Steven Guan

Orcid: 0000-0002-3968-9752

Affiliations:
  • Xian Jiatong-Liverpool University, Department of Computer Science and Software Engineering, Suzhou, China
  • Brunel University, UK (former)
  • National University of Singapore, Department of Electrical and Computer Engineering, Singapore (former)
  • Yuan-Ze Institute of Technology (former)
  • University of North Carolina at Chapel Hill, NC, USA (PhD)


According to our database1, Steven Guan authored at least 140 papers between 1982 and 2024.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Correction to: Knowledge Graph and Deep Learning-based Text-to-GraphQL Model for Intelligent Medical Consultation Chatbot.
Inf. Syst. Frontiers, February, 2024

Knowledge Graph and Deep Learning-based Text-to-GraphQL Model for Intelligent Medical Consultation Chatbot.
Inf. Syst. Frontiers, February, 2024

2023
From detection to understanding: A survey on representation learning for human-object interaction.
Neurocomputing, July, 2023

Continual Graph Learning: A Survey.
CoRR, 2023

2022
A novel two-stream structure for video anomaly detection in smart city management.
J. Supercomput., 2022

Development of a Diabetes Diagnosis System Using Machine Learning Algorithms.
Int. J. Distributed Syst. Technol., 2022

Empowering multi-class medical data classification by Group-of-Single-Class-predictors and transfer optimization: Cases of structured dataset by machine learning and radiological images by deep learning.
Future Gener. Comput. Syst., 2022

The Cause of Causal Emergence: Redistribution of Uncertainty.
CoRR, 2022

2021
Can AI Teach Humans? Humans AI Collaboration for Lifelong Machine Learning.
Proceedings of the DSIT 2021: 4th International Conference on Data Science and Information Technology, Shanghai, China, July 23, 2021

Transfer Learning with Unsupervised Domain Adaptation Method for Bearing Fault Diagnosis.
Proceedings of the CAA Symposium on Fault Detection, 2021

Lifelong Machine Learning-Based Quality Analysis for Product Review.
Proceedings of the AISS 2021: 3rd International Conference on Advanced Information Science and System, Sanya, China, November 26, 2021

2020
Lifelong Machine Learning Architecture for Classification.
Symmetry, 2020

Improved two-stream model for human action recognition.
EURASIP J. Image Video Process., 2020

2019
Affective Computing for Enhancing Affective Touch-Based Communication Through Extended Reality.
Proceedings of the Computational Science and Its Applications - ICCSA 2019, 2019

Semi-Unsupervised Lifelong Learning for Sentiment Classification: Less Manual Data Annotation and More Self-Studying.
Proceedings of the 2019 3rd High Performance Computing and Cluster Technologies Conference (HPCCT 2019) and of the 2nd International Conference on Big Data and Artificial Intelligence (BDAI 2019), Guangzhou, China, June 22, 2019

2018
Adaptive Incremental Genetic Algorithm for Task Scheduling in Cloud Environments.
Symmetry, 2018

Big Data and Internet of Things - Fusion for different services and its impacts.
Future Gener. Comput. Syst., 2018

Editorial for Special Issue on "Hybrid Evolutionary and Swarm Techniques for Big Data Analytics and Applications".
Big Data Res., 2018

Lifelong Machine Learning: Outlook and Direction.
Proceedings of the 2nd International Conference on Big Data Research, 2018

Predicting Seminal Quality Using Back-Propagation Neural Networks with Optimal Feature Subsets.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

2017
Hierarchical Meta-Learning in Time Series Forecasting for Improved Interference-Less Machine Learning.
Symmetry, 2017

2016
Density and Distance Based KNN Approach to Classification.
Int. J. Appl. Evol. Comput., 2016

Integrated feature preprocessing for classification based on neural incremental attribute learning.
Proceedings of the 19th International Conference on Information Fusion, 2016

2015
Output Effect Evaluation Based on Input Features in Neural Incremental Attribute Learning for Better Classification Performance.
Symmetry, 2015

Neural Incremental Attribute Learning in Groups.
Int. J. Comput. Intell. Syst., 2015

Regression based on neural incremental attribute learning with correlation-based feature ordering.
Proceedings of the 7th International Conference on Cybernetics and Intelligent Systems, 2015

Linear Feature Sensibility for Output Partitioning in Ordered Neural Incremental Attribute Learning.
Proceedings of the Intelligence Science and Big Data Engineering. Big Data and Machine Learning Techniques, 2015

2014
Optimized Neural Incremental Attribute Learning for Classification Based on Statistical discriminability.
Int. J. Comput. Intell. Appl., 2014

A PSO Based Incremental Hyper-Sphere Partitioning Approach to Classification.
Int. J. Appl. Evol. Comput., 2014

Statistical Discriminability Estimation for Pattern Classification Based on Neural Incremental Attribute Learning.
Int. J. Appl. Evol. Comput., 2014

Incremental Hyper-Sphere Partitioning for Classification.
Int. J. Appl. Evol. Comput., 2014

2013
Parameter Estimation of Photovoltaic Models via Cuckoo Search.
J. Appl. Math., 2013

Incremental Hyperplane Partitioning for Classification.
Int. J. Appl. Evol. Comput., 2013

Input Space Partitioning for Neural Network Learning.
Int. J. Appl. Evol. Comput., 2013

Investigation of Neural Networks for Function Approximation.
Proceedings of the First International Conference on Information Technology and Quantitative Management, 2013

DEM: Direct Estimation Method for Photovoltaic Maximum Power Point Tracking.
Proceedings of the First International Conference on Information Technology and Quantitative Management, 2013

A Proof-Carrying Code Approach to Certificate Auction Mechanisms.
Proceedings of the Formal Aspects of Component Software - 10th International Symposium, 2013

2012
A reconfigurable component model with semantic type system for dynamic WSN applications.
J. Internet Serv. Appl., 2012

Evolving Linear Discriminant in a Continuously Growing Dimensional Space for Incremental Attribute Learning.
Proceedings of the Network and Parallel Computing, 9th IFIP International Conference, 2012

Weightless Swarm Algorithm (WSA) for Dynamic Optimization Problems.
Proceedings of the Network and Parallel Computing, 9th IFIP International Conference, 2012

Insight of Direct Search Methods and Module-Integrated Algorithms for Maximum Power Point Tracking (MPPT) of Stand-Alone Photovoltaic Systems.
Proceedings of the Network and Parallel Computing, 9th IFIP International Conference, 2012

Entropic Feature Discrimination Ability for Pattern Classification Based on Neural IAL.
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

Incremental attribute based particle swarm optimization.
Proceedings of the Eighth International Conference on Natural Computation, 2012

Maximum Power Point Tracking (MPPT) via Weightless Swarm Algorithm (WSA) on cloudy days.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2012

2011
Tree-structure Based Ontology Integration.
J. Inf. Sci., 2011

A middleware platform to support river monitoring using wireless sensor networks.
J. Braz. Comput. Soc., 2011

Recursive Learning of Genetic Algorithms with Task Decomposition and Varied Rule Set.
Int. J. Appl. Evol. Comput., 2011

Eliminating implicit dependencies in component models.
Proceedings of the 2nd IEEE International Conference on Networked Embedded Systems for Enterprise Applications, 2011

Design, analysis, tools and applications for programmable high-speed and power-aware 4G processors.
Proceedings of the International SoC Design Conference, 2011

Recursive and Incremental Learning GA Featuring Problem-Dependent Rule-Set.
Proceedings of the Bio-Inspired Computing and Applications, 2011

2010
Self-Evolvable Protocol Design Using Genetic Algorithms.
Int. J. Appl. Evol. Comput., 2010

Ordered Incremental Multi-Objective Problem Solving Based on Genetic Algorithms.
Int. J. Appl. Evol. Comput., 2010

Supporting reconfiguration and re-use through self-describing component interfaces.
Proceedings of the Fifth International Workshop on Middleware for Sensor Networks, 2010

2009
Layered RDF: An object-oriented approach to web information representation.
Web Intell. Agent Syst., 2009

Randomness quality of permuted pseudorandom binary sequences.
Math. Comput. Simul., 2009

Recursive hybrid decomposition with reduced pattern training.
Int. J. Hybrid Intell. Syst., 2009

Classified Vector Quantisation and population decoding for pattern recognition.
Int. J. Artif. Intell. Soft Comput., 2009

2008
Enhancing Recursive Supervised Learning Using Clustering and Combinatorial Optimization (RSL-CC).
Proceedings of the Engineering Evolutionary Intelligent Systems, 2008

Recursive Pattern based Hybrid Supervised Training.
Proceedings of the Engineering Evolutionary Intelligent Systems, 2008

Interference-less neural network training.
Neurocomputing, 2008

An adaptable transport protocol based on Genetic Algorithms.
Int. J. Inf. Commun. Technol., 2008

Cogbroker - a Cognitive Approach to Intelligent Product Brokering for E-Commerce.
Int. J. Comput. Intell. Appl., 2008

Cooperative co-evolution of GA-based classifiers based on input decomposition.
Eng. Appl. Artif. Intell., 2008

Enhanced Cooperative Co-evolution Genetic Algorithm for Rule-Based Pattern Classification.
Proceedings of the Hybrid Artificial Intelligence Systems, Third International Workshop, 2008

A Minimum Distance guided Genetic Algorithm for Multi-User Detection in a Multi-Carrier CDMA wireless broadband system.
Proceedings of the 5th International ICST Conference on Broadband Communications, 2008

2007
Secure Agent Roaming under M-Commerce.
Proceedings of the Encyclopedia of Information Ethics and Security, 2007

Protection of Mobile Agent Data.
Proceedings of the Encyclopedia of Information Ethics and Security, 2007

Reduced Pattern Training Based on Task Decomposition Using Pattern Distributor.
IEEE Trans. Neural Networks, 2007

Multiorder Neurons for Evolutionary Higher-Order Clustering and Growth.
Neural Comput., 2007

Clustering and combinatorial optimization in recursive supervised learning.
J. Comb. Optim., 2007

Interactive product catalogue with user preference tracking.
Int. J. Web Grid Serv., 2007

An evolutionary strategy for decremental multiobjective optimization problems.
Int. J. Intell. Syst., 2007

Evolving cellular automata to generate nonlinear sequences with desirable properties.
Appl. Soft Comput., 2007

Permutation and sampling with maximum length CA or pseudorandom number generation.
Appl. Math. Comput., 2007

Reduced Pattern Training In Pattern Distributor Networks.
J. Res. Pract. Inf. Technol., 2007

Evolutionary combinatorial optimization for recursive supervised learning with clustering.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006
Hierarchical Incremental Class Learning with Reduced Pattern Training.
Neural Process. Lett., 2006

Incremental evolution strategy for function optimization.
Int. J. Hybrid Intell. Syst., 2006

Multi-Learner Based Recursive Supervised Training.
Int. J. Comput. Intell. Appl., 2006

An Incremental Approach to MSE-Based Feature Selection.
Int. J. Comput. Intell. Appl., 2006

2005
An incremental approach to genetic-algorithms-based classification.
IEEE Trans. Syst. Man Cybern. Part B, 2005

A dynamic Petri net model for iterative and interactive distributed multimedia presentation.
IEEE Trans. Multim., 2005

Ordered incremental training for GA-based classifiers.
Pattern Recognit. Lett., 2005

Adaptive multimedia computing.
J. Syst. Softw., 2005

Output partitioning of neural networks.
Neurocomputing, 2005

Organizing Information On The Next Generation Web -- Design And Implementation Of A New Bookmark Structure.
Int. J. Inf. Technol. Decis. Mak., 2005

Evolutionary intelligent agents for e-commerce: Generic preference detection with feature analysis.
Electron. Commer. Res. Appl., 2005

A class decomposition approach for GA-based classifiers.
Eng. Appl. Artif. Intell., 2005

Evolving Dynamic Multi-Objective Optimization Problems with Objective Replacement.
Artif. Intell. Rev., 2005

Ontology-Based Query Formation and Information Retrieval.
Proceedings of the Encyclopedia of Information Science and Technology (5 Volumes), 2005

Mobile Agent Authentication and Authorization in E-Commerce.
Proceedings of the Encyclopedia of Information Science and Technology (5 Volumes), 2005

Agents and Payment Systems in E-Commerce.
Proceedings of the Encyclopedia of Information Science and Technology (5 Volumes), 2005

2004
Class decomposition for GA-based classifier agents - a Pitt approach.
IEEE Trans. Syst. Man Cybern. Part B, 2004

Incremental multiple objective genetic algorithms.
IEEE Trans. Syst. Man Cybern. Part B, 2004

2-D CA variation with asymmetric neighborship for pseudorandom number generation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2004

Pseudorandom number generation with self-programmable cellular automata.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2004

Modeling Interactive Memex-Like Applications Based On Self-Modifiable Petri Nets.
Int. J. Inf. Technol. Decis. Mak., 2004

Ordered incremental training with genetic algorithms.
Int. J. Intell. Syst., 2004

Modular Feature Selection Using Relative Importance Factors.
Int. J. Comput. Intell. Appl., 2004

Pseudorandom number generation based on controllable cellular automata.
Future Gener. Comput. Syst., 2004

Modeling adaptable multimedia and self-modifying protocol execution.
Future Gener. Comput. Syst., 2004

A factory-based approach to support e-commerce agent fabrication.
Electron. Commer. Res. Appl., 2004

Secure agent data integrity shield.
Electron. Commer. Res. Appl., 2004

Intelligent product brokering for e-commerce: an incremental approach to unaccounted attribute detection.
Electron. Commer. Res. Appl., 2004

Feature selection for modular GA-based classification.
Appl. Soft Comput., 2004

Ontology Acquisition and Exchange of Evolutionary Product-brokering Agents.
J. Res. Pract. Inf. Technol., 2004

A Modularized Electronic Payment System for Agent-based E-commerce.
J. Res. Pract. Inf. Technol., 2004

2003
An evolutionary approach to the design of controllable cellular automata structure for random number generation.
IEEE Trans. Evol. Comput., 2003

Self-Modifiable Color Petri Nets for Modeling User Manipulation and Network Event Handling.
IEEE Trans. Computers, 2003

A golden-block-based self-refining scheme for repetitive patterned wafer inspections.
Mach. Vis. Appl., 2003

A Multi-Agent Architecture for Electronic Payment.
Int. J. Inf. Technol. Decis. Mak., 2003

Incremental learning of collaborative classifier agents with new class acquisition: An incremental genetic algorithm approach.
Int. J. Intell. Syst., 2003

Migration control for mobile agents based on passport and visa.
Future Gener. Comput. Syst., 2003

Pseudorandom Number Generator-The Self Programmable Cellular Automata.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

2002
Parallel growing and training of neural networks using output parallelism.
IEEE Trans. Neural Networks, 2002

Integrity protection for Code-on-Demand mobile agents in e-commerce.
J. Syst. Softw., 2002

Agent Fabrication and Its Implementation for Agent-Based Electronic Commerce.
Int. J. Inf. Technol. Decis. Mak., 2002

Handy broker: an intelligent product-brokering agent for m-commerce applications with user preference tracking.
Electron. Commer. Res. Appl., 2002

Modeling with enhanced prioritized Petri nets: EP-nets.
Comput. Commun., 2002

A secure approach for mobile agent migration control.
Proceedings of the Seventh IEEE Symposium on Computers and Communications (ISCC 2002), 2002

An extendible Petri net model for Memex-like applications.
Proceedings of the Seventh IEEE Symposium on Computers and Communications (ISCC 2002), 2002

Account based Secure Electronic Check.
Proceedings of the Internet and Multimedia Systems and Applications, 2002

Evolutionary E-Commerce Agents with Ontology Exchange.
Proceedings of the Internet and Multimedia Systems and Applications, 2002

Virtual Marketplace for Agent-based Electronic Commence.
Proceedings of the Internet and Multimedia Systems and Applications, 2002

An Agent-based Payment Architecture for E-Commerce.
Proceedings of the Internet and Multimedia Systems and Applications, 2002

Intelligent transport protocol design using genetic algorithm.
Proceedings of the Proceedings 10th IEEE International Conference on Networks: Towards Network Superiority, 2002

2001
Incremental Learning with Respect to New Incoming Input Attributes.
Neural Process. Lett., 2001

Evolving software agents in e-commerce with GP operators and knowledge exchange.
Proceedings of the IEEE International Conference on Systems, 2001

Task Decomposition Based on Output Parallelism.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

Towards evolution of software agents in electronic commerce.
Proceedings of the 2001 Congress on Evolutionary Computation, 2001

2000
A golden-template self-generating method for patterned wafer inspection.
Mach. Vis. Appl., 2000

1999
A Golden Block Self-Generating Scheme for Continuous Patterned Wafer Inspections.
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

1998
A Prioritized Petri Net Model and Its Application in Distributed Multimedia Systems.
IEEE Trans. Computers, 1998

1996
The design and architecture of a video library system.
IEEE Commun. Mag., 1996

1994
A refined cut-through buffer management scheme for layered protocol stacks.
IEEE Commun. Mag., 1994

1993
Using Work-Flow Software to Support Office Collaboration.
Proceedings of the First Pacific Asia Conference on Information Systems, 1993

1992
Multiuser processes and shared capability lists for shared workspace collaboration.
J. Syst. Softw., 1992

1991
Jointly-owned objects for collaboration: Operating-system support and protection model.
J. Syst. Softw., 1991

1988
Shared workspaces for group collaboration: an experiment using Internet and UNIX interprocess communications.
IEEE Commun. Mag., 1988

1982
Generalized minimum distance decoding on majority logic decodable codes.
IEEE Trans. Inf. Theory, 1982


  Loading...