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Advances in Artificial Intelligence and Machine Learning, Volume 5
Volume 5, Number 1, 2025
- Ulises Roman Concha

, Andrea López, Kathy Ruiz-Carrasco, Carlos Chavez-Herrera, Dominga M. Cano, José Piedra, Juan Carlos Woolcott, Carlos Navarro:
Propensity Model Using Decision Trees (LightGBM) for the Management of the Effective Credit Product in a Financial Entity. 3202-3215 - Zijiang Yang, Tad Gonsalves:

Flexible Transformer: A Simple Novel Transformer-based Network for Image Classification in Variant Input Image Sizes. 3216-3235 - Mohammad Awad Alafnan

, Thana Alshakhs:
Bridging Linguistic and Cultural Nuances: A Comparative Study of Human and AI Translations of Arabic Dialect Poetry. 3236-3260 - Seungjun Han, Wongyung Choi:

Development of a Large Language Model-based Multi-Agent Clinical Decision Support System for Korean Triage and Acuity Scale (KTAS)-Based Triage and Treatment Planning in Emergency Departments. 3261-3275 - Yanhong Wang, Lee Te Chuan:

A Review on Application of Big Data in China Retail Industry. 3276-3288 - Asif Hussain shaik, D. Satyanarayana, Insiya Zehra, Vidhya Lavanya:

Data-Driven Forecasting of Solar PV Output Using Machine Learning: A Comprehensive Approach for Long-Term Prediction. 3289-3313 - Michael Andreas Buholzer, Frederico Fischer, Geremia Simonella, Thomas Hanne:

Evaluation of Large Language Models for Extracting Financial Data from Tables in Annual Reports. 3314-3343 - Anton Sergeev, Victor Minchenkov

, Aleksei Soldatov, Vasiliy Kakurin
, Yaroslav Mazikov:
Outliers Resistant Image Classification by Anomaly Detection. 3344-3355 - Essam Natsheh:

Sustainable UAV and AI-Based Strategies for Managing Invasive Prosopis juliflora in Oman. 3356-3372 - Abdulrahman A. Alzahrani, Amin Y. Noaman, Ahmed A. A. Gad-ElRab, Fathy E. Eassa, Maher Khemakhem

, Faisal Albalwy, Hosam Aljihani:
A Comprehensive Review of Interoperability Challenges and Applications Beyond Cryptocurrencies. 3373-3388 - Saif Mohanad Kadhim

, Johnny Siaw Paw Koh, Chong Tak Yaw, Shahad Ameen, Ahmed Alkhayyat:
An Optimized Machine Learning Models by Metaheuristic Corona Virus Optimization Algorithm for Precise Iris Recognition. 3389-3408 - Jittiphan Changkaew, Prasartporn Wongkamchang

, Chamnan Pedchote, Khongdet Phasinam
:
AI-Based Aerial Camera Calibration and 3D Reconstruction Accuracy Evaluation. 3409-3424 - Md. Arifuzzaman, Iftekhar Ahmed, Md. Jalal Uddin Chowdhury, Mohammad Shoaib Rahman, Md. Ebrahim Hossain, Apurbo Deb Nath, Shakib Absar:

A Novel Ensemble-Based Deep Learning Model with Explainable AI for Accurate Kidney Disease Diagnosis. 3425-3445 - Saif Mohanad Kadhim

, Johnny Koh Siaw Paw, Chong Tak Yaw, Shahad Ameen, Ahmed Alkhayyat:
Deep Learning for Robust Iris Recognition: Introducing Synchronized Spatiotemporal Linear Discriminant Model-Iris. 3446-3464 - Erik Bergh:

Interpretable Dimensionality Reduction Using Weighted Linear Transformation. 3465-3475 - Fadiyah Almutairi:

Framework to Detect COVID-19 from Chest X-Ray/CT using Deep-Learning and Arithmetic-Optimization Algorithm. 3476-3494 - A. Sankaran

, K. Sathiyamurthy:
Quantum LLM Model for Entity and Semantic Relation Extraction in Drug Interactions. 3495-3518 - Vijaya Raju Madri, Sreenivasulu Meruva:

MCQs Generation Using Ensemble Model for Student Performance Assessment. 3519-3533 - Islambek Saymanov, Alimdzhan Babadzhanov, Akmal Varisov, Nodirbek Urinov

, Anvarxon Madjidov
:
Numerical Methods of Synthesis of a Correct Algorithm for Solving Recognition Problems. 3534-3547 - Varsha PS, Hari VS:

Next-Generation Noise-Resilient Communication Receiver Design Using Denoising Autoencoders. 3548-3564 - Dean Eurich, Darren Lau, Weiting Li, Olivia R. Weaver, Tanya Joon

, Ming Ye, Finlay A. McAlister, Padma Kaul, Salim Samanani:
Predicting COVID-19 Outcomes Among Albertans With Diabetes and COVID-19: A Machine Learning Approach. 3565-3604 - Pradyumna Elavarthi, Anca L. Ralescu:

Improving CNN Robustness to Color Shifts via Color Balancing and Spatial Dropout. 3605-3626
Volume 5, Number 2, 2025
- Jyothsna Cherapanamjeri, Narendra Kumar Rao Bangole:

Harnessing Deep Learning Techniques for the Removal of Occlusion in Face Image. - Pagon Gatchalee

:
Coopetition Analysis Between JD and Tmall in China's E-Commerce Landscape: A Hybrid Thematic-Latent Dirichlet Allocation Approach. 3627-3645 - Sangeeta Lamba, Neelam Sharma:

Advanced Online Proctoring: Facial Emotion Monitoring with Attentive-Net. 3646-3662 - Kalina Kitova

, Borislava Petrova Vrigazova, Ivan Ivanov:
Improving Financial Distress Prediction through Clustered SMOTE for Imbalanced Data. 3663-3681 - Jabar H. Yousif

, Eimad Abusham, Kelvin Joseph Bwalya, Amir Mohamed Talib
, Mandour Mohamed Ibrahim
, Nuha Mohammed Alshuqayran:
Machine Learning Model Based Analysis of Test Anxiety's Effects on Academic Achievement. 3682-3702 - Helmi Aboulsoud

, Mohamed K. Hassan, Yehia M. Youssef, Iman Ismail Nassef, Desiree Hui:
Artificial Intelligence in Laboratories: A Systematic Review of Existing Applications, Advantages, and Implementation Difficulties. 3703-3713 - Pravig Jeenprecha, Natworapol Rachsiriwatcharabul:

Forecasting the Resignation of Skilled Technicians in Automotive Companies Using Artificial Intelligence: A case study of large car service centers in Thailand. 3717-3735 - B. M. P. Dhanawardhana, K. A. D. Chalana, I. D. S. P. Abeywardena, Nalaka Lankasena

, M. H. Paul:
Enhancing Lost and Found Systems with Multi-Modal Deep Learning: Integrating SBERT and Siamese Networks for Improved Semantic Matching. 3736-3754 - M. Mathumathi, A. Rama:

Automatic Segmentation of Flood Region in Otsu's/Kapur's Threshold Enhanced Images using Deep-Learning Scheme. 3755-3767 - P. D. K. Madhubhashana, H. D. N. V. Jayasekara, G. D. G. N. Jayawardena, B. N. S. Lankasena, Bathiya Seneviratne

:
Development of an Intelligent Fault Diagnosis Tool for iPhone Motherboards: Power Consumption Analysis Using Deep Learning. 3784-3808 - Arbi Haza Nasution, Anggi Hanafiah, Winda Monika, Rajalingam Sokkalingam, Mohd Sham bin Mohamad, Andry Alamsyah

:
Assessing Lag-Llama in Probabilistic Time Series Forecasting for the Indonesian Stock Market. 3809-3833 - A. Selvioglu, Venera Adanova, Maksat Atagoziev:

Feature Extraction and Analysis for GPT-Generated Text. 3834-3849 - Hassane Gharbi, Abu Elnasr E. Sobaih, Nadir Aliane:

The Impact of Artificial Intelligence Usage on Ethical Behaviour and Scientific Research: Does Gender Make a Difference? 3850-3865 - Wei-Yu Chen, Tsang-Long Pao, Yucheng Kao:

Malware Traffic and Ransomware Anomaly Detection Based on Wavelet Time-Frequency Analysis and Deep Learning. 3866-3882 - Husnain Saleem, Muhammad A. Javed, Abdulrhman Alahmadi, Ibrahim Aljubayri, Mohammad Zubair Khan

, Junaid Qadir:
Performance Assessment of ML and DL Models in Detecting Hate Speech from Mixed English-Roman Urdu Text with Small-Scale Datasets. 3883-3899 - Vijay Govindarajan, Sooraj Kumar, Pawan Kumar, Danesh Kumar, Hansa Devi, Ashish Shiwlani:

Early Detection and Risk Stratification of Osteosarcoma, A Rare Tumor, Using Artificial Intelligence: A Systematic Review. 3900-3922 - Mohammed Abdulla Salim Al Husaini, Mohamed Hadi Habaebi, Md. Rafiqul Islam, Yousuf Nasser Said Al Husaini:

Evaluating the Effect of Noisy Thermal Images On the Detection of Early Breast Cancer Using Deep Learning. 3923-3953 - Luis Salazar, Luis Rivera:

A Systematic Review of Factors Influencing the Acceptance Of Artificial Intelligence Devices. 3954-3974 - Mansoor G. Al-Thani:

Traffic Accident Predictive Model for Efficient Resource Allocation in Qatar: A Novel Transformer-Based Approach. 3975-3987 - Laila Abd-Ellatif, Mohammad Abrar, Alaa A. K. Ismaeel

:
ATAD-Net: An Adaptive Deep Learning Framework for Real-Time Financial Fraud Detection. 3988-4003 - Oluwatoyin Esther Akinbowale, Mulatu Fekadu Zerihun, Polly Mashigo:

Mitigating Cyberfraud in Financial Institutions: A Deep Learning Approach using the South African Banking Industry as a Case Study. 4004-4033
Volume 5, Number 3, 2025
- Keshav Kumar K., NVSL Narasimham, A. Ramakrishna Prasad:

Metaheuristic Algorithm for Constrained Optimization in Radiation Therapy Treatment Planning: Design and Performance Comparison. 4034-4052 - Mansoor G. Al-Thani:

The AIM-PRISM Framework: A Novel Strategic Model for Machine Learning and Artificial Intelligence Deployment in National Infrastructure Cybersecurity. 4053-4073 - Osama Deeb, Assef Jafar, Oumayma Al Dakkak:

A Deep Learning Framework for Arabic Continuous Speech Keyword Spotting in Low-Resource Settings Using Isolated-Word Keyword Spotting and Posterior Probability Functions. 4074-4093 - H. M. P. Priyanga, A. K. S. Srinath, J. B. P. Perera, B. N. S. Lankasena, Bathiya Seneviratne

, M. H. Paul:
sEMG-based Hand Gesture Combination Detection via Decision Fusion with CNN/GRU Based Models and Random Forest Classifier. 4094-4114 - Anghelo Aguirre, Luis Salazar:

A Systematic Review of Artificial Intelligence Techniques for Phishing Detection. 4115-4153 - Haru-Tada Sato, Fuka Matsuzaki, Jun-ichiro Takahashi:

Ensemble Bayesian Inference: Leveraging Small Language Models to Achieve Llm-Level Accuracy in Profile Matching Tasks. 4154-4173 - Lai Jingting, Elaina Rose Johar, Yin Junjia, Jiacheng Zheng:

Reskilling and Upskilling in the AI Era. 4174-4195 - Ayenew Guadu, Dawit Dibekulu

, Abebe Walle Menberu:
Artificial Intelligence in African Higher Education: Uses, Misuses, and Ethical Dilemmas. 4196-4221 - Haru-Tada Sato, Fuka Matsuzaki:

Exploring the Limits of Large Language Models: A Systematic Evaluation of Masked Text Processing Ability through MskQA and MskCal. 4222-4241 - Gleb Khaziev:

Detecting Social Stock Pumping in the Russian Equity Market Using Machine Learning. 4242-4259 - Aamir Zeb Shaikh

, Shakil Ahmed, Kiran Hidayat, Minaal Ali, Abdul Rahim, Yamna Iqbal:
Machine Learning Based Localization Techniques. 4274-4291 - Nguyen Thi Phuong Nhun, Pham Thi Huong:

Challenges and Opportunities for Digital Learning Resource Development: An Analysis of AI Application in Vietnamese General Education. 4292-4307 - Cheonsu Jeong

:
Design and Evaluation Methods for LLM-Based Explainable AI (XAI)-Based Human-AI Collaboration Systems. 4308-4341 - Junior Palomino-Chambilla, Josue Laurente-Ticona, Karina Rosas-Paredes, José Sulla-Torres:

Stress Detection Using Smartwatches and Machine Learning: A Bibliometric Analysis. 4342-4355 - Shafika Rahman, Fernaz Narin Nur, Arafat Sahin Afridi, A. H. M. Saiful Islam, Shaheena Sultana

, Nazmus Nessa Moon:
JoTPaRS: A Job Title Prediction and Recommendation System for IT Professionals. 4356-4378 - Pasha Rafiey

, Amin Namadchian:
Mapping Vulnerability Description to MITRE ATT&CK Framework by LLM. 4379-4396
Volume 5, Number 4, 2025
- Tinny Sawhney, Parveen Kumar Lehana:

Extraction of Gender Specific Hidden Information From Head Related Transfer Function Using Machine Learning. 4747-4764 - Santoresh Kumari Dhimann, Rakesh Kumar Yadav

:
Patch-Based Mammogram Cancer Detection Using Attention-Driven CNNs. 4797-4818 - Feng Xing, Fangjun Cui, Kangxin Wang, Xiaoyang Li, Yinkun Chen, Mingming Wu, Lijia Wang:

GaitHead: A Universal Head for Gait Recognition Network. 4819-4836 - Santoresh Kumari Dhimann, Rakesh Kumar Yadav

:
Deep Learning-Driven Pectoral Muscle Detection and Elimination in Digital Mammograms Using U-Net Architecture. 4819-4834 - Asia Othman Aljahdali, Maria Jawah, Jana Bakhalqi, Talah Fairaq:

Detecting Wireless Relay Attacks in NFC Using Deep-Learning. 4765-4796

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