Xujuan Zhou

According to our database, Xujuan Zhou authored at least 80 papers between 2006 and 2024.

Collaborative distances:

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

2024

Clustered FedStack: Intermediate Global Models with Bayesian Information Criterion.

Thanveer Shaik, Xiaohui Tao, Lin Li, Niall Higgins, Raj Gururajan, Xujuan Zhou, Jianming Yong

Pattern Recognit. Lett., January, 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

IEEE Trans. Instrum. Meas., 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

2023

Identifying predictive biomarkers for repetitive transcranial magnetic stimulation response in depression patients with explainability.

Matthew R. Squires, Xiaohui Tao, Soman Elangovan, Raj Gururajan, Xujuan Zhou, Yuefeng Li, U. Rajendra Acharya

Comput. Methods Programs Biomed., December, 2023

Deep learning and machine learning in psychiatry: a survey of current progress in depression detection, diagnosis and treatment.

Matthew R. Squires, Xiaohui Tao, Soman Elangovan, Raj Gururajan, Xujuan Zhou, U. Rajendra Acharya, Yuefeng Li

Brain Informatics, December, 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, December, 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, October, 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, Xujuan Zhou, Yuefeng Li, Tiana Gurney, Srinivas Kondalsamy-Chennakesavan

Artif. Intell. Medicine, May, 2023

Remote patient monitoring using artificial intelligence: Current state, applications, and challenges.

Thanveer Shaik, Xiaohui Tao, Niall Higgins, Lin Li, Raj Gururajan, Xujuan Zhou, U. Rajendra Acharya

WIREs Data. Mining. Knowl. Discov., 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

PDRL: Multi-Agent based Reinforcement Learning for Predictive Monitoring.

Thanveer Basha Shaik, Xiaohui Tao, Lin Li, Haoran Xie, U. Rajendra Acharya, Raj Gururajan, Xujuan Zhou

CoRR, 2023

Student Perceptions of ChatGPT Through an Expectancy Value Theory.

Prema Sankaran, Raksha Deshbhag, Krishna Durbha, Raj Gururajan, Xujuan Zhou

Proceedings of the IEEE International Conference on Web Intelligence and Intelligent Agent Technology, 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

Proceedings of the IEEE International Conference on Web Intelligence and Intelligent Agent Technology, 2023

A Combined Attribute Extraction Method for Detecting Postpartum Depression Using Social Media.

Abinaya Gopalakrishnan, Raj Gururajan, Revathi Venkataraman, Xujuan Zhou, Ka Ching Chan

Proceedings of the Health Information Science - 12th International Conference, 2023

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

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

FedStack: Personalized activity monitoring using stacked federated learning.

Thanveer Basha Shaik, Xiaohui Tao, Niall Higgins, Raj Gururajan, Yuefeng Li, Xujuan Zhou, U. Rajendra Acharya

Knowl. Based Syst., 2022

A novel genetic algorithm based system for the scheduling of medical treatments.

Matthew R. Squires, Xiaohui Tao, Soman Elangovan, Raj Gururajan, Xujuan Zhou, Udyavara Rajendra Acharya

Expert Syst. Appl., 2022

Automated Triaging Medical Referral for Otorhinolaryngology Using Data Mining and Machine Learning Techniques.

Chee Keong Wee, Xujuan Zhou, Raj Gururajan, Xiaohui Tao, Jennifer Chen, Rashmi Gururajan, Nathan Wee, Prabal Datta Barua

IEEE Access, 2022

Reordering and Partitioning of Distributed Quantum Circuits.

Davood Dadkhah, Mariam Zomorodi, Seyed Ebrahim Hosseini, Pawel Plawiak, Xujuan Zhou

IEEE Access, 2022

AI enabled RPM for mental health facility.

Thanveer Basha Shaik, Xiaohui Tao, Niall Higgins, Haoran Xie, Raj Gururajan, Xujuan Zhou

Proceedings of the MWSSH@MobiCom 2022: Proceedings of the 1st ACM Workshop on Mobile and Wireless Sensing for Smart Healthcare, 2022

The Threat of Distributed Denial-of-Service Attack for User Equipment in 5G Networks.

Danish Khan, Xujuan Zhou, Jianming Yong

Proceedings of the Tenth International Conference on Advanced Cloud and Big Data, 2022

Decentralized Blockchain Network.

Tamara Abdulmunim Abduljabbar, Xiaohui Tao, Ji Zhang, Jianming Yong, Xujuan Zhou

Proceedings of the Tenth International Conference on Advanced Cloud and Big Data, 2022

A Secured Movie Recommendation System using Decentralized Blockchain Network.

Tamara Abdulmunim Abduljabbar, Xiaohui Tao, Ji Zhang, Jianming Yong, Xujuan Zhou

Proceedings of the 9th International Conference on Behavioural and Social Computing, 2022

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, Thanveer Basha Shaik, Niall Higgins, Raj Gururajan, Xujuan Zhou

Sensors, 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

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, Oliver Faust, Edward J. Ciaccio, Kwan Hoong Ng, U. Rajendra Acharya

Int. J. Imaging Syst. Technol., 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

Application of Quantum Natural Language Processing for Language Translation.

Mina Abbaszade, Vahid Salari, Seyed Shahin Mousavi, Mariam Zomorodi, Xujuan Zhou

IEEE Access, 2021

Emerging Applications in Healthcare and Their Implications to Academia and Practice.

Raj Gururajan, Xiaohui Tao, Yuefeng Li, Xujuan Zhou, Soman Elangovan, Srinivas Kondalsamy-Chennakesavan, Revathi Venkataraman

Proceedings of the Web Information Systems Engineering - WISE 2021, 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

Proceedings of the 8th International Conference on Behavioral and Social Computing, 2021

A Survey on Detection of cybersecurity threats on Twitter using deep learning.

Omar Alsodi, Xujuan Zhou, Raj Gururajan, Anup Shrestha

Proceedings of the 8th International Conference on Behavioral and Social Computing, 2021

Adaptive Fault Resolution for Database Replication Systems.

Chee Keong Wee, Xujuan Zhou, Raj Gururajan, Xiaohui Tao, Nathan Wee

Proceedings of the Advanced Data Mining and Applications - 17th International Conference, 2021

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

From traceability to provenance of agricultural products through blockchain.

Xiong Zhou, Fang Zheng, Xujuan Zhou, Ka Ching Chan, Raj Gururajan, Zhangguang Wu, Enxing Zhou

Web Intell., 2020

A survey on text classification and its applications.

Xujuan Zhou, Raj Gururajan, Yuefeng Li, Revathi Venkataraman, Xiaohui Tao, Ghazal Bargshady, Prabal Datta Barua, Srinivas Kondalsamy-Chennakesavan

Web Intell., 2020

Knowledge discovery and management on online social networks and media.

Xiaohui Tao, Haoran Xie, Yongrui (Louie) Qin, Xujuan Zhou, Yi Cai

Web Intell., 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

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

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

A new nested ensemble technique for automated diagnosis of breast cancer.

Moloud Abdar, Mariam Zomorodi Moghadam, Xujuan Zhou, Raj Gururajan, Xiaohui Tao, Prabal Datta Barua, Rashmi Gururajan

Pattern Recognit. Lett., 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

Expert Syst. Appl., 2020

Automated prediction of sepsis using temporal convolutional network.

Christopher Kok, V. Jahmunah, Shu Lih Oh, Xujuan Zhou, Raj Gururajan, Xiaohui Tao, Kang Hao Cheong, Rashmi Gururajan, Filippo Molinari, U. Rajendra Acharya

Comput. Biol. 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

Appl. Soft Comput., 2020

Ensemble neural network approach detecting pain intensity from facial expressions.

Ghazal Bargshady, Xujuan Zhou, Ravinesh C. Deo, Jeffrey Soar, Frank Whittaker, Hua Wang

Artif. Intell. Medicine, 2020

A New Deep Convolutional Neural Network Model for Automated Breast Cancer Detection.

Xujuan Zhou, Yuefeng Li, Raj Gururajan, Ghazal Bargshady, Xiaohui Tao, Revathi Venkataraman, Prabal Datta Barua, Srinivas Kondalsamy-Chennakesavan

Proceedings of the 7th International Conference on Behavioural and Social Computing, 2020

2019

Simulation study on passive buildings' demand incentive based on evolutionary game.

Kai Liu, Hongmin Zhou, Yuanyuan Kou, Jiabao Zhang, Xujuan Zhou, Xiantang Zhang

J. Intell. Fuzzy Syst., 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

Proceedings of the IEEE 4th International Conference on Computer and Communication Systems, 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

Proceedings of the IEEE 4th International Conference on Computer and Communication Systems, 2019

MeKG: Building a Medical Knowledge Graph by Data Mining from MEDLINE.

Thuan Pham, Xiaohui Tao, Ji Zhang, Jianming Yong, Xujuan Zhou, Raj Gururajan

Proceedings of the Brain Informatics - 12th International Conference, 2019

A Case Study of Predicting Banking Customers Behaviour by Using Data Mining.

Xujuan Zhou, Ghazal Bargshady, Moloud Abdar, Xiaohui Tao, Raj Gururajan, Ka Ching Chan

Proceedings of the 6th International Conference on Behavioral, 2019

Twitter Analysis for Depression on Social Networks based on Sentiment and Stress.

Xiaohui Tao, Ravi Dharmalingam, Ji Zhang, Xujuan Zhou, Lin Li, Raj Gururajan

Proceedings of the 6th International Conference on Behavioral, 2019

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

Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 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

Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018

Deep Learning Model for Detection of Pain Intensity from Facial Expression.

Jeffrey Soar, Ghazal Bargshady, Xujuan Zhou, Frank Whittaker

Proceedings of the Smart Homes and Health Telematics, Designing a Better Future: Urban Assisted Living, 2018

Based on the Internet Plus the Safety of Agricultural Products Traceability Research.

Xiong Zhou, Xujuan Zhou, Fang Zheng, Raj Gururajan, Enxing Zhou, Ka Ching Chan, Zhangguang Wu

Proceedings of the 5th International Conference on Behavioral, 2018

A Set of Quality Metrics for the Evaluation of Voice Termination Services.

Ka Ching Chan, Xujuan Zhou, Raj Gururajan, Prabal Datta Barua

Proceedings of the 5th International Conference on Behavioral, 2018

An Ensemble-Based Decision Tree Approach for Educational Data Mining.

Moloud Abdar, Mariam Zomorodi Moghadam, Xujuan Zhou

Proceedings of the 5th International Conference on Behavioral, 2018

2017

Coupling topic modelling in opinion mining for social media analysis.

Xujuan Zhou, Xiaohui Tao, Md Mostafijur Rahman, Ji Zhang

Proceedings of the International Conference on Web Intelligence, 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

Proceedings of the International Conference on Web Intelligence, 2017

Factors impacting employee engagement on enterprise social media.

Prema Sankaran, Sankaran Bheeman, K. Hari Priya, Xujuan Zhou, Raj Gururajan

Proceedings of the International Conference on Web Intelligence, 2017

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

Proceedings of the IEEE International Conference on Teaching, 2016

Software development for managing nutrition intake for Type II diabetes mellitus.

Dharini Krishnan, Xujuan Zhou, Subrata Chakraborty, Rashmi Gururajan, Raj Gururajan

Proceedings of the 10th International Conference on Software, 2016

Sentiment Analysis for Depression Detection on Social Networks.

Xiaohui Tao, Xujuan Zhou, Ji Zhang, Jianming Yong

Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016

2015

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

Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

2013

Personalised Information Gathering and Recommender Systems: Techniques and Trends.

Xiaohui Tao, Xujuan Zhou, Cher Han Lau, Yuefeng Li

EAI Endorsed Trans. Scalable Inf. Syst., 2013

Sentiment analysis on tweets for social events.

Xujuan Zhou, Xiaohui Tao, Jianming Yong, Zhenyu Yang

Proceedings of the 2013 IEEE 17th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2013

2012

A two-stage decision model for information filtering.

Yuefeng Li, Xujuan Zhou, Peter Bruza, Yue Xu, Raymond Y. K. Lau

Decis. Support Syst., 2012

The state-of-the-art in personalized recommender systems for social networking.

Xujuan Zhou, Yue Xu, Yuefeng Li, Audun Jøsang, Clive Cox

Artif. Intell. Rev., 2012

2011

Pattern Mining for a Two-Stage Information Filtering System.

Xujuan Zhou, Yuefeng Li, Peter Bruza, Yue Xu, Raymond Y. K. Lau

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

2010

Rough sets based reasoning and pattern mining for a two-stage information filtering system.

Xujuan Zhou, Yuefeng Li, Peter Bruza, Yue Xu, Raymond Y. K. Lau

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2008

Two-Stage Model for Information Filtering.

Xujuan Zhou, Yuefeng Li, Peter Bruza, Yue Xu, Raymond Y. K. Lau

Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008

A two-stage text mining model for information filtering.

Yuefeng Li, Xujuan Zhou, Peter Bruza, Yue Xu, Raymond Y. K. Lau

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Pattern Taxonomy Mining for Information Filtering.

Xujuan Zhou, Yuefeng Li, Peter Bruza, Yue Xu, Raymond Y. K. Lau

Proceedings of the AI 2008: Advances in Artificial Intelligence, 2008

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

Using Information Filtering in Web Data Mining Process.

Xujuan Zhou, Yuefeng Li, Peter Bruza, Sheng-Tang Wu, Yue Xu, Raymond Y. K. Lau

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

Filtering and Sophisticated Data Processing for Web Information Gathering.

Yuefeng Li, Ning Zhong, Xujuan Zhou, Sheng-Tang Wu

Proceedings of the Rough Sets and Intelligent Systems Paradigms, International Conference, 2007

Towards Context-Sensitive Domain Ontology Extraction.

Raymond Y. K. Lau, Jin-Xing Hao, Maolin Tang, Xujuan Zhou

Proceedings of the 40th Hawaii International International Conference on Systems Science (HICSS-40 2007), 2007

2006

Utilizing Search Intent in Topic Ontology-Based User Profile for Web Mining.

Xujuan Zhou, Sheng-Tang Wu, Yuefeng Li, Yue Xu, Raymond Y. K. Lau, Peter D. Bruza

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

Relevence Assessment of Topic Ontology.

Xujuan Zhou, Yuefeng Li, Yue Xu, Raymond Lau

Proceedings of the Advances in Intelligent IT, 2006