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Junqi Guo

An XGBoost-based physical fitness evaluation model using advanced feature selection and Bayesian hyper-parameter optimization for wearable running monitoring
2019 · Junqi Guo, Lan Yang, et al. · Computer Networks · 141
Automatic facial expression recognition based on a deep convolutional-neural-network structure
2017 · Ke Shan, Junqi Guo, et al. · IEEE International Conference on Software Engineering Research, Management and Applications (SERA) · 134
A Summary of Research on Blockchain in the Field of Intellectual Property
2019 · Junyao Wang, Shenling Wang, et al. · Procedia Computer Science · 92
Smartphone-Based Patients’ Activity Recognition by Using a Self-Learning Scheme for Medical Monitoring
2016 · Junqi Guo, Xi Zhou, et al. · Journal of Medical Systems · 74
An AI-Application-Oriented In-Class Teaching Evaluation Model by Using Statistical Modeling and Ensemble Learning
2021 · Junqi Guo, Ludi Bai, et al. · Sensors · 62
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Structural health monitoring by using a sparse coding-based deep learning algorithm with wireless sensor networks
2014 · Junqi Guo, Xiaobo Xie, et al. · Personal and Ubiquitous Computing · 55
Molecular basis of peripheral olfactory sensing during oviposition in the behavior of the parasitic wasp Anastatus japonicus
2017 · Yinliang Wang, Qi Chen, et al. · Insect Biochemistry and Molecular Biology · 51
Square-root unscented Kalman filtering-based localization and tracking in the Internet of Things
2013 · Junqi Guo, Hongyang Zhang, et al. · Personal and Ubiquitous Computing · 49
Optimized CNN Based Image Recognition Through Target Region Selection
2017 · Wu Hao, Rongfang Bie, et al. · Optik · 46
Deep Learning Based Affective Model for Speech Emotion Recognition
2016 · Xi Zhou, Junqi Guo, et al. · 36
A New Approach of Intelligent Physical Health Evaluation based on GRNN and BPNN by Using a Wearable Smart Bracelet System
2019 · Yazhu Dai, Junqi Guo, et al. · Procedia Computer Science · 35
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Environmental Effect Removal Based Structural Health Monitoring in the Internet of Things
2013 · Hongyang Zhang, Junqi Guo, et al. · International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS) · 35
A Practical Privacy-Preserving Publishing Mechanism Based on Personalized k-Anonymity and Temporal Differential Privacy for Wearable IoT Applications
2021 · Junqi Guo, Minghui Yang, et al. · Symmetry · 32
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A data-driven framework for learners’ cognitive load detection using ECG-PPG physiological feature fusion and XGBoost classification
2019 · Chixiang Wang, Junqi Guo · Procedia Computer Science · 30
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Emotional Monitoring of Learners Based on EEG Signal Recognition
2020 · Ludi Bai, Junqi Guo, et al. · Procedia Computer Science · 24
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Neural-network based structural health monitoring with wireless sensor networks
2013 · Xiaobo Xie, Junqi Guo, et al. · International Conference on Natural Computation (ICNC) · 19
A Teenager Physical Fitness Evaluation Model Based on 1D-CNN with LSTM and Wearable Running PPG Recordings
2022 · Junqi Guo, Boxin Wan, et al. · Biosensors · 18
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Automated Detection of Multiple Lesions on Chest X-ray Images: Classification Using a Neural Network Technique with Association-Specific Contexts
2020 · Shuaijing Xu, Junqi Guo, et al. · Applied Sciences · 15
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A novel FMH model for road extraction from high-resolution remote sensing images in urban areas
2019 · Muzhu Hong, Junqi Guo, et al. · Procedia Computer Science · 15
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Motion Recognition by Using a Stacked Autoencoder-Based Deep Learning Algorithm with Smart Phones
2015 · Xi Zhou, Junqi Guo, et al. · Lecture notes in computer science · 15
CNN refinement based object recognition through optimized segmentation
2017 · Hao Wu, Rongfang Bie, et al. · Optik · 14
Context Sensing System Analysis for Privacy Preservation Based on Game Theory
2017 · Shengling Wang, Luyun Li, et al. · Sensors · 14
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A physiological data‐driven model for learners' cognitive load detection using HRV‐PRV feature fusion and optimized XGBoost classification
2019 · Junqi Guo, Yazhu Dai, et al. · Software Practice and Experience · 12
DSC-HRNet: a lightweight teaching pose estimation model with depthwise separable convolution and deep high-resolution representation learning in computer-aided education
2023 · Ziyun Zhao, Aohua Song, et al. · International Journal of Information Technology · 9
A Random Forest-Based Accuracy Prediction Model for Augmented Biofeedback in a Precision Shooting Training System
2020 · Junqi Guo, Lan Yang, et al. · Sensors · 8
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Works count: 72
Citation count: 1,144
H-index: 17
I10-index: 23
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