Xiaoying Gao

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 55

Top Venues

Publications

Wenyang Meng, Ying Li, Xiaoying Gao, Jianbin Ma
Ensemble classifiers using multi-objective Genetic Programming for unbalanced data. Appl. Soft Comput. 158 (2024)
Trevor Londt, Xiaoying Gao, Yi Mei
A Cooperative Coevolution Neural Architecture Search Approach for Evolving Convolutional Neural Networks. GECCO Companion (2024)
Junjia Feng, Mingqian Lin, Lin Shang, Xiaoying Gao
Autonomous Aspect-Image Instruction a2II: Q-Former Guided Multimodal Sentiment Classification. LREC/COLING (2024)
Qiaoman Li, Xiaoying Gao, Wenyang Meng, Jianbin Ma
Multi-objective multi-population Genetic Programming for feature selection and classification to high-dimensional data. GECCO Companion (2024)
Yi He, Xiaoying Gao, Fuyang Chen, Shize Qin
Missing-Signal Tolerant Condition Monitoring via Multiscale Features and Domain Adaptation. IEEE Trans. Instrum. Meas. 73 (2024)
Wenlong Fu, Bing Xue, Xiaoying Gao, Mengjie Zhang
Genetic Programming for Document Classification: A Transductive Transfer Learning System. IEEE Trans. Cybern. 54 (2) (2024)
Kaixuan Jia, Jianbin Ma, Xiaoying Gao, Jiaxin Niu
Archive-based multiple feature construction methods using adaptive Genetic Programming. GECCO Companion (2024)
Trevor Londt, Xiaoying Gao, Peter Andreae, Yi Mei
XC-NAS: A New Cellular Encoding Approach for Neural Architecture Search of Multi-path Convolutional Neural Networks. AI (2) (2023)
Qian Chen, Xiaoying Gao, Xin Guo, Suge Wang
Multi-head attention based candidate segment selection in QA over hybrid data. Intell. Data Anal. 27 (6) (2023)
Trevor Londt, Xiaoying Gao, Peter Andreae, Yi Mei
XC-NAS: A New Cellular Encoding Approach for Neural Architecture Search of Multi-path Convolutional Neural Networks. CoRR (2023)
Trevor Londt, Xiaoying Gao, Peter Andreae, Yi Mei
A Two-Stage Hybrid GA-Cellular Encoding Approach to Neural Architecture Search. SSCI (2023)
Jianbin Ma, Xiaoying Gao, Ying Li
Multi-generation multi-criteria feature construction using Genetic Programming. Swarm Evol. Comput. 78 (2023)
Mingqian Lin, Lin Shang, Xiaoying Gao
Enhancing Interpretability in AI-Generated Image Detection with Genetic Programming. ICDM (Workshops) (2023)
Guopeng Liu, Jianbin Ma, Tongle Hu, Xiaoying Gao
A feature selection method with feature ranking using genetic programming. Connect. Sci. 34 (1) (2022)
Finn Sargisson, Xiaoying Gao, Bing Xue
Learning CNN architecture for multi-view text classification using genetic algorithms. SSCI (2022)
Qian Chen, Xiaoying Gao, Xin Guo, Suge Wang
Deep Structure-Aware Approach for QA Over Incomplete Knowledge Bases. NLPCC (1) (2022)
Kosisochukwu Judith Madukwe, Xiaoying Gao, Bing Xue
Token replacement-based data augmentation methods for hate speech detection. World Wide Web 25 (3) (2022)
Kosisochukwu Judith Madukwe, Xiaoying Gao, Bing Xue
What Emotion Is Hate? Incorporating Emotion Information into the Hate Speech Detection Task. PRICAI (2) (2021)
Jingyi Wu, Lin Shang, Xiaoying Gao
Sentiment Time Series Calibration for Event Detection. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Hayden Andersen, Sean Stevenson, Tuan Ha, Xiaoying Gao, Bing Xue
Evolving Neural Networks for Text Classification using Genetic Algorithm-based Approaches. CEC (2021)
Trevor Londt, Xiaoying Gao, Peter Andreae
Evolving Character-Level DenseNet Architectures Using Genetic Programming. EvoApplications (2021)
Tuan Ha, Xiaoying Gao
Evolving Multi-view Autoencoders for Text Classification. WI/IAT (2021)
Tuan Ha, Xiaoying Gao
Fake News Detection Using Multiple-View Text Representation. PRICAI (2) (2021)
Wenlong Fu, Bing Xue, Xiaoying Gao, Mengjie Zhang
Output-based transfer learning in genetic programming for document classification. Knowl. Based Syst. 212 (2021)
Wenlong Fu, Bing Xue, Xiaoying Gao, Mengjie Zhang
Transductive transfer learning based Genetic Programming for balanced and unbalanced document classification using different types of features. Appl. Soft Comput. 103 (2021)
Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li, Michael Narag
Substituting clinical features using synthetic medical phrases: Medical text data augmentation techniques. Artif. Intell. Medicine 120 (2021)
Kosisochukwu Judith Madukwe, Xiaoying Gao, Bing Xue
A GA-Based Approach to Fine-Tuning BERT for Hate Speech Detection. SSCI (2020)
Kosisochukwu Judith Madukwe, Xiaoying Gao, Bing Xue
In Data We Trust: A Critical Analysis of Hate Speech Detection Datasets. WOAH (2020)
Jianbin Ma, Xiaoying Gao
A filter-based feature construction and feature selection approach for classification using Genetic Programming. Knowl. Based Syst. 196 (2020)
Hayden Andersen, Xiaoying Gao, Bing Xue, Mengjie Zhang
Evolving network structures for text classification using genetic algorithms. GECCO Companion (2020)
Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li
A Dictionary-based Oversampling Approach to Clinical Document Classification on Small and Imbalanced Dataset. WI/IAT (2020)
Trevor Londt, Xiaoying Gao, Peter Andreae
Evolving Character-Level DenseNet Architectures using Genetic Programming. CoRR (2020)
Jianbin Ma, Xiaoying Gao
Designing genetic programming classifiers with feature selection and feature construction. Appl. Soft Comput. 97 (Part B) (2020)
Kosisochukwu Judith Madukwe, Xiaoying Gao, Bing Xue
Dependency-Based Embedding for Distinguishing Between Hate Speech and Offensive Language. WI/IAT (2020)
Shahida Jabeen, Xiaoying Gao, Peter Andreae
Semantic association computation: a comprehensive survey. Artif. Intell. Rev. 53 (6) (2020)
Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li
Ontology-Guided Data Augmentation for Medical Document Classification. AIME (2020)
Trevor Londt, Xiaoying Gao, Bing Xue, Peter Andreae
Evolving Character-level Convolutional Neural Networks for Text Classification. CoRR (2020)
Kosisochukwu Judith Madukwe, Xiaoying Gao
The Thin Line Between Hate and Profanity. Australasian Conference on Artificial Intelligence (2019)
Wenlong Fu, Bing Xue, Xiaoying Gao, Mengjie Zhang
Genetic Programming based Transfer Learning for Document Classification with Self-taught and Ensemble Learning. CEC (2019)
Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li
Stratifying Risk of Coronary Artery Disease Using Discriminative Knowledge-Guided Medical Concept Pairings from Clinical Notes. PRICAI (3) (2019)
Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li
An Ontology-based Two-Stage Approach to Medical Text Classification with Feature Selection by Particle Swarm Optimisation. CEC (2019)
Yi Zheng, Hui Peng, Xiaocai Zhang, Zhixun Zhao, Xiaoying Gao, Jinyan Li
Old drug repositioning and new drug discovery through similarity learning from drug-target joint feature spaces. BMC Bioinform. (23) (2019)
Yi Zheng, Hui Peng, Xiaocai Zhang, Zhixun Zhao, Xiaoying Gao, Jinyan Li
DDI-PULearn: a positive-unlabeled learning method for large-scale prediction of drug-drug interactions. BMC Bioinform. (19) (2019)
Yi Zheng, Hui Peng, Xiaocai Zhang, Xiaoying Gao, Jinyan Li
Predicting Drug Targets from Heterogeneous Spaces using Anchor Graph Hashing and Ensemble Learning. IJCNN (2018)
Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li
Uncovering Discriminative Knowledge-Guided Medical Concepts for Classifying Coronary Artery Disease Notes. Australasian Conference on Artificial Intelligence (2018)
Xiaohan Bai, Xiaoying Gao, Bing Xue
Particle Swarm Optimization Based Two-Stage Feature Selection in Text Mining. CEC (2018)
Wenlong Fu, Bing Xue, Mengjie Zhang, Xiaoying Gao
Transductive Transfer Learning in Genetic Programming for Document Classification. SEAL (2017)
Martin Mikula, Xiaoying Gao, Kristína Machova
Adapting sentiment analysis system from English to Slovak. SSCI (2017)
Santosh Kumar, Xiaoying Gao, Ian Welch
Cluster-than-Label: Semi-Supervised Approach for Domain Adaptation. AINA (2017)
Daniel Crabtree, Xiaoying Gao, Peter Andreae
Query aspects approach to web search. Web Intell. 14 (3) (2016)
Jiaheng Wang, Bing Xue, Xiaoying Gao, Mengjie Zhang
A Differential Evolution Approach to Feature Selection and Instance Selection. PRICAI (2016)
Chahine Koleejan, Xiaoying Gao
View-based text representation. CEC (2016)
Santosh Kumar, Xiaoying Gao, Ian Welch, Masood Mansoori
A Machine Learning Based Web Spam Filtering Approach. AINA (2016)
Santosh Kumar, Xiaoying Gao, Ian Welch
Learning Under Data Shift for Domain Adaptation: A Model-Based Co-clustering Transfer Learning Solution. PKAW (2016)
Santosh Kumar, Xiaoying Gao, Ian Welch
Novel Features for Web Spam Detection. ICTAI (2016)
David X. Wang, Xiaoying Gao, Peter Andreae
DIKEA: Exploiting Wikipedia for keyphrase extraction. Web Intell. 13 (3) (2015)
Abdul Wahid, Xiaoying Gao, Peter Andreae
Multi-objective clustering ensemble for high-dimensional data based on Strength Pareto Evolutionary Algorithm (SPEA-II). DSAA (2015)
Abdul Wahid, Xiaoying Gao, Peter Andreae
A Soft Subspace Clustering Method for Text Data Using a Probability Based Feature Weighting Scheme. WISE (2) (2015)
Abdul Wahid, Xiaoying Gao, Peter Andreae
Multi-objective multi-view clustering ensemble based on evolutionary approach. CEC (2015)
Shahida Jabeen, Xiaoying Gao, Peter Andreae
Probabilistic Associations as a Proxy for Semantic Relatedness. WISE (1) (2014)
Shahida Jabeen, Xiaoying Gao, Peter Andreae
A Hybrid Model for Learning Semantic Relatedness Using Wikipedia-Based Features. WISE (1) (2014)
Alexandre Sawczuk da Silva, Xiaoying Gao, Peter Andreae
Wallace: Incorporating Search into Chatting. PRICAI (2014)
Shahida Jabeen, Xiaoying Gao, Peter Andreae
Using Asymmetric Associations for Commonsense Causality Detection. PRICAI (2014)
Abdul Wahid, Xiaoying Gao, Peter Andreae
Multi-view clustering of web documents using multi-objective genetic algorithm. IEEE Congress on Evolutionary Computation (2014)
Daniel Crabtree, Xiaoying Gao, Peter Andreae
Query directed clustering. Knowl. Inf. Syst. 36 (3) (2013)
Liam Cervante, Xiaoying Gao
Information and Rough Set Theory Based Feature Selection Techniques. AMT (2013)
Abdul Wahid, Xiaoying Gao, Peter Andreae
Exploiting User Queries for Search Result Clustering. WISE (1) (2013)
Shahida Jabeen, Xiaoying Gao, Peter Andreae
CPRel: Semantic Relatedness Computation Using Wikipedia based Context Profiles. Res. Comput. Sci. 70 (2013)
Shahida Jabeen, Xiaoying Gao, Peter Andreae
Directional Context Helps: Guiding Semantic Relatedness Computation by Asymmetric Word Associations. WISE (1) (2013)
Van Lam Le, Ian Welch, Xiaoying Gao, Peter Komisarczuk
Detecting heap-spray attacks in drive-by downloads: Giving attackers a hand. LCN (2013)
Jia Liu, Yumin Zhang, Lei Guo, Xiaoying Gao
A multi-objective antidisturbance robust filter for SINS/GPS navigation systems. Int. J. Intell. Comput. Cybern. 6 (3) (2013)
Van Lam Le, Ian Welch, Xiaoying Gao, Peter Komisarczuk
Anatomy of Drive-by Download Attack. AISC (2013)
David X. Wang, Xiaoying Gao, Peter Andreae
DIKEA: Domain-Independent Keyphrase Extraction Algorithm. Australasian Conference on Artificial Intelligence (2012)
Van Lam Le, Ian Welch, Xiaoying Gao, Peter Komisarczuk
A Novel Scoring Model to Detect Potential Malicious Web Pages. TrustCom (2012)
Lei Guo, Songyin Cao, Chuntang Qi, Xiaoying Gao
Initial alignment for nonlinear inertial navigation systems with multiple disturbances based on enhanced anti-disturbance filtering. Int. J. Control 85 (5) (2012)
David X. Wang, Xiaoying Gao, Peter Andreae
Automatic Keyword Extraction from Single-Sentence Natural Language Queries. PRICAI (2012)
Shahida Jabeen, Xiaoying Gao, Peter Andreae
Harnessing Wikipedia Semantics for Computing Contextual Relatedness. PRICAI (2012)
Carson Bruce, Xiaoying Gao, Peter Andreae, Shahida Jabeen
Query Expansion Powered by Wikipedia Hyperlinks. Australasian Conference on Artificial Intelligence (2012)
John Park, Xiaoying Gao, Peter Andreae
Query Directed Web Page Clustering Using Suffix Tree and Wikipedia Links. ADMA (2012)
Van Lam Le, Ian Welch, Xiaoying Gao, Peter Komisarczuk
Identification of Potential Malicious Web Pages. AISC (2011)
Van Lam Le, Ian Welch, Xiaoying Gao, Peter Komisarczuk
Two-Stage Classification Model to Detect Malicious Web Pages. AINA (2011)
Phiradit Worawitphinyo, Xiaoying Gao, Shahida Jabeen
Improving Suffix Tree Clustering with New Ranking and Similarity Measures. ADMA (2) (2011)
Giang-Son Nguyen, Xiaoying Gao, Peter Andreae
Phoneme Based Representation for Vietnamese Web Page Classification. Web Intelligence (2011)
Glen Robertson, Xiaoying Gao
Improving AbraQ: An Automatic Query Expansion Algorithm. Web Intelligence (2010)
Jun Wang, Yunpeng Wu, Xuening Liu, Xiaoying Gao
Knowledge acquisition method from domain text based on theme logic model and artificial neural network. Expert Syst. Appl. 37 (1) (2010)
Giang-Son Nguyen, Xiaoying Gao, Peter Andreae
Text Categorization for Vietnamese Documents. Web Intelligence/IAT Workshops (2009)
Giang-Son Nguyen, Xiaoying Gao, Peter Andreae
Vietnamese Document Representation and Classification. Australasian Conference on Artificial Intelligence (2009)
Xiang Wang, Rui Guo, Jizhong Liu, Xiaoying Gao, Lina Wang, Wei Lei, Zhiying Liu, Chi Zhang, Ke Zuo
A Novel Alternative Weighted Fuzzy C-Means Algorithm and Cluster Validity Analysis. PACIIA (2) (2008)
Xiaoying Gao, Le Phong Bao Vuong, Mengjie Zhang
Detecting data records in semi-structured web sites based on text token clustering. Integr. Comput. Aided Eng. 15 (4) (2008)
Daniel Crabtree, Peter Andreae, Xiaoying Gao
Exploiting underrepresented query aspects for automatic query expansion. KDD (2007)
Daniel Crabtree, Peter Andreae, Xiaoying Gao
Understanding Query Aspects with applications to Interactive Query Expansion. Web Intelligence (2007)
Daniel Crabtree, Peter Andreae, Xiaoying Gao
QC4 - A Clustering Evaluation Method. PAKDD (2007)
Le Phong Bao Vuong, Xiaoying Gao
Using Clustering for Web Information Extraction. Australian Conference on Artificial Intelligence (2007)
Xiaoying Gao, Le Phong Bao Vuong, Mengjie Zhang
Automatic Data Record Detection in Web Pages. KSEM (2007)
Mengjie Zhang, Xiaoying Gao, Weijun Lou
A New Crossover Operator in Genetic Programming for Object Classification. IEEE Trans. Syst. Man Cybern. Part B 37 (5) (2007)
Daniel Crabtree, Peter Andreae, Xiaoying Gao
Query Directed Web Page Clustering. Web Intelligence (2006)
Mengjie Zhang, Xiaoying Gao, Minh Duc Cao, Yuejin Ma
Modelling Citation Networks for Improving Scientific Paper Classification Performance. PRICAI (2006)
Mengjie Zhang, Xiaoying Gao, Weijun Lou
GP for Object Classification: Brood Size in Brood Recombination Crossover. Australian Conference on Artificial Intelligence (2006)
Mengjie Zhang, Xiaoying Gao, Weijun Lou, Dongping Qian
Investigation of Brood Size in GP with Brood Recombination Crossover for Object Recognition. PRICAI (2006)
Xiaoying Gao, Mengjie Zhang
Information Extraction from A Whole Web Site. AMT (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xiaoying Gao