Chao Ma

Orcid: 0000-0002-7443-6267

Affiliations:
  • Wuhan University, School of Cyber Science and Engineering, Wuhan, China
  • Hong Kong Polytechnic University, Department of Computing, Hong Kong
  • Wuhan University, School of Computer, China (PhD 2010)


According to our database1, Chao Ma authored at least 33 papers between 2008 and 2023.

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Bibliography

2023
IFL-GAN: Improved Federated Learning Generative Adversarial Network With Maximum Mean Discrepancy Model Aggregation.
IEEE Trans. Neural Networks Learn. Syst., December, 2023

EID-GAN: Generative Adversarial Nets for Extremely Imbalanced Data Augmentation.
IEEE Trans. Ind. Informatics, March, 2023

Efficient Early Warning System in Identifying Enset Bacterial Wilt Disease using Transfer Learning.
Proceedings of the International Joint Conference on Neural Networks, 2023

CCPO: Conservatively Constrained Policy Optimization Using State Augmentation.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022
G-VCFL: Grouped Verifiable Chained Privacy-Preserving Federated Learning.
IEEE Trans. Netw. Serv. Manag., December, 2022

Meta-learning based spatial-temporal graph attention network for traffic signal control.
Knowl. Based Syst., 2022

An agnostic and efficient approach to identifying features from execution traces.
Knowl. Based Syst., 2022

MPTO-MT: A multi-period vehicular task offloading method in 5G HetNets.
J. Syst. Archit., 2022

A mobile edge computing-based applications execution framework for Internet of Vehicles.
Frontiers Comput. Sci., 2022

Analytic Hierarchy Process Based Compatibility Measurement for RFID Protocols.
Proceedings of the 18th International Conference on Mobility, Sensing and Networking, 2022

Multi-timescale History Modeling for Temporal Knowledge Graph Completion.
Proceedings of the 18th International Conference on Mobility, Sensing and Networking, 2022

Urban Traffic Signal Control with Reinforcement Learning from Demonstration Data.
Proceedings of the International Joint Conference on Neural Networks, 2022

Points2Shapelets: A Salience-Guided Shapelets Selection Approach to Time Series Classification.
Proceedings of the International Joint Conference on Neural Networks, 2022

2021
Tackling mode collapse in multi-generator GANs with orthogonal vectors.
Pattern Recognit., 2021

Salience-CAM: Visual Explanations from Convolutional Neural Networks via Salience Score.
Proceedings of the International Joint Conference on Neural Networks, 2021

DEN-DQL: Quick Convergent Deep Q-Learning with Double Exploration Networks for News Recommendation.
Proceedings of the International Joint Conference on Neural Networks, 2021

TSA-GAN: A Robust Generative Adversarial Networks for Time Series Augmentation.
Proceedings of the International Joint Conference on Neural Networks, 2021

BRNN-GAN: Generative Adversarial Networks with Bi-directional Recurrent Neural Networks for Multivariate Time Series Imputation.
Proceedings of the 27th IEEE International Conference on Parallel and Distributed Systems, 2021

Everyone in SDN Contributes: Fault Localization via Well-Designed Rules.
Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021

2020
Edge4TSC: Binary Distribution Tree-Enabled Time Series Classification in Edge Environment.
Sensors, 2020

Sketch-then-Edit Generative Adversarial Network.
Knowl. Based Syst., 2020

2019
An Approach to Time Series Classification Using Binary Distribution Tree.
Proceedings of the 15th International Conference on Mobile Ad-Hoc and Sensor Networks, 2019

2018
A Framework for Hybrid Location Prediction via Decision Tree Classification.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2018

2016
An Architecture for Healthcare Big Data Management and Analysis.
Proceedings of the Health Information Science - 5th International Conference, 2016

2015
A Data Collection and Analysis System for Mobile Group Marketing.
Proceedings of the International Conference on Cloud Computing and Big Data, 2015

An Approach to Social Relationship Ranking on Internet-Based Social Platforms by Tempo-spatial Data Mining Using Location Prediction Technique.
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

2014
Effective social relationship measurement based on user trajectory analysis.
J. Ambient Intell. Humaniz. Comput., 2014

Complex data collection in large-scale RFID systems.
Proceedings of the International Conference on Smart Computing, 2014

2009
An approach for matching communication patterns in parallel applications.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

Implementation of Rate Control in Distributed Wireless Multicast by Neural Network Prediction.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

VFT: An Ontology-Based Tool for Visualization and Formalization of Web Service Composition.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

A Fast H.264 Spatial Downscaling Transcoder for Wireless Communication.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

2008
MPACP: An Approach for Automatic Matching of Parallel Application Communication Patterns.
Proceedings of the 3rd IEEE Asia-Pacific Services Computing Conference, 2008


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