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Current Issue - January 2026

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 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 Şanlıdağ, Ayse Seyer, Fadi Al-Turjman, Tamer Sanlidag

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

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

Study on slurry mass concentration prediction method driven by multi-source data fusion

Hongyan Wang, Kecheng Wang, Shu Wang, Lanhao Wang, Jing Nan, Wei Dai

https://doi.org/10.7717/peerj-cs.3512

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

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 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 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 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 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

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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