Xiaoying Gao

According to our database, Xiaoying Gao authored at least 107 papers between 1998 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Genetic Programming for Document Classification: A Transductive Transfer Learning System.

Wenlong Fu, Bing Xue, Xiaoying Gao, Mengjie Zhang

IEEE Trans. Cybern., February, 2024

Missing-Signal Tolerant Condition Monitoring via Multiscale Features and Domain Adaptation.

Yi He, Xiaoying Gao, Fuyang Chen, Shize Qin

IEEE Trans. Instrum. Meas., 2024

2023

Multi-generation multi-criteria feature construction using Genetic Programming.

Jianbin Ma, Xiaoying Gao, Ying Li

Swarm Evol. Comput., 2023

Multi-head attention based candidate segment selection in QA over hybrid data.

Qian Chen, Xiaoying Gao, Xin Guo, Suge Wang

Intell. Data Anal., 2023

A Two-Stage Hybrid GA-Cellular Encoding Approach to Neural Architecture Search.

Trevor Londt, Xiaoying Gao, Peter Andreae, Yi Mei

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Enhancing Interpretability in AI-Generated Image Detection with Genetic Programming.

Mingqian Lin, Lin Shang, Xiaoying Gao

Proceedings of the IEEE International Conference on Data Mining, 2023

XC-NAS: A New Cellular Encoding Approach for Neural Architecture Search of Multi-path Convolutional Neural Networks.

Trevor Londt, Xiaoying Gao, Peter Andreae, Yi Mei

Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

2022

Token replacement-based data augmentation methods for hate speech detection.

Kosisochukwu Judith Madukwe, Xiaoying Gao, Bing Xue

World Wide Web, 2022

A feature selection method with feature ranking using genetic programming.

Guopeng Liu, Jianbin Ma, Tongle Hu, Xiaoying Gao

Connect. Sci., 2022

Learning CNN architecture for multi-view text classification using genetic algorithms.

Finn Sargisson, Xiaoying Gao, Bing Xue

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

Deep Structure-Aware Approach for QA Over Incomplete Knowledge Bases.

Qian Chen, Xiaoying Gao, Xin Guo, Suge Wang

Proceedings of the Natural Language Processing and Chinese Computing, 2022

2021

Sentiment Time Series Calibration for Event Detection.

Jingyi Wu, Lin Shang, Xiaoying Gao

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Output-based transfer learning in genetic programming for document classification.

Wenlong Fu, Bing Xue, Xiaoying Gao, Mengjie Zhang

Knowl. Based Syst., 2021

Transductive transfer learning based Genetic Programming for balanced and unbalanced document classification using different types of features.

Wenlong Fu, Bing Xue, Xiaoying Gao, Mengjie Zhang

Appl. Soft Comput., 2021

Substituting clinical features using synthetic medical phrases: Medical text data augmentation techniques.

Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li, Michael Narag

Artif. Intell. Medicine, 2021

Evolving Multi-view Autoencoders for Text Classification.

Tuan Ha, Xiaoying Gao

Proceedings of the WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Melbourne VIC Australia, December 14, 2021

What Emotion Is Hate? Incorporating Emotion Information into the Hate Speech Detection Task.

Kosisochukwu Judith Madukwe, Xiaoying Gao, Bing Xue

Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021

Fake News Detection Using Multiple-View Text Representation.

Tuan Ha, Xiaoying Gao

Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021

Evolving Character-Level DenseNet Architectures Using Genetic Programming.

Trevor Londt, Xiaoying Gao, Peter Andreae

Proceedings of the Applications of Evolutionary Computation, 2021

Evolving Neural Networks for Text Classification using Genetic Algorithm-based Approaches.

Hayden Andersen, Sean Stevenson, Tuan Ha, Xiaoying Gao, Bing Xue

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020

A filter-based feature construction and feature selection approach for classification using Genetic Programming.

Jianbin Ma, Xiaoying Gao

Knowl. Based Syst., 2020

Evolving Character-level Convolutional Neural Networks for Text Classification.

Trevor Londt, Xiaoying Gao, Bing Xue, Peter Andreae

CoRR, 2020

Designing genetic programming classifiers with feature selection and feature construction.

Jianbin Ma, Xiaoying Gao

Appl. Soft Comput., 2020

Semantic association computation: a comprehensive survey.

Shahida Jabeen, Xiaoying Gao, Peter Andreae

Artif. Intell. Rev., 2020

Dependency-Based Embedding for Distinguishing Between Hate Speech and Offensive Language.

Kosisochukwu Judith Madukwe, Xiaoying Gao, Bing Xue

Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2020

A Dictionary-based Oversampling Approach to Clinical Document Classification on Small and Imbalanced Dataset.

Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li

Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2020

A GA-Based Approach to Fine-Tuning BERT for Hate Speech Detection.

Kosisochukwu Judith Madukwe, Xiaoying Gao, Bing Xue

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Evolving network structures for text classification using genetic algorithms.

Hayden Andersen, Xiaoying Gao, Bing Xue, Mengjie Zhang

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Ontology-Guided Data Augmentation for Medical Document Classification.

Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li

Proceedings of the Artificial Intelligence in Medicine, 2020

In Data We Trust: A Critical Analysis of Hate Speech Detection Datasets.

Kosisochukwu Judith Madukwe, Xiaoying Gao, Bing Xue

Proceedings of the Fourth Workshop on Online Abuse and Harms, 2020

2019

Old drug repositioning and new drug discovery through similarity learning from drug-target joint feature spaces.

Yi Zheng, Hui Peng, Xiaocai Zhang, Zhixun Zhao, Xiaoying Gao, Jinyan Li

BMC Bioinform., December, 2019

DDI-PULearn: a positive-unlabeled learning method for large-scale prediction of drug-drug interactions.

Yi Zheng, Hui Peng, Xiaocai Zhang, Zhixun Zhao, Xiaoying Gao, Jinyan Li

BMC Bioinform., 2019

Stratifying Risk of Coronary Artery Disease Using Discriminative Knowledge-Guided Medical Concept Pairings from Clinical Notes.

Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Genetic Programming based Transfer Learning for Document Classification with Self-taught and Ensemble Learning.

Wenlong Fu, Bing Xue, Xiaoying Gao, Mengjie Zhang

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

An Ontology-based Two-Stage Approach to Medical Text Classification with Feature Selection by Particle Swarm Optimisation.

Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

The Thin Line Between Hate and Profanity.

Kosisochukwu Judith Madukwe, Xiaoying Gao

Proceedings of the AI 2019: Advances in Artificial Intelligence, 2019

2018

Predicting Drug Targets from Heterogeneous Spaces using Anchor Graph Hashing and Ensemble Learning.

Yi Zheng, Hui Peng, Xiaocai Zhang, Xiaoying Gao, Jinyan Li

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Particle Swarm Optimization Based Two-Stage Feature Selection in Text Mining.

Xiaohan Bai, Xiaoying Gao, Bing Xue

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Uncovering Discriminative Knowledge-Guided Medical Concepts for Classifying Coronary Artery Disease Notes.

Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li

Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018

2017

Adapting sentiment analysis system from English to Slovak.

Martin Mikula, Xiaoying Gao, Kristína Machova

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Transductive Transfer Learning in Genetic Programming for Document Classification.

Wenlong Fu, Bing Xue, Mengjie Zhang, Xiaoying Gao

Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017

Cluster-than-Label: Semi-Supervised Approach for Domain Adaptation.

Santosh Kumar, Xiaoying Gao, Ian Welch

Proceedings of the 31st IEEE International Conference on Advanced Information Networking and Applications, 2017

2016

Query aspects approach to web search.

Daniel Crabtree, Xiaoying Gao, Peter Andreae

Web Intell., 2016

A Differential Evolution Approach to Feature Selection and Instance Selection.

Jiaheng Wang, Bing Xue, Xiaoying Gao, Mengjie Zhang

Proceedings of the PRICAI 2016: Trends in Artificial Intelligence, 2016

Learning Under Data Shift for Domain Adaptation: A Model-Based Co-clustering Transfer Learning Solution.

Santosh Kumar, Xiaoying Gao, Ian Welch

Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2016

Novel Features for Web Spam Detection.

Santosh Kumar, Xiaoying Gao, Ian Welch

Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

View-based text representation.

Chahine Koleejan, Xiaoying Gao

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

A Machine Learning Based Web Spam Filtering Approach.

Santosh Kumar, Xiaoying Gao, Ian Welch, Masood Mansoori

Proceedings of the 30th IEEE International Conference on Advanced Information Networking and Applications, 2016

2015

DIKEA: Exploiting Wikipedia for keyphrase extraction.

David X. Wang, Xiaoying Gao, Peter Andreae

Web Intell., 2015

A Soft Subspace Clustering Method for Text Data Using a Probability Based Feature Weighting Scheme.

Abdul Wahid, Xiaoying Gao, Peter Andreae

Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

Multi-objective clustering ensemble for high-dimensional data based on Strength Pareto Evolutionary Algorithm (SPEA-II).

Abdul Wahid, Xiaoying Gao, Peter Andreae

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

Multi-objective multi-view clustering ensemble based on evolutionary approach.

Abdul Wahid, Xiaoying Gao, Peter Andreae

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

A Hybrid Model for Learning Semantic Relatedness Using Wikipedia-Based Features.

Shahida Jabeen, Xiaoying Gao, Peter Andreae

Proceedings of the Web Information Systems Engineering - WISE 2014, 2014

Probabilistic Associations as a Proxy for Semantic Relatedness.

Shahida Jabeen, Xiaoying Gao, Peter Andreae

Proceedings of the Web Information Systems Engineering - WISE 2014, 2014

Wallace: Incorporating Search into Chatting.

Alexandre Sawczuk da Silva, Xiaoying Gao, Peter Andreae

Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

Using Asymmetric Associations for Commonsense Causality Detection.

Shahida Jabeen, Xiaoying Gao, Peter Andreae

Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

Multi-view clustering of web documents using multi-objective genetic algorithm.

Abdul Wahid, Xiaoying Gao, Peter Andreae

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013

CPRel: Semantic Relatedness Computation Using Wikipedia based Context Profiles.

Shahida Jabeen, Xiaoying Gao, Peter Andreae

Res. Comput. Sci., 2013

Query directed clustering.

Daniel Crabtree, Xiaoying Gao, Peter Andreae

Knowl. Inf. Syst., 2013

A multi-objective antidisturbance robust filter for SINS/GPS navigation systems.

Jia Liu, Yumin Zhang, Lei Guo, Xiaoying Gao

Int. J. Intell. Comput. Cybern., 2013

Exploiting User Queries for Search Result Clustering.

Abdul Wahid, Xiaoying Gao, Peter Andreae

Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

Directional Context Helps: Guiding Semantic Relatedness Computation by Asymmetric Word Associations.

Shahida Jabeen, Xiaoying Gao, Peter Andreae

Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

Detecting heap-spray attacks in drive-by downloads: Giving attackers a hand.

Van Lam Le, Ian Welch, Xiaoying Gao, Peter Komisarczuk

Proceedings of the 38th Annual IEEE Conference on Local Computer Networks, 2013

Anatomy of Drive-by Download Attack.

Van Lam Le, Ian Welch, Xiaoying Gao, Peter Komisarczuk

Proceedings of the Eleventh Australasian Information Security Conference, 2013

Information and Rough Set Theory Based Feature Selection Techniques.

Liam Cervante, Xiaoying Gao

Proceedings of the Active Media Technology - 9th International Conference, 2013

2012

Initial alignment for nonlinear inertial navigation systems with multiple disturbances based on enhanced anti-disturbance filtering.

Lei Guo, Songyin Cao, Chuntang Qi, Xiaoying Gao

Int. J. Control, 2012

A Novel Scoring Model to Detect Potential Malicious Web Pages.

Van Lam Le, Ian Welch, Xiaoying Gao, Peter Komisarczuk

Proceedings of the 11th IEEE International Conference on Trust, 2012

Automatic Keyword Extraction from Single-Sentence Natural Language Queries.

David X. Wang, Xiaoying Gao, Peter Andreae

Proceedings of the PRICAI 2012: Trends in Artificial Intelligence, 2012

Harnessing Wikipedia Semantics for Computing Contextual Relatedness.

Shahida Jabeen, Xiaoying Gao, Peter Andreae

Proceedings of the PRICAI 2012: Trends in Artificial Intelligence, 2012

DIKEA: Domain-Independent Keyphrase Extraction Algorithm.

David X. Wang, Xiaoying Gao, Peter Andreae

Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012

Query Expansion Powered by Wikipedia Hyperlinks.

Carson Bruce, Xiaoying Gao, Peter Andreae, Shahida Jabeen

Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012

Query Directed Web Page Clustering Using Suffix Tree and Wikipedia Links.

John Park, Xiaoying Gao, Peter Andreae

Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012

2011

Phoneme Based Representation for Vietnamese Web Page Classification.

Giang-Son Nguyen, Xiaoying Gao, Peter Andreae

Proceedings of the 2011 IEEE/WIC/ACM International Conference on Web Intelligence, 2011

Identification of Potential Malicious Web Pages.

Van Lam Le, Ian Welch, Xiaoying Gao, Peter Komisarczuk

Proceedings of the Ninth Australasian Information Security Conference, 2011

Two-Stage Classification Model to Detect Malicious Web Pages.

Van Lam Le, Ian Welch, Xiaoying Gao, Peter Komisarczuk

Proceedings of the 25th IEEE International Conference on Advanced Information Networking and Applications, 2011

Improving Suffix Tree Clustering with New Ranking and Similarity Measures.

Phiradit Worawitphinyo, Xiaoying Gao, Shahida Jabeen

Proceedings of the Advanced Data Mining and Applications - 7th International Conference, 2011

2010

Knowledge acquisition method from domain text based on theme logic model and artificial neural network.

Jun Wang, Yunpeng Wu, Xuening Liu, Xiaoying Gao

Expert Syst. Appl., 2010

Improving AbraQ: An Automatic Query Expansion Algorithm.

Glen Robertson, Xiaoying Gao

Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

2009

Text Categorization for Vietnamese Documents.

Giang-Son Nguyen, Xiaoying Gao, Peter Andreae

Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2009

Vietnamese Document Representation and Classification.

Giang-Son Nguyen, Xiaoying Gao, Peter Andreae

Proceedings of the AI 2009: Advances in Artificial Intelligence, 2009

2008

Detecting data records in semi-structured web sites based on text token clustering.

Xiaoying Gao, Le Phong Bao Vuong, Mengjie Zhang

Integr. Comput. Aided Eng., 2008

A Novel Alternative Weighted Fuzzy C-Means Algorithm and Cluster Validity Analysis.

Xiang Wang, Rui Guo, Jizhong Liu, Xiaoying Gao, Lina Wang, Wei Lei, Zhiying Liu, Chi Zhang, Ke Zuo

Proceedings of the PACIIA 2008, 2008

2007

A New Crossover Operator in Genetic Programming for Object Classification.

Mengjie Zhang, Xiaoying Gao, Weijun Lou

IEEE Trans. Syst. Man Cybern. Part B, 2007

Understanding Query Aspects with applications to Interactive Query Expansion.

Daniel Crabtree, Peter Andreae, Xiaoying Gao

Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

QC4 - A Clustering Evaluation Method.

Daniel Crabtree, Peter Andreae, Xiaoying Gao

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

Automatic Data Record Detection in Web Pages.

Xiaoying Gao, Le Phong Bao Vuong, Mengjie Zhang

Proceedings of the Knowledge Science, 2007

Exploiting underrepresented query aspects for automatic query expansion.

Daniel Crabtree, Peter Andreae, Xiaoying Gao

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Using Clustering for Web Information Extraction.

Le Phong Bao Vuong, Xiaoying Gao

Proceedings of the AI 2007: Advances in Artificial Intelligence, 2007

2006

Data Extraction from Semi-structured Web Pages by Clustering.

Le Phong Bao Vuong, Xiaoying Gao, Mengjie Zhang

Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006

Query Directed Web Page Clustering.

Daniel Crabtree, Peter Andreae, Xiaoying Gao

Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006

Investigation of Brood Size in GP with Brood Recombination Crossover for Object Recognition.

Mengjie Zhang, Xiaoying Gao, Weijun Lou, Dongping Qian

Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Modelling Citation Networks for Improving Scientific Paper Classification Performance.

Mengjie Zhang, Xiaoying Gao, Minh Duc Cao, Yuejin Ma

Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Neural Networks for Scientific Paper Classification.

Mengjie Zhang, Xiaoying Gao, Minh Duc Cao, Yuejin Ma

Proceedings of the First International Conference on Innovative Computing, Information and Control (ICICIC 2006), 30 August, 2006

Looseness Controlled Crossover in GP for Object Recognition.

Mengjie Zhang, Xiaoying Gao, Weijun Lou

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

GP for Object Classification: Brood Size in Brood Recombination Crossover.

Mengjie Zhang, Xiaoying Gao, Weijun Lou

Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

TreeWrapper: Automatic Data Extraction Based on Tree Representation.

Xiaoying Gao, Mengjie Zhang, Minh Duc Cao

Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

Information Extraction from A Whole Web Site.

Xiaoying Gao, Mengjie Zhang

Proceedings of the Advances in Intelligent IT, 2006

2005

Standardized Evaluation Method for Web Clustering Results.

Daniel Crabtree, Xiaoying Gao, Peter Andreae

Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

Improving Web Clustering by Cluster Selection.

Daniel Crabtree, Xiaoying Gao, Peter Andreae

Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

Combining Contents and Citations for Scientific Document Classification.

Minh Duc Cao, Xiaoying Gao

Proceedings of the AI 2005: Advances in Artificial Intelligence, 2005

2004

Automatic Pattern Construction For Web Information Extraction.

Xiaoying Gao, Mengjie Zhang, Peter Andreae

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2004

A Knowledge Learning Approach to Information Extraction from Multiple Text Based Web Sites.

Xiaoying Gao, Mengjie Zhang

Int. J. Artif. Intell. Tools, 2004

Approximately Repetitive Structure Detection for Wrapper Induction.

Xiaoying Gao, Peter Andreae, Richard Collins

Proceedings of the PRICAI 2004: Trends in Artificial Intelligence, 2004

2003

Learning Information Extraction Patterns from Tabular Web Pages without Manual Labelling.

Xiaoying Gao, Mengjie Zhang, Peter Andreae

Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

Learning Knowledge Bases for Information Extraction from Multiple Text Based Web Sites.

Xiaoying Gao, Mengjie Zhang

Proceedings of the 2003 IEEE/WIC International Conference on Intelligent Agent Technology (IAT 2003), 2003

2000

Knowledge-Based Information Agents.

Xiaoying Gao, Leon Sterling

Proceedings of the Advances in Artificial Intelligence. PRICAI 2000 Workshop Reader, Four Workshops held at PRICAI 2000, Melbourne, Australia, August 28, 2000

1998

Classified Advertisement Search Agent (CASA): A Knowledge-Based Information Agent for Searching Semi-Structured Text.

Xiaoying Gao, Leon Sterling

Proceedings of the Third International Conference on the Practical Application of Intelligent Agents and Multi-Agent Technology, 1998