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January 2026

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Table of Contents - PeerJ Computer Science

January 15, 2026

A comprehensive dataset of Infant Facial Expressions of Pain Intensity

Zafar Khan, Yeon-kug Moon, Soliman Aljarboa, Irshad Ahmad, Hayat Muhammad, Faheem Khan

https://doi.org/10.7717/peerj-cs.2929

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 13, 2026

Temporal and modal contributions to smartphone-based multimodal driving behavior classification: a comparative study of classical, deep learning, and patch-based time series transformer models

Ensar Arif Sağbaş

https://doi.org/10.7717/peerj-cs.3493

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

Refining small object detection in aerial images with PF-DETR: a progressive fusion approach

Jing Liu, Yanyan Cao, Chunyu Dong, Pan Li, Xin Zhang, Yong Liang

https://doi.org/10.7717/peerj-cs.3470

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 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

Evaluating large language models’ Arabic grammar error corrections and explanations

Kousar Mohi, Imtiaz Ahmad, Sa’ed Abed

https://doi.org/10.7717/peerj-cs.3486

January 8, 2026

Adaptive learning rate optimized hybrid model for early identification of children with autism

Faris Algahtani, Sultan Alzahrani

https://doi.org/10.7717/peerj-cs.3483

January 8, 2026

Cross-subject G-softmax deep domain generalization motor imagery classification in brain–computer interfaces

Darong Liu, Chaw Seng Woo, Shier Nee Saw, Yiqing He

https://doi.org/10.7717/peerj-cs.3481

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

Clustering student argumentation types by implementing a multi-document clustering model: a combination of Pytorch and BERT

Tri Wahyuningsih, Danny Manongga, Irwan Sembiring

https://doi.org/10.7717/peerj-cs.3431

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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