Lei Li

About

Associate Professor, Hefei University of Technology PhD, Macquarie University, Australia, 2011 M.Sc. Memorial University, Canada, 2006 B.Sc. Jilin University, China, 2004

Work

Hefei University of Technology

China

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Education

Macquarie University
Australia

→

Ph.D

Memorial University of Newfoundland
Canada

→

M.Sc.

Jilin University
China

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B.Sc.

Publications

Learning label-specific features for multi-dimensional classification

Published by

Pattern Recognition

Summary

journal-article

SA-MBKT: Surrogate Model-assisted Multi-skills Bayesian Knowledge Tracing

Published by

ACM Transactions on Evolutionary Learning and Optimization

Summary

journal-article

Size-fixed group discovery via multi-constrained graph pattern matching

Published by

Information Sciences

Summary

journal-article

Probabilistic Graph Pattern Matching via Tumor Knowledge Graph

Published by

ACM Transactions on Probabilistic Machine Learning

Summary

journal-article

LocalTGEP: A Lightweight Edge Partitioner for Time-Varying Graph

Published by

IEEE Transactions on Emerging Topics in Computing

Summary

journal-article

Partial Label Feature Selection: An Adaptive Approach

Published by

IEEE Transactions on Knowledge and Data Engineering

Summary

journal-article

Fuzzy Ranking-Based Preference Completion via Graph Pattern Matching and Rematching

Published by

IEEE Transactions on Emerging Topics in Computational Intelligence

Summary

journal-article

Three-way Preference Completion via Preference Graph

Published by

ACM Transactions on Knowledge Discovery from Data

Summary

journal-article

Cognitive Diagnostic Model Made More Practical by Genetic Algorithm

Published by

IEEE Transactions on Emerging Topics in Computational Intelligence

Summary

journal-article

Semi-Supervised Graph Pattern Matching and Rematching for Expert Community Location

Published by

ACM Transactions on Knowledge Discovery from Data

Summary

journal-article

Crowdsourcing Truth Inference Based on Label Confidence Clustering

Published by

ACM Transactions on Knowledge Discovery from Data

Summary

journal-article

Frequent Pattern Mining in Big Social Graphs

Published by

IEEE Transactions on Emerging Topics in Computational Intelligence

Summary

journal-article

Interval-Valued Intuitionistic Fuzzy Decision With Graph Pattern in Big Graph

Published by

IEEE Transactions on Emerging Topics in Computational Intelligence

Summary

journal-article

BiTTM: A Core Biterms-Based Topic Model for Targeted Analysis

Published by

Applied Sciences

Summary

journal-article

BiTTM: A Core Biterms-Based Topic Model for Targeted Analysis

Published by

Applied Sciences

Summary

journal-article

Using Feature Selection for Local Causal Structure Learning

Published by

IEEE Transactions on Emerging Topics in Computational Intelligence

Summary

journal-article

A Framework for Subgraph Detection in Interdependent Networks via Graph Block-Structured Optimization

Published by

IEEE Access

Summary

journal-article

Hybrid Collaborative Recommendation via Dual-Autoencoder

Published by

IEEE Access

Summary

journal-article

Hybrid Collaborative Recommendation via Dual-Autoencoder

Published by

IEEE Access

Summary

journal-article

Multi-fuzzy-objective graph pattern matching in big graph environments with reliability, trust and social relationship

Published by

World Wide Web

Summary

journal-article

Targeted aspects oriented topic modeling for short texts

Published by

Applied Intelligence

Summary

journal-article

Weighted partial order oriented three-way decisions under score-based common voting rules

Published by

International Journal of Approximate Reasoning

Summary

journal-article

Local graph edge partitioning with a two-stage heuristic method

Published by

Proceedings - International Conference on Distributed Computing Systems

Summary

conference-paper

An effective confidence-based early classification of time series

Published by

IEEE Access

Summary

journal-article

A Proof-of-Trust Consensus Protocol for Enhancing Accountability in Crowdsourcing Services

Published by

IEEE Transactions on Services Computing

Summary

journal-article

A Proof-of-Trust Consensus Protocol for Enhancing Accountability in Crowdsourcing Services

Published by

IEEE Transactions on Services Computing

Summary

journal-article

Multi-Objective Optimization-Based Networked Multi-Label Active Learning

Published by

Journal of Database Management

Summary

journal-article

Multi-objective optimization-based networked multi-label active learning

Published by

Journal of Database Management

Summary

journal-article

Multi-Objective Optimization-Based Networked Multi-Label Active Learning

Published by

Journal of Database Management

Summary

journal-article

Adaptive state continuity-based sparse inverse covariance clustering for multivariate time series

Published by

2019 International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2019

Summary

conference-paper

An efficient and fast algorithm for community detection based on node role analysis

Published by

International Journal of Machine Learning and Cybernetics

Summary

journal-article

Block-structured optimization for anomalous pattern detection in interdependent networks

Published by

Proceedings - IEEE International Conference on Data Mining, ICDM

Summary

conference-paper

Consensus with voting theory in blockchain environments

Published by

Proceedings - 10th IEEE International Conference on Big Knowledge, ICBK 2019

Summary

conference-paper

Deep active learning for anchor user prediction

Published by

IJCAI International Joint Conference on Artificial Intelligence

Summary

conference-paper

Improvement and Application of Apriori Algorithm Based on Equalization

Published by

Proceedings - 2019 IEEE 4th International Conference on Data Science in Cyberspace, DSC 2019

Summary

conference-paper

Learning Kullback-Leibler divergence-based Gaussian model for multivariate time series classification

Published by

IEEE Access

Summary

journal-article

Multi-fuzzy-objective graph pattern matching with big graph data

Published by

Journal of Database Management

Summary

journal-article

Multi-Fuzzy-Objective Graph Pattern Matching with Big Graph Data

Published by

Journal of Database Management

Summary

journal-article

A framework for semantic connection based topic evolution with DeepWalk

Published by

Intelligent Data Analysis

Summary

journal-article

Collective semantic behavior extraction in social networks

Published by

Journal of Computational Science

Summary

journal-article

Confidence-aware negative sampling method for noisy knowledge graph embedding

Published by

Proceedings - 9th IEEE International Conference on Big Knowledge, ICBK 2018

Summary

conference-paper

Early detection of dynamic harmful cascades in large-scale networks

Published by

Journal of Computational Science

Summary

journal-article

Imbalanced networked multi-label classification with active learning

Published by

Proceedings - 9th IEEE International Conference on Big Knowledge, ICBK 2018

Summary

conference-paper

Keyphrase Extraction from Research Papers Using Neighborhood Networks,基于邻居网络的科学文献关键词提取

Published by

Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence

Summary

journal-article

Latent Event-related Burst Detection in Social Networks

Published by

Zidonghua Xuebao/Acta Automatica Sinica

Summary

journal-article

Learning from Short Text Streams with Topic Drifts

Published by

IEEE Transactions on Cybernetics

Summary

journal-article

Microblog oriented interest extraction with both content and network structure

Published by

Intelligent Data Analysis

Summary

journal-article

Multi-target core network-based networked multi-label classification

Published by

Proceedings - 9th IEEE International Conference on Big Knowledge, ICBK 2018

Summary

conference-paper

Nuclear Clustering Algorithm on State Grid's IT Operation Log

Published by

2018 International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2018

Summary

conference-paper

A self-adaptive sliding window based topic model for non-uniform texts

Published by

Proceedings - IEEE International Conference on Data Mining, ICDM

Summary

conference-paper

Concept based Short Text Stream Classification with Topic Drifting Detection

Published by

Proceedings - IEEE International Conference on Data Mining, ICDM

Summary

conference-paper

Lda-based topic strength analysis

Published by

Computing and Informatics

Summary

journal-article

NSGA2-based Multi-label Seed Node Selection in Network Environments

Published by

Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology

Summary

journal-article

Semantic connection based topic evolution

Published by

31st AAAI Conference on Artificial Intelligence, AAAI 2017

Summary

conference-paper

Social Network Based Social Behavior Analysis

Published by

Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology

Summary

journal-article

Link prediction-based multi-label classification on networked data

Published by

Proceedings - 2016 IEEE 1st International Conference on Data Science in Cyberspace, DSC 2016

Summary

conference-paper

Concept Based Short Text Stream Classification with Topic Drifting Detection

Published by

2016 IEEE 16th International Conference on Data Mining (ICDM)

Summary

conference-paper

Behavior analysis in social networks: Challenges, technologies, and trends

Published by

Neurocomputing

Summary

journal-article

Behavior analysis in social networks: Challenges, technologies, and trends

Published by

Neurocomputing

Summary

journal-article

Web News Extraction via Tag Path Feature Fusion Using DS Theory

Published by

Journal of Computer Science and Technology

Summary

journal-article

Web News Extraction via Tag Path Feature Fusion Using DS Theory

Published by

Journal of Computer Science and Technology

Summary

journal-article

Link Prediction-Based Multi-label Classification on Networked Data

Published by

2016 IEEE First International Conference on Data Science in Cyberspace (DSC)

Summary

conference-paper

Trust Agent-Based Behavior Induction in Social Networks

Published by

IEEE Intelligent Systems

Summary

journal-article

Trust Agent-Based Behavior Induction in Social Networks

Published by

IEEE Intelligent Systems

Summary

journal-article

A multi-order neighbor based multi-label classification algorithm in network environments

Published by

Tien Tzu Hsueh Pao/Acta Electronica Sinica

Summary

journal-article

Multi-label classification in network environments via seed node selection

Published by

Tien Tzu Hsueh Pao/Acta Electronica Sinica

Summary

journal-article

Core Network Based Multi-label Classification in Large-Scale Social Network Environments

Published by

Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015

Summary

conference-paper

Ranking-Based Multi-source Rating Aggregation with Social Contexts

Published by

Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015

Summary

conference-paper

Two Phase Based Spammer Detection in Weibo

Published by

Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015

Summary

conference-paper

Ranking-Based Multi-source Rating Aggregation with Social Contexts

Published by

2015 IEEE International Conference on Data Mining Workshop (ICDMW)

Summary

conference-paper

Cross-domain sentiment classification-feature divergence, polarity divergence or both?

Published by

Pattern Recognition Letters

Summary

journal-article

Two Phase Based Spammer Detection in Weibo

Published by

2015 IEEE International Conference on Data Mining Workshop (ICDMW)

Summary

conference-paper

Core Network Based Multi-label Classification in Large-Scale Social Network Environments

Published by

2015 IEEE International Conference on Data Mining Workshop (ICDMW)

Summary

conference-paper

A Context-Aware Trust-Oriented Influencers Finding in Online Social Networks

Published by

2015 IEEE International Conference on Web Services

Summary

conference-paper

A Context-Aware Trust-Oriented Influencers Finding in Online Social Networks

Published by

Proceedings - 2015 IEEE International Conference on Web Services, ICWS 2015

Summary

conference-paper

Cross-domain sentiment classification-feature divergence, polarity divergence or both?

Published by

Pattern Recognition Letters

Summary

journal-article

Context-Aware Reviewer Assignment for Trust Enhanced Peer Review

Published by

PLOS ONE

Summary

journal-article

Context-aware reviewer assignment for trust enhanced peer review

Published by

PLoS ONE

Summary

journal-article

A Multiple Trust Paths Selection Tool in Contextual Online Social Networks

Published by

Web Technologies and Applications

Summary

other

A multiple trust paths selection tool in contextual online social networks

Published by

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Summary

book

Community Influence Analysis Based on Social Network Structures

Published by

2015 IEEE International Conference on Smart City/SocialCom/SustainCom (SmartCity)

Summary

conference-paper

Community influence analysis based on social network structures

Published by

Proceedings - 2015 IEEE International Conference on Smart City, SmartCity 2015, Held Jointly with 8th IEEE International Conference on Social Computing and Networking, SocialCom 2015, 5th IEEE International Conference on Sustainable Computing and Communications, SustainCom 2015, 2015 International Conference on Big Data Intelligence and Computing, DataCom 2015, 5th International Symposium on Cloud and Service Computing, SC2 2015

Summary

conference-paper

Network structure-enhanced extremal optimization based semi-supervised algorithm for community detection

Published by

Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence

Summary

journal-article

Quadruple Transfer Learning: Exploiting both shared and non-shared concepts for text classification

Published by

Knowledge-Based Systems

Summary

journal-article

Quadruple Transfer Learning: Exploiting both shared and non-shared concepts for text classification

Published by

Knowledge-Based Systems

Summary

journal-article

Social Community-Oriented Social Attribute Analysis: An Empirical Study on QQ Group Data

Published by

2015 IEEE International Conference on Smart City/SocialCom/SustainCom (SmartCity)

Summary

conference-paper

Social community-oriented social attribute analysis: An empirical study on QQ group data

Published by

Proceedings - 2015 IEEE International Conference on Smart City, SmartCity 2015, Held Jointly with 8th IEEE International Conference on Social Computing and Networking, SocialCom 2015, 5th IEEE International Conference on Sustainable Computing and Communications, SustainCom 2015, 2015 International Conference on Big Data Intelligence and Computing, DataCom 2015, 5th International Symposium on Cloud and Service Computing, SC2 2015

Summary

conference-paper

The impact of users’ characteristics on customer lifetime value raising: evidence from mobile data service in China

Published by

Information Technology and Management

Summary

journal-article

The impact of users’ characteristics on customer lifetime value raising: evidence from mobile data service in China

Published by

Information Technology and Management

Summary

journal-article

Extremal optimization-based semi-supervised algorithm with conflict pairwise constraints for community detection

Published by

2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2014)

Summary

conference-paper

Extremal optimization-based semi-supervised algorithm with conflict pairwise constraints for community detection

Published by

ASONAM 2014 - Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining

Summary

conference-paper

An Efficient Multiple Trust Paths Finding Algorithm for Trustworthy Service Provider Selection in Real-Time Online Social Network Environments

Published by

2014 IEEE International Conference on Web Services

Summary

conference-paper

An efficient multiple trust paths finding algorithm for trustworthy service provider selection in real-time Online Social Network environments

Published by

Proceedings - 2014 IEEE International Conference on Web Services, ICWS 2014

Summary

conference-paper

Influence analysis of online social networks

Published by

Jisuanji Xuebao/Chinese Journal of Computers

Summary

journal-article

The roadmap of trust and trust evaluation in web applications and web services

Published by

Advanced Web Services

Summary

book

Social context-aware trust inference for trust enhancement in social network based recommendations on service providers

Published by

World Wide Web

Summary

journal-article

Social context-aware trust inference for trust enhancement in social network based recommendations on service providers

Published by

World Wide Web

Summary

journal-article

The Roadmap of Trust and Trust Evaluation in Web Applications and Web Services

Published by

Advanced Web Services

Summary

other

The study of trust vector based trust rating aggregation in service-oriented environments

Published by

World Wide Web

Summary

journal-article

Synchronous/asynchronous patterns in three-cell networks with multiple time delays

Published by

International Journal of Bifurcation and Chaos

Summary

journal-article

The study of trust vector based trust rating aggregation in service-oriented environments

Published by

World Wide Web

Summary

journal-article

Two-dimensional trust rating aggregations in service-oriented applications

Published by

IEEE Transactions on Services Computing

Summary

journal-article

Two-dimensional trust rating aggregations in service-oriented applications

Published by

IEEE Transactions on Services Computing

Summary

journal-article

A Subjective Probability Based Deductive Approach to Global Trust Evaluation in Composite Services

Published by

2011 IEEE International Conference on Web Services

Summary

conference-paper

A subjective probability based deductive approach to global trust evaluation in composite services

Published by

Proceedings - 2011 IEEE 9th International Conference on Web Services, ICWS 2011

Summary

conference-paper

SYNCHRONOUS/ASYNCHRONOUS PATTERNS IN THREE-CELL NETWORKS WITH MULTIPLE TIME DELAYS

Published by

International Journal of Bifurcation and Chaos

Summary

journal-article

The prediction of trust rating based on the quality of services using fuzzy linear regression

Published by

2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011)

Summary

conference-paper

The prediction of trust rating based on the quality of services using fuzzy linear regression

Published by

IEEE International Conference on Fuzzy Systems

Summary

conference-paper

Context Based Trust Normalization in Service-Oriented Environments

Published by

Autonomic and Trusted Computing

Summary

other

Context based trust normalization in service-oriented environments

Published by

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Summary

book

Subjective Trust Inference in Composite Services

Published by

Proceedings of the Twenty-Fourth Aaai Conference on Artificial Intelligence (Aaai-10)

Summary

journal-article

Subjective trust inference in composite services

Published by

Proceedings of the National Conference on Artificial Intelligence

Summary

conference-paper

Trust-Oriented Composite Service Selection with QoS Constraints

Published by

Journal of Universal Computer Science

Summary

journal-article

Trust-oriented composite service selection with QoS constraints

Published by

Journal of Universal Computer Science

Summary

journal-article

Fuzzy Regression Based Trust Prediction in Service-Oriented Applications

Published by

Autonomic and Trusted Computing

Summary

other

Fuzzy regression based trust prediction in service-oriented applications

Published by

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Summary

book

Trust Evaluation in Composite Services Selection and Discovery

Published by

2009 IEEE International Conference on Services Computing

Summary

conference-paper

Trust evaluation in composite services selection and discovery

Published by

SCC 2009 - 2009 IEEE International Conference on Services Computing

Summary

conference-paper

Trust Management in Three Generations of Web-Based Social Networks

Published by

2009 Symposia and Workshops on Ubiquitous, Autonomic and Trusted Computing

Summary

conference-paper

Trust management in three generations of web-based social networks

Published by

UIC-ATC 2009 - Symposia and Workshops on Ubiquitous, Autonomic and Trusted Computing in Conjunction with the UIC'09 and ATC'09 Conferences

Summary

conference-paper

Trust-Oriented Composite Service Selection and Discovery

Published by

Service-Oriented Computing

Summary

other

Trust-oriented composite service selection and discovery

Published by

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Summary

book

A Trust Vector Approach to Service-Oriented Applications

Published by

2008 IEEE International Conference on Web Services

Summary

conference-paper

A trust vector approach to service-oriented applications

Published by

Proceedings of the IEEE International Conference on Web Services, ICWS 2008

Summary

conference-paper

Dynamics in three cells with multiple time delays

Published by

Nonlinear Analysis: Real World Applications

Summary

journal-article

Price trust evaluation in e-service oriented applications

Published by

Proceedings - 10th IEEE Joint Conference on E-Commerce Technology and the 5th Enterprise Computing, E-Commerce and E-Services, CEC 2008 and EEE 2008

Summary

conference-paper

Dynamics in three cells with multiple time delays

Published by

Nonlinear Analysis: Real World Applications

Summary

journal-article

Price Trust Evaluation in E-service Oriented Applications

Published by

2008 10th IEEE Conference on E-Commerce Technology and the Fifth IEEE Conference on Enterprise Computing, E-Commerce and E-Services

Summary

conference-paper