Raj Gururajan

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 59

Top Topics

Bayesian Information Criterion

Machine Learning

Top Venues

Pattern Recognit. Lett.

Publications

Thanveer Shaik, Xiaohui Tao, Lin Li, Niall Higgins, Raj Gururajan, Xujuan Zhou, Jianming Yong
Clustered FedStack: Intermediate Global Models with Bayesian Information Criterion. Pattern Recognit. Lett. 177 (2024)
Matthew R. Squires, Xiaohui Tao, Soman Elangovan, U. Rajendra Acharya, Raj Gururajan, Haoran Xie, Xujuan Zhou
Enhancing Suicide Risk Detection on Social Media through Semi-Supervised Deep Label Smoothing. CoRR (2024)
Tanzim Hossain, F. M. Javed Mehedi Shamrat, Xujuan Zhou, Imran Mahmud, Md. Sakib Ali Mazumder, Sharmin Sharmin, Raj Gururajan
Development of a multi-fusion convolutional neural network (MF-CNN) for enhanced gastrointestinal disease diagnosis in endoscopy image analysis. PeerJ Comput. Sci. 10 (2024)
Matthew R. Squires, Xiaohui Tao, Soman Elangovan, Raj Gururajan, Haoran Xie, Xujuan Zhou, Yuefeng Li, U. Rajendra Acharya
DE-CGAN: Boosting rTMS Treatment Prediction with Diversity Enhancing Conditional Generative Adversarial Networks. CoRR (2024)
Prema Sankaran, Raksha Deshbhag, Krishna Durbha, Raj Gururajan, Xujuan Zhou
Student Perceptions of ChatGPT Through an Expectancy Value Theory. WI/IAT (2023)
Mohsin Asad Gill, Xujuan Zhou, Faisal Nabi, Rohan Genrich, Raj Gururajan
Would Business Applications Such as the FinTech Benefit by ChatGPT? If So, Where and How? WI/IAT (2023)
Thanveer Basha Shaik, Xiaohui Tao, Lin Li, Haoran Xie, U. Rajendra Acharya, Raj Gururajan, Xujuan Zhou
PDRL: Multi-Agent based Reinforcement Learning for Predictive Monitoring. CoRR (2023)
Matthew R. Squires, Xiaohui Tao, Soman Elangovan, Raj Gururajan, Xujuan Zhou, U. Rajendra Acharya, Yuefeng Li
Deep learning and machine learning in psychiatry: a survey of current progress in depression detection, diagnosis and treatment. Brain Informatics 10 (1) (2023)
Eyad Abdel Latif Marazqah Btoush, Xujuan Zhou, Raj Gururajan, Ka Ching Chan, Rohan Genrich, Prema Sankaran
A systematic review of literature on credit card cyber fraud detection using machine and deep learning. PeerJ Comput. Sci. 9 (2023)
Thanveer Shaik, Xiaohui Tao, Niall Higgins, Lin Li, Raj Gururajan, Xujuan Zhou, U. Rajendra Acharya
Remote patient monitoring using artificial intelligence: Current state, applications, and challenges. WIREs Data. Mining. Knowl. Discov. 13 (2) (2023)
Thanveer Shaik, Xiaohui Tao, Niall Higgins, Lin Li, Raj Gururajan, Xujuan Zhou, U. Rajendra Acharya
Remote patient monitoring using artificial intelligence: Current state, applications, and challenges. CoRR (2023)
Abinaya Gopalakrishnan, Raj Gururajan, Revathi Venkataraman, Xujuan Zhou, Ka Ching Chan
A Combined Attribute Extraction Method for Detecting Postpartum Depression Using Social Media. HIS (2023)
Matthew R. Squires, Xiaohui Tao, Soman Elangovan, Raj Gururajan, Xujuan Zhou, Yuefeng Li, U. Rajendra Acharya
Identifying predictive biomarkers for repetitive transcranial magnetic stimulation response in depression patients with explainability. Comput. Methods Programs Biomed. 242 (2023)
Thanveer Basha Shaik, Xiaohui Tao, Niall Higgins, Haoran Xie, Raj Gururajan, Xujuan Zhou
AI enabled RPM for Mental Health Facility. CoRR (2023)
Thanveer Basha Shaik, Xiaohui Tao, Lin Li, Niall Higgins, Raj Gururajan, Xujuan Zhou, Jianming Yong
Clustered FedStack: Intermediate Global Models with Bayesian Information Criterion. CoRR (2023)
Joshua Sheehy, Hamish Rutledge, U. Rajendra Acharya, Hui Wen Loh, Raj Gururajan, Xiaohui Tao, Xujuan Zhou, Yuefeng Li, Tiana Gurney, Srinivas Kondalsamy-Chennakesavan
Gynecological cancer prognosis using machine learning techniques: A systematic review of the last three decades (1990-2022). Artif. Intell. Medicine 139 (2023)
Abinaya Gopalakrishnan, Raj Gururajan, Revathi Venkataraman, Xujuan Zhou, Ka Ching Chan, Arul Saravanan, Maitrayee Sen
Attribute Selection Hybrid Network Model for risk factors analysis of postpartum depression using Social media. Brain Informatics 10 (1) (2023)
Fang Zheng, Siyuan Huang, Xiong Zhou, Shujun Ta, Xujuan Zhou, Ka Ching Chan, Raj Gururajan
Research on agricultural product quality traceability system based on blockchain technology. Web Intell. 21 (3) (2023)
Ghazal Bargshady, Xujuan Zhou, Prabal Datta Barua, Raj Gururajan, Yuefeng Li, U. Rajendra Acharya
Application of CycleGAN and transfer learning techniques for automated detection of COVID-19 using X-ray images. Pattern Recognit. Lett. 153 (2022)
Thanveer Basha Shaik, Xiaohui Tao, Niall Higgins, Haoran Xie, Raj Gururajan, Xujuan Zhou
AI enabled RPM for mental health facility. MWSSH@MobiCom (2022)
Chee Keong Wee, Xujuan Zhou, Raj Gururajan, Xiaohui Tao, Jennifer Chen, Rashmi Gururajan, Nathan Wee, Prabal Datta Barua
Automated Triaging Medical Referral for Otorhinolaryngology Using Data Mining and Machine Learning Techniques. IEEE Access 10 (2022)
Abinaya Gopalakrishnan, Revathi Venkataraman, Raj Gururajan, Xujuan Zhou, Rohan Genrich
Mobile phone enabled mental health monitoring to enhance diagnosis for severity assessment of behaviours: a review. PeerJ Comput. Sci. 8 (2022)
Thanveer Basha Shaik, Xiaohui Tao, Niall Higgins, Raj Gururajan, Yuefeng Li, Xujuan Zhou, U. Rajendra Acharya
FedStack: Personalized activity monitoring using stacked federated learning. Knowl. Based Syst. 257 (2022)
Matthew R. Squires, Xiaohui Tao, Soman Elangovan, Raj Gururajan, Xujuan Zhou, Udyavara Rajendra Acharya
A novel genetic algorithm based system for the scheduling of medical treatments. Expert Syst. Appl. 195 (2022)
Thanveer Basha Shaik, Xiaohui Tao, Niall Higgins, Raj Gururajan, Yuefeng Li, Xujuan Zhou, U. Rajendra Acharya
FedStack: Personalized activity monitoring using stacked federated learning. CoRR (2022)
Vaishnavi Moorthy, Revathi Venkataraman, Raj Gururajan
Bayesian trust analysis of flooding attacks in distributed software defined networking nodes. J. Ambient Intell. Humaniz. Comput. 12 (7) (2021)
Raj Gururajan, Xiaohui Tao, Yuefeng Li, Xujuan Zhou, Soman Elangovan, Srinivas Kondalsamy-Chennakesavan, Revathi Venkataraman
Emerging Applications in Healthcare and Their Implications to Academia and Practice. WISE (2) (2021)
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
Future IoT tools for COVID-19 contact tracing and prediction: A review of the state-of-the-science. Int. J. Imaging Syst. Technol. 31 (2) (2021)
Xiaohui Tao, Thanveer Basha Shaik, Niall Higgins, Raj Gururajan, Xujuan Zhou
Remote Patient Monitoring Using Radio Frequency Identification (RFID) Technology and Machine Learning for Early Detection of Suicidal Behaviour in Mental Health Facilities. Sensors 21 (3) (2021)
Chee Keong Wee, Xujuan Zhou, Raj Gururajan, Xiaohui Tao, Nathan Wee
Adaptive Fault Resolution for Database Replication Systems. ADMA (2021)
Avijit Chowdhury, Abdul Hafeez-Baig, Raj Gururajan
Development of a Survey Instrument to Explore Telehealth Adoption in the Healthcare Domain. HCI (5) (2021)
Joel Koh En Wei, Simona De Michele, K. Vidya Sudarshan, V. Jahmunah, Edward J. Ciaccio, Ooi Chui Ping, Raj Gururajan, Rashmi Gururajan, Shu Lih Oh, Suzanne K. Lewis, Peter H. R. Green, Govind Bhagat, U. Rajendra Acharya
Automated interpretation of biopsy images for the detection of celiac disease using a machine learning approach. Comput. Methods Programs Biomed. 203 (2021)
Emrah Aydemir, Türker Tuncer, Sengül Dogan, Raj Gururajan, U. Rajendra Acharya
Automated major depressive disorder detection using melamine pattern with EEG signals. Appl. Intell. 51 (9) (2021)
Omar Alsodi, Xujuan Zhou, Raj Gururajan, Anup Shrestha
A Survey on Detection of cybersecurity threats on Twitter using deep learning. BESC (2021)
Avijit Chowdhury, Abdul Hafeez-Baig, Raj Gururajan, Amanda McCubbin, Mirza Akmal Sharif, Shah Jahan Miah
The Role of Image Quality in Telehealth: Adoption Challenges in the Subcontinent. Pac. Asia J. Assoc. Inf. Syst. 13 (3) (2021)
Xujuan Zhou, Raj Gururajan, Yuefeng Li, Revathi Venkataraman, Xiaohui Tao, Ghazal Bargshady, Prabal Datta Barua, Srinivas Kondalsamy-Chennakesavan
A survey on text classification and its applications. Web Intell. 18 (3) (2020)
Moloud Abdar, Mariam Zomorodi Moghadam, Xujuan Zhou, Raj Gururajan, Xiaohui Tao, Prabal Datta Barua, Rashmi Gururajan
A new nested ensemble technique for automated diagnosis of breast cancer. Pattern Recognit. Lett. 132 (2020)
Christopher Kok, V. Jahmunah, Shu Lih Oh, Xujuan Zhou, Raj Gururajan, Xiaohui Tao, Kang Hao Cheong, Rashmi Gururajan, Filippo Molinari, U. Rajendra Acharya
Automated prediction of sepsis using temporal convolutional network. Comput. Biol. Medicine 127 (2020)
Xujuan Zhou, Yuefeng Li, Raj Gururajan, Ghazal Bargshady, Xiaohui Tao, Revathi Venkataraman, Prabal Datta Barua, Srinivas Kondalsamy-Chennakesavan
A New Deep Convolutional Neural Network Model for Automated Breast Cancer Detection. BESC (2020)
Avijit Chowdhury, Abdul Hafeez-Baig, Raj Gururajan, Mirza Akmal Sharif
The Adoption of Mobile Technologies in Healthcare: The Perceptions of Healthcare Professionals Regarding Knowledge Management Practices in Developing Countries. HCI (45) (2020)
Ethan Bergman, Dharini Krishnan, Timothy F. Englund, Raj Gururajan, Heather Gerrish
Nutrient analysis of school lunches and anthropometric measures in a private and public school in Chennai, India. Health Inf. Sci. Syst. 8 (1) (2020)
Xiong Zhou, Fang Zheng, Xujuan Zhou, Ka Ching Chan, Raj Gururajan, Zhangguang Wu, Enxing Zhou
From traceability to provenance of agricultural products through blockchain. Web Intell. 18 (3) (2020)
Atheer Abdullah Mohammed, Abdul Hafeez-Baig, Raj Gururajan
Designing a knowledge management measurement for educational institutions: a qualitative research. Int. J. Inf. Syst. Chang. Manag. 11 (2) (2019)
Vasundhara Rani Sood, Abdul Hafeez-Baig, Raj Gururajan
Developing an Instrument to Measure the Adoption of Mobile Devices in the Telehealth Environment. ACIS (2019)
Rajib Rana, Siddique Latif, Raj Gururajan, Anthony Gray, Geraldine Mackenzie, Gerald Michael Humphris, Jeff Dunn
Automated Screening for Distress: A Perspective for the Future. CoRR (2019)
Thuan Pham, Xiaohui Tao, Ji Zhang, Jianming Yong, Xujuan Zhou, Raj Gururajan
MeKG: Building a Medical Knowledge Graph by Data Mining from MEDLINE. BI (2019)
Xujuan Zhou, Ghazal Bargshady, Moloud Abdar, Xiaohui Tao, Raj Gururajan, Ka Ching Chan
A Case Study of Predicting Banking Customers Behaviour by Using Data Mining. BESC (2019)
Xiaohui Tao, Ravi Dharmalingam, Ji Zhang, Xujuan Zhou, Lin Li, Raj Gururajan
Twitter Analysis for Depression on Social Networks based on Sentiment and Stress. BESC (2019)
Prabal Datta Barua, Xujuan Zhou, Raj Gururajan, Ka Ching Chan
Determination of Factors Influencing Student Engagement Using a Learning Management System in a Tertiary Setting. WI (2018)
Ka Ching Chan, Xujuan Zhou, Raj Gururajan, Prabal Datta Barua
A Set of Quality Metrics for the Evaluation of Voice Termination Services. BESC (2018)
Rajib Rana, Raj Gururajan, Geraldine Mackenzie, Jeff Dunn, Anthony Gray, Xujuan Zhou, Prabal Datta Barua, Julien Epps, Gerald Michael Humphris
A Novel Framework for Distress Detection through an Automated Speech Processing System. WI (2018)
Sudipendra Nath Roy, Shashi Kant Srivastava, Raj Gururajan
Integrating Wearable Devices and Recommendation System: Towards a Next Generation Healthcare Service Delivery. J. Inf. Technol. Theory Appl. 19 (4) (2018)
Xiong Zhou, Xujuan Zhou, Fang Zheng, Raj Gururajan, Enxing Zhou, Ka Ching Chan, Zhangguang Wu
Based on the Internet Plus the Safety of Agricultural Products Traceability Research. BESC (2018)
Prema Sankaran, Sankaran Bheeman, K. Hari Priya, Xujuan Zhou, Raj Gururajan
Factors impacting employee engagement on enterprise social media. WI (2017)
Xujuan Zhou, Jeffrey Soar, Raj Gururajan, Zhangguang Wu, Weimin Wu
A cross - layer optimization of video transmission based on packet loss rate in 802.11e wireless networks. WI (2017)
Atheer Abdullah Mohammed, Raj Gururajan, Abdul Hafeez-Baig
Primarily investigating into the relationship between talent management and knowledge management in business environment. WI (2017)
Dharini Krishnan, Xujuan Zhou, Subrata Chakraborty, Rashmi Gururajan, Raj Gururajan
Software development for managing nutrition intake for Type II diabetes mellitus. SKIMA (2016)
Abdul Hafeez-Baig, Raj Gururajan, Subrata Chakraborty
Assuring reliability in Qualitative studies: a Health Informatics Perspective. PACIS (2016)
Subrata Chakraborty, Xujuan Zhou, Abdul Hafeez-Baig, Raj Gururajan, Manoranjan Paul, Anuradha Mandal, Anila Elizabeth Chacko, Prabal Datta Barua
Objective analysis of marker bias in higher education. TALE (2016)
Raj Gururajan, Abdul Hafeez-Baig
An empirical study to determine factors that motivate and limit the implementation Of ICT in healthcare environments. BMC Medical Informatics Decis. Mak. 14 (2014)
Craig Standing, Raj Gururajan, Susan Standing, Helen Cripps
Making the Most of Virtual Expertise in Telemedicine and Telehealth Environment. J. Organ. Comput. Electron. Commer. 24 (2-3) (2014)
Abdul Hafeez-Baig, Raj Gururajan
An Empirical Study to Determine Factors That Motivate and Limit The Implementation Of ICT In Healthcare Environments. ACIS (2013)
Heng-Sheng Tsai, Raj Gururajan, Eric Kong, Abdul Hafeez-Baig, Meng-Kuan Lin
Deploying Mobile Data Services: An Australian Case Study. IT Prof. 14 (5) (2012)
Abdul Hafeez-Baig, Raj Gururajan, David Jones, P. A. Danaher
Feeding Back and Enhancing Authentic Learning in Quality Course Assessment Design: Locating Information Systems in Rigorous Educational Research. ACIS (2012)
Abdul Hafeez-Baig, Raj Gururajan
Does Information and Communication Technology (ICT) Facilitate Knowledge Management Activities in the 21st Century? J. Softw. 7 (11) (2012)
Meng-Kuan Lin, Joseph M. Mula, Raj Gururajan, John W. Leis
Development Of A Prototype Multi-Touch ECG Diagnostic Decision Support System Using Mobile Technology For Monitoring Cardiac Patients At A Distance. PACIS (2011)
Abdul Hafeez-Baig, Raj Gururajan
An exploratory Study to Investigate the Effectiveness of PDAs in Healthcare: A Case of Queensland Nurses. ACIS (2011)
Heng-Sheng Tsai, Raj Gururajan, Abdul Hafeez-Baig
Constructs for successful implementation of m-business: an Australian case study. Int. J. Mob. Learn. Organisation 5 (3/4) (2011)
Craig Standing, Izabela Volpe, Susan Standing, Raj Gururajan
Making the Most of Virtual Expertise in Telemedicine and Telehealth Environments. DASC (2011)
Abdul Hafeez-Baig, Raj Gururajan, Heng-Sheng Tsai
Views and Constructs for Knowledge Management in India - A Confirmatory Factor Analysis. PACIS (2010)
Raj Gururajan, Heng-Sheng Tsai, Abdul Hafeez-Baig, Meng-Kuan Lin
Knowledge Sharing and Management for Better Organisational Outcomes: An Indian Study. PACIS (2010)
Ying Su, Raj Gururajan
The Determinants for Adoption of Wearable Computer Systems in Traditional Chinese Hospital. APWCS (2010)
Jacqueline Blake, Don V. Kerr, Raj Gururajan
Development of knowledge management support for the sleep disorder diagnosis proces. ACIS (2010)
Heng-Sheng Tsai, Raj Gururajan
The Enablers and Implementation Model for Mobile KMS in Australian Healthcare. NSS (2010)
Abdul Hafeez-Baig, Raj Gururajan, Heng-Sheng Tsai, Prema Sankaran
Exploratory Study to Explore the Role of ICT in the Process of Knowledge Management in an Indian Business Environment. NSS (2010)
Layla Soroush, Abdul Hafeez-Baig, Raj Gururajan
Clinicians' Perception of Using Digital Stethoscopes in Telehealth Platform: Queensland Telehealth Preliminary Study. ACIS (2010)
Abdul Hafeez-Baig, Raj Gururajan
Key Common Determinants for Adoption of Wireless Technology in Healthcare for India and Pakistan: Development of a conceptual model. MedInfo (2010)
Meng-Kuan Lin, Joseph M. Mula, Raj Gururajan, John W. Leis, Abdul Hafeez-Baig
Efficacy and Feasibility of A Mobile ECG Decision Support System - A Preliminary Conceptual Model. PACIS (2010)
Tyge Kummer, Markus Bick, Raj Gururajan
Acceptance problems of ambient intelligence and mobile technologies in hosptals in India and Germany. ECIS (2009)
Abdul Hafeez-Baig, Raj Gururajan
Exploratory study to understand the phenomena of adoption of wireless handheld devices in the Australian healthcare system. J. Syst. Inf. Technol. 11 (1) (2009)
Abdul Hafeez-Baig, Raj Gururajan
Time Management, Improved Patient Expectations and Added Value Contributing to the Perceived Acceptance of Using Wireless Handheld Devices in the Indian Healthcare. ACIS (2008)
Raj Gururajan, Mohammed Quaddus, Jun Xu
Clinical usefulness of handheld wireless technology in healthcare: A cross-national study of Australia and India. J. Syst. Inf. Technol. 10 (1) (2008)
Raj Gururajan, Abdul Hafeez-Baig, Vijaya Gururajan
Clinical Factors and Technological Barriers as Determinants for the Intention to Use Wireless Handheld Technology in Healthcare Environment: An Indian Case Study. ECIS (2008)
Abdul Hafeez-Baig, Shelly Grist, Raj Gururajan
Technology Management, Data management, Improved outcomes, Efficiency and Software limitation influencing the use of wireless technology for healthcare in Pakistan. ACIS-ICIS (2007)
Raj Gururajan
Drivers of Wireless Technology in Healthcare: An Indian Study. ECIS (2007)
Shelly Grist, Abdul Hafeez-Baig, Raj Gururajan, Shamim Khan
Clinical Usefulness is the Key Common Determinant of Adoption of Wireless Technology in Healthcare for India and Australia. ICMB (2007)
Raj Gururajan, Abdul Hafeez-Baig, Don V. Kerr
Reactions and Perceptions of Healthcare Professional Towards Wireless Devices in Healthcare Environment in the Developing World: a Case of Pakistan. ACIS (2007)
Heng-Sheng Tsai, Raj Gururajan
Motivations and Challenges for M-Business Transformation: A Multiple-Case Study. J. Theor. Appl. Electron. Commer. Res. 2 (2) (2007)
Angela Howard, Abdul Hafeez-Baig, Srecko Howard, Raj Gururajan
A Framework for the Adoption of Wireless Technology in Healthcare: An Indian Study. ACIS (2006)
Keyurkumar J. Patel, Raj Gururajan
Use of Hand Held Devices in a Western Australian Health Sector. EMBC (2006)
Gerald Guan Gan Goh, Charmaine Ryan, Raj Gururajan
'Soft' enablers of knowledge management in Malaysian companies - a qualitative study. ACIS (2006)
Raj Gururajan, San Murugesan
Wireless Solutions Developed for the Australian Healthcare: A Review. ICMB (2005)
Raj Gururajan, Alan Thompson
A preliminary study determine the role of organisational knowledge in computer security. ACIS (2004)
Dave Roberts, Raj Gururajan
A Preliminary Study to Determine Attitudes towards Plagiarism in Information Systems. ACIS (2004)
Raj Gururajan
Wireless Applications: Influences and Risks of Location Identification Technologies. ACIS (2001)
Raj Gururajan, Trish Sherwood
A Quality Metric for the Instructional Process: A Systems Approach. PACIS (1995)