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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

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 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 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 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 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

January 8, 2026

Hybrid GNN-Transformer model for multi-omic cancer classification with interpretable pathway-driven feature selection

Yassine EL kati, Shu-Lin Wang, Talal Ahmed Ali Ali

https://doi.org/10.7717/peerj-cs.3415

January 7, 2026

Multi-step-ahead forecasting of bike-sharing demand using multilayer perceptron model with additional timestamp features

Ganjar Alfian, Yuris Mulya Saputra, Wildan Dzaky Ramadhani, Fransiskus Tatas Dwi Atmaji, Umar Farooq, Filip Benes, Norma Latif Fitriyani, Muhammad Syafrudin

https://doi.org/10.7717/peerj-cs.3472

January 6, 2026

Controllable Chinese landscape art creation using adversarially regularized autoencoder

Yu Liu, Haozhe Bai, Yunlong Li, Long Jiang

https://doi.org/10.7717/peerj-cs.3457

January 6, 2026

Collaborative distributed prediction model based on decentralized federated learning for efficient energy resources utilization

Abrar Ahmed, Safdar Ali, Ali Raza, Ibrar Hussain, DoHyeun Kim

https://doi.org/10.7717/peerj-cs.3449

January 5, 2026

Augmenting medical visual question answering with mixup, label smoothing, and layer-wise relevance propagation eXplainable Artificial Intelligence

Sheerin Sitara Noor Mohamed, Kavitha Srinivasan

https://doi.org/10.7717/peerj-cs.3407

January 5, 2026

Optimizing PROAFTN classifier with ant colony algorithm: enhanced diabetes detection benchmarking

Feras Al-Obeidat

https://doi.org/10.7717/peerj-cs.3363

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