Jianguo Chen

Orcid: 0000-0001-5009-578X

Affiliations:
  • Sun Yat-Sen University, Guangzhou, China


According to our database1, Jianguo Chen authored at least 59 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
TSBG: A Two-Stage Stackelberg Game Algorithm for QoE-Awareness Video Streaming Transmission.
IEEE Trans. Mob. Comput., December, 2024

DMSTG: Dynamic Multiview Spatio-Temporal Networks for Traffic Forecasting.
IEEE Trans. Mob. Comput., June, 2024

HFSCCD: A Hybrid Neural Network for Fetal Standard Cardiac Cycle Detection in Ultrasound Videos.
IEEE J. Biomed. Health Informatics, May, 2024

MVSTT: A Multiview Spatial-Temporal Transformer Network for Traffic-Flow Forecasting.
IEEE Trans. Cybern., March, 2024

A Deep Graph Network with Multiple Similarity for User Clustering in Human-Computer Interaction.
ACM Trans. Multim. Comput. Commun. Appl., February, 2024

Reliability Enhancement Strategies for Workflow Scheduling Under Energy Consumption Constraints in Clouds.
IEEE Trans. Sustain. Comput., 2024

ParaCPI: A Parallel Graph Convolutional Network for Compound-Protein Interaction Prediction.
IEEE ACM Trans. Comput. Biol. Bioinform., 2024

RSKD: Enhanced medical image segmentation via multi-layer, rank-sensitive knowledge distillation in Vision Transformer models.
Knowl. Based Syst., 2024

Integration of preferences in multimodal multi-objective optimization.
Expert Syst. Appl., 2024

LDD-Net: Lightweight printed circuit board defect detection network fusing multi-scale features.
Eng. Appl. Artif. Intell., 2024

Graph Neural Networks for Protein-Protein Interactions - A Short Survey.
CoRR, 2024

Blockchain-empowered Federated Learning: Benefits, Challenges, and Solutions.
CoRR, 2024

iJTyper: An Iterative Type Inference Framework for Java by Integrating Constraint- and Statistically-based Methods.
CoRR, 2024

GDilatedDTA: Graph dilation convolution strategy for drug target binding affinity prediction.
Biomed. Signal Process. Control., 2024

F-CodeLLM: A Federated Learning Framework for Adapting Large Language Models to Practical Software Development.
Proceedings of the 2024 IEEE/ACM 46th International Conference on Software Engineering: Companion Proceedings, 2024

2023
Hamiltonian paths and Hamiltonian cycles passing through prescribed linear forests in star graph with fault-tolerant edges.
Discret. Appl. Math., July, 2023

Synchronous Medical Image Augmentation framework for deep learning-based image segmentation.
Comput. Medical Imaging Graph., March, 2023

Non-cooperative game algorithms for computation offloading in mobile edge computing environments.
J. Parallel Distributed Comput., February, 2023

HN-PPISP: a hybrid network based on MLP-Mixer for protein-protein interaction site prediction.
Briefings Bioinform., January, 2023

A Hybrid Two-Stage Teaching-Learning-Based Optimization Algorithm for Feature Selection in Bioinformatics.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023

Interval-enhanced Graph Transformer solution for session-based recommendation.
Expert Syst. Appl., 2023

2022
Influence of Varied Ambient Population Distribution on Spatial Pattern of Theft from the Person: The Perspective from Activity Space.
ISPRS Int. J. Geo Inf., December, 2022

Interpretable machine learning models for crime prediction.
Comput. Environ. Urban Syst., 2022

Reliability/Performance-Aware Scheduling for Parallel Applications With Energy Constraints on Heterogeneous Computing Systems.
IEEE Trans. Sustain. Comput., 2022

Privacy-Preserving Deep Learning Model for Decentralized VANETs Using Fully Homomorphic Encryption and Blockchain.
IEEE Trans. Intell. Transp. Syst., 2022

MobileUNet-FPN: A Semantic Segmentation Model for Fetal Ultrasound Four-Chamber Segmentation in Edge Computing Environments.
IEEE J. Biomed. Health Informatics, 2022

A configurable deep learning framework for medical image analysis.
Neural Comput. Appl., 2022

HEA-PAS: A hybrid energy allocation strategy for parallel applications scheduling on heterogeneous computing systems.
J. Syst. Archit., 2022

Contact-Fraud Victimization among Urban Seniors: An Analysis of Multilevel Influencing Factors.
ISPRS Int. J. Geo Inf., 2022

Detecting People on the Street and the Streetscape Physical Environment from Baidu Street View Images and Their Effects on Community-Level Street Crime in a Chinese City.
ISPRS Int. J. Geo Inf., 2022

An ultrasound standard plane detection model of fetal head based on multi-task learning and hybrid knowledge graph.
Future Gener. Comput. Syst., 2022

A Spatiotemporal Graph Neural Network for session-based recommendation.
Expert Syst. Appl., 2022

A Survey on Applications of Artificial Intelligence in Fighting Against COVID-19.
ACM Comput. Surv., 2022

Shape and boundary-aware multi-branch model for semi-supervised medical image segmentation.
Comput. Biol. Medicine, 2022

Region-to-boundary deep learning model with multi-scale feature fusion for medical image segmentation.
Biomed. Signal Process. Control., 2022

MANET: Mitral Annulus Point Tracking Network in Cardiac Magnetic Resonance.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

ADAN: An Adversarial Domain Adaptation Neural Network for Early Gastric Cancer Prediction.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
A Domain Adaptive Density Clustering Algorithm for Data With Varying Density Distribution.
IEEE Trans. Knowl. Data Eng., 2021

Dynamic Planning of Bicycle Stations in Dockless Public Bicycle-sharing System Using Gated Graph Neural Network.
ACM Trans. Intell. Syst. Technol., 2021

Dynamic Bicycle Dispatching of Dockless Public Bicycle-sharing Systems Using Multi-objective Reinforcement Learning.
ACM Trans. Cyber Phys. Syst., 2021

Coalition formation for deadline-constrained resource procurement in cloud computing.
J. Parallel Distributed Comput., 2021

2020
Integrative Analysis of Spatial Heterogeneity and Overdispersion of Crime with a Geographically Weighted Negative Binomial Model.
ISPRS Int. J. Geo Inf., 2020

The Spatial Heterogeneity of Factors of Drug Dealing: A Case Study from ZG, China.
ISPRS Int. J. Geo Inf., 2020

Fingerprint classification and identification algorithms for criminal investigation: A survey.
Future Gener. Comput. Syst., 2020

An Intelligent Image Feature Recognition Algorithm With Hierarchical Attribute Constraints Based on Weak Supervision and Label Correlation.
IEEE Access, 2020

A Decision Support System to Provide Criminal Pattern Based Suggestions to Travelers.
Proceedings of the Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices, 2020

2019
A Bi-layered Parallel Training Architecture for Large-Scale Convolutional Neural Networks.
IEEE Trans. Parallel Distributed Syst., 2019

A periodicity-based parallel time series prediction algorithm in cloud computing environments.
Inf. Sci., 2019

PCPD: A Parallel Crime Pattern Discovery System for Large-Scale Spatiotemporal Data Based on Fuzzy Clustering.
Int. J. Fuzzy Syst., 2019

Distributed Deep Learning Model for Intelligent Video Surveillance Systems with Edge Computing.
CoRR, 2019

A Parallel Crime Activity Clustering Algorithm Based on Apache Spark Cloud Computing Platform.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

2018
A disease diagnosis and treatment recommendation system based on big data mining and cloud computing.
Inf. Sci., 2018

Parallel Protein Community Detection in Large-scale PPI Networks Based on Multi-source Learning.
CoRR, 2018

2017
A Parallel Random Forest Algorithm for Big Data in a Spark Cloud Computing Environment.
IEEE Trans. Parallel Distributed Syst., 2017

Modeling Spatial Effect in Residential Burglary: A Case Study from ZG City, China.
ISPRS Int. J. Geo Inf., 2017

Spatial Variation Relationship between Floating Population and Residential Burglary: A Case Study from ZG, China.
ISPRS Int. J. Geo Inf., 2017

2016
A Parallel Patient Treatment Time Prediction Algorithm and Its Applications in Hospital Queuing-Recommendation in a Big Data Environment.
IEEE Access, 2016

2013
A Structured Information Extraction Algorithm for Scientific Papers based on Feature Rules Learning.
J. Softw., 2013

2010
Study on Method of Web Content Mining for Non-XML Documents.
Proceedings of the Information Computing and Applications - International Conference, 2010


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