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January 2026

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Table of Contents - PeerJ Computer Science

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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