Zili Zhang

Orcid: 0000-0002-8721-9333

Affiliations:
  • Deakin University, School of Information Technology, VIC, Australia
  • Southwest University, College of Computer and Information Science, Chongqing, China


According to our database1, Zili Zhang authored at least 151 papers between 1999 and 2024.

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

Timeline

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Bibliography

2024
A service-oriented framework for large-scale documents processing and application via 3D models and feature extraction.
Simul. Model. Pract. Theory, 2024

2023
Inertial projection neural network for nonconvex sparse signal recovery with prior information.
Frontiers Comput. Sci., December, 2023

2022
CMAL: Cost-Effective Multi-Label Active Learning by Querying Subexamples.
IEEE Trans. Knowl. Data Eng., 2022

Exact recovery of sparse signals with side information.
EURASIP J. Adv. Signal Process., 2022

A Contact Matrix-Based Approach for Predicting COVID-19 Using Influenza Data.
Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2022

Source-Free Implicit Semantic Augmentation for Domain Adaptation.
Proceedings of the PRICAI 2022: Trends in Artificial Intelligence, 2022

Learning Spatial Fusion and Matching for Visual Object Tracking.
Proceedings of the PRICAI 2022: Trends in Artificial Intelligence, 2022

Identifying Multiple Influential Nodes for Complex Networks Based on Multi-agent Deep Reinforcement Learning.
Proceedings of the PRICAI 2022: Trends in Artificial Intelligence, 2022

Sparse Dense Transformer Network for Video Action Recognition.
Proceedings of the Knowledge Science, Engineering and Management, 2022

MEOD: A Robust Multi-stage Ensemble Model Based on Rank Aggregation and Stacking for Outlier Detection.
Proceedings of the Knowledge Science, Engineering and Management, 2022

Temporal Neighborhood Change Centrality for Important Node Identification in Temporal Networks.
Proceedings of the Neural Information Processing - 29th International Conference, 2022

2021
Discovering Multiple Co-Clusterings With Matrix Factorization.
IEEE Trans. Cybern., 2021

Correcting Large Knowledge Bases Using Guided Inductive Logic Learning Rules.
Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021

A Novel Sigma-Lognormal Parameter Extractor for Online Signatures.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

A Spark-Based Open Source Framework for Large-Scale Parallel Processing of Rich Text Documents.
Proceedings of the 8th International Conference on Future Internet of Things and Cloud, 2021

Progressive Text-to-Face Synthesis with Generative Adversarial Network.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

End-to-End 3D Facial Shape Reconstruction From an Unconstrained Image.
Proceedings of the CSSE 2021: 2021 4th International Conference on Computer Science and Software Engineering, Singapore, October 22, 2021

2020
A Predictive-Reactive Approach with Genetic Programming and Cooperative Coevolution for the Uncertain Capacitated Arc Routing Problem.
Evol. Comput., 2020

Improved Performance of GANs via Integrating Gradient Penalty with Spectral Normalization.
Proceedings of the Knowledge Science, Engineering and Management, 2020

Improving Small-Scale Dataset Classification Performance Through Weak-Label Samples Generated by InfoGAN.
Proceedings of the Big Data - 8th CCF Conference, 2020

2019
Noise-Resistant Statistical Traffic Classification.
IEEE Trans. Big Data, 2019

Workflow scheduling in distributed systems under fuzzy environment.
J. Intell. Fuzzy Syst., 2019

Simulating Transport Networks With a Physarum Foraging Model.
IEEE Access, 2019

Sentinel Nodes Identification for Infectious Disease Surveillance on Temporal Social Networks.
Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019

Physarum-Based Ant Colony Optimization for Graph Coloring Problem.
Proceedings of the Advances in Swarm Intelligence - 10th International Conference, 2019

Small-Scale Data Classification Based on Deep Forest.
Proceedings of the Knowledge Science, Engineering and Management, 2019

Characteristics of Patient Arrivals and Service Utilization in Outpatient Departments.
Proceedings of the Big Data - 7th CCF Conference, 2019

Multi-View Multi-Instance Multi-Label Learning Based on Collaborative Matrix Factorization.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Special issue: Mobile web data analytics (part II).
Web Intell., 2018

Special issue: Mobile Web Data Analytics (part I).
Web Intell., 2018

Network Community Detection Based on the Physarum-Inspired Computational Framework.
IEEE ACM Trans. Comput. Biol. Bioinform., 2018

Design, verification and robotic application of a novel recurrent neural network for computing dynamic Sylvester equation.
Neural Networks, 2018

Block-sparse signal recovery via ℓ 2 / ℓ 1 - 2 minimisation method.
IET Signal Process., 2018

A MapReduce-Based Parallel Frequent Pattern Growth Algorithm for Spatiotemporal Association Analysis of Mobile Trajectory Big Data.
Complex., 2018

A Hybrid Algorithm for Estimating Origin-Destination Flows.
IEEE Access, 2018

Solving Vehicle Routing Problem Through a Tabu Bee Colony-Based Genetic Algorithm.
Proceedings of the Advances in Swarm Intelligence - 9th International Conference, 2018

Multi-view Weak-label Learning based on Matrix Completion.
Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

Matrix Factorization for Identifying Noisy Labels of Multi-label Instances.
Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

Traffic Flow Fluctuation Analysis Based on Beijing Taxi GPS Data.
Proceedings of the Knowledge Science, Engineering and Management, 2018

Multi-Label Co-Training.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Incomplete Multi-View Weak-Label Learning.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

A Customer Segmentation Model Based on Affinity Propagation Algorithm and Improved Genetic K-Means Algorithm.
Proceedings of the Intelligent Information Processing IX, 2018

Feature-Induced Partial Multi-label Learning.
Proceedings of the IEEE International Conference on Data Mining, 2018

Multiple Co-clusterings.
Proceedings of the IEEE International Conference on Data Mining, 2018

Cost Effective Multi-label Active Learning via Querying Subexamples.
Proceedings of the IEEE International Conference on Data Mining, 2018

Prediction of Protein Subcellular Location Using the Information Entropy and the Auto Covariance Transformation.
Proceedings of the 2018 International Conference on Algorithms, 2018

2017
Solving NP-Hard Problems with Physarum-Based Ant Colony System.
IEEE ACM Trans. Comput. Biol. Bioinform., 2017

Robust Signal Recovery With Highly Coherent Measurement Matrices.
IEEE Signal Process. Lett., 2017

A new multi-agent system to simulate the foraging behaviors of Physarum.
Nat. Comput., 2017

A new genetic algorithm based on modified Physarum network model for bandwidth-delay constrained least-cost multicast routing.
Nat. Comput., 2017

Emphasizing Essential Words for Sentiment Classification Based on Recurrent Neural Networks.
J. Comput. Sci. Technol., 2017

An intelligent physarum solver for supply chain network design under profit maximization and oligopolistic competition.
Int. J. Prod. Res., 2017

A Physarum-inspired optimization algorithm for load-shedding problem.
Appl. Soft Comput., 2017

An Enhanced Particle Swarm Optimization Based on Physarum Model for Community Detection.
Proceedings of the Advances in Swarm Intelligence - 8th International Conference, 2017

A Physarum-Inspired Ant Colony Optimization for Community Mining.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

An Enhanced Markov Clustering Algorithm Based on Physarum.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Automated heuristic design using genetic programming hyper-heuristic for uncertain capacitated arc routing problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

An Information Theory Based Approach for Identifying Influential Spreaders in Temporal Networks.
Proceedings of the Cyberspace Safety and Security - 9th International Symposium, 2017

IIRank: Co-Ranking Scientific Articles by Characterizing their Innovativeness and Importance.
Proceedings of the 12th Chinese Conference on Computer Supported Cooperative Work and Social Computing, 2017

2016
A distributed spatial-temporal weighted model on MapReduce for short-term traffic flow forecasting.
Neurocomputing, 2016

An Evidential Spam-Filtering Framework.
Cybern. Syst., 2016

NoisyGOA: Noisy GO annotations prediction using taxonomic and semantic similarity.
Comput. Biol. Chem., 2016

A Map Reduce-Based Nearest Neighbor Approach for Big-Data-Driven Traffic Flow Prediction.
IEEE Access, 2016

A Self-Adaptive Control Strategy of Population Size for Ant Colony Optimization Algorithms.
Proceedings of the Advances in Swarm Intelligence, 7th International Conference, 2016

A <i>Physarum</i>-Based General Computational Framework for Community Mining.
Proceedings of the Advances in Swarm Intelligence, 7th International Conference, 2016

A bio-inspired method for locating the diffusion source with limited observers.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Predicting Protein Function Using Multiple Kernels.
IEEE ACM Trans. Comput. Biol. Bioinform., 2015

Semi-supervised classification based on subspace sparse representation.
Knowl. Inf. Syst., 2015

A new model to imitate the foraging behavior of Physarum polycephalum on a nutrient-poor substrate.
Neurocomputing, 2015

An ontology-based approach to integration of hilly citrus production knowledge.
Comput. Electron. Agric., 2015

A Physarum-Inspired Vacant-Particle Model with Shrinkage for Transport Network Design.
Proceedings of the Advances in Swarm and Computational Intelligence, 2015

A New Physarum Network Based Genetic Algorithm for Bandwidth-Delay Constrained Least-Cost Multicast Routing.
Proceedings of the Advances in Swarm and Computational Intelligence, 2015

A New Physarum-Based Hybrid Optimization Algorithm for Solving 0/1 Knapsack Problem.
Proceedings of the Advances in Swarm and Computational Intelligence, 2015

Robust Traffic Classification with Mislabelled Training Samples.
Proceedings of the 21st IEEE International Conference on Parallel and Distributed Systems, 2015

2014
Sample Subset Optimization Techniques for Imbalanced and Ensemble Learning Problems in Bioinformatics Applications.
IEEE Trans. Cybern., 2014

Coverage enhancement by using the mobility of mobile sensor nodes.
Multim. Tools Appl., 2014

Guest Editors' Introduction.
Int. J. Softw. Eng. Knowl. Eng., 2014

Rapid Physarum Algorithm for shortest path problem.
Appl. Soft Comput., 2014

Dividing Traffic Sub-areas Based on a Parallel K-Means Algorithm.
Proceedings of the Knowledge Science, Engineering and Management, 2014

A Semantic-Based EMRs Integration Framework for Diagnosis Decision-Making.
Proceedings of the Knowledge Science, Engineering and Management, 2014

A Novel Physarum-Based Ant Colony System for Solving the Real-World Traveling Salesman Problem.
Proceedings of the Advances in Swarm Intelligence - 5th International Conference, 2014

A Physarum-Inspired Multi-Agent System to Solve Maze.
Proceedings of the Advances in Swarm Intelligence - 5th International Conference, 2014

A multi-objective ant colony optimization algorithm based on the Physarum-inspired mathematical model.
Proceedings of the 10th International Conference on Natural Computation, 2014

Identifying Influential Nodes in Complex Networks: A Multiple Attributes Fusion Method.
Proceedings of the Active Media Technology - 10th International Conference, 2014

A C-DBSCAN Algorithm for Determining Bus-Stop Locations Based on Taxi GPS Data.
Proceedings of the Advanced Data Mining and Applications - 10th International Conference, 2014

2013
An Adaptive Amoeba Algorithm for Shortest Path Tree Computation in Dynamic Graphs.
CoRR, 2013

A biologically inspired solution for fuzzy shortest path problems.
Appl. Soft Comput., 2013

An Ant Colony System Based on the <i>Physarum</i> Network.
Proceedings of the Advances in Swarm Intelligence, 4th International Conference, 2013

A <i>Physarum</i> Network Evolution Model Based on IBTM.
Proceedings of the Advances in Swarm Intelligence, 4th International Conference, 2013

A Semantic Technology Supported Precision Agriculture System: A Case Study for Citrus Fertilizing.
Proceedings of the Knowledge Science, Engineering and Management, 2013

Learning to Map Chinese Sentences to Logical Forms.
Proceedings of the Knowledge Science, Engineering and Management, 2013

Protein Function Prediction by Integrating Multiple Kernels.
Proceedings of the IJCAI 2013, 2013

Discovery and Analysis of Usage Data Based on Hadoop for Personalized Information Access.
Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 2013

The Spontaneous Behavior in Extreme Events: A Clustering-Based Quantitative Analysis.
Proceedings of the Advanced Data Mining and Applications, 9th International Conference, 2013

2012
A Levenberg-Marquardt Neural Network Model with Rough Set for Protecting Citrus from Frost Damage.
Proceedings of the Eighth International Conference on Semantics, Knowledge and Grids, 2012

A Generic Classifier-Ensemble Approach for Biomedical Named Entity Recognition.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

An Enhanced Multi-Agent System with Evolution Mechanism to Approximate Physarum Transport Networks.
Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012

2011
Missing Value Estimation for Mixed-Attribute Data Sets.
IEEE Trans. Knowl. Data Eng., 2011

Bio-Inspired Dynamic Composition and Reconfiguration of Service-Oriented Internetware Systems.
Proceedings of the Advances in Swarm Intelligence - Second International Conference, 2011

Sample Subset Optimization for Classifying Imbalanced Biological Data.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

2010
Guest Editors' Introduction.
Int. J. Softw. Eng. Knowl. Eng., 2010

A clustering based hybrid system for biomarker selection and sample classification of mass spectrometry data.
Neurocomputing, 2010

A multi-filter enhanced genetic ensemble system for gene selection and sample classification of microarray data.
BMC Bioinform., 2010

Chinese Named Entity Recognition Based on Hierarchical Hybrid Model.
Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

Genetic Algorithm-Based Multi-objective Optimisation for QoS-Aware Web Services Composition.
Proceedings of the Knowledge Science, 2010

Applying Multi-objective Evolutionary Algorithms to QoS-Aware Web Service Composition.
Proceedings of the Advanced Data Mining and Applications - 6th International Conference, 2010

2009
An Agent-Based Hybrid System for Microarray Data Analysis.
IEEE Intell. Syst., 2009

An Embedded Two-Layer Feature Selection Approach for Microarray Data Analysis.
IEEE Intell. Informatics Bull., 2009

Multiagent Framework for Bio-data Mining.
Proceedings of the Rough Sets and Knowledge Technology, 4th International Conference, 2009

2008
Intelligent Agent.
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008

Modelling financial investment planning from agent perspectives.
Int. J. Model. Identif. Control., 2008

Supporting adaptive learning in hypertext environments: a high level timed Petri net-based approach.
Int. J. Intell. Syst. Technol. Appl., 2008

Introduction.
Integr. Comput. Aided Eng., 2008

An Ensemble of Classifiers with Genetic Algorithm Based Feature Selection.
IEEE Intell. Informatics Bull., 2008

A Clustering Based Hybrid System for Mass Spectrometry Data Analysis.
Proceedings of the Pattern Recognition in Bioinformatics, 2008

Multi-agent Based Supply Chain Management with Dynamic Reconfiguration Capability.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008

A Hybrid Approach to Selecting Susceptible Single Nucleotide Polymorphisms for Complex Disease Analysis.
Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics, 2008

A Generalized Joint Inference Approach for Citation Matching.
Proceedings of the AI 2008: Advances in Artificial Intelligence, 2008

2007
Building agent-based hybrid intelligent systems: A case study.
Web Intell. Agent Syst., 2007

A Fuzzy Logic Based Approach for Software Testing.
Int. J. Pattern Recognit. Artif. Intell., 2007

Hybrid Methods to Select Informative Gene Sets in Microarray Data Classification.
Proceedings of the AI 2007: Advances in Artificial Intelligence, 2007

2006
Buying and Selling with Insurance in Open Multi-agent Marketplace.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Integrating Insurance Services, Trust and Risk Mechanisms into Multi-agent Systems.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Decision Aggregation in an Agent-Based Financial Investment Planning System.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2006

Dynamic Reconfiguration of Multi-Agent Systems Based on Autonomy Oriented Computing.
Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006

2005
Agents and Stream Data Mining: A New Perspective.
IEEE Intell. Syst., 2005

Supporting Adaptive Learning with High Level Timed Petri Nets.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

Supporting Adaptive Learning in Hypertext Environment: A High Level Timed Petri Net Based Approach.
Proceedings of the 5th IEEE International Conference on Advanced Learning Technologies, 2005

Trading in Open Marketplace Using Trust and Risk.
Proceedings of the 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2005

Insurance Services in Multi-agent Systems.
Proceedings of the AI 2005: Advances in Artificial Intelligence, 2005

Agents and Data Mining: Mutual Enhancement by Integration.
Proceedings of the Autonomous Intelligent Systems: Agents and Data Mining, 2005

Managing Collaborative Business Process in Knowledge-intensive Environment.
Proceedings of the 2005 IEEE International Conference on Services Computing (SCC 2005), 2005

2004
A Reputation-Based Trust Model for Agent Societies.
Proceedings of the PRICAI 2004: Trends in Artificial Intelligence, 2004

A Platform for Dynamic Organization of Agents in Agent-Based Systems.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2004), 2004

Agent-Based Hybrid Intelligent Systems: An Agent-Based Framework for Complex Problem Solving
Lecture Notes in Computer Science 2938, Springer, ISBN: 3-540-20908-5, 2004

2003
An Agent-Based Hybrid Framework for Database Mining.
Appl. Artif. Intell., 2003

Temporal Constraint Satisfaction in Matrix Method.
Appl. Artif. Intell., 2003

A Ring-Based Architectural Model for Middle Agents in Agent-Based System.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2003

Building Agent-Based Hybrid Intelligent Systems.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003

2002
An Agent-Based Hybrid Intelligent System for Financial Investment Planning.
Proceedings of the PRICAI 2002: Trends in Artificial Intelligence, 2002

An Application of Fuzzy Cluster analysis to Matchmaking in Middle Agents.
Proceedings of the FSDK'02, 2002

An improvement to matchmaking algorithms for middle agents.
Proceedings of the First International Joint Conference on Autonomous Agents & Multiagent Systems, 2002

An Agent-Based Framework for Petroleum Information Services from Distributed Heterogeneous Data Resources.
Proceedings of the 9th Asia-Pacific Software Engineering Conference (APSEC 2002), 2002

2001
Post-processing of multimedia information - concents, problems, and techniques.
Proceedings of the ISCA 16th International Conference Computers and Their Applications, 2001

Approaches to implementing decision aggregation in multi-agent systems.
Proceedings of the ISCA 16th International Conference Computers and Their Applications, 2001

Reasoning with Multimedia Information Using Symbolic Projection.
Proceedings of the AI 2001: Advances in Artificial Intelligence, 2001

2000
An Agent-Based Soft Computing Society.
Proceedings of the Rough Sets and Current Trends in Computing, 2000

Building an Ontology for Financial Investment.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2000

Result Fusion in Multi-Agent Systems Based on OWA Operator.
Proceedings of the 23rd Australasian Computer Science Conference (ACSC 2000), 31 January, 2000

Mobile Agents for Admitting New Students to Institutions of China.
Proceedings of the ISCA 9th International Conference on Intelligent Systems, 2000

1999
A Serving Agent for Integrating Soft Computing and Software Agents.
Proceedings of the Advanced Topics in Artificial Intelligence, 1999


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