2021
Pal, G., Atkinson, K., & Li, G. (n.d.). Real-time user clickstream behavior analysis based on apache storm streaming. Electronic Commerce Research. doi:10.1007/s10660-021-09518-4DOI: 10.1007/s10660-021-09518-4
Pal, G. (2021, September 21). Multimodal Approach for Big Data Analytics and Applications.
O'Halloran, K. L., Pal, G., & Jin, M. (2021). Multimodal approach to analysing big social and news media data. DISCOURSE CONTEXT & MEDIA, 40. doi:10.1016/j.dcm.2021.100467DOI: 10.1016/j.dcm.2021.100467
2020
Managing Heterogeneous Data on a Big Data Platform: A Multi-Criteria Decision Making Model for Data-Intensive Science (Conference Paper)
Pal, G., Atkinson, K., & Li, G. (2020). Managing Heterogeneous Data on a Big Data Platform: A Multi-Criteria Decision Making Model for Data-Intensive Science. In 2020 IEEE INTERNATIONAL CONFERENCE ON BIG DATA AND SMART COMPUTING (BIGCOMP 2020) (pp. 229-239). doi:10.1109/BigComp48618.2020.00-69DOI: 10.1109/BigComp48618.2020.00-69
2019
Pal, G., Hong, X., Wang, Z., Wu, H., Li, G., & Atkinson, K. (2019). Lifelong Machine Learning and root cause analysis for large-scale cancer patient data. JOURNAL OF BIG DATA, 6(1). doi:10.1186/s40537-019-0261-9DOI: 10.1186/s40537-019-0261-9
Hong, X., Pal, G., Guan, S. -U., Wong, P., Liu, D., Man, K. L., & Huang, X. (2019). Semi-Unsupervised Lifelong Learning for Sentiment Classification: Less Manual Data Annotation and More Self-Studying. Proceedings of the 2019 3rd High Performance Computing and Cluster Technologies Conference. Retrieved from http://arxiv.org/abs/1905.01988v2
Pal, G., Li, G., & Atkinson, K. (2019). Big Data Ingestion and Lifelong Learning Architecture. In 2018 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA) (pp. 5420-5423). Retrieved from http://gateway.webofknowledge.com/
2018
Pal, G., Li, G., & Atkinson, K. (n.d.). Multi-Agent Big-Data Lambda Architecture Model for E-Commerce Analytics. Data, 3(4), 58. doi:10.3390/data3040058DOI: 10.3390/data3040058
Big Data Real Time Ingestion and Machine Learning (Conference Paper)
Pal, G., Li, G., & Atkinson, K. (2018). Big Data Real Time Ingestion and Machine Learning. In 2018 IEEE SECOND INTERNATIONAL CONFERENCE ON DATA STREAM MINING & PROCESSING (DSMP) (pp. 25-31). Retrieved from https://www.webofscience.com/
Big Data Real-Time Clickstream Data Ingestion Paradigm for E-Commerce Analytics (Conference Paper)
Pal, G., Li, G., & Atkinson, K. (2018). Big Data Real-Time Clickstream Data Ingestion Paradigm for E-Commerce Analytics. In 2018 4TH INTERNATIONAL CONFERENCE FOR CONVERGENCE IN TECHNOLOGY (I2CT). Retrieved from https://www.webofscience.com/
Near Real-Time Big Data Stream Processing Platform Using Cassandra (Conference Paper)
Pal, G., Li, G., & Atkinson, K. (2018). Near Real-Time Big Data Stream Processing Platform Using Cassandra. In 2018 4TH INTERNATIONAL CONFERENCE FOR CONVERGENCE IN TECHNOLOGY (I2CT). Retrieved from https://www.webofscience.com/
2017
Expert CF: Sparse data matrix completion with arti cial experts. (Journal article)
Pal, G. (2017). Expert CF: Sparse data matrix completion with arti cial experts.. International Journal of Design, Analysis and Tools for Integrated Circuits and Systems.
Multi-agent item to item contextual Big Data recommender system (Journal article)
Pal, G. (2017). Multi-agent item to item contextual Big Data recommender system. International Journal of Design, Analysis and Tools for Integrated Circuits and Systems.