Classified Advertisement Search Agent (CASA): A Knowledge-Based Information Agent for Searching Semi-Structured Text. - Xiaoying Gao; Leon Sterling (PAAM, 1998)

Knowledge-Based Information Agents. - Xiaoying Gao; Leon Sterling (PRICAI Workshops, 2000)

Learning Knowledge Bases for Information Extraction from Multiple Text Based Web Sites. - Xiaoying Gao; Mengjie Zhang 001 (IAT, 2003)

Learning Information Extraction Patterns from Tabular Web Pages without Manual Labelling. - Xiaoying Gao; Mengjie Zhang 001; Peter Andreae (Web Intelligence, 2003)

Approximately Repetitive Structure Detection for Wrapper Induction. - Xiaoying Gao; Peter Andreae; Richard Collins (PRICAI, 2004)

A Knowledge Learning Approach to Information Extraction from Multiple Text Based Web Sites. - Xiaoying Gao; Mengjie Zhang 001 (Int. J. Artif. Intell. Tools, 2004)

Automatic Pattern Construction For Web Information Extraction. - Xiaoying Gao; Mengjie Zhang 001; Peter Andreae (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2004)

Combining Contents and Citations for Scientific Document Classification. - Minh Duc Cao; Xiaoying Gao (Australian Conference on Artificial Intelligence, 2005)

Improving Web Clustering by Cluster Selection. - Daniel Crabtree; Xiaoying Gao; Peter Andreae (Web Intelligence, 2005)

Standardized Evaluation Method for Web Clustering Results. - Daniel Crabtree; Xiaoying Gao; Peter Andreae (Web Intelligence, 2005)

Information Extraction from A Whole Web Site. - Xiaoying Gao; Mengjie Zhang 001 (AMT, 2006)

TreeWrapper: Automatic Data Extraction Based on Tree Representation. - Xiaoying Gao; Mengjie Zhang 001; Minh Duc Cao (Australian Conference on Artificial Intelligence, 2006)

GP for Object Classification: Brood Size in Brood Recombination Crossover. - Mengjie Zhang 001; Xiaoying Gao; Weijun Lou (Australian Conference on Artificial Intelligence, 2006)

Looseness Controlled Crossover in GP for Object Recognition. - Mengjie Zhang 001; Xiaoying Gao; Weijun Lou (IEEE Congress on Evolutionary Computation, 2006)

Neural Networks for Scientific Paper Classification. - Mengjie Zhang 001; Xiaoying Gao; Minh Duc Cao; Yuejin Ma (ICICIC (2), 2006)

Modelling Citation Networks for Improving Scientific Paper Classification Performance. - Mengjie Zhang 001; Xiaoying Gao; Minh Duc Cao; Yuejin Ma (PRICAI, 2006)

Investigation of Brood Size in GP with Brood Recombination Crossover for Object Recognition. - Mengjie Zhang 001; Xiaoying Gao; Weijun Lou; Dongping Qian (PRICAI, 2006)

Query Directed Web Page Clustering. - Daniel Crabtree; Peter Andreae; Xiaoying Gao (Web Intelligence, 2006)

Data Extraction from Semi-structured Web Pages by Clustering. - Le Phong Bao Vuong; Xiaoying Gao; Mengjie Zhang 001 (Web Intelligence, 2006)

Using Clustering for Web Information Extraction. - Le Phong Bao Vuong; Xiaoying Gao (Australian Conference on Artificial Intelligence, 2007)

Exploiting underrepresented query aspects for automatic query expansion. - Daniel Crabtree; Peter Andreae; Xiaoying Gao (KDD, 2007)

Automatic Data Record Detection in Web Pages. - Xiaoying Gao; Le Phong Bao Vuong; Mengjie Zhang 001 (KSEM, 2007)

QC4 - A Clustering Evaluation Method. - Daniel Crabtree; Peter Andreae; Xiaoying Gao (PAKDD, 2007)

Understanding Query Aspects with applications to Interactive Query Expansion. - Daniel Crabtree; Peter Andreae; Xiaoying Gao (Web Intelligence, 2007)

A New Crossover Operator in Genetic Programming for Object Classification. - Mengjie Zhang 001; Xiaoying Gao; Weijun Lou (IEEE Trans. Syst. Man Cybern. Part B, 2007)

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 (PACIIA (2), 2008)

Detecting data records in semi-structured web sites based on text token clustering. - Xiaoying Gao; Le Phong Bao Vuong; Mengjie Zhang 001 (Integr. Comput. Aided Eng., 2008)

Vietnamese Document Representation and Classification. - Giang-Son Nguyen; Xiaoying Gao; Peter Andreae (Australasian Conference on Artificial Intelligence, 2009)

Text Categorization for Vietnamese Documents. - Giang-Son Nguyen; Xiaoying Gao; Peter Andreae (Web Intelligence/IAT Workshops, 2009)

Improving AbraQ: An Automatic Query Expansion Algorithm. - Glen Robertson; Xiaoying Gao (Web Intelligence, 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 Suffix Tree Clustering with New Ranking and Similarity Measures. - Phiradit Worawitphinyo; Xiaoying Gao; Shahida Jabeen (ADMA (2), 2011)

Two-Stage Classification Model to Detect Malicious Web Pages. - Van Lam Le; Ian Welch; Xiaoying Gao; Peter Komisarczuk (AINA, 2011)

Identification of Potential Malicious Web Pages. - Van Lam Le; Ian Welch; Xiaoying Gao; Peter Komisarczuk (AISC, 2011)

Phoneme Based Representation for Vietnamese Web Page Classification. - Giang-Son Nguyen; Xiaoying Gao; Peter Andreae (Web Intelligence, 2011)

Query Directed Web Page Clustering Using Suffix Tree and Wikipedia Links. - John Park; Xiaoying Gao; Peter Andreae (ADMA, 2012)

Query Expansion Powered by Wikipedia Hyperlinks. - Carson Bruce; Xiaoying Gao; Peter Andreae; Shahida Jabeen (Australasian Conference on Artificial Intelligence, 2012)

DIKEA: Domain-Independent Keyphrase Extraction Algorithm. - David X. Wang; Xiaoying Gao; Peter Andreae (Australasian Conference on Artificial Intelligence, 2012)

Harnessing Wikipedia Semantics for Computing Contextual Relatedness. - Shahida Jabeen; Xiaoying Gao; Peter Andreae (PRICAI, 2012)

Automatic Keyword Extraction from Single-Sentence Natural Language Queries. - David X. Wang; Xiaoying Gao; Peter Andreae (PRICAI, 2012)

A Novel Scoring Model to Detect Potential Malicious Web Pages. - Van Lam Le; Ian Welch; Xiaoying Gao; Peter Komisarczuk (TrustCom, 2012)

Initial alignment for nonlinear inertial navigation systems with multiple disturbances based on enhanced anti-disturbance filtering. - Lei Guo 003; Songyin Cao; Chuntang Qi; Xiaoying Gao (Int. J. Control, 2012)

Information and Rough Set Theory Based Feature Selection Techniques. - Liam Cervante; Xiaoying Gao (AMT, 2013)

Anatomy of Drive-by Download Attack. - Van Lam Le; Ian Welch; Xiaoying Gao; Peter Komisarczuk (AISC, 2013)

Detecting heap-spray attacks in drive-by downloads: Giving attackers a hand. - Van Lam Le; Ian Welch; Xiaoying Gao; Peter Komisarczuk (LCN, 2013)

Directional Context Helps: Guiding Semantic Relatedness Computation by Asymmetric Word Associations. - Shahida Jabeen; Xiaoying Gao; Peter Andreae (WISE (1), 2013)

Exploiting User Queries for Search Result Clustering. - Abdul Wahid; Xiaoying Gao; Peter Andreae (WISE (1), 2013)

A multi-objective antidisturbance robust filter for SINS/GPS navigation systems. - Jia Liu; Yumin Zhang; Lei Guo 003; Xiaoying Gao (Int. J. Intell. Comput. Cybern., 2013)

Query directed clustering. - Daniel Crabtree; Xiaoying Gao; Peter Andreae (Knowl. Inf. Syst., 2013)

CPRel: Semantic Relatedness Computation Using Wikipedia based Context Profiles. - Shahida Jabeen; Xiaoying Gao; Peter Andreae (Res. Comput. Sci., 2013)

Multi-view clustering of web documents using multi-objective genetic algorithm. - Abdul Wahid; Xiaoying Gao; Peter Andreae (IEEE Congress on Evolutionary Computation, 2014)

Using Asymmetric Associations for Commonsense Causality Detection. - Shahida Jabeen; Xiaoying Gao; Peter Andreae (PRICAI, 2014)

Wallace: Incorporating Search into Chatting. - Alexandre Sawczuk da Silva; Xiaoying Gao; Peter Andreae (PRICAI, 2014)

Probabilistic Associations as a Proxy for Semantic Relatedness. - Shahida Jabeen; Xiaoying Gao; Peter Andreae (WISE (1), 2014)

A Hybrid Model for Learning Semantic Relatedness Using Wikipedia-Based Features. - Shahida Jabeen; Xiaoying Gao; Peter Andreae (WISE (1), 2014)

Multi-objective multi-view clustering ensemble based on evolutionary approach. - Abdul Wahid; Xiaoying Gao; Peter Andreae (CEC, 2015)

Multi-objective clustering ensemble for high-dimensional data based on Strength Pareto Evolutionary Algorithm (SPEA-II). - Abdul Wahid; Xiaoying Gao; Peter Andreae (DSAA, 2015)

A Soft Subspace Clustering Method for Text Data Using a Probability Based Feature Weighting Scheme. - Abdul Wahid; Xiaoying Gao; Peter Andreae (WISE (2), 2015)

DIKEA: Exploiting Wikipedia for keyphrase extraction. - David X. Wang; Xiaoying Gao; Peter Andreae (Web Intell., 2015)

A Machine Learning Based Web Spam Filtering Approach. - Santosh Kumar; Xiaoying Gao; Ian Welch; Masood Mansoori (AINA, 2016)

View-based text representation. - Chahine Koleejan; Xiaoying Gao (CEC, 2016)

Novel Features for Web Spam Detection. - Santosh Kumar; Xiaoying Gao; Ian Welch (ICTAI, 2016)

Learning Under Data Shift for Domain Adaptation: A Model-Based Co-clustering Transfer Learning Solution. - Santosh Kumar; Xiaoying Gao; Ian Welch (PKAW, 2016)

A Differential Evolution Approach to Feature Selection and Instance Selection. - Jiaheng Wang 004; Bing Xue 001; Xiaoying Gao; Mengjie Zhang 001 (PRICAI, 2016)

Query aspects approach to web search. - Daniel Crabtree; Xiaoying Gao; Peter Andreae (Web Intell., 2016)

Cluster-than-Label: Semi-Supervised Approach for Domain Adaptation. - Santosh Kumar; Xiaoying Gao; Ian Welch (AINA, 2017)

Transductive Transfer Learning in Genetic Programming for Document Classification. - Wenlong Fu; Bing Xue 001; Mengjie Zhang 001; Xiaoying Gao (SEAL, 2017)

Adapting sentiment analysis system from English to Slovak. - Martin Mikula; Xiaoying Gao; Kristína Machova (SSCI, 2017)

Uncovering Discriminative Knowledge-Guided Medical Concepts for Classifying Coronary Artery Disease Notes. - Mahdi Abdollahi; Xiaoying Gao; Yi Mei 001; Shameek Ghosh; Jinyan Li 001 (Australasian Conference on Artificial Intelligence, 2018)

Particle Swarm Optimization Based Two-Stage Feature Selection in Text Mining. - Xiaohan Bai; Xiaoying Gao; Bing Xue 001 (CEC, 2018)

Predicting Drug Targets from Heterogeneous Spaces using Anchor Graph Hashing and Ensemble Learning. - Yi Zheng 002; Hui Peng; Xiaocai Zhang; Xiaoying Gao; Jinyan Li 001 (IJCNN, 2018)

The Thin Line Between Hate and Profanity. - Kosisochukwu Judith Madukwe; Xiaoying Gao (Australasian Conference on Artificial Intelligence, 2019)

An Ontology-based Two-Stage Approach to Medical Text Classification with Feature Selection by Particle Swarm Optimisation. - Mahdi Abdollahi; Xiaoying Gao; Yi Mei 001; Shameek Ghosh; Jinyan Li 001 (CEC, 2019)

Genetic Programming based Transfer Learning for Document Classification with Self-taught and Ensemble Learning. - Wenlong Fu; Bing Xue 001; Xiaoying Gao; Mengjie Zhang 001 (CEC, 2019)

Stratifying Risk of Coronary Artery Disease Using Discriminative Knowledge-Guided Medical Concept Pairings from Clinical Notes. - Mahdi Abdollahi; Xiaoying Gao; Yi Mei 001; Shameek Ghosh; Jinyan Li 001 (PRICAI (3), 2019)

DDI-PULearn: a positive-unlabeled learning method for large-scale prediction of drug-drug interactions. - Yi Zheng 002; Hui Peng; Xiaocai Zhang; Zhixun Zhao; Xiaoying Gao; Jinyan Li 001 (BMC Bioinform., 2019)

Old drug repositioning and new drug discovery through similarity learning from drug-target joint feature spaces. - Yi Zheng 002; Hui Peng; Xiaocai Zhang; Zhixun Zhao; Xiaoying Gao; Jinyan Li 001 (BMC Bioinform., 2019)

In Data We Trust: A Critical Analysis of Hate Speech Detection Datasets. - Kosisochukwu Judith Madukwe; Xiaoying Gao; Bing Xue 001 (WOAH, 2020)

Ontology-Guided Data Augmentation for Medical Document Classification. - Mahdi Abdollahi; Xiaoying Gao; Yi Mei 001; Shameek Ghosh; Jinyan Li 001 (AIME, 2020)

Evolving network structures for text classification using genetic algorithms. - Hayden Andersen; Xiaoying Gao; Bing Xue 001; Mengjie Zhang 001 (GECCO Companion, 2020)

A GA-Based Approach to Fine-Tuning BERT for Hate Speech Detection. - Kosisochukwu Judith Madukwe; Xiaoying Gao; Bing Xue 001 (SSCI, 2020)

A Dictionary-based Oversampling Approach to Clinical Document Classification on Small and Imbalanced Dataset. - Mahdi Abdollahi; Xiaoying Gao; Yi Mei 001; Shameek Ghosh; Jinyan Li 001 (WI/IAT, 2020)

Dependency-Based Embedding for Distinguishing Between Hate Speech and Offensive Language. - Kosisochukwu Judith Madukwe; Xiaoying Gao; Bing Xue 001 (WI/IAT, 2020)

Semantic association computation: a comprehensive survey. - Shahida Jabeen; Xiaoying Gao; Peter Andreae (Artif. Intell. Rev., 2020)

Designing genetic programming classifiers with feature selection and feature construction. - Jianbin Ma; Xiaoying Gao (Appl. Soft Comput., 2020)

Evolving Character-level Convolutional Neural Networks for Text Classification. - Trevor Londt; Xiaoying Gao; Bing Xue 001; Peter Andreae (CoRR, 2020)

A filter-based feature construction and feature selection approach for classification using Genetic Programming. - Jianbin Ma; Xiaoying Gao (Knowl. Based Syst., 2020)

Evolving Neural Networks for Text Classification using Genetic Algorithm-based Approaches. - Hayden Andersen; Sean Stevenson; Tuan Ha; Xiaoying Gao; Bing Xue 001 (CEC, 2021)

Evolving Character-Level DenseNet Architectures Using Genetic Programming. - Trevor Londt; Xiaoying Gao; Peter Andreae (EvoApplications, 2021)

Fake News Detection Using Multiple-View Text Representation. - Tuan Ha; Xiaoying Gao (PRICAI (2), 2021)

What Emotion Is Hate? Incorporating Emotion Information into the Hate Speech Detection Task. - Kosisochukwu Judith Madukwe; Xiaoying Gao; Bing Xue 001 (PRICAI (2), 2021)

Evolving Multi-view Autoencoders for Text Classification. - Tuan Ha; Xiaoying Gao (WI/IAT, 2021)

Substituting clinical features using synthetic medical phrases: Medical text data augmentation techniques. - Mahdi Abdollahi; Xiaoying Gao; Yi Mei 001; Shameek Ghosh; Jinyan Li 001; Michael Narag (Artif. Intell. Medicine, 2021)

Transductive transfer learning based Genetic Programming for balanced and unbalanced document classification using different types of features. - Wenlong Fu; Bing Xue 001; Xiaoying Gao; Mengjie Zhang 001 (Appl. Soft Comput., 2021)

Output-based transfer learning in genetic programming for document classification. - Wenlong Fu; Bing Xue 001; Xiaoying Gao; Mengjie Zhang 001 (Knowl. Based Syst., 2021)

Sentiment Time Series Calibration for Event Detection. - Jingyi Wu; Lin Shang 001; Xiaoying Gao (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Deep Structure-Aware Approach for QA Over Incomplete Knowledge Bases. - Qian Chen 023; Xiaoying Gao; Xin Guo; Suge Wang (NLPCC (1), 2022)

Learning CNN architecture for multi-view text classification using genetic algorithms. - Finn Sargisson; Xiaoying Gao; Bing Xue 001 (SSCI, 2022)

A feature selection method with feature ranking using genetic programming. - Guopeng Liu; Jianbin Ma; Tongle Hu; Xiaoying Gao (Connect. Sci., 2022)

Token replacement-based data augmentation methods for hate speech detection. - Kosisochukwu Judith Madukwe; Xiaoying Gao; Bing Xue 001 (World Wide Web, 2022)

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 001 (AI (2), 2023)

Enhancing Interpretability in AI-Generated Image Detection with Genetic Programming. - Mingqian Lin; Lin Shang 001; Xiaoying Gao (ICDM (Workshops), 2023)

A Two-Stage Hybrid GA-Cellular Encoding Approach to Neural Architecture Search. - Trevor Londt; Xiaoying Gao; Peter Andreae; Yi Mei 001 (SSCI, 2023)

Multi-head attention based candidate segment selection in QA over hybrid data. - Qian Chen 023; Xiaoying Gao; Xin Guo; Suge Wang (Intell. Data Anal., 2023)

Multi-generation multi-criteria feature construction using Genetic Programming. - Jianbin Ma; Xiaoying Gao; Ying Li (Swarm Evol. Comput., 2023)

Autonomous Aspect-Image Instruction a2II: Q-Former Guided Multimodal Sentiment Classification. - Junjia Feng; Mingqian Lin; Lin Shang 001; Xiaoying Gao (LREC/COLING, 2024)

Archive-based multiple feature construction methods using adaptive Genetic Programming. - Kaixuan Jia; Jianbin Ma; Xiaoying Gao; Jiaxin Niu (GECCO Companion, 2024)

Multi-objective multi-population Genetic Programming for feature selection and classification to high-dimensional data. - Qiaoman Li; Xiaoying Gao; Wenyang Meng; Jianbin Ma (GECCO Companion, 2024)

A Cooperative Coevolution Neural Architecture Search Approach for Evolving Convolutional Neural Networks. - Trevor Londt; Xiaoying Gao; Yi Mei 001 (GECCO Companion, 2024)

An Ontology-based Three-Stage Approach to Medical Text classification with Feature Selection by Particle Swarm Optimisation. - Mahdi Abdollahi; Xiaoying Gao; Yi Mei 001; Shameek Ghosh; Jinyan Li 001; Michael Narag (KES, 2024)

SeCor: Aligning Semantic and Collaborative Representations by Large Language Models for Next-Point-of-Interest Recommendations. - Shirui Wang; Bohan Xie; Ling Ding 003; Xiaoying Gao; Jianting Chen; Yang Xiang 006 (RecSys, 2024)

Ensemble classifiers using multi-objective Genetic Programming for unbalanced data. - Wenyang Meng; Ying Li; Xiaoying Gao; Jianbin Ma (Appl. Soft Comput., 2024)

Dual De-confounded Causal Intervention method for knowledge graph error detection. - Yunxiao Yang; Jianting Chen; Xiaoying Gao; Yang Xiang 006 (Knowl. Based Syst., 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)

Genetic Programming for Document Classification: A Transductive Transfer Learning System. - Wenlong Fu; Bing Xue 001; Xiaoying Gao; Mengjie Zhang 001 (IEEE Trans. Cybern., 2024)

Multi-Objective Genetic Programming for Imbalanced Classification with Adaptive Thresholds and a New Fitness Function. - Minghui Bai; Xiaoying Gao; Jiaxin Niu; Jianbin Ma (GECCO, 2025)

Advancing Comprehensive Aspect-Based Sentiment Analysis with Generative Models. - Bisma Ayaz; Xiaoying Gao; Bing Xue 001 (PAKDD (7), 2025)

Advancing Rubric-Based Automated Essay Scoring with Multi-view BERT: A Case Study in New Zealand. - Jie Dong; Xiaoying Gao; Yi Mei 001 (PAKDD (7), 2025)

User group-enhanced user feature distribution transfer framework for non-overlapping cross-domain recommendations. - Xiaoying Gao; Ling Ding 003; Jianting Chen; Yunxiao Yang; Yang Xiang 006 (Knowl. Based Syst., 2025)

Archive-based multiple feature construction method using adaptive genetic programming. - Kaixuan Jia; Fan Zhang; Xiaoying Gao; Jianbin Ma (Memetic Comput., 2025)

Bagging-based ensemble classifiers using multi-objective genetic programming. - Yang Zheng; Fan Zhang; Xiaoying Gao; Jianbin Ma (Memetic Comput., 2025)