Relevence Assessment of Topic Ontology. - Xujuan Zhou; Yuefeng Li; Yue Xu 001; Raymond Lau 001 (AMT, 2006)

Utilizing Search Intent in Topic Ontology-Based User Profile for Web Mining. - Xujuan Zhou; Sheng-Tang Wu; Yuefeng Li; Yue Xu 001; Raymond Y. K. Lau; Peter D. Bruza (Web Intelligence, 2006)

Towards Context-Sensitive Domain Ontology Extraction. - Raymond Y. K. Lau; Jin-Xing Hao; Maolin Tang; Xujuan Zhou (HICSS, 2007)

Filtering and Sophisticated Data Processing for Web Information Gathering. - Yuefeng Li; Ning Zhong 001; Xujuan Zhou; Sheng-Tang Wu (RSEISP, 2007)

Using Information Filtering in Web Data Mining Process. - Xujuan Zhou; Yuefeng Li; Peter Bruza; Sheng-Tang Wu; Yue Xu 001; Raymond Y. K. Lau (Web Intelligence, 2007)

Sequential Pattern Mining and Nonmonotonic Reasoning for Intelligent Information Agents. - Raymond Y. K. Lau; Yuefeng Li; Sheng-Tang Wu; Xujuan Zhou (Int. J. Pattern Recognit. Artif. Intell., 2007)

Pattern Taxonomy Mining for Information Filtering. - Xujuan Zhou; Yuefeng Li; Peter Bruza; Yue Xu 001; Raymond Y. K. Lau (Australasian Conference on Artificial Intelligence, 2008)

A two-stage text mining model for information filtering. - Yuefeng Li; Xujuan Zhou; Peter Bruza; Yue Xu 001; Raymond Y. K. Lau (CIKM, 2008)

Two-Stage Model for Information Filtering. - Xujuan Zhou; Yuefeng Li; Peter Bruza; Yue Xu 001; Raymond Y. K. Lau (Web Intelligence/IAT Workshops, 2008)

Rough sets based reasoning and pattern mining for a two-stage information filtering system. - Xujuan Zhou; Yuefeng Li; Peter Bruza; Yue Xu 001; Raymond Y. K. Lau (CIKM, 2010)

Pattern Mining for a Two-Stage Information Filtering System. - Xujuan Zhou; Yuefeng Li; Peter Bruza; Yue Xu 001; Raymond Y. K. Lau (PAKDD (1), 2011)

The state-of-the-art in personalized recommender systems for social networking. - Xujuan Zhou; Yue Xu 001; Yuefeng Li; Audun Jøsang; Clive Cox (Artif. Intell. Rev., 2012)

A two-stage decision model for information filtering. - Yuefeng Li; Xujuan Zhou; Peter Bruza; Yue Xu 001; Raymond Y. K. Lau (Decis. Support Syst., 2012)

Sentiment analysis on tweets for social events. - Xujuan Zhou; Xiaohui Tao 001; Jianming Yong; Zhenyu Yang 001 (CSCWD, 2013)

Personalised Information Gathering and Recommender Systems: Techniques and Trends. - Xiaohui Tao 001; Xujuan Zhou; Cher Han Lau; Yuefeng Li (EAI Endorsed Trans. Scalable Inf. Syst., 2013)

Using social connection information to improve opinion mining: Identifying negative sentiment about HPV vaccines on Twitter. - Xujuan Zhou; Enrico W. Coiera; Guy Tsafnat; Diana Arachi; Mei-Sing Ong; Adam G. Dunn (MedInfo, 2015)

Sentiment Analysis for Depression Detection on Social Networks. - Xiaohui Tao 001; Xujuan Zhou; Ji Zhang 001; Jianming Yong (ADMA, 2016)

Software development for managing nutrition intake for Type II diabetes mellitus. - Dharini Krishnan; Xujuan Zhou; Subrata Chakraborty; Rashmi Gururajan; Raj Gururajan (SKIMA, 2016)

Objective analysis of marker bias in higher education. - Subrata Chakraborty; Xujuan Zhou; Abdul Hafeez-Baig; Raj Gururajan; Manoranjan Paul; Anuradha Mandal; Anila Elizabeth Chacko; Prabal Datta Barua (TALE, 2016)

Factors impacting employee engagement on enterprise social media. - Prema Sankaran; Sankaran Bheeman; K. Hari Priya; Xujuan Zhou; Raj Gururajan (WI, 2017)

A cross - layer optimization of video transmission based on packet loss rate in 802.11e wireless networks. - Xujuan Zhou; Jeffrey Soar; Raj Gururajan; Zhangguang Wu; Weimin Wu (WI, 2017)

Coupling topic modelling in opinion mining for social media analysis. - Xujuan Zhou; Xiaohui Tao 001; Md Mostafijur Rahman; Ji Zhang 001 (WI, 2017)

An Ensemble-Based Decision Tree Approach for Educational Data Mining. - Moloud Abdar; Mariam Zomorodi Moghadam; Xujuan Zhou (BESC, 2018)

A Set of Quality Metrics for the Evaluation of Voice Termination Services. - Ka Ching Chan; Xujuan Zhou; Raj Gururajan; Prabal Datta Barua (BESC, 2018)

Based on the Internet Plus the Safety of Agricultural Products Traceability Research. - Xiong Zhou; Xujuan Zhou; Fang Zheng 011; Raj Gururajan; Enxing Zhou; Ka Ching Chan; Zhangguang Wu (BESC, 2018)

Deep Learning Model for Detection of Pain Intensity from Facial Expression. - Jeffrey Soar; Ghazal Bargshady; Xujuan Zhou; Frank Whittaker (ICOST, 2018)

Determination of Factors Influencing Student Engagement Using a Learning Management System in a Tertiary Setting. - Prabal Datta Barua; Xujuan Zhou; Raj Gururajan; Ka Ching Chan (WI, 2018)

A Novel Framework for Distress Detection through an Automated Speech Processing System. - Rajib Rana; Raj Gururajan; Geraldine Mackenzie; Jeff Dunn; Anthony Gray; Xujuan Zhou; Prabal Datta Barua; Julien Epps; Gerald Michael Humphris (WI, 2018)

Twitter Analysis for Depression on Social Networks based on Sentiment and Stress. - Xiaohui Tao 001; Ravi Dharmalingam; Ji Zhang 001; Xujuan Zhou; Lin Li 001; Raj Gururajan (BESC, 2019)

A Case Study of Predicting Banking Customers Behaviour by Using Data Mining. - Xujuan Zhou; Ghazal Bargshady; Moloud Abdar; Xiaohui Tao 001; Raj Gururajan; Ka Ching Chan (BESC, 2019)

MeKG: Building a Medical Knowledge Graph by Data Mining from MEDLINE. - Thuan Pham; Xiaohui Tao 001; Ji Zhang 001; Jianming Yong; Xujuan Zhou; Raj Gururajan (BI, 2019)

Performance Improvement of Decision Trees for Diagnosis of Coronary Artery Disease Using Multi Filtering Approach. - Moloud Abdar; Elham Nasarian; Xujuan Zhou; Ghazal Bargshady; Vivi Nur Wijayaningrum; Sadiq Hussain (ICCCS, 2019)

A Joint Deep Neural Network Model for Pain Recognition from Face. - Ghazal Bargshady; Jeffrey Soar; Xujuan Zhou; Ravinesh C. Deo; Frank Whittaker; Hua Wang 002 (ICCCS, 2019)

A New Deep Convolutional Neural Network Model for Automated Breast Cancer Detection. - Xujuan Zhou; Yuefeng Li; Raj Gururajan; Ghazal Bargshady; Xiaohui Tao 001; Revathi Venkataraman; Prabal Datta Barua; Srinivas Kondalsamy-Chennakesavan (BESC, 2020)

Ensemble neural network approach detecting pain intensity from facial expressions. - Ghazal Bargshady; Xujuan Zhou; Ravinesh C. Deo; Jeffrey Soar; Frank Whittaker; Hua Wang 002 (Artif. Intell. Medicine, 2020)

The modeling of human facial pain intensity based on Temporal Convolutional Networks trained with video frames in HSV color space. - Ghazal Bargshady; Xujuan Zhou; Ravinesh C. Deo; Jeffrey Soar; Frank Whittaker; Hua Wang 002 (Appl. Soft Comput., 2020)

Automated prediction of sepsis using temporal convolutional network. - Christopher Kok 001; V. Jahmunah 001; Shu Lih Oh; Xujuan Zhou; Raj Gururajan; Xiaohui Tao 001; Kang Hao Cheong; Rashmi Gururajan; Filippo Molinari; U. Rajendra Acharya (Comput. Biol. Medicine, 2020)

Enhanced deep learning algorithm development to detect pain intensity from facial expression images. - Ghazal Bargshady; Xujuan Zhou; Ravinesh C. Deo; Jeffrey Soar; Frank Whittaker; Hua Wang 002 (Expert Syst. Appl., 2020)

A new nested ensemble technique for automated diagnosis of breast cancer. - Moloud Abdar; Mariam Zomorodi Moghadam; Xujuan Zhou; Raj Gururajan; Xiaohui Tao 001; Prabal Datta Barua; Rashmi Gururajan (Pattern Recognit. Lett., 2020)

Association between work-related features and coronary artery disease: A heterogeneous hybrid feature selection integrated with balancing approach. - Elham Nasarian; Moloud Abdar; Mohammad Amin Fahami; Roohallah Alizadehsani; Sadiq Hussain; Mohammad Ehsan Basiri; Mariam Zomorodi Moghadam; Xujuan Zhou; Pawel Plawiak; U. Rajendra Acharya; Ru-San Tan; Nizal Sarrafzadegan (Pattern Recognit. Lett., 2020)

Improving Sentiment Polarity Detection Through Target Identification. - Mohammad Ehsan Basiri; Moloud Abdar; Arman Kabiri; Shahla Nemati; Xujuan Zhou; Forough Allahbakhshi; Neil Y. Yen (IEEE Trans. Comput. Soc. Syst., 2020)

Insights into relevant knowledge extraction techniques: a comprehensive review. - Abdul Shahid; Muhammad Tanvir Afzal; Moloud Abdar; Mohammad Ehsan Basiri; Xujuan Zhou; Neil Y. Yen; Jia-Wei Chang (J. Supercomput., 2020)

Knowledge discovery and management on online social networks and media. - Xiaohui Tao 001; Haoran Xie 001; Yongrui (Louie) Qin; Xujuan Zhou; Yi Cai 001 (Web Intell., 2020)

A survey on text classification and its applications. - Xujuan Zhou; Raj Gururajan; Yuefeng Li; Revathi Venkataraman; Xiaohui Tao 001; Ghazal Bargshady; Prabal Datta Barua; Srinivas Kondalsamy-Chennakesavan (Web Intell., 2020)

From traceability to provenance of agricultural products through blockchain. - Xiong Zhou; Fang Zheng 011; Xujuan Zhou; Ka Ching Chan; Raj Gururajan; Zhangguang Wu; Enxing Zhou (Web Intell., 2020)

A comprehensive analysis of adverb types for mining user sentiments on amazon product reviews. - Ummara Ahmed Chauhan; Muhammad Tanvir Afzal; Abdul Shahid; Moloud Abdar; Mohammad Ehsan Basiri; Xujuan Zhou (World Wide Web, 2020)

Adaptive Fault Resolution for Database Replication Systems. - Chee Keong Wee; Xujuan Zhou; Raj Gururajan; Xiaohui Tao 001; Nathan Wee (ADMA, 2021)

A Survey on Detection of cybersecurity threats on Twitter using deep learning. - Omar Alsodi; Xujuan Zhou; Raj Gururajan; Anup Shrestha (BESC, 2021)

A Survey on Credit Card Fraud Detection Techniques in Banking Industry for Cyber Security. - Eyad Btoush; Xujuan Zhou; Rai Gururaian; Ka Ching Chan; Xiaohui Tao 001 (BESC, 2021)

Emerging Applications in Healthcare and Their Implications to Academia and Practice. - Raj Gururajan; Xiaohui Tao 001; Yuefeng Li; Xujuan Zhou; Soman Elangovan; Srinivas Kondalsamy-Chennakesavan; Revathi Venkataraman (WISE (2), 2021)

Application of Quantum Natural Language Processing for Language Translation. - Mina Abbaszade; Vahid Salari; Seyed Shahin Mousavi; Mariam Zomorodi; Xujuan Zhou (IEEE Access, 2021)

Hybrid particle swarm optimization for rule discovery in the diagnosis of coronary artery disease. - Mariam Zomorodi Moghadam; Moloud Abdar; Zohreh Davarzani; Xujuan Zhou; Pawel Plawiak; U. Rajendra Acharya (Expert Syst. J. Knowl. Eng., 2021)

Future IoT tools for COVID-19 contact tracing and prediction: A review of the state-of-the-science. - Jahmunah Vicnesh; K. Vidya Sudarshan; Shu Lih Oh; Raj Gururajan; Rashmi Gururajan; Xujuan Zhou; Xiaohui Tao 001; Oliver Faust; Edward J. Ciaccio; Kwan Hoong Ng; U. Rajendra Acharya (Int. J. Imaging Syst. Technol., 2021)

A novel approach based on genetic algorithm to speed up the discovery of classification rules on GPUs. - Mohamad Beheshti Roui; Mariam Zomorodi; Masoomeh Sarvelayati; Moloud Abdar; Hamid Noori; Pawel Plawiak; Ryszard Tadeusiewicz; Xujuan Zhou; Abbas Khosravi; Saeid Nahavandi; U. Rajendra Acharya (Knowl. Based Syst., 2021)

Remote Patient Monitoring Using Radio Frequency Identification (RFID) Technology and Machine Learning for Early Detection of Suicidal Behaviour in Mental Health Facilities. - Xiaohui Tao 001; Thanveer Basha Shaik; Niall Higgins; Raj Gururajan; Xujuan Zhou (Sensors, 2021)

A Secured Movie Recommendation System using Decentralized Blockchain Network. - Tamara Abdulmunim Abduljabbar; Xiaohui Tao 001; Ji Zhang 001; Jianming Yong; Xujuan Zhou (BESC, 2022)

Decentralized Blockchain Network. - Tamara Abdulmunim Abduljabbar; Xiaohui Tao 001; Ji Zhang 001; Jianming Yong; Xujuan Zhou (CBD, 2022)

The Threat of Distributed Denial-of-Service Attack for User Equipment in 5G Networks. - Danish Khan; Xujuan Zhou; Jianming Yong (CBD, 2022)

AI enabled RPM for mental health facility. - Thanveer Shaik; Xiaohui Tao 001; Niall Higgins; Haoran Xie 001; Raj Gururajan; Xujuan Zhou (MWSSH@MobiCom, 2022)

Reordering and Partitioning of Distributed Quantum Circuits. - Davood Dadkhah; Mariam Zomorodi; Seyed Ebrahim Hosseini; Pawel Plawiak; Xujuan Zhou (IEEE Access, 2022)

Automated Triaging Medical Referral for Otorhinolaryngology Using Data Mining and Machine Learning Techniques. - Chee Keong Wee; Xujuan Zhou; Raj Gururajan; Xiaohui Tao 001; Jennifer Chen; Rashmi Gururajan; Nathan Wee; Prabal Datta Barua (IEEE Access, 2022)

A novel genetic algorithm based system for the scheduling of medical treatments. - Matthew R. Squires; Xiaohui Tao 001; Soman Elangovan; Raj Gururajan; Xujuan Zhou; Udyavara Rajendra Acharya (Expert Syst. Appl., 2022)

FedStack: Personalized activity monitoring using stacked federated learning. - Thanveer Shaik; Xiaohui Tao 001; Niall Higgins; Raj Gururajan; Yuefeng Li; Xujuan Zhou; U. Rajendra Acharya (Knowl. Based Syst., 2022)

Mobile phone enabled mental health monitoring to enhance diagnosis for severity assessment of behaviours: a review. - Abinaya Gopalakrishnan; Revathi Venkataraman; Raj Gururajan; Xujuan Zhou; Rohan Genrich (PeerJ Comput. Sci., 2022)

Application of CycleGAN and transfer learning techniques for automated detection of COVID-19 using X-ray images. - Ghazal Bargshady; Xujuan Zhou; Prabal Datta Barua; Raj Gururajan; Yuefeng Li; U. Rajendra Acharya (Pattern Recognit. Lett., 2022)

A Combined Attribute Extraction Method for Detecting Postpartum Depression Using Social Media. - Abinaya Gopalakrishnan; Raj Gururajan; Revathi Venkataraman; Xujuan Zhou; Ka Ching Chan (HIS, 2023)

Would Business Applications Such as the FinTech Benefit by ChatGPT? If So, Where and How? - Mohsin Asad Gill; Xujuan Zhou; Faisal Nabi; Rohan Genrich; Raj Gururajan (WI/IAT, 2023)

Student Perceptions of ChatGPT Through an Expectancy Value Theory. - Prema Sankaran; Raksha Deshbhag; Krishna Durbha; Raj Gururajan; Xujuan Zhou (WI/IAT, 2023)

PDRL: Multi-Agent based Reinforcement Learning for Predictive Monitoring. - Thanveer Shaik; Xiaohui Tao 001; Lin Li 001; Haoran Xie 001; U. Rajendra Acharya; Raj Gururajan; Xujuan Zhou (CoRR, 2023)

A systematic review of literature on credit card cyber fraud detection using machine and deep learning. - Eyad Abdel Latif Marazqah Btoush; Xujuan Zhou; Raj Gururajan; Ka Ching Chan; Rohan Genrich; Prema Sankaran (PeerJ Comput. Sci., 2023)

Research on agricultural product quality traceability system based on blockchain technology. - Fang Zheng 011; Siyuan Huang; Xiong Zhou; Shujun Ta; Xujuan Zhou; Ka Ching Chan; Raj Gururajan (Web Intell., 2023)

Remote patient monitoring using artificial intelligence: Current state, applications, and challenges. - Thanveer Shaik; Xiaohui Tao 001; Niall Higgins; Lin Li 001; Raj Gururajan; Xujuan Zhou; U. Rajendra Acharya (WIREs Data. Mining. Knowl. Discov., 2023)

Gynecological cancer prognosis using machine learning techniques: A systematic review of the last three decades (1990-2022). - Joshua Sheehy; Hamish Rutledge; U. Rajendra Acharya; Hui Wen Loh; Raj Gururajan; Xiaohui Tao 001; Xujuan Zhou; Yuefeng Li; Tiana Gurney; Srinivas Kondalsamy-Chennakesavan (Artif. Intell. Medicine, 2023)

A Modified Quantum-Inspired Genetic Algorithm Using Lengthening Chromosome Size and an Adaptive Look-Up Table to Avoid Local Optima. - Shahin Hakemi; Mahboobeh Houshmand; Seyyed Abed Hosseini; Xujuan Zhou (Axioms, 2023)

Attribute Selection Hybrid Network Model for risk factors analysis of postpartum depression using Social media. - Abinaya Gopalakrishnan; Raj Gururajan; Revathi Venkataraman; Xujuan Zhou; Ka Ching Chan; Arul Saravanan; Maitrayee Sen (Brain Informatics, 2023)

Deep learning and machine learning in psychiatry: a survey of current progress in depression detection, diagnosis and treatment. - Matthew R. Squires; Xiaohui Tao 001; Soman Elangovan; Raj Gururajan; Xujuan Zhou; U. Rajendra Acharya; Yuefeng Li (Brain Informatics, 2023)

Identifying predictive biomarkers for repetitive transcranial magnetic stimulation response in depression patients with explainability. - Matthew R. Squires; Xiaohui Tao 001; Soman Elangovan; Raj Gururajan; Xujuan Zhou; Yuefeng Li; U. Rajendra Acharya (Comput. Methods Programs Biomed., 2023)

A Combined Sentiment Analysis of Twitter for Identifying Users with Depression. - Abinaya Gopalakrishnan; Xujuan Zhou; Revathi Venkataraman; Raj Gururajan; Ka Ching Chan; Guohun Zhu; Niall Higgins (BESC, 2024)

Cyber Threat Detection on Twitter Using Deep Learning Techniques: IDCNN and BiLSTM Integration. - Omar Alsodi; Xujuan Zhou; Raj Gururajan; Anup Shrestha; Eyad Btoush (CBD, 2024)

Optimising Security: A Hybrid CNN-BiLSTM Model for Credit Card Cyber Fraud Detection. - Eyad Btoush; Xujuan Zhou; Raj Gururajan; Ka Ching Chan; Omar Alsodi (CBD, 2024)

Privacy Issues in Access Network for 5G Mobile Telecom. - Danish Khan; Xujuan Zhou; Jianming Yong; Xiaohui Tao 001 (CBD, 2024)

User Equipment Privacy and Security Issues in 5G Network. - Danish Khan; Xujuan Zhou; Jianming Yong; Xiaohui Tao 001 (ICA, 2024)

DE-CGAN: Boosting rTMS Treatment Prediction with Diversity Enhancing Conditional Generative Adversarial Networks. - Matthew R. Squires; Xiaohui Tao 001; Soman Elangovan; Raj Gururajan; Haoran Xie 001; Xujuan Zhou; Yuefeng Li; U. Rajendra Acharya (CoRR, 2024)

Enhancing Suicide Risk Detection on Social Media through Semi-Supervised Deep Label Smoothing. - Matthew R. Squires; Xiaohui Tao 001; Soman Elangovan; U. Rajendra Acharya; Raj Gururajan; Haoran Xie 001; Xujuan Zhou (CoRR, 2024)

Enhancing intrusion detection systems through dimensionality reduction: A comparative study of machine learning techniques for cyber security. - Faisal Nabi; Xujuan Zhou (Cyber Secur. Appl., 2024)

Development of a multi-fusion convolutional neural network (MF-CNN) for enhanced gastrointestinal disease diagnosis in endoscopy image analysis. - Tanzim Hossain; F. M. Javed Mehedi Shamrat; Xujuan Zhou; Imran Mahmud; Md. Sakib Ali Mazumder; Sharmin Sharmin; Raj Gururajan (PeerJ Comput. Sci., 2024)

Time-Domain Sparsity-Based Bearing Fault Diagnosis Methods Using Pulse Signal-to-Noise Ratio. - Chi Zhang; Shaoming Wei; Ge Dong; Yajun Zeng; Guohun Zhu; Xujuan Zhou; Feng Liu 005 (IEEE Trans. Instrum. Meas., 2024)

Movie recommendation and classification system using block chain. - Tamara Abdulmunim Abduljabbar; Xiaohui Tao 001; Ji Zhang 001; Jianming Yong; Jianming Yong; Xujuan Zhou (Web Intell., 2024)

A survey of autonomous monitoring systems in mental health. - Abinaya Gopalakrishnan; Raj Gururajan; Xujuan Zhou; Revathi Venkataraman; Ka Ching Chan; Niall Higgins (WIREs Data. Mining. Knowl. Discov., 2024)

Clustered FedStack: Intermediate Global Models with Bayesian Information Criterion. - Thanveer Shaik; Xiaohui Tao 001; Lin Li 001; Niall Higgins; Raj Gururajan; Xujuan Zhou; Jianming Yong (Pattern Recognit. Lett., 2024)

DPA-HairNet: A Dual Encoder Attention Based Network for Hair Artifact Removal in Dermoscopic Images. - F. M. Javed Mehedi Shamrat; Mohd Yamani Idna Bin Idris; Chowdhury Forhadul Karim; Xujuan Zhou; Raj Gururajan (IEEE Access, 2025)

NEDL-GCP: A nested ensemble deep learning model for Gynecological cancer risk prediction. - Kamal Berahmand; Xujuan Zhou; Yuefeng Li; Raj Gururajan; Prabal Datta Barua; U. Rajendra Acharya; Srinivas Kondalsamy-Chennakesavan (Array, 2025)

Respiratory rate estimation from photoplethysmogram baseline wandering by harmonic analysis and sequential fusion. - Chi Zhang; Shaoming Wei; Ge Dong; Yajun Zeng; Guohun Zhu; Xujuan Zhou; Feng Liu 005 (Biomed. Signal Process. Control., 2025)

Dual-view entropy-regularized nonnegative matrix factorization for attributed graph clustering. - Mehrnoush Mohammadi; Kamal Berahmand; Saman Forouzandeh; Xujuan Zhou; Hassan Khosravi (Inf. Sci., 2025)

Predictive deep reinforcement learning with multi-agent systems for adaptive time series forecasting. - Thanveer Shaik; Xiaohui Tao 001; Lin Li 001; Haoran Xie 001; U. Rajendra Acharya; Raj Gururajan; Xujuan Zhou (Knowl. Based Syst., 2025)