Article 29. DOI: https://doi.org/10.52866/2788-7421.1298.
Available at: https://ijcsm.researchcommons.org/ijcsm/vol6/iss3/29.

Retraction Notice: Dynamics And Stability Analysis Of 8-Dimensional Hyperchaotic Systems: Study Of Lyapunov Exponents, Iraqi Journal For Computer Science And Mathematics

Iraqi Journal for Computer Science and Mathematics

NOTICE OF RETRACTION FOR: Hamad, Abdulsattar Abdullah; Ali, Nida Muhsin; and Khalil, Muayyad Mahmood (2025) ``Dynamics and Stability Analysis of 8-Dimensional Hyperchaotic Systems: Study of Lyapunov Exponents,'' Iraqi Journal for Computer Science and Mathematics: Vol. 6: Iss. 3, Article 18. DOI: https://doi.org/10.52866/2788-7421.1295.
Available at: https://ijcsm.researchcommons.org/ijcsm/vol6/iss3/18.

Retraction Notice: Deep Learning-Based Beamforming Optimization For Reconfigurable Intelligent Surface-Assisted Wireless Communication Systems, Iraqi Journal For Computer Science And Mathematics

Iraqi Journal for Computer Science and Mathematics

NOTICE OF RETRACTION FOR: Jassim, Mohammed Firas; Mohammed, Alhamzah Taher; and Abdullah, Osamah (2025) ``Deep Learning-Based Beamforming Optimization for Reconfigurable Intelligent Surface-Assisted Wireless Communication Systems,'' Iraqi Journal for Computer Science and Mathematics: Vol. 6: Iss. 1, Article 7. DOI: https://doi.org/10.52866/2788-7421.1233.
Available at: https://ijcsm.researchcommons.org/ijcsm/vol6/iss1/7.