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January 2026

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Table of Contents - PeerJ Computer Science

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 15, 2026

Energy awareness prediction model based on multi-agent decision-making modeling in green supply chain marketing strategy

Menghan Chen

https://doi.org/10.7717/peerj-cs.3440

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

Improved bipartite plots of ecological networks using the k-core decomposition with the BipartGraph application

Javier Garcia-Algarra

https://doi.org/10.7717/peerj-cs.3526

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 13, 2026

R-NTN: a robust detection method for Ethereum phishing attacks based on multi-dimensional transaction features

Wei Ma, Longlong Wang, Mingming Gao, Yangrui Yang

https://doi.org/10.7717/peerj-cs.3445

January 13, 2026

MS-YieldStackNet: multi-source data fusion for wheat yield estimation using a stacked ensemble neural network

Waqas Ali, Zeeshan Ramzan, Muhammad Shahbaz, Qamar Ul Zaman Bhutta, Muhammad Talha, Mohammed J. AlGhamdi

https://doi.org/10.7717/peerj-cs.3434

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 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 9, 2026

Adaptive route optimization in tourism using ant colony graph neural networks with deep learning

Xiaoxi Ji, Xuehua Shen

https://doi.org/10.7717/peerj-cs.3366

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

MS-YOLO11: a multidimensional synergistic you only look once 11 algorithm for pulmonary nodule detection

Jibin Yin, Jia’nan Zhao, Xiangliang Zhang

https://doi.org/10.7717/peerj-cs.3473

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 7, 2026

Deriving groundwater storage anomalies based on GRACE data and drought prediction using deep learning

Yunna Tian, LangLang Hao, Qi Zhang, Hui Yuan, YongHua Zhu

https://doi.org/10.7717/peerj-cs.3459

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

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