Xiaoying Gao

Orcid: 0000-0002-6326-7947

According to our database1, Xiaoying Gao authored at least 114 papers between 1998 and 2024.

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

Timeline

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Bibliography

2024
Genetic Programming for Document Classification: A Transductive Transfer Learning System.
IEEE Trans. Cybern., February, 2024

Missing-Signal Tolerant Condition Monitoring via Multiscale Features and Domain Adaptation.
IEEE Trans. Instrum. Meas., 2024

Dual De-confounded Causal Intervention method for knowledge graph error detection.
Knowl. Based Syst., 2024

Ensemble classifiers using multi-objective Genetic Programming for unbalanced data.
Appl. Soft Comput., 2024

SeCor: Aligning Semantic and Collaborative Representations by Large Language Models for Next-Point-of-Interest Recommendations.
Proceedings of the 18th ACM Conference on Recommender Systems, 2024

A Cooperative Coevolution Neural Architecture Search Approach for Evolving Convolutional Neural Networks.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

Multi-objective multi-population Genetic Programming for feature selection and classification to high-dimensional data.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

Archive-based multiple feature construction methods using adaptive Genetic Programming.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

Autonomous Aspect-Image Instruction a2II: Q-Former Guided Multimodal Sentiment Classification.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023
Multi-generation multi-criteria feature construction using Genetic Programming.
Swarm Evol. Comput., 2023

Multi-head attention based candidate segment selection in QA over hybrid data.
Intell. Data Anal., 2023

A Two-Stage Hybrid GA-Cellular Encoding Approach to Neural Architecture Search.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Enhancing Interpretability in AI-Generated Image Detection with Genetic Programming.
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.
Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

2022
Token replacement-based data augmentation methods for hate speech detection.
World Wide Web, 2022

A feature selection method with feature ranking using genetic programming.
Connect. Sci., 2022

Learning CNN architecture for multi-view text classification using genetic algorithms.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

Deep Structure-Aware Approach for QA Over Incomplete Knowledge Bases.
Proceedings of the Natural Language Processing and Chinese Computing, 2022

2021
Sentiment Time Series Calibration for Event Detection.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

Output-based transfer learning in genetic programming for document classification.
Knowl. Based Syst., 2021

Transductive transfer learning based Genetic Programming for balanced and unbalanced document classification using different types of features.
Appl. Soft Comput., 2021

Substituting clinical features using synthetic medical phrases: Medical text data augmentation techniques.
Artif. Intell. Medicine, 2021

Evolving Multi-view Autoencoders for Text Classification.
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.
Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021

Fake News Detection Using Multiple-View Text Representation.
Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021

Evolving Character-Level DenseNet Architectures Using Genetic Programming.
Proceedings of the Applications of Evolutionary Computation, 2021

Evolving Neural Networks for Text Classification using Genetic Algorithm-based Approaches.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020
A filter-based feature construction and feature selection approach for classification using Genetic Programming.
Knowl. Based Syst., 2020

Evolving Character-level Convolutional Neural Networks for Text Classification.
CoRR, 2020

Designing genetic programming classifiers with feature selection and feature construction.
Appl. Soft Comput., 2020

Semantic association computation: a comprehensive survey.
Artif. Intell. Rev., 2020

Dependency-Based Embedding for Distinguishing Between Hate Speech and Offensive Language.
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.
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.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Evolving network structures for text classification using genetic algorithms.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Ontology-Guided Data Augmentation for Medical Document Classification.
Proceedings of the Artificial Intelligence in Medicine, 2020

In Data We Trust: A Critical Analysis of Hate Speech Detection Datasets.
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.
BMC Bioinform., December, 2019

DDI-PULearn: a positive-unlabeled learning method for large-scale prediction of drug-drug interactions.
BMC Bioinform., 2019

Stratifying Risk of Coronary Artery Disease Using Discriminative Knowledge-Guided Medical Concept Pairings from Clinical Notes.
Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Genetic Programming based Transfer Learning for Document Classification with Self-taught and Ensemble Learning.
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.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

The Thin Line Between Hate and Profanity.
Proceedings of the AI 2019: Advances in Artificial Intelligence, 2019

2018
Predicting Drug Targets from Heterogeneous Spaces using Anchor Graph Hashing and Ensemble Learning.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Particle Swarm Optimization Based Two-Stage Feature Selection in Text Mining.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Uncovering Discriminative Knowledge-Guided Medical Concepts for Classifying Coronary Artery Disease Notes.
Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018

2017
Adapting sentiment analysis system from English to Slovak.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Transductive Transfer Learning in Genetic Programming for Document Classification.
Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017

Cluster-than-Label: Semi-Supervised Approach for Domain Adaptation.
Proceedings of the 31st IEEE International Conference on Advanced Information Networking and Applications, 2017

2016
Query aspects approach to web search.
Web Intell., 2016

A Differential Evolution Approach to Feature Selection and Instance Selection.
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.
Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2016

Novel Features for Web Spam Detection.
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

View-based text representation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

A Machine Learning Based Web Spam Filtering Approach.
Proceedings of the 30th IEEE International Conference on Advanced Information Networking and Applications, 2016

2015
DIKEA: Exploiting Wikipedia for keyphrase extraction.
Web Intell., 2015

A Soft Subspace Clustering Method for Text Data Using a Probability Based Feature Weighting Scheme.
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).
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

Multi-objective multi-view clustering ensemble based on evolutionary approach.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014
A Hybrid Model for Learning Semantic Relatedness Using Wikipedia-Based Features.
Proceedings of the Web Information Systems Engineering - WISE 2014, 2014

Probabilistic Associations as a Proxy for Semantic Relatedness.
Proceedings of the Web Information Systems Engineering - WISE 2014, 2014

Wallace: Incorporating Search into Chatting.
Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

Using Asymmetric Associations for Commonsense Causality Detection.
Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

Multi-view clustering of web documents using multi-objective genetic algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
CPRel: Semantic Relatedness Computation Using Wikipedia based Context Profiles.
Res. Comput. Sci., 2013

Query directed clustering.
Knowl. Inf. Syst., 2013

A multi-objective antidisturbance robust filter for SINS/GPS navigation systems.
Int. J. Intell. Comput. Cybern., 2013

Exploiting User Queries for Search Result Clustering.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

Directional Context Helps: Guiding Semantic Relatedness Computation by Asymmetric Word Associations.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

Detecting heap-spray attacks in drive-by downloads: Giving attackers a hand.
Proceedings of the 38th Annual IEEE Conference on Local Computer Networks, 2013

Anatomy of Drive-by Download Attack.
Proceedings of the Eleventh Australasian Information Security Conference, 2013

Information and Rough Set Theory Based Feature Selection Techniques.
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.
Int. J. Control, 2012

A Novel Scoring Model to Detect Potential Malicious Web Pages.
Proceedings of the 11th IEEE International Conference on Trust, 2012

Automatic Keyword Extraction from Single-Sentence Natural Language Queries.
Proceedings of the PRICAI 2012: Trends in Artificial Intelligence, 2012

Harnessing Wikipedia Semantics for Computing Contextual Relatedness.
Proceedings of the PRICAI 2012: Trends in Artificial Intelligence, 2012

DIKEA: Domain-Independent Keyphrase Extraction Algorithm.
Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012

Query Expansion Powered by Wikipedia Hyperlinks.
Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012

Query Directed Web Page Clustering Using Suffix Tree and Wikipedia Links.
Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012

2011
Phoneme Based Representation for Vietnamese Web Page Classification.
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Web Intelligence, 2011

Identification of Potential Malicious Web Pages.
Proceedings of the Ninth Australasian Information Security Conference, 2011

Two-Stage Classification Model to Detect Malicious Web Pages.
Proceedings of the 25th IEEE International Conference on Advanced Information Networking and Applications, 2011

Improving Suffix Tree Clustering with New Ranking and Similarity Measures.
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.
Expert Syst. Appl., 2010

Improving AbraQ: An Automatic Query Expansion Algorithm.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

2009
Text Categorization for Vietnamese Documents.
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.
Proceedings of the AI 2009: Advances in Artificial Intelligence, 2009

2008
Detecting data records in semi-structured web sites based on text token clustering.
Integr. Comput. Aided Eng., 2008

A Novel Alternative Weighted Fuzzy C-Means Algorithm and Cluster Validity Analysis.
Proceedings of the PACIIA 2008, 2008

2007
A New Crossover Operator in Genetic Programming for Object Classification.
IEEE Trans. Syst. Man Cybern. Part B, 2007

Understanding Query Aspects with applications to Interactive Query Expansion.
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

QC4 - A Clustering Evaluation Method.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

Automatic Data Record Detection in Web Pages.
Proceedings of the Knowledge Science, 2007

Exploiting underrepresented query aspects for automatic query expansion.
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Using Clustering for Web Information Extraction.
Proceedings of the AI 2007: Advances in Artificial Intelligence, 2007

2006
Data Extraction from Semi-structured Web Pages by Clustering.
Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006

Query Directed Web Page Clustering.
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.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Modelling Citation Networks for Improving Scientific Paper Classification Performance.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Neural Networks for Scientific Paper Classification.
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.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

GP for Object Classification: Brood Size in Brood Recombination Crossover.
Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

TreeWrapper: Automatic Data Extraction Based on Tree Representation.
Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

Information Extraction from A Whole Web Site.
Proceedings of the Advances in Intelligent IT, 2006

2005
Standardized Evaluation Method for Web Clustering Results.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

Improving Web Clustering by Cluster Selection.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

Combining Contents and Citations for Scientific Document Classification.
Proceedings of the AI 2005: Advances in Artificial Intelligence, 2005

2004
Automatic Pattern Construction For Web Information Extraction.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2004

A Knowledge Learning Approach to Information Extraction from Multiple Text Based Web Sites.
Int. J. Artif. Intell. Tools, 2004

Approximately Repetitive Structure Detection for Wrapper Induction.
Proceedings of the PRICAI 2004: Trends in Artificial Intelligence, 2004

2003
Learning Information Extraction Patterns from Tabular Web Pages without Manual Labelling.
Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

Learning Knowledge Bases for Information Extraction from Multiple Text Based Web Sites.
Proceedings of the 2003 IEEE/WIC International Conference on Intelligent Agent Technology (IAT 2003), 2003

2000
Knowledge-Based Information Agents.
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.
Proceedings of the Third International Conference on the Practical Application of Intelligent Agents and Multi-Agent Technology, 1998


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