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January 2026

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Table of Contents - PeerJ Computer Science

January 28, 2026

Evaluating video-based synthetic data for training lightweight models in strawberry leaf disease classification

Adnan Miski

https://doi.org/10.7717/peerj-cs.3521

January 28, 2026

New hybrid multi-objective feature selection: Boruta-XGBoost

Tohid Yousefi, Özlem Varlıklar

https://doi.org/10.7717/peerj-cs.3463

January 28, 2026

Towards trustworthy digital health: reliability of uncertainty-aware convolutional neural networks

Luigi Di Biasi, Fabiola De Marco, Matteo Ruggiero, Alessia Auriemma Citarella, Genoveffa Tortora

https://doi.org/10.7717/peerj-cs.3414

January 27, 2026

An optimal diagnosis model for pancreatic cancer prediction based on deep learning method

Venkatesh C., Fahd N. Al-Wesabi, Haya Mesfer Alshahrani, Abdulsamad Ebrahim Yahya, Ajmeera Kiran, Chinna Babu J., Sivayamini L., Afroj Alam

https://doi.org/10.7717/peerj-cs.3541

January 27, 2026

Precision prediction of aquaculture water quality: a spatiotemporal model integrating optimized-LSTM and radial basis function neural networks

Bing Shi, Xu Jin, Yujie Hu, Jianming Jiang, Yueping Sun

https://doi.org/10.7717/peerj-cs.3515

January 27, 2026

Development of hybrid approach for named entity recognition in Uzbek language text

Davlatyor Mengliev, Vladimir Barakhnin, Bahodir Ibragimov, Mukhriddin Eshkulov, Oybek Allamov, Madirimov Shohrux, Otabek Khujaev, Bakhtiyar Rakhimov

https://doi.org/10.7717/peerj-cs.3489

January 27, 2026

Steel surface defect detection based on multi-scale dynamic convolution and lightweight cross-stage fusion

Yuxuan Zhang, Biao Xu, Guanci Yang

https://doi.org/10.7717/peerj-cs.3485

January 27, 2026

Enhancing micro-architecture optimization using explainable fuzzy neural networks with multi-fidelity reinforcement learning

Hassan Alkhiri, Sunil Kumar, Hadeel Alsolai, Hatim Dafaalla, Somia Asklany, Othman Alrusaini, Ali Alqazzaz, Menwa Alshammeri

https://doi.org/10.7717/peerj-cs.3429

January 27, 2026

Multi-level functional network-based PD identification via graph deep learning

Meili Lu, Xiangyu Zhao

https://doi.org/10.7717/peerj-cs.3392

January 27, 2026

A new era in identification of tick genera; artificial intelligence for precision and speed

Ibrahim A. Ame, Abdullahi Ibrahim Umar, Cenk S. Ozverel, Erdal Şanlıdğ, Ayse Seyer, Fadi Al-Turjman, Tamer Sanlidag

https://doi.org/10.7717/peerj-cs.3291

January 26, 2026

PETRoberta: a novel method for charging station site selection evaluation

Zeyang Tang, Wei Rao, Lei Hu, Qibiao Hu, Yang Chen, Yiwen Li

https://doi.org/10.7717/peerj-cs.3373

January 23, 2026

Enhancing scene graph generation via hybrid co-attention and predicate reweighting for long-tail robustness

Fei Ling, Zheyan Zhu, Wen Fan

https://doi.org/10.7717/peerj-cs.3548

January 23, 2026

Hybrid machine learning framework for battery remaining useful life prediction with time-series modelling and statistical validation

Manimala Krishnasamy, Kalpana Alagar Muniandi

https://doi.org/10.7717/peerj-cs.3478

January 21, 2026

The analysis of voltage collapse induced by nonlinear loads in an arc furnace utilising deep learning-driven TabNet and NODE models

Burçak Asal, Saadin Oyucu, Ahmet Aksoz, Mustafa Şeker

https://doi.org/10.7717/peerj-cs.3505

January 21, 2026

Analyzing fish detection and classification in IoT-based aquatic ecosystems through deep learning

Mohd Izzat Mohd Rahman, Amir FakarulIsroq Abdul Razak, Anwar P. P. Abdul Majeed, Rabiu Muazu Musa, Azaini Aizat Abdul Jalil, Ismail Mohd Khairuddin, Muhammad Amirul Abdullah, Mohd Azraai Mohd Razman

https://doi.org/10.7717/peerj-cs.3496

January 20, 2026

Flexible multitask deep learning for lane-aware panoptic segmentation in autonomous driving

Subhasree Pasupathi, Karthikeyan Palanisamy

https://doi.org/10.7717/peerj-cs.3487

January 19, 2026

A machine learning-based decision model for optimal return height in tennis

Jiacai Ma, Bingjie Chen

https://doi.org/10.7717/peerj-cs.3439

January 15, 2026

MOD-YOLOv8: a new YOLOv8-based model for meniscal tear detection in knee MRI

Mehmet Ali Şimşek, Hadi Sasani, Yaşar Mahsut Dinçel, Ahmet Saygılı, Fatih Uysal, Ahmet Sertbaş

https://doi.org/10.7717/peerj-cs.3530

January 15, 2026

A hierarchical multi-scale neural network framework for schistocyte detection in blood smears

Zhijie Luo, Rui Chen, Xinxin He, Haolin Chen, Ling Luo, Li Li, Yang Gu

https://doi.org/10.7717/peerj-cs.3475

January 15, 2026

A multi-round MRC framework incorporating prompt learning for aspect sentiment triple extraction

Zhang Yuyao, Zhiyuan Yan, Xiaodian Zhang, Zhijiang Li

https://doi.org/10.7717/peerj-cs.3456

January 14, 2026

Artificial intelligence-enhanced diagnostics for pediatric asthma and respiratory irregularities using deep learning and wearable sensors

Jinliang Lin, Yijing Tan, Yuming Lin, Xuewen Qiu

https://doi.org/10.7717/peerj-cs.3382

January 12, 2026

FlameVideo: spatiotemporal dehazing-attention networks with benchmark datasets for robust abnormal flame detection

Di Zhang, JiaRui Fan, LinXin Xiong, Meng Ma

https://doi.org/10.7717/peerj-cs.3488

January 12, 2026

Design of a consumer behavior prediction model integrating reinforcement learning and time series analysis in online e-commerce reviews

Zongping Lin, Yingyi Huang, Jing Yang, Chunhu Cui, Yabin Lian, Honglei Zhang, Fadi Al-Turjman

https://doi.org/10.7717/peerj-cs.3451

January 12, 2026

GastroNet: a novel framework for detection and classification of stomach cancers

Asif Raza, Muhammad Javed Iqbal, Ali Raza, Shehzad Ashraf Chaudhry

https://doi.org/10.7717/peerj-cs.3432

January 9, 2026

Prediction of fatigue crack growth rate, maximum strain energy release rate, and total energy dissipation in adhesive bonds: a machine learning approach and interactive R-Shiny panel development

Mustafa Çakır

https://doi.org/10.7717/peerj-cs.3450

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