Hua Fang

Orcid: 0000-0002-5026-1132

Affiliations:
  • University of Massachusetts Dartmouth, Department of Computer and Information Science, Dartmouth, MA, USA
  • University of Massachusetts Medical School, Department of Quantitative Health Sciences, Worcester, MA, USA
  • University of Nebraska Lincoln, Office of Research, Lincoln, NE, USA
  • Ohio University, Athens, OH, USA (PhD 2006)


According to our database1, Hua Fang authored at least 76 papers between 2007 and 2024.

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

Timeline

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Bibliography

2024
Federated Fuzzy Clustering for Decentralized Incomplete Longitudinal Behavioral Data.
IEEE Internet Things J., April, 2024

2023
Cooperative Perception With V2V Communication for Autonomous Vehicles.
IEEE Trans. Veh. Technol., September, 2023

Short: Precision Polysubstance Use Episode Detection in Wearable Biosensor Data Streams.
Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2023

2022
Beamforming and Scalable Image Processing in Vehicle-to-Vehicle Networks.
J. Signal Process. Syst., 2022

Dual Mode Localization Assisted Beamforming for mmWave V2V Communication.
IEEE Trans. Veh. Technol., 2022

An Overview of Wireless Body Area Networks for Mobile Health Applications.
IEEE Netw., 2022

An Overview of Wearable Biosensor Systems for Real-Time Substance Use Detection.
IEEE Internet Things J., 2022

A Multilevel Biosensor-Based Epidemic Simulation Model for COVID-19.
IEEE Internet Things J., 2022

A Survey of Collaborative Machine Learning Using 5G Vehicular Communications.
IEEE Commun. Surv. Tutorials, 2022

On-Ramp Merging for Connected Autonomous Vehicles using Deep Reinforcement Learning.
Proceedings of the 2022 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2022

Poster: Intelligent fuzzifier-based cluster validation for incomplete longitudinal digital trial data.
Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2022

Federated Fuzzy Clustering for Longitudinal Health Data.
Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2022

2021
Machine-Learning-Enabled Cooperative Perception for Connected Autonomous Vehicles: Challenges and Opportunities.
IEEE Netw., 2021

Adaptive Vehicle Platooning with Joint Network-Traffic Approach.
Proceedings of the IEEE Global Communications Conference, 2021

EDA-based Data Stream Pattern Analysis and Peak Detection Algorithm for Substance Users.
Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2021

2020
Prospects of 60 GHz mmWave WBAN: A PHY-MAC Joint Approach.
IEEE Trans. Veh. Technol., 2020

Overview of Quantum Technologies, Standards, and their Applications in Mobile Devices.
GetMobile Mob. Comput. Commun., 2020

Smart Spectrum Switching and Beamforming for Wireless Body Area Networks in Dynamic Environment.
J. Commun. Inf. Networks, 2020

Making the Switch to 5G and 60 GHz in mHealth Applications Using USRP Hardware.
IEEE Internet Comput., 2020

A New Emulation Platform for Real-time Machine Learning in Substance Use Data Streams.
Proceedings of the 21st International Conference on Information Reuse and Integration for Data Science, 2020

An Adaptive and Dynamic Biosensor Epidemic Model for COVID-19.
Proceedings of the 21st International Conference on Information Reuse and Integration for Data Science, 2020

Harmonizing Wearable Biosensor Data Streams to Test Polysubstance Detection.
Proceedings of the International Conference on Computing, Networking and Communications, 2020

Coverage Analysis of Random UAV Networks Using Percolation Theory.
Proceedings of the International Conference on Computing, Networking and Communications, 2020

Deep Learning-based Adaptive Beamforming for mmWave Wireless Body Area Network.
Proceedings of the IEEE Global Communications Conference, 2020

Smart Spectrum Switching in Wireless Body Area Networks.
Proceedings of the IEEE Global Communications Conference, 2020

2019
A Data-Centric Cognitive Gateway with Distributed MIMO for Future Smart Homes.
IEEE Wirel. Commun., 2019

A Feature-Based Learning System for Internet of Things Applications.
IEEE Internet Things J., 2019

An Integrated Wearable Sensor for Unobtrusive Continuous Measurement of Autonomic Nervous System.
IEEE Internet Things J., 2019

Blockchain-Based Internet of Vehicles: Distributed Network Architecture and Performance Analysis.
IEEE Internet Things J., 2019

Percolation analysis of large-scale wireless balloon networks.
Digit. Commun. Networks, 2019

Artificial Intelligence (AI) Driven Wireless Body Area Networks: Challenges and Directions.
Proceedings of the IEEE International Conference on Industrial Internet, 2019

Integrated Node Authentication and Key Distribution Method for Body Area Network.
Proceedings of the International Conference on Computing, Networking and Communications, 2019

Neuro-Fuzzy classifier for longitudinal behavioral intervention data.
Proceedings of the International Conference on Computing, Networking and Communications, 2019

Poster Abstract: Detecting Kratom Intoxication in Wearable Biosensor Data.
Proceedings of the 4th IEEE/ACM International Conference on Connected Health: Applications, 2019

2018
An Enhanced Visualization Method to Aid Behavioral Trajectory Pattern Recognition Infrastructure for Big Longitudinal Data.
IEEE Trans. Big Data, 2018

A New Efficient Scheme for Securely Growing WBAN Nodes.
Proceedings of the IEEE International Conference on Industrial Internet, 2018

Automatic Detection of Opioid Intake Using Wearable Biosensor.
Proceedings of the 2018 International Conference on Computing, 2018

eFCM: An Enhanced Fuzzy C-Means Algorithm for Longitudinal Intervention Data.
Proceedings of the 2018 International Conference on Computing, 2018

SensoRing: An Integrated Wearable System for Continuous Measurement of Physiological Biomarkers.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

A Computational Efficient Fuzzy Clustering Algorithm for Big Incomplete Longitudinal Trial Data.
Proceedings of the Third IEEE/ACM International Conference on Connected Health: Applications, 2018

2017
A Wireless Health Monitoring System Using Mobile Phone Accessories.
IEEE Internet Things J., 2017

Group-Based Cooperation on Symmetric Key Generation for Wireless Body Area Networks.
IEEE Internet Things J., 2017

A new mining method to detect real time substance use events from wearable biosensor data stream.
Proceedings of the 2017 International Conference on Computing, 2017

Coexistence in millimeter-wave WBAN: A game theoretic approach.
Proceedings of the 2017 International Conference on Computing, 2017

Evaluate clustering performance and computational efficiency for PSO based fuzzy clustering methods in processing big imbalanced data.
Proceedings of the IEEE International Conference on Communications, 2017

Secure and efficient key generation and agreement methods for wireless body area networks.
Proceedings of the IEEE International Conference on Communications, 2017

Simulating Normal and Abnormal ECG Signals in Children Age 0-16.
Proceedings of the Second IEEE/ACM International Conference on Connected Health: Applications, 2017

2016
Wireless Health
Springer Briefs in Computer Science, Springer, ISBN: 978-3-319-47946-0, 2016

Multiple Imputation based Clustering Validation (MIV) for Big Longitudinal Trial Data with Missing Values in eHealth.
J. Medical Syst., 2016

A New MI-Based Visualization Aided Validation Index for Mining Big Longitudinal Web Trial Data.
IEEE Access, 2016

ESammon: A computationaly enhanced sammon mapping based on data density.
Proceedings of the 2016 International Conference on Computing, 2016

A Real Time and Non-Contact Multiparameter Wearable Device for Health Monitoring.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Multiple-vs Non-or Single-Imputation Based Fuzzy Clustering for Incomplete Longitudinal Behavioral Intervention Data.
Proceedings of the First IEEE International Conference on Connected Health: Applications, 2016

2015
Cluster-Based Epidemic Control through Smartphone-Based Body Area Networks.
IEEE Trans. Parallel Distributed Syst., 2015

Modeling Epidemics Spreading on Social Contact Networks.
IEEE Trans. Emerg. Top. Comput., 2015

A survey of big data research.
IEEE Netw., 2015

iMStrong: Deployment of a Biosensor System to Detect Cocaine Use.
J. Medical Syst., 2015

Visualization aided engagement pattern validation for big longitudinal web behavior intervention data.
Proceedings of the 17th International Conference on E-health Networking, 2015

A novel initialization method for particle swarm optimization-based FCM in big biomedical data.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

Using probabilistic approach to joint clustering and statistical inference: Analytics for big investment data.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014
Socialized WBANs in mobile sensing environments.
IEEE Netw., 2014

DAG-searched and Density-based Initial Centroid Location Method for Fuzzy Clustering of Big Biomedical Data.
Proceedings of the 8th International Conference on Bio-inspired Information and Communications Technologies, 2014

Performance Analysis of Wearable UWB Logo Antenna for Healthcare Monitoring.
Proceedings of the 8th International Conference on Bio-inspired Information and Communications Technologies, 2014

2013
Interference Mitigation for Cyber-Physical Wireless Body Area Network System Using Social Networks.
IEEE Trans. Emerg. Top. Comput., 2013

Bridging Vital Signs and Social Interactions for Resource-Constrained epidemic Control.
Int. J. Inf. Technol. Decis. Mak., 2013

Improving Patients' Electronic Health Record Comprehension with NoteAid.
Proceedings of the MEDINFO 2013, 2013

Effective epidemic control and source tracing through mobile social sensing over WBANs.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Pattern Recognition of Big Nutritional Data in RCT.
Proceedings of the 8th International Conference on Body Area Networks, 2013

Channel Information based Cryptography and Authentication in Wireless Body Area Networks.
Proceedings of the 8th International Conference on Body Area Networks, 2013

2012
ECG-Cryptography and Authentication in Body Area Networks.
IEEE Trans. Inf. Technol. Biomed., 2012

Epidemic Control Based on Fused Body Sensed and Social Network Information.
Proceedings of the 32nd International Conference on Distributed Computing Systems Workshops (ICDCS 2012 Workshops), 2012

2011
An Integrated Biometric-Based Security Framework Using Wavelet-Domain HMM in Wireless Body Area Networks (WBAN).
Proceedings of IEEE International Conference on Communications, 2011

2010
A new nonlinear classifier with a penalized signed fuzzy measure using effective genetic algorithm.
Pattern Recognit., 2010

2009
Pattern Recognition of longitudinal Trial Data with nonignorable Missingness: an Empirical Case Study.
Int. J. Inf. Technol. Decis. Mak., 2009

2007
A Bayesian Multilevel Modeling Approach for Data Query in Wireless Sensor Networks.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

Nonlinear Classification by Genetic Algorithm with Signed Fuzzy Measure.
Proceedings of the FUZZ-IEEE 2007, 2007


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