Zhaoxia WANG

About

Zhaoxia WANG is an Associate Professor of Computer Science (Practice) in the School of Computing and Information Systems at Singapore Management University (SMU). Prior to joining SMU, she worked at the Institute of High Performance Computing (IHPC) under the Agency for Science, Technology, and Research (A*STAR), Singapore, rising to the position of Senior Scientist and Programme Manager. She has held various positions at several academic institutions, including as a Visiting Scholar at the University of Birmingham, UK, Adjunct Professor at Tianjin University, Adjunct Faculty at the National University of Singapore, and Adjunct Professor at Nanjing University of Information Science and Technology. Her research interests include Natural Language Processing (NLP), Natural Language Understanding (NLU), machine learning, sentiment analysis, emotion analysis, social media analysis, fake news detection, time series analysis, complex system analysis, image processing, knowledge graphs, knowledge representation, causal reasoning, intelligent robotics, large language models (LLMs), and other Artificial Intelligence (AI)-related research and applications. She is an Associate Editor for Complex & Intelligent Systems, IEEE Transactions on Affective Computing, and IEEE Transactions on Emerging Topics in Computational Intelligence.

Work

Singapore Management University (SMU)
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Associate Professor of Computer Science (Practice)

Singapore

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Publications

Evaluating the Impact of LLM-Manipulated Content on Fake News Detection

Summary

book-chapter

A review of Chinese sentiment analysis: subjects, methods, and trends

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Artificial Intelligence Review

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journal-article

Large Language Models for Logical Fallacy Detection

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book-chapter

Evaluation of Orca 2 Against Other LLMs for Retrieval Augmented Generation

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book-chapter

Joint Weakly Supervised Image Emotion Analysis Based on Interclass Discrimination and Intraclass Correlation

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IEEE Intelligent Systems

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journal-article

Machine Learning for Refining Knowledge Graphs: A Survey

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ACM Computing Surveys

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journal-article

MiMuSA—mimicking human language understanding for fine-grained multi-class sentiment analysis

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Neural Computing and Applications

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journal-article

Seven Pillars for the Future of Artificial Intelligence

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IEEE Intelligent Systems

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journal-article

Survey on sentiment analysis: evolution of research methods and topics

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Artificial Intelligence Review

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journal-article

MSRL-Net: A multi-level semantic relation-enhanced learning network for aspect-based sentiment analysis

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Expert Systems with Applications

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journal-article

Mining Consumer Brand Relationship from Social Media Data: A Natural Language Processing Approach

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book-chapter

Boundary precedence image inpainting method based on Self-organizing Maps

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Knowledge-Based Systems

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journal-article

Learning-Based Stock Market Trending Analysis by Incorporating Social Media Sentiment Analysis

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other

Optimal feature selection for learning-based algorithms for sentiment classification

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Cognitive Computation

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journal-article

Multi-Level Fine-Scaled Sentiment Sensing with Ambivalence Handling

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International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems

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journal-article

A review of emotion sensing: categorization models and algorithms

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Multimedia Tools and Applications

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journal-article

Language and Robotics: Complex Sentence Understanding

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International Conference on Intelligent Robotics and Applications

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conference-paper

On true language understanding

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International Conference on Artificial Intelligence and Security

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conference-paper

Comparing ELM with SVM in the Field of Sentiment Classification of Social Media Text Data

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International Conference on Extreme Learning Machine

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conference-paper

Data center holistic demand response algorithm to smooth microgrid tie-line power fluctuation

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Applied Energy

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journal-article

Extreme learning machine for intent classification of web data

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Proceedings of ELM-2016

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book-chapter

Secondary frequency stochastic optimal control in independent microgrids with virtual synchronous generator-controlled energy storage systems

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Energies

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journal-article

Stock market prediction analysis by incorporating social and news opinion and sentiment

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2018 IEEE International Conference on Data Mining Workshops (ICDMW)

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conference-paper

A method and system for sentiment classification and emotion classification

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other

Extreme learning machine for multi-class sentiment classification of tweets

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Proceedings of ELM-2015 Volume 1

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book-chapter

Feature knowledge based fault detection of induction motors through the analysis of stator current data

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IEEE Transactions on Instrumentation and Measurement

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journal-article

Fine-grained sentiment analysis of social media with emotion sensing

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2016 Future Technologies Conference (FTC)

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conference-paper

Harmonic analysis in integrated energy system based on compressed sensing

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Applied energy

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journal-article

Lexicon knowledge extraction with sentiment polarity computation

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2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW)

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conference-paper

Leveraging social networking sites for disease surveillance and public sensing: the case of the 2013 avian influenza A (H7N9) outbreak in China

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Western Pacific surveillance and response journal: WPSAR

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journal-article

Understanding natural disasters as risks in supply chain management through web data analysis

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International Journal of Computer and Communication Engineering

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journal-article

Enhancing machine-learning methods for sentiment classification of web data

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Asia Information Retrieval Symposium

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conference-paper

Anomaly detection through enhanced sentiment analysis on social media data

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2014 IEEE 6th international conference on cloud computing technology and science

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conference-paper

Issues of social data analytics with a new method for sentiment analysis of social media data

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2014 IEEE 6th International Conference on Cloud Computing Technology and Science

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conference-paper

An agent-based network analytic perspective on the evolution of complex adaptive supply chain networks

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2013 3rd International Conference on Instrumentation Control and Automation (ICA)

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conference-paper

Disclosing climate change patterns using an adaptive Markov chain pattern detection method

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2013 International Conference on Social Intelligence and Technology

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conference-paper

RiskVis: Supply chain visualization with risk management and real-time monitoring

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2013 IEEE International Conference on Automation Science and Engineering (CASE)

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conference-paper

Social media for supply chain risk management

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2013 IEEE International Conference on Industrial Engineering and Engineering Management

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conference-paper

Delayed effects of climate variables on incidence of dengue in Singapore during 2000-2010

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APCBEE Procedia

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journal-article

Delayed effects of weather variables on incidence of Dengue fever in Singapore from 2000-2010

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International Journal of Environmental Science and Development

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journal-article

Visualization for anomaly detection and data management by leveraging network, sensor and GIS techniques

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2012 IEEE 18th International Conference on Parallel and Distributed Systems

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conference-paper

A feature based frequency domain analysis algorithm for fault detection of induction motors

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2011 6th IEEE Conference on Industrial Electronics and Applications

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conference-paper

Hierarchical fuzzy logic system for implementing maintenance schedules of offshore power systems

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IEEE Transactions on Smart Grid

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journal-article

Image in painting method based on evolutionary algorithm

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journal-article

Online fault detection of induction motors using frequency domain independent components analysis

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2011 IEEE International Symposium on Industrial Electronics

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conference-paper

Supervisory evolutionary optimization strategy for adaptive maintenance schedules

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2011 IEEE International Symposium on Industrial Electronics

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conference-paper

A structure first image inpainting approach based on self-organizing map (SOM)

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The 2nd International Conference on Information Science and Engineering

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conference-paper

Automobile exhaust gas detection based on fuzzy temperature compensation system

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International Conference on Artificial Intelligence and Computational Intelligence

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conference-paper

Further exploration on relationship between crisp sets and fuzzy sets

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2010 The 2nd International Conference on Computer and Automation Engineering (ICCAE)

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conference-paper

Hybrid time-frequency domain analysis for inverter-fed induction motor fault detection

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2010 IEEE International Symposium on Industrial Electronics

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conference-paper

Adaptive type-2 fuzzy maintenance advisor for offshore power systems

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2009 IEEE International Conference on Systems, Man and Cybernetics

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conference-paper

Application of fast independent component analysis in fault detection induction motor [J]

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Journal of TIANJIN Polytechnic University

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journal-article

Describing fuzzy sets using a new concept: fuzzify functor

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Optoelectronics Letters

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journal-article

Detecting automotive exhaust gas based on fuzzy inference system

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2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery

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conference-paper

Ensemble and individual noise reduction method for induction-motor signature analysis

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journal-article

Multilayer image inpainting approach based on neural networks

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2009 Fifth International Conference on Natural Computation

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conference-paper

Online fault detection of induction motors using independent component analysis and fuzzy neural network

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journal-article

Determining the number of BP neural network hidden layer units

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Journal of tianjin University of Technology

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journal-article

Quality of service routing strategy using supervised genetic algorithm

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dissertation-thesis

Research on fuzzy neural network algorithms for nonlinear network traffic predicting

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Optoelectronics Letters

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journal-article

Study of predicting network traffic using fuzzy neural networks [J]

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Journal of China Institute of Communications

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journal-article

QoS routing optimization strategy using genetic algorithm in optical fiber communication networks

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Journal of Computer Science and Technology

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journal-article

A New Strategy Study for Routing Optimization Using Partheno-genetic Algorithm with N-dimensional Matrix Binary Coding Method

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Computer Engineering and Applications

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journal-article

Predicting nonlinear network traffic using fuzzy neural network

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Fourth International Conference on Information, Communications and Signal Processing, 2003 and the Fourth Pacific Rim Conference on Multimedia. Proceedings of the 2003 Joint

Summary

conference-paper

Zhaoxia WANG