Dan Chen

Orcid: 0000-0002-7055-141X

Affiliations:
  • Wuhan University, School of Computer, China
  • China University of Geosciences, Wuhan, China (former)
  • Yanshan University, Institute of Electrical Engineering, Qinhuangdao, China (former)
  • University of Birmingham, UK (former)
  • Nanyang Technological University, School of Computer Engineering, Singapore (PhD 2006)


According to our database1, Dan Chen authored at least 133 papers between 2003 and 2024.

Collaborative distances:

Timeline

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Bibliography

2024
Optimization of mitigation deployment using deep reinforcement learning over an enhanced ATT &CK.
Computing, December, 2024

Correction to: Adaptive machine learning in the IoT-edge-cloud continuum.
Computing, April, 2024

Adaptive machine learning in the IoT-edge-cloud continuum.
Computing, April, 2024

Transformer-BLS: An efficient learning algorithm based on multi-head attention mechanism and incremental learning algorithms.
Expert Syst. Appl., March, 2024

A multi-task learning model with reinforcement optimization for ASD comorbidity discrimination.
Comput. Methods Programs Biomed., January, 2024

V2IED: Dual-view learning framework for detecting events of interictal epileptiform discharges.
Neural Networks, 2024

Scale-variant structural feature construction of EEG stream via component-increased Dynamic Tensor Decomposition.
Knowl. Based Syst., 2024

Accurate apnea and hypopnea localization in PSG with Multi-scale object detection via Dual-modal Feature Learning.
Biomed. Signal Process. Control., 2024

2023
A knowledge-based learning framework for self-supervised pre-training towards enhanced recognition of biomedical microscopy images.
Neural Networks, October, 2023

Corrigendum to "Functional Connectivity Learning via Siamese-based SPD Matrix Representation of Brain Imaging Data" [Neural Networks 163 (2023) 272-285].
Neural Networks, July, 2023

Enhanced Bayesian Factorization With Variant Scale Partitioning for Multivariate Time Series Analysis.
IEEE Trans. Knowl. Data Eng., April, 2023

Bayesian Algorithms for Joint Estimation of Brain Activity and Noise in Electromagnetic Imaging.
IEEE Trans. Medical Imaging, March, 2023

EEG Reconstruction With a Dual-Scale CNN-LSTM Model for Deep Artifact Removal.
IEEE J. Biomed. Health Informatics, March, 2023

Deep EEG Superresolution via Correlating Brain Structural and Functional Connectivities.
IEEE Trans. Cybern., 2023

Functional connectivity learning via Siamese-based SPD matrix representation of brain imaging data.
Neural Networks, 2023

Learning graph-based relationship of dual-modal features towards subject adaptive ASD assessment.
Neurocomputing, 2023

2022
Adaptive density peaks clustering: Towards exploratory EEG analysis.
Knowl. Based Syst., 2022

Adaptive feature selection with shapley and hypothetical testing: Case study of EEG feature engineering.
Inf. Sci., 2022

Dimensionality Reduction Methods for Brain Imaging Data Analysis.
ACM Comput. Surv., 2022

2021
Incremental Factorization of Big Time Series Data with Blind Factor Approximation.
IEEE Trans. Knowl. Data Eng., 2021

A lightweight solution to epileptic seizure prediction based on EEG synchronization measurement.
J. Supercomput., 2021

Toward security as a service: A trusted cloud service architecture with policy customization.
J. Parallel Distributed Comput., 2021

Dual-CNN based multi-modal sleep scoring with temporal correlation driven fine-tuning.
Neurocomputing, 2021

Subject sensitive EEG discrimination with fast reconstructable CNN driven by reinforcement learning: A case study of ASD evaluation.
Neurocomputing, 2021

SLA Management for Big Data Analytical Applications in Clouds: A Taxonomy Study.
ACM Comput. Surv., 2021

Automated sleep spindle detection with mixed EEG features.
Biomed. Signal Process. Control., 2021

Fast and Accurate Lane Detection via Frequency Domain Learning.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

2020
Improving Brain E-Health Services via High-Performance EEG Classification With Grouping Bayesian Optimization.
IEEE Trans. Serv. Comput., 2020

Robust Empirical Bayesian Reconstruction of Distributed Sources for Electromagnetic Brain Imaging.
IEEE Trans. Medical Imaging, 2020

Cloud-aided online EEG classification system for brain healthcare: A case study of depression evaluation with a lightweight CNN.
Softw. Pract. Exp., 2020

Editorial for the special issue on big time series data.
Computing, 2020

Mobile person re-identification with a lightweight trident CNN.
Sci. China Inf. Sci., 2020

2019
A Type-Aware Approach to Message Clustering for Protocol Reverse Engineering.
Sensors, 2019

Person re-identification with multiple similarity probabilities using deep metric learning for efficient smart security applications.
J. Parallel Distributed Comput., 2019

Inter-region Synchronization Analysis Based on Heterogeneous Matrix Similarity Measurement.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

2018
Semi-Supervised Cross-View Projection-Based Dictionary Learning for Video-Based Person Re-Identification.
IEEE Trans. Circuits Syst. Video Technol., 2018

Bayesian tensor factorization for multi-way analysis of multi-dimensional EEG.
Neurocomputing, 2018

UGV Navigation Optimization Aided by Reinforcement Learning-Based Path Tracking.
IEEE Access, 2018

Towards Brain Big Data Classification: Epileptic EEG Identification With a Lightweight VGGNet on Global MIC.
IEEE Access, 2018

2017
H-PARAFAC: Hierarchical Parallel Factor Analysis of Multidimensional Big Data.
IEEE Trans. Parallel Distributed Syst., 2017

Software systems for data-centric smart city applications.
Softw. Pract. Exp., 2017

Brain big data processing with massively parallel computing technology: challenges and opportunities.
Softw. Pract. Exp., 2017

Trusted Performance Analysis on Systems With a Shared Memory.
IEEE Syst. J., 2017

Comprehensive Association Rules Mining of Health Examination Data with an Extended FP-Growth Method.
Mob. Networks Appl., 2017

Sharpness-preservation video upscaling.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

2015
Opportunistic Databank: A context Aware on-the-fly Data Center for Mobile Networks.
Proceedings of the Handbook on Data Centers, 2015

Modeling and Simulation of Data Center Networks.
Proceedings of the Handbook on Data Centers, 2015

A Parallel File System with Application-Aware Data Layout Policies for Massive Remote Sensing Image Processing in Digital Earth.
IEEE Trans. Parallel Distributed Syst., 2015

Parallel Processing of Dynamic Continuous Queries over Streaming Data Flows.
IEEE Trans. Parallel Distributed Syst., 2015

Parallel Simulation of Complex Evacuation Scenarios with Adaptive Agent Models.
IEEE Trans. Parallel Distributed Syst., 2015

Fast and Scalable Multi-Way Analysis of Massive Neural Data.
IEEE Trans. Computers, 2015

Towards Modeling Large-Scale Data Flows in a Multidatacenter Computing System With Petri Net.
IEEE Syst. J., 2015

A survey on text mining in social networks.
Knowl. Eng. Rev., 2015

A high performance framework for modeling and simulation of large-scale complex systems.
Future Gener. Comput. Syst., 2015

Towards adaptive synchronization measurement of large-scale non-stationary non-linear data.
Future Gener. Comput. Syst., 2015

Towards an Efficient Multi-way Factorization of Multi-dimensional Big Data across a GPU Cluster.
Proceedings of the 19th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2015

2014
Task-Tree Based Large-Scale Mosaicking for Massive Remote Sensed Imageries with Dynamic DAG Scheduling.
IEEE Trans. Parallel Distributed Syst., 2014

Towards Improving Social Communication Skills With Multimodal Sensory Information.
IEEE Trans. Ind. Informatics, 2014

Variation-Aware Layer Assignment With Hierarchical Stochastic Optimization on a Multicore Platform.
IEEE Trans. Emerg. Top. Comput., 2014

High throughput wavelet coherence analysis of neural series.
Int. J. Ad Hoc Ubiquitous Comput., 2014

Modeling and simulation for natural disaster contingency planning driven by high-resolution remote sensing images.
Future Gener. Comput. Syst., 2014

DDDAS-Based Parallel Simulation of Threat Management for Urban Water Distribution Systems.
Comput. Sci. Eng., 2014

2013
Energy and Security Awareness in Evolutionary-Driven Grid Scheduling.
Proceedings of the Evolutionary Based Solutions for Green Computing, 2013

Massively parallel Modelling & Simulation of large crowd with GPGPU.
J. Supercomput., 2013

Solving symbolic regression problems with uniform design-aided gene expression programming.
J. Supercomput., 2013

Comparative study of trust and reputation systems for wireless sensor networks.
Secur. Commun. Networks, 2013

A survey on resource allocation in high performance distributed computing systems.
Parallel Comput., 2013

Natural Disaster Monitoring with Wireless Sensor Networks: A Case Study of Data-intensive Applications upon Low-Cost Scalable Systems.
Mob. Networks Appl., 2013

G-Hadoop: MapReduce across distributed data centers for data-intensive computing.
Future Gener. Comput. Syst., 2013

Energy-aware parallel task scheduling in a cluster.
Future Gener. Comput. Syst., 2013

Hybrid modelling and simulation of huge crowd over a hierarchical Grid architecture.
Future Gener. Comput. Syst., 2013

Towards building a multi-datacenter infrastructure for massive remote sensing image processing.
Concurr. Comput. Pract. Exp., 2013

Quantitative comparisons of the state-of-the-art data center architectures.
Concurr. Comput. Pract. Exp., 2013

Towards energy-efficient parallel analysis of neural signals.
Clust. Comput., 2013

A survey on Green communications using Adaptive Link Rate.
Clust. Comput., 2013

Towards enabling Cyberinfrastructure as a Service in Clouds.
Comput. Electr. Eng., 2013

Correlation Analysis of Multivariate Neural Signals with Massively Parallel Wavelet Coherence.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

Genetic-Based Solutions For Independent Batch Scheduling In Data Grids.
Proceedings of the 27th European Conference on Modelling and Simulation, 2013

Confrontation Scenario Simulation Using Functional Programming Model.
Proceedings of the AsiaSim 2013, 2013

2012
An approach to minimizing the interpretation overhead in Dynamic Binary Translation.
J. Supercomput., 2012

Fast Covariance Matching With Fuzzy Genetic Algorithm.
IEEE Trans. Ind. Informatics, 2012

Massively parallel non-stationary EEG data processing on GPGPU platforms with Morlet continuous wavelet transform.
J. Internet Serv. Appl., 2012

Resource management of distributed virtual machines.
Int. J. Ad Hoc Ubiquitous Comput., 2012

MapReduce across Distributed Clusters for Data-intensive Applications.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

A Simulation Study on Urban Water Threat Detection in Modern Cyberinfrastructures.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

A Massively Parallel Approach for Nonlinear Interdependency Analysis of Multivariate Signals with GPGPU.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

Parallel Processing of Massive EEG Data with MapReduce.
Proceedings of the 18th IEEE International Conference on Parallel and Distributed Systems, 2012

Facial expression recognition using geometric and appearance features.
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service, 2012

A Checkpoint Based Message Forwarding Approach For Opportunistic Communication.
Proceedings of the 26th European Conference on Modelling and Simulation, 2012

A Comparative Study Of Data Center Network Architectures.
Proceedings of the 26th European Conference on Modelling and Simulation, 2012

2011
A grid infrastructure for hybrid simulations.
Comput. Syst. Sci. Eng., 2011

A feature-based detection and tracking system for gaze and smiling behaviours.
Comput. Syst. Sci. Eng., 2011

Massively Parallel Neural Signal Processing on a Many-Core Platform.
Comput. Sci. Eng., 2011

Virtual workflow system for distributed collaborative scientific applications on Grids.
Comput. Electr. Eng., 2011

Large scale distributed visualization on computational Grids: A review.
Comput. Electr. Eng., 2011

A Hybrid Simulation of Large Crowd Evacuation.
Proceedings of the 17th IEEE International Conference on Parallel and Distributed Systems, 2011

Towards Providing Cloud Functionalities for Grid Users.
Proceedings of the 17th IEEE International Conference on Parallel and Distributed Systems, 2011

2010
Provide Virtual Machine Information for Grid Computing.
IEEE Trans. Syst. Man Cybern. Part A, 2010

Crowd modeling and simulation technologies.
ACM Trans. Model. Comput. Simul., 2010

GPGPU-Aided Ensemble Empirical-Mode Decomposition for EEG Analysis During Anesthesia.
IEEE Trans. Inf. Technol. Biomed., 2010

Multi-path based Algorithms for Data Transfer in the Grid Environment.
New Gener. Comput., 2010

Synchronization in federation community networks.
J. Parallel Distributed Comput., 2010

An Emulator for Executing IA-32 Applications on ARM-Based Systems.
J. Comput., 2010

An Advanced Learning Environment Aided by Recognition of Multi-modal Social Signals.
Proceedings of the Advances in Web-Based Learning - ICWL 2010, 2010

An Energy Efficient Clustering Scheme with Self-Organized ID Assignment for Wireless Sensor Networks.
Proceedings of the 16th IEEE International Conference on Parallel and Distributed Systems, 2010

Power Aware Scheduling for Parallel Tasks via Task Clustering.
Proceedings of the 16th IEEE International Conference on Parallel and Distributed Systems, 2010

Velocity Field Based Modelling and Simulation of Crowd in Confrontation Operations.
Proceedings of the 16th IEEE International Conference on Parallel and Distributed Systems, 2010

Knowledge Aggregation in Human Flesh Search.
Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications, 2010

Enabling Energy-Efficient Analysis of Massive Neural Signals Using GPGPU.
Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications, 2010

2009
A case study of multi-resolution modeling for crowd simulation.
Proceedings of the 2009 Spring Simulation Multiconference, SpringSim 2009, 2009

Towards Hybrid Grid Infrastructure for Large Simulations.
Proceedings of the 15th IEEE International Conference on Parallel and Distributed Systems, 2009

2008
Towards Fault-tolerant HLA-based Distributed Simulations.
Simul., 2008

Agent-based human behavior modeling for crowd simulation.
Comput. Animat. Virtual Worlds, 2008

Data access in distributed simulations of multi-agent systems.
J. Syst. Softw., 2008

A decoupled federate architecture for high level architecture-based distributed simulation.
J. Parallel Distributed Comput., 2008

Large scale agent-based simulation on the grid.
Future Gener. Comput. Syst., 2008

A Novel Hardware Assisted Full Virtualization Technique.
Proceedings of the 9th International Conference for Young Computer Scientists, 2008

2006
Cloning mechanisms for high level architecture based distributed simulation
PhD thesis, 2006

Analysing the Performance of Optimistic Synchronisation Algorithms in Simulations of Multi-Agent Systems.
Proceedings of the 20th IEEE/ACM/SCS Workshop on Principles of Advanced and Distributed Simulation, 2006

Performance Analysis of Shared Data Access Algorithms for Distributed Simulation of Multi-Agent Systems.
Proceedings of the 20th IEEE/ACM/SCS Workshop on Principles of Advanced and Distributed Simulation, 2006

A Framework for Robust HLA-based Distributed Simulations.
Proceedings of the 20th IEEE/ACM/SCS Workshop on Principles of Advanced and Distributed Simulation, 2006

Analysing Probabilistically Constrained Optimism.
Proceedings of the 10th IEEE International Symposium on Distributed Simulation and Real-Time Applications (DS-RT 2006), 2006

A Simulation Approach to Facilitate Parallel and Distributed Discrete-Event Simulator Development.
Proceedings of the 10th IEEE International Symposium on Distributed Simulation and Real-Time Applications (DS-RT 2006), 2006

Large Scale Distributed Simulation on the Grid.
Proceedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2006), 2006

2005
Algorithms for HLA-based distributed simulation cloning.
ACM Trans. Model. Comput. Simul., 2005

An Adaptive Load Management Mechanism for Distributed Simulation of Multi-agent Systems.
Proceedings of the 9th IEEE International Symposium on Distributed Simulation and Real-Time Applications (DS-RT 2005), 2005

Decision-Theoretic Throttling for Optimistic Simulations of Multi-Agent Systems.
Proceedings of the 9th IEEE International Symposium on Distributed Simulation and Real-Time Applications (DS-RT 2005), 2005

2004
Incremental HLA-Based Distributed Simulation Cloning.
Proceedings of the 36th conference on Winter simulation, 2004

HLA-Based Distributed Simulation Cloning.
Proceedings of the 8th IEEE International Symposium on Distributed Simulation and Real-Time Applications (DS-RT 2004), 2004

2003
Distributed Supply Chain Simulation as a Decision Support Tool for the Semiconductor Industry.
Simul., 2003

Alternative Solutions for Distributed Simulation Cloning.
Simul., 2003

Design and Development of a Cluster Gateway for Cluster-based HLA Distributed Virtual Simulation Environments.
Proceedings of the Proceedings 36th Annual Simulation Symposium (ANSS-36 2003), Orlando, Florida, USA, March 30, 2003

Evaluating Alternative Solutions for Cloning in Distributed Simulation.
Proceedings of the Proceedings 36th Annual Simulation Symposium (ANSS-36 2003), Orlando, Florida, USA, March 30, 2003


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