Vol. 4 No. 2 (JBDC 2026)_Journal of Big Data and Computing (ISSN: 2959-0590)-STEMM Institute Press

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Vol. 4 No. 2 (JBDC 2026)

Research on Asset Return Rate Prediction of Listed Companies Based on Random Forest and XGBoost Hybrid Artificial Intelligence Algorithm

Yong Xiong1,2, Zhiming Wu3,*, Liu’an He1, Xiaoyan Zhang1, Zhu Zheng4, Fang Lan1, Hui Mi1, Yijia Liu1, Zongjun Lan1, Jinglin Huang1, Rui Li1, Meiyan Pang1

DOI: https://doi.org/10.62517/jbdc.202601201

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Research on a Lightweight Multi-Object Detection Algorithm for Robots Used in Tunnel Inspection

Jingze Wu1,#, Bilie Lou1,#, Yihang He2,*

DOI: https://doi.org/10.62517/jbdc.202601202

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Intention-Situation Dual-Driven Anti-Jamming Communication Mechanism for Data Links

Wenjing Yang

DOI: https://doi.org/10.62517/jbdc.202601203

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A Microblog Rumor Detection Model Integrating Multi-Dimensional Emotional Features

Siqi Chen*

DOI: https://doi.org/10.62517/jbdc.202601204

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Research on Lightweight and NPU Hardware Acceleration of ViT Model Based on Pruning-Distillation-Quantization

Meilin Deng

DOI: https://doi.org/10.62517/jbdc.202601205

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Overview of Lightweight Technology for Pedestrian Detection Based on YOLOv8

Tan Li

DOI: https://doi.org/10.62517/jbdc.202601206

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Research on Vision-Based Recognition Algorithm for Roadside Cross-Field Targets

Liangdong Zuo1,2,*, Jia Liu1, Jie Li3, Hejia Li1

DOI: https://doi.org/10.62517/jbdc.202601207

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A Mathematical Optimization Review of the Federated Learning Model Aggregation Mechanism Incorporating Secure Multi-Party Computation

Tianyi Su

DOI: https://doi.org/10.62517/jbdc.202601208

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Research on Optimization Strategies of Computer Network Security Technology in the Era of Big Data

Qiyi Liang, Yuqing Gong

DOI: https://doi.org/10.62517/jbdc.202601209

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Tumor Event Extraction based on Semantic Features and Its Application in Auxiliary Diagnosis and Treatment

Xiaoxue Li*, Bairu Jia, Yao Liu

DOI: https://doi.org/10.62517/jbdc.202601210

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Construction and Validation of a Neural Network-Based Blended Teaching Quality Evaluation Model

Dongxue Tu1,2

DOI: https://doi.org/10.62517/jbdc.202601211

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Research on Visibility Level Classification Method of Local Fog Based on Residual Network

Canwei Weng, Tianyuan Liu

DOI: https://doi.org/10.62517/jbdc.202601212

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Research on Optimization of Manufacturing Workshop Facility Layout Based on Simulation and Genetic Algorithm

Jiarong Li

DOI: https://doi.org/10.62517/jbdc.202601213

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FL-PRCR: A Preserving Federated Learning Framework for Cross-Institutional Financial Risk Control with Interpretability and Compliance

Dinglong Li

DOI: https://doi.org/10.62517/jbdc.202601214

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Research on Multi-modal Data Fusion and Decision Explanation System for Autonomous Driving Based on Large Language Models

Jinyao Lu

DOI: https://doi.org/10.62517/jbdc.202601215

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Research on Dialogue Interaction Mechanism of Multimodal Speech Agents Driven by Large Language Models

Mi’na Yan

DOI: https://doi.org/10.62517/jbdc.202601216

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Review of Lightweight Research Based on YOLOv4 Model

Yuchen Lin

DOI: https://doi.org/10.62517/jbdc.202601217

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Research on Cognitive Augmented Real-Time Decision-Making Technology Based on Cross-Modal Biological Signal Fusion

Jiayi Shen, Luyan Shen, Sitong Ruan, Zhihui Xu, Jingyi Xu*

DOI: https://doi.org/10.62517/jbdc.202601218

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A Lightweight YOLO26 Pavement Defect Detection Method for Complex Pavement Environments

Borong Zhu1, Kaiying Tian1, Qihao Xu1, Yixuan Wang1, Dingyu Wu2, Tianyuan Liu1,*

DOI: https://doi.org/10.62517/jbdc.202601219

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Design of a Photovoltaic Panel Defect Detection System Based on the YOLO Algorithm

Jingjing Liu, Yihuan Zhang, Zikang Shao, Xinyu Zhang, Jingyi Yang, Dongyang Zhang, Boyang Zhang, Ruian Yan*

DOI: https://doi.org/10.62517/jbdc.202601220

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Design and Implementation of Adaptive Psychological Perception System Based on Edge-Cloud Collaboration and Distributed SVM Ensemble for Handwriting Analysis

Yike Duan1, Jinbao Li1, Yinhui Gao1, Guangyan Wang2,*

DOI: https://doi.org/10.62517/jbdc.202601221

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Design and Implementation of a Microliter-Scale Batch Test Tube Pipetting Device Based on Mega2560 and RS485 Communication

Yichong Li1, Leheng Wang1, Changtao Yang1, Yicheng Shen1, Guanghong Xin1,2

DOI: https://doi.org/10.62517/jbdc.202601222

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Construction and Application of an MR-BP Neural Network Combined Forecasting Model Based on Adaptive Weighted Fusion

Yao Wang, Zhixiang Yang*

DOI: https://doi.org/10.62517/jbdc.202601223

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Two-Client Scheduling with Order Selection

Qi Feng*, Liangliang Su

DOI: https://doi.org/10.62517/jbdc.202601224

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The Impact of Cloud Computing on Information Security Management in Universities and Its Countermeasure Analysis

Zhang Heng

DOI: https://doi.org/10.62517/jbdc.202601225

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Attention-Centric YOLOv12 for Real-Time Fine-Grained Waste Detection in the TACO Dataset

Hongye Wu*

DOI: https://doi.org/10.62517/jbdc.202601226

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Quantitative Analysis of the Avalanche Effect of Different Hash Functions Based on Chi-Squared and T-Tests

Liyuan Zhao

DOI: https://doi.org/10.62517/jbdc.202601227

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Research on Automatic Diagnosis Model of Dental Radiographs Based on Deep Learning

Zuoting Qin, Fang Fang*, Zhichen Xie

DOI: https://doi.org/10.62517/jbdc.202601228

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