Carson K. Leung

263 papers A* 3A 1B 79C 36Misc 5Journal 27Unranked 106

Year	Rank	Type	Title / Venue / Authors
2026	B	`ed.`	Big Data Analytics and Knowledge Discovery - 27th International Conference, DaWaK 2025, Bangkok, Thailand, August 25-27, 2025, Proceedings DaWaK Carson K. Leung, Anton Dignös, Gabriele Kotsis, A Min Tjoa, Ismail Khalil
2026	C	`ed.`	Database Engineered Applications - 29th International Symposium, IDEAS 2025, Newcastle upon Tyne, UK, July 14-16, 2025, Proceedings IDEAS Giacomo Bergami, Paul D. Ezhilchelvan, Yannis Manolopoulos, Sergio Ilarri, Jorge Bernardino, Carson K. Leung, Peter Z. Revesz
2025	—	`conf`	A Hybrid Data Model to Support Transportation Analytics of Emergency Service Vehicles. DEXA (1) Carson K. Leung
2025	J	`jnl`	A Machine-Learning-Based Data Science Framework for Effectively and Efficiently Processing, Managing, and Visualizing Big Sequential Data. Comput. Alfredo Cuzzocrea, Islam Belmerabet, Abderraouf Hafsaoui, Carson K. Leung
2025	—	`conf`	A Probabilistic Reasoning Framework to Detect Fake News on Social Media. IMCOM Mehreen Rashid, Fabliha Anber, Md. Samiullah, Chowdhury Farhan Ahmed, Carson K. Leung, Adam G. M. Pazdor
2025	C	`conf`	A Solution for Explainable AI and Visual Knowledge Discovery. IV Connor C. J. Hryhoruk, Carson K. Leung, Adam G. M. Pazdor
2025	A	`conf`	A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection. EASE Seyed Shayan Daneshvar, Da Tan, Shaowei Wang, Carson K. Leung
2025	J	`jnl`	A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection. CoRR Seyed Shayan Daneshvar, Da Tan, Shaowei Wang, Carson K. Leung
2025	J	`jnl`	A tree-based framework to mine top-K closed sequential patterns. Appl. Intell. Redwan Ahmed Rizvee, Chowdhury Farhan Ahmed, Carson K. Leung
2025	B	`conf`	An Enhanced FP-Growth Algorithm with Hybrid Adaptive Support Threshold for Association Rule Mining. DaWaK Kanda Runapongsa Saikaew, Carson K. Leung, Kritbodin Phiwhorm
2025	C	`conf`	An Environmental Analytics Solution for Visualizing Clusters of Wildfires. IV Bilal A. Ayoub, Connor C. J. Hryhoruk, Carson K. Leung, Jethro A. Swanson, Kate L. Walley, Henry Wong
2025	C	`ed.`	Database Engineered Applications - 28th International Symposium, IDEAS 2024, Bayonne, France, August 26-29, 2024, Proceedings IDEAS Richard Chbeir, Sergio Ilarri, Yannis Manolopoulos, Peter Z. Revesz, Jorge Bernardino, Carson K. Leung
2025	C	`conf`	Information Visualization for Transportation Analytics. IV Frieda Bi, Christopher Z. Eu, Connor C. J. Hryhoruk, Carson K. Leung, Maria Luisa Maranhao Costa Barros Correia, Shanaya C. McMillan
2025	B	`conf`	Machine Learning on Big Data for Crime Trend Analytics and Prediction. IEEE Big Data M. Akroma E. Ansah, Carson K. Leung, Omodesayo A. Owolabi, Alfredo Cuzzocrea
2025	B	`conf`	Machine Learning on Big Economic Data for Predictive Financial Analytics. IEEE Big Data Abhinav Jain, Carson K. Leung, Thanh Trung Jack Nguyen, Jing Xiang Ong, Alfredo Cuzzocrea
2025	J	`jnl`	MolGraph-xLSTM: A graph-based dual-level xLSTM framework with multi-head mixture-of-experts for enhanced molecular representation and interpretability. CoRR Yan Sun, Yutong Lu, Yan Yi Li, Zihao Jing, Carson K. Leung, Pingzhao Hu
2025	J	`jnl`	Supervised graph embedding for classification using discriminating frequent patterns. Int. J. Data Sci. Anal. Md. Tanvir Alam, Chowdhury Farhan Ahmed, Md. Samiullah, Carson K. Leung
2024	C	`conf`	A Database Engineered System for Big Data Analytics on Tornado Climatology. IDEAS Fengfan Bian, Carson K. Leung, Piers Grenier, Harry Pu, Samuel Ning
2024	J	`jnl`	A Database Engineered System for Big Data Analytics on Tornado Climatology. CoRR Fengfan Bian, Carson K. Leung, Piers Grenier, Harry Pu, Samuel Ning, Alfredo Cuzzocrea
2024	B	`conf`	A Location Analytics Algorithm to Analyze Geographic and Demographic Data for Restaurant Analytics. COMPSAC Chang Geng, Griffin LaFreniere, Huy Khanh Le, Carson K. Leung, Quinn Chao Wong, Alfredo Cuzzocrea
2024	B	`conf`	A Metaverse Platform for Air Pollution Analysis in Supporting Smart and Sustainable City Development. DSAA Juan C. Armijos, Garik Avagyan, Carson K. Leung, Jasmine J. Tabuzo, Aivee F. Teodocio
2024	—	`conf`	A Real-Time Sentiment Feedback System: Binary Categorization and Context Understanding Based on Product Reviews. ASONAM (4) Arshpreet S. Buttar, Jiawei Fan, Olukoye O. Fatoki, Roba Geleta, Carson K. Leung
2024	C	`conf`	A Visual Analytics Solution for Analyzing and Mining Infectious Disease Data. IV Daxuan Chen, Tristan S. Dyck, Carson K. Leung, Trevor D. Neudorf, Linpu Zhang
2024	J	`jnl`	A new tree-based approach to mine sequential patterns. Expert Syst. Appl. Redwan Ahmed Rizvee, Chowdhury Farhan Ahmed, Md. Fahim Arefin, Carson K. Leung
2024	—	`conf`	An Efficient Approach for Mining Temporal Fuzzy High-Utility Itemsets. FSDM Sadnan Kibria Kawshik, Zulker Nayeen, Chowdhury Farhan Ahmed, Md. Tanvir Alam, Carson K. Leung, Connor C. J. Connor
2024	—	`conf`	An Efficient Approach to Learn an Effective Hierarchy of a Set of OOBN Classes. IMCOM Wakilur Islam, Md. Rezaul Karim, Md. Samiullah, Chowdhury Farhan Ahmed, Carson K. Leung, Adam G. M. Pazdor, Connor C. J. Hryhoruk
2024	B	`conf`	An Environmental Data Science Solution for Data Analytics Exploration of Traffic Interaction on Air Quality. COMPSAC Garik Avagyan, Juan C. Armijos, Carson K. Leung, Jasmine J. Tabuzo, Aivee F. Teodocio, Alfredo Cuzzocrea
2024	C	`conf`	An Explainable Artificial Intelligence Solution for the Practical Application of Employee Turnover. IV Carson K. Leung, Rayan Imran, Adam G. M. Pazdor, Joglas Souza
2024	—	`conf`	Anomaly Detection with Generalized Isolation Forest. AINA (2) Brett E. Downey, Carson K. Leung, Adam G. M. Pazdor, Ryan A. L. Petrillo, Denys Popov, Benjamin R. Schneider
2024	B	`conf`	Are Existing Large Language Models Robust Against Jailbreak Attacks? IEEE Big Data Baha Rababah, Shang Tommy Wu, Matthew Kwiatkowski, Carson K. Leung, Cuneyt Gurcan Akcora
2024	J	`jnl`	Computational frameworks integrating deep learning and statistical models in mining multimodal omics data. J. Biomed. Informatics Leann Lac, Carson K. Leung, Pingzhao Hu
2024	J	`jnl`	Editorial Deep Learning-Empowered Big Data Analytics in Biomedical Applications and Digital Healthcare. IEEE Trans. Comput. Biol. Bioinform. Xiaokang Zhou, Carson K. Leung, Kevin I-Kai Wang, Giancarlo Fortino
2024	J	`jnl`	Hyperedge Anomaly Detection with Hypergraph Neural Network. CoRR Md. Tanvir Alam, Chowdhury Farhan Ahmed, Carson K. Leung
2024	J	`jnl`	Mining Sequential Patterns in Uncertain Databases Using Hierarchical Index Structure. CoRR Kashob Kumar Roy, Md Hasibul Haque Moon, Md Mahmudur Rahman, Chowdhury Farhan Ahmed, Carson K. Leung
2024	—	`conf`	Mining and Forecasting Energy Consumption Based on Weather Data. SDS Nathaniel Giesbrecht, Owen A. Hnylycia, Carson K. Leung, Junyi Lu, Thanh Huy Daniel Mai, Fan Jiang, Alfredo Cuzzocrea
2024	—	`conf`	Multi-level Frequent Pattern Mining on Pipeline Incident Data. AINA (2) Connor C. J. Hryhoruk, Carson K. Leung, Jingyuan Li, Brandon A. Narine, Felix Wedel
2024	—	`conf`	Multiple Multi-Modal Methods of Malignant Mammogram Classification. ICHI Christopher N. Vattheuer, Nguyen Duy Thong Jase Tran, Carson K. Leung, Connor C. J. Hryhoruk
2024	B	`conf`	Privacy-Preserving Publishing with Generative Adversarial Network (GAN) for Supporting Contact Tracing of Infectious Diseases. IEEE Big Data Anifat M. Olawoyin, Carson K. Leung, Hoang Hai Nguyen, Alfredo Cuzzocrea
2024	—	`conf`	SREMIC: Spatial Relation Extraction-based Malware Image Classification. IMCOM Inzamamul Alam, Md. Samiullah, Upama Kabir, Simon S. Woo, Carson K. Leung, Hoang Hai Nguyen
2024	B	`conf`	SoK: Prompt Hacking of Large Language Models. IEEE Big Data Baha Rababah, Shang Tommy Wu, Matthew Kwiatkowski, Carson K. Leung, Cuneyt Gurcan Akcora
2024	J	`jnl`	SoK: Prompt Hacking of Large Language Models. CoRR Baha Rababah, Shang Wu, Matthew Kwiatkowski, Carson K. Leung, Cuneyt Gurcan Akcora
2024	—	`conf`	Unveiling Market Sentiments: A Comprehensive Analysis of Stock Market Responses to Diverse News Events Using Data Mining Techniques. IMCOM Sartaj Solaiman, B. M. Obaydur Rahman, Md. Fahim Arefin, Chowdhury Farhan Ahmed, Carson K. Leung, Evan W. R. Madill
2024	C	`conf`	Visual Analytics of Motor Vehicle Accidents. IV Roland Fehr, Jonathan Lee, Carson K. Leung, Ning Liu, Xin Nie
2024	J	`jnl`	iNGNN-DTI: prediction of drug-target interaction with interpretable nested graph neural network and pretrained molecule models. Bioinform. Yan Sun, Yan Yi Li, Carson K. Leung, Pingzhao Hu
2023	B	`conf`	A Big Data Science and Engineering Solution for Transit Performance Analytics. TrustCom Nhu Minh Ngoc Pham, Yixi Wu, Carson K. Leung, Mohammadafaz V. Munshi, Vrushil Kiritkumar Patel, Connor C. J. Hryhoruk
2023	C	`conf`	A Data Discovery and Visualization Tool for Visual Analytics of Time Series in Digital Agriculture. IV Jasmin K. Dhaliwal, Megan E. Galbraith, Carson K. Leung, Da Tan
2023	Misc	`conf`	A Data Science Solution for Analyzing Long COVID Cases. IRI Da Tan, Carson K. Leung, Katrina Dotzlaw, Ryan Dotzlaw, Adam G. M. Pazdor, Sean Szturm
2023	C	`conf`	A Novel Deep Learning Approach for Breast Cancer Detection on Screening Mammography. BIBE Carson K. Leung, Hoang Hai Nguyen
2023	B	`conf`	A Privacy-Preserving Semi-Decentralized Personalized Recommendation System. IEEE Big Data Carson K. Leung, Evan W. R. Madill, Qi Wen
2023	Misc	`conf`	A Transportation Analytic Solution for Predicting Flight Cancellations. IRI Shawn J. Lanting, Carson K. Leung, Khush Bhrugesh Patel, Sanskar Raval, Liza Yashin
2023	—	`conf`	Big Data Management for Machine Learning from Big Data. AINA (1) Anifat M. Olawoyin, Carson K. Leung, Connor C. J. Hryhoruk, Alfredo Cuzzocrea
2023	B	`conf`	Bitwise Vertical Mining of Minimal Rare Patterns. DaWaK Elieser Capillar, Chowdhury Abdul Mumin Ishmam, Carson K. Leung, Adam G. M. Pazdor, Prabhanshu Shrivastava, Ngoc Bao Chau Truong
2023	B	`conf`	Connectable and Independent Junction Tree-Based Compilation Technique of Object-Oriented Bayesian Networks. ICTAI A. M. Aahad, Khondker Bin Yamin, Md. Samiullah, Chowdhury Farhan Ahmed, Carson K. Leung, Evan W. R. Madill, Adam G. M. Pazdor
2023	—	`conf`	Data Analytics and Prediction of Long COVID Cases with Fuzzy Logic. FUZZ Katrina Dotzlaw, Ryan Dotzlaw, Carson K. Leung, Adam G. M. Pazdor, Sean Szturm, Da Tan
2023	—	`conf`	Data Analytics for Dependable Transportation Systems in a Smart City. DASC/PiCom/CBDCom/CyberSciTech Nhu Minh Ngoc Pham, Yixi Wu, Carson K. Leung, Mohammadafaz V. Munshi, Vrushil Kiritkumar Patel
2023	—	`conf`	Deep Learning-Based Credit Score Prediction: Hybrid LSTM-GRU Model. SSCI Golnaz Sababipour ASL, Kiarash Shamsi, Ruppa K. Thulasiram, Cuneyt Gurcan Akcora, Carson K. Leung
2023	C	`conf`	Discovery of Patent Influence with Directed Acyclic Graph Network Analysis. IDEAS Carson K. Leung
2023	—	`conf`	Dynamic Pricing for Parking Facility. INCoS Deyu Deng, Carson K. Leung, Adam G. M. Pazdor
2023	—	`conf`	Efficient Vertical Mining of Frequent Quantitative Patterns. DASC/PiCom/CBDCom/CyberSciTech Thomas J. Czubryt, Connor C. J. Hryhoruk, Carson K. Leung, Adam G. M. Pazdor
2023	B	`conf`	Enhanced Mining of High Utility Patterns from Streams of Dynamic Profit. DSAA Jiaxing Jason Mai, Carson K. Leung, Connor C. J. Hryhoruk, Adam G. M. Pazdor
2023	B	`conf`	Evolution of Big Data Models from Hierarchical Models to Knowledge Graphs. COMPSAC Anifat M. Olawoyin, Carson K. Leung, Alfredo Cuzzocrea
2023	J	`jnl`	Handwritten Word Recognition using Deep Learning Approach: A Novel Way of Generating Handwritten Words. CoRR Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Nova Ahmed, Carson K. Leung
2023	B	`conf`	Machine Learning-Based Android Malware Detection. DSAA David Ojo, Nusayer Masud Siddique, Carson K. Leung, Connor C. J. Hryhoruk
2023	B	`conf`	Machine-Learning-Based Multidimensional Big Data Analytics over Clouds via Multi-Columnar Big OLAP Data Cube Compression. IEEE Big Data Alfredo Cuzzocrea, Abderraouf Hafsaoui, Carson K. Leung
2023	—	`conf`	Mining Big Healthcare Data to Predict Long COVID Cases. ICIT Katrina Dotzlaw, Ryan Dotzlaw, Carson K. Leung, Adam G. M. Pazdor, Sean Szturm, Da Tan
2023	—	`conf`	Mining Popular Trends from TED Talk Data. ICIT Colin N. Johnson, Jay Khakhariya, Carson K. Leung, Adam G. M. Pazdor, Steven J. Peters, Aaron M. Salo
2023	—	`conf`	Mining Sequential Patterns with Timelines from Digital Health Data. ICDH Connor C. J. Hryhoruk, Carson K. Leung
2023	B	`conf`	Personalized Privacy-Preserving Semi-Centralized Recommendation System in a Trust-Based Agent Network. TrustCom Qi Wen, Carson K. Leung, Adam G. M. Pazdor
2023	B	`conf`	Personalized privacy-preserving semi-centralized recommendation system in a social network. ASONAM Carson K. Leung, Qi Wen
2023	B	`conf`	Privacy Preservation of Big Spatio-Temporal Co-occurrence Data. COMPSAC Anifat M. Olawoyin, Carson K. Leung, Alfredo Cuzzocrea
2023	B	`conf`	Privacy-Preserving Learning via Data and Knowledge Distillation. DSAA Fahim Faisal, Carson K. Leung, Noman Mohammed, Yang Wang
2023	B	`conf`	Social network mining and analytics for quantitative patterns. ASONAM Connor C. J. Hryhoruk, Carson K. Leung, Adam G. M. Pazdor
2023	—	`conf`	Sports Data Mining for Cricket Match Prediction. AINA (3) Antony Anuraj, Gurtej S. Boparai, Carson K. Leung, Evan W. R. Madill, Darshan A. Pandhi, Ayush Dilipkumar Patel, Ronak K. Vyas
2023	J	`jnl`	Theoretical and practical data science and analytics: challenges and solutions. Int. J. Data Sci. Anal. Carson K. Leung, Gabriella Pasi, Li Wang
2023	J	`jnl`	UGMINE: utility-based graph mining. Appl. Intell. Md. Tanvir Alam, Amit Roy, Chowdhury Farhan Ahmed, Md. Ashraful Islam, Carson K. Leung
2023	C	`conf`	Visual Knowledge Discovery from Public Transit Performance Data. IV Carson K. Leung, Mohammadafaz V. Munshi, Vrushil Kiritkumar Patel, Nhu Minh Ngoc Pham, Yixi Wu
2023	J	`jnl`	scGMM-VGAE: a Gaussian mixture model-based variational graph autoencoder algorithm for clustering single-cell RNA-seq data. Mach. Learn. Sci. Technol. Eric Lin, Boyuan Liu, Leann Lac, Daryl L. X. Fung, Carson K. Leung, Pingzhao Hu
2022	—	`conf`	A Big Data Science Solution for Transportation Analytics with Meteorological Data. BigDataSE Sukhmandeep Kaur, Nikola N. Kokilev, Michael R. Kuzie, Carson K. Leung, Ben Nguyen, Adam G. M. Pazdor, Mark J. D. Shinnie
2022	B	`conf`	A Data Science Solution for Mining Weather Data and Transportation Data for Smart Cities. COMPSAC Ben Nguyen, Mark J. D. Shinnie, Carson K. Leung, Michael R. Kuzie, Nikola N. Kokilev, Sukhmandeep Kaur
2022	—	`conf`	A Deep Learning Based Predictive Model for Healthcare Analytics. ICHI Nguyen Duy Thong Tran, Carson K. Leung, Evan W. R. Madill, Phan Thai Binh
2022	B	`conf`	A Fuzzy-Logic Based Multi-Dimensional Analysis of Traffic Incident Data. FUZZ-IEEE Matthew Kwiatkowski, Benjamin J. Zacharias, Carson K. Leung, PokYee Joey Tsu, Joshua M. Thomas, Michael Kolisnyk, Alfredo Cuzzocrea
2022	J	`jnl`	A New Approach for Mining Correlated Frequent Subgraphs. ACM Trans. Manag. Inf. Syst. Mohammad Ehsan Shahmi Chowdhury, Chowdhury Farhan Ahmed, Carson K. Leung
2022	Misc	`conf`	A Regression-Based Data Science Solution for Transportation Analytics. IRI Juhee Kim, Carson K. Leung, Nguyen Duy Thong Jase Tran, Tanisha Turner
2022	B	`conf`	A Rough Set System for Mining from Streaming Data. FUZZ-IEEE Yidong Wei, Carson K. Leung, Cheng Li
2022	J	`jnl`	Adaptive multiple imputations of missing values using the class center. J. Big Data Kritbodin Phiwhorm, Charnnarong Saikaew, Carson K. Leung, Pattarawit Polpinit, Kanda Runapongsa Saikaew
2022	Misc	`conf`	Analysis of Multi-Dimensional Road Accident Data for Disaster Management in Smart Cities. IRI Michael Kolisnyk, Matthew Kwiatkowski, Carson K. Leung, Benjamin J. Zacharias
2022	—	`conf`	Data Analytics for Parking Facility Management. INCoS Deyu Deng, Carson K. Leung, Adam G. M. Pazdor
2022	C	`conf`	Data. Information and Knowledge Visualization for Frequent Patterns. IV Calvin S. H. Hoi, Carson K. Leung, Adam G. M. Pazdor
2022	B	`conf`	Deep Learning Based Multi-Label Prediction of Hospitalization for COVID-19 Cases. CBMS Carson K. Leung, Thanh Huy Daniel Mai, Nguyen Duy Thong Jase Tran
2022	—	`conf`	Effectively and Efficiently Supporting Predictive Big Data Analytics over Open Big Data in the Transportation Sector: A Bayesian Network Framework. DASC/PiCom/CBDCom/CyberSciTech Alfredo Cuzzocrea, Carson K. Leung, Mojtaba Hajian, Marshall D. Jackson
2022	—	`conf`	Effectively and Efficiently Supporting Visual Big Data Analytics over Big Sequential Data: An Innovative Data Science Approach. ICCSA (2) Alfredo Cuzzocrea, Majid Abbasi Sisara, Carson K. Leung, Yan Wen, Fan Jiang
2022	B	`conf`	Enhanced Sliding Window-Based Periodic Pattern Mining from Dynamic Streams. DaWaK Evan W. R. Madill, Carson K. Leung, Justin M. Gouge
2022	B	`conf`	Generating Privacy Preserving Synthetic Medical Data. DSAA Fahim Faisal, Noman Mohammed, Carson K. Leung, Yang Wang
2022	B	`conf`	Handwritten Word Recognition using Deep Learning Approach: A Novel Way of Generating Handwritten Words. IEEE Big Data Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Nova Ahmed, Carson K. Leung
2022	—	`conf`	Health Informatics on Big COVID-19 Pandemic Data via N-Shot Learning. BIBM Carson K. Leung, Evan W. R. Madill, Nguyen Duy Thong Tran, Christine Y. Zhang
2022	—	`ed.`	IEEE International Conference on Big Data and Smart Computing, BigComp 2022, Daegu, Korea, Republic of, January 17-20, 2022 BigComp Herwig Unger, Young-Kuk Kim, Eenjun Hwang, Sung-Bae Cho, Stephan Pareigis, Kyandoghere Kyamakya, Young-Guk Ha, Jinho Kim, Atsuyuki Morishima, Christian Wagner, Hyuk-Yoon Kwon, Yang-Sae Moon, Carson K. Leung
2022	B	`conf`	Mahalanobis Distance Based K-Means Clustering. DaWaK Paul O. Brown, Meng Ching Chiang, Shiqing Guo, Yingzi Jin, Carson K. Leung, Evan L. Murray, Adam G. M. Pazdor, Alfredo Cuzzocrea
2022	—	`conf`	Mining Contextual Item Similarity without Concept Hierarchy. IMCOM Mohammad Fahim Arefin, Chowdhury Farhan Ahmed, Redwan Ahmed Rizvee, Carson K. Leung, Longbing Cao
2022	B	`conf`	Mining Popular Topics from the Media. COMPSAC Kyle R. Boch, Freyja C. Kristjanson, Carson K. Leung, Yu Liu, Andrea M. Unrau, Shuai April Zhang, Alfredo Cuzzocrea
2022	—	`conf`	Mining for Fake News. AINA (2) Renz M. Cabusas, Brenna N. Epp, Justin M. Gouge, Tyson N. Kaufmann, Carson K. Leung, James R. A. Tully
2022	—	`conf`	Mining the Impacts of COVID-19 Pandemic on the Labour Market. IMCOM Joshua F. Smallwood, Chenru Zhao, Carson K. Leung, Yan Wen, Hao Zheng
2022	J	`jnl`	New approaches for mining regular high utility sequential patterns. Appl. Intell. Sabrina Zaman Ishita, Chowdhury Farhan Ahmed, Carson K. Leung
2022	—	`conf`	OLAP over Big COVID-19 Data: A Real-Life Case Study. DASC/PiCom/CBDCom/CyberSciTech Alfredo Cuzzocrea, Carson K. Leung, Selim Soufargi, Carmine Gallo, Siyuan Shang, Yubo Chen
2022	B	`conf`	Predictive Analytics for Supporting Environmental Sustainability and Disaster Management. COMPSAC Adam B. Bouttell, Sijin Lee, Carson K. Leung, Martin J. Levesque, Seunggon Son, Weihong Zhang, Alfredo Cuzzocrea
2022	B	`conf`	Preserving Privacy Integration and Mining for Big Temporal Co-occurrence Patterns. IEEE Big Data Anifat M. Olawoyin, Carson K. Leung
2022	C	`conf`	Q-Eclat: Vertical Mining of Interesting Quantitative Patterns. IDEAS Thomas James Czubryt, Carson K. Leung, Adam G. M. Pazdor
2022	B	`conf`	Q-VIPER: Quantitative Vertical Bitwise Algorithm to Mine Frequent Patterns. DaWaK Thomas J. Czubryt, Carson K. Leung, Adam G. M. Pazdor
2022	—	`conf`	ScaleSFL: A Sharding Solution for Blockchain-Based Federated Learning. BSCI Evan Madill, Ben Nguyen, Carson K. Leung, Sara Rouhani
2022	J	`jnl`	ScaleSFL: A Sharding Solution for Blockchain-Based Federated Learning. CoRR Evan Madill, Ben Nguyen, Carson K. Leung, Sara Rouhani
2022	B	`conf`	Social Network Analysis of Popular YouTube Videos via Vertical Quantitative Mining. ASONAM Adam G. M. Pazdor, Carson K. Leung, Thomas J. Czubryt, Junyi Lu, Denys Popov, Sanskar Raval
2022	B	`conf`	Social Network Analysis on Interpretable Compressed Sparse Networks. ASONAM Connor C. J. Hryhoruk, Carson K. Leung
2022	—	`conf`	Sports Data Management, Mining, and Visualization. AINA (2) Bamibo C. Isichei, Carson K. Leung, Lam Thu Nguyen, Luke B. Morrow, Anh Tuan Ngo, Trang Doan Pham, Alfredo Cuzzocrea
2022	—	`conf`	The Border K-Means Clustering Algorithm for One Dimensional Data. BigComp Ryan Froese, James W. Klassen, Carson K. Leung, Tyler S. Loewen
2022	—	`conf`	The Emerging Challenges of Big Data Lakes, and a Real-Life Framework for Representing, Managing and Supporting Machine Learning on Big Arctic Data. INCoS Alfredo Cuzzocrea, Carson K. Leung, Selim Soufargi, Anifat M. Olawoyin
2022	—	`conf`	Towards Trustworthy Artificial Intelligence in Healthcare. ICHI Carson K. Leung, Evan W. R. Madill, Joglas Souza, Christine Y. Zhang
2022	B	`conf`	Transportation Analytics with Fuzzy Logic and Regression. FUZZ-IEEE Nguyen Duy Thong Jase Tran, Carson K. Leung, Tanisha Turner, S. Tommy Wu, Nurida Karimbaeva, Juhee Kim, Alfredo Cuzzocrea
2022	C	`conf`	Trustworthy Explanations for Knowledge Discovered from E-Health Records. HealthCom Bikramjit Singh Dhaliwal, Rayan Imran, Carson K. Leung, Evan W. R. Madill
2022	C	`conf`	Visualization and Visual Knowledge Discovery from Big Uncertain Data. IV Carson K. Leung, Evan W. R. Madill, Adam G. M. Pazdor
2022	—	`conf`	Web Mining from Interpretable Compressed Representation of Sparse Web. WI/IAT Connor C. J. Hryhoruk, Carson K. Leung
2021	B	`conf`	A Bayesian Framework for Supporting Predictive Analytics over Big Transportation Data. COMPSAC Marshall D. Jackson, Carson K. Leung, M. Diarra B. Mbacke, Alfredo Cuzzocrea
2021	—	`conf`	A Big Data Science Solution for Analytics on Moving Objects. AINA (2) Isabelle M. Anderson-Grégoire, Kaitlyn A. Horner, Carson K. Leung, Delica S. Leboe-McGowan, Anifat M. Olawoyin, Beni Reydman, Alfredo Cuzzocrea
2021	B	`conf`	A Data Science Solution for Supporting Social and Economic Analysis. COMPSAC Yubo Chen, Carson K. Leung, Hao Li, Siyuan Shang, Wanmeng Wang, Zhi Zheng
2021	—	`conf`	A Digital Health System for Disease Analytics. ICDH Carson K. Leung, Daryl L. X. Fung, Thanh Huy Daniel Mai, Joglas Souza, Nguyen Duy Thong Tran
2021	C	`conf`	A Visual Data Science Solution for Visualization and Visual Analytics of Big Sequential Data. IV Carson K. Leung, Yan Wen, Chenru Zhao, Hao Zheng, Fan Jiang, Alfredo Cuzzocrea
2021	—	`conf`	A Web Intelligence Solution to Support Recommendations from the Web. WI/IAT (Workshop/Special Session) Carson K. Leung, Evan W. R. Madill, Sehaj Pal Singh
2021	B	`conf`	A mathematical model for friend discovery from dynamic social graphs. ASONAM Carson K. Leung, Sehaj Pal Singh
2021	J	`jnl`	An Effective and Efficient Framework for Fast Privacy-Preserving Keyword Search on Encrypted Outsourced Cloud Data. J. Ubiquitous Syst. Pervasive Networks Alfredo Cuzzocrea, Carson K. Leung, S. Sourav, Bryan H. Wodi
2021	—	`conf`	An Effective and Efficient Graph Representation Learning Approach for Big Graphs. SEBD Edoardo Serra, Mikel Joaristi, Alfredo Cuzzocrea, Selim Soufargi, Carson K. Leung
2021	—	`conf`	Analyzing COVID-19 Epidemiological Data. DASC/PiCom/CBDCom/CyberSciTech Chenru Zhao, Carson K. Leung, Adam G. M. Pazdor, Qi Wen
2021	—	`conf`	Big Data Mining on Health Informatics Data for Cities. HPCC/DSS/SmartCity/DependSys Carson K. Leung, Qi Wen, Chenru Zhao
2021	B	`conf`	Compressing and mining social network data. ASONAM Connor C. J. Hryhoruk, Carson K. Leung
2021	—	`conf`	Conceptual Modeling and Smart Computing for Big Transportation Data. BigComp Carson K. Leung, Yan Wen, Hao Zheng
2021	—	`conf`	Discriminating Frequent Pattern Based Supervised Graph Embedding for Classification. PAKDD (2) Md. Tanvir Alam, Chowdhury Farhan Ahmed, Md. Samiullah, Carson K. Leung
2021	B	`conf`	Distributed Big Data Computing for Supporting Predictive Analytics of Service Requests. COMPSAC Tianlei Wang, James D. Harvey, Carson K. Leung, Adam G. M. Pazdor, Animesh Singh Chauhan, Lihe Fan, Alfredo Cuzzocrea
2021	B	`conf`	Explainable Artificial Intelligence for Data Science on Customer Churn. DSAA Carson K. Leung, Adam G. M. Pazdor, Joglas Souza
2021	C	`conf`	Explainable Data Analytics for Disease and Healthcare Informatics. IDEAS Carson K. Leung, Daryl L. X. Fung, Daniel Mai, Qi Wen, Jason Tran, Joglas Souza
2021	—	`conf`	Health Analytics on Big COVID-19 Data. BIBM Nguyen Duy Thong Tran, Carson K. Leung, Daryl L. X. Fung, Thanh Huy Daniel Mai
2021	B	`conf`	Health Analytics on COVID-19 Data with Few-Shot Learning. DaWaK Carson K. Leung, Daryl L. X. Fung, Calvin S. H. Hoi
2021	—	`ed.`	IEEE International Conference on Big Data and Smart Computing, BigComp 2021, Jeju Island, South Korea, January 17-20, 2021 BigComp Herwig Unger, Jinho Kim, U Kang, Chakchai So-In, Junping Du, Walid Saad, Young-Guk Ha, Christian Wagner, Julien Bourgeois, Chanboon Sathitwiriyawong, Hyuk-Yoon Kwon, Carson K. Leung
2021	—	`conf`	Interpretable Mining of Influential Patterns from Sparse Web. WI/IAT Connor C. J. Hryhoruk, Carson K. Leung
2021	—	`conf`	Mining Frequent Patterns from Hypergraph Databases. PAKDD (2) Md. Tanvir Alam, Chowdhury Farhan Ahmed, Md. Samiullah, Carson K. Leung
2021	—	`conf`	Mining High Utility Subgraphs. ICDM (Workshops) Md. Tanvir Alam, Amit Roy, Chowdhury Farhan Ahmed, Md. Ashraful Islam, Carson K. Leung
2021	—	`conf`	Mining Sequential Patterns in Uncertain Databases Using Hierarchical Index Structure. PAKDD (2) Kashob Kumar Roy, Md Hasibul Haque Moon, Md Mahmudur Rahman, Chowdhury Farhan Ahmed, Carson K. Leung
2021	—	`conf`	Natural Sciences Meet Social Sciences: Census Data Analytics for Detecting Home Language Shifts. IMCOM Christian M. Choy, M. Kiefer Co, Matthew J. Fogel, Clarke D. Garrioch, Carson K. Leung, Ekaterina Martchenko
2021	—	`conf`	Non-Linear Analytic Prediction of IP Addresses for Supporting Cyber Attack Detection and Analysis. SEBD Alfredo Cuzzocrea, Enzo Mumolo, Edoardo Fadda, Selim Soufargi, Carson K. Leung
2021	—	`conf`	Open Data Lake to Support Machine Learning on Arctic Big Data. IEEE BigData Anifat M. Olawoyin, Carson K. Leung, Alfredo Cuzzocrea
2021	B	`conf`	Predictive Analytics of COVID-19 with Neural Networks. IJCNN Daryl L. X. Fung, Calvin S. H. Hoi, Carson K. Leung, Christine Y. Zhang
2021	C	`conf`	Predictive Analytics to Support Health Informatics on COVID-19 Data. BIBE Carson K. Leung, Thanh Huy Daniel Mai, Nguyen Duy Thong Tran, Christine Y. Zhang
2021	—	`conf`	Predictive Big Data Analytics for Service Requests: A Framework. EUSPN/ICTH Animesh Singh Chauhan, Alfredo Cuzzocrea, Lihe Fan, James D. Harvey, Carson K. Leung, Adam G. M. Pazdor, Tianlei Wang
2021	—	`conf`	Privacy-Preserving Healthcare Analytics of Trajectory Data. APWeb/WAIM (2) Carson K. Leung, Anifat M. Olawoyin, Qi Wen
2021	—	`conf`	Privacy-Preserving Publishing and Visualization of Spatial-Temporal Information. IEEE BigData Anifat M. Olawoyin, Carson K. Leung, Alfredo Cuzzocrea
2021	—	`conf`	Revealing COVID-19 Data by Data Mining and Visualization. INCoS Carson K. Leung, Tyson N. Kaufmann, Yan Wen, Chenru Zhao, Hao Zheng
2021	—	`conf`	Scalable Mining of Big Data. SmartWorld/SCALCOM/UIC/ATC/IOP/SCI Carson K. Leung, Adam G. M. Pazdor, Hao Zheng
2021	—	`conf`	Smart City Transportation Data Analytics with Conceptual Models and Knowledge Graphs. SmartWorld/SCALCOM/UIC/ATC/IOP/SCI Connor C. J. Hryhoruk, Carson K. Leung, Yan Wen, Hao Zheng
2021	—	`conf`	Smart Data Analytics on COVID-19 Data. iThings/GreenCom/CPSCom/SmartData/Cybermatics Carson K. Leung, Chenru Zhao, Hao Zheng
2021	—	`conf`	Spatial-Temporal Data Science of COVID-19 Data. BigDataSE Deyu Deng, Carson K. Leung, Chenru Zhao, Yan Wen, Hao Zheng
2021	—	`conf`	Supporting Privacy-Preserving Big Data Analytics on Temporal Open Big Data. EUSPN/ICTH Alfredo Cuzzocrea, Carson K. Leung, Anifat M. Olawoyin, Edoardo Fadda
2021	—	`conf`	UFreS: A New Technique for Discovering Frequent Subgraph Patterns in Uncertain Graph Databases. ICBK Riddho Ridwanul Haque, Chowdhury Farhan Ahmed, Md. Samiullah, Carson K. Leung
2020	—	`conf`	A Combined Deep-Learning and Transfer-Learning Approach for Supporting Social Influence Prediction. EUSPN/ICTH Alfredo Cuzzocrea, Carson K. Leung, Deyu Deng, Jiaxing Jason Mai, Fan Jiang, Edoardo Fadda
2020	B	`conf`	A Theoretical Approach for Discovery of Friends from Directed Social Graphs. ASONAM Sehaj Pal Singh, Carson K. Leung
2020	J	`jnl`	A Two-Dimensional Sparse Matrix Profile DenseNet for COVID-19 Diagnosis Using Chest CT Images. IEEE Access Qian Liu, Carson K. Leung, Pingzhao Hu
2020	—	`conf`	An Effective and Efficient Technique for Supporting Privacy-Preserving Keyword-Based Search over Encrypted Data in Clouds. EUSPN/ICTH Alfredo Cuzzocrea, Carson K. Leung, Bryan H. Wodi, S. Sourav, Edoardo Fadda
2020	B	`conf`	An Innovative Big Data Predictive Analytics Framework over Hybrid Big Data Sources with an Application for Disease Analytics. AINA Joglas Souza, Carson K. Leung, Alfredo Cuzzocrea
2020	B	`conf`	An Innovative Fuzzy Logic-Based Machine Learning Algorithm for Supporting Predictive Analytics on Big Transportation Data. FUZZ-IEEE Carson K. Leung, Jonathan D. Elias, Shael M. Minuk, A. Roy R. de Jesus, Alfredo Cuzzocrea
2020	—	`conf`	Analytics of Similar-Sounding Names from the Web with Phonetic Based Clustering. WI/IAT Sehaj Pal Singh, Carson K. Leung, Joshua D. Hamilton
2020	—	`conf`	Big Data Science on COVID-19 Data. BigDataSE Carson K. Leung, Yubo Chen, Siyuan Shang, Deyu Deng
2020	C	`conf`	Big Data Visualization and Visual Analytics of COVID-19 Data. IV Carson K. Leung, Yubo Chen, Calvin S. H. Hoi, Siyuan Shang, Yan Wen, Alfredo Cuzzocrea
2020	C	`conf`	Cognitive and Predictive Analytics on Big Open Data. ICCC Kevin Hoang, Carson K. Leung, Matthew R. Spelchak, Bonnie Tang, Duncan P. Taylor-Quiring, Nicholas J. Wiebe
2020	B	`conf`	Compression for Very Sparse Big Social Data. ASONAM Carson K. Leung, Yibin Zhang, Fan Jiang
2020	—	`conf`	Data Mining on Open Public Transit Data for Transportation Analytics During Pre-COVID-19 Era and COVID-19 Era. INCoS Carson K. Leung, Yubo Chen, Siyuan Shang, Yan Wen, Connor C. J. Hryhoruk, Denis L. Levesque, Nicholas A. Braun, Nitya Seth, Prakhar Jain
2020	C	`conf`	Data science for healthcare predictive analytics. IDEAS Carson K. Leung, Daryl L. X. Fung, Saad B. Mushtaq, Owen T. Leduchowski, Robert Luc Bouchard, Hui Jin, Alfredo Cuzzocrea, Christine Y. Zhang
2020	J	`jnl`	Effective privacy preserving data publishing by vectorization. Inf. Sci. Chris Soo-Hyun Eom, Charles Cheolgi Lee, Wookey Lee, Carson K. Leung
2020	—	`conf`	Explainable Machine Learning and Mining of Influential Patterns from Sparse Web. WI/IAT Carson K. Leung, Fan Jiang, Yibin Zhang
2020	—	`conf`	Identifying the Right Person in Social Networks with Double Metaphone Codes. ISPA/BDCloud/SocialCom/SustainCom Joshua D. Hamilton, Carson K. Leung, Sehaj Pal Singh
2020	—	`conf`	Machine Learning and OLAP on Big COVID-19 Data. IEEE BigData Carson K. Leung, Yubo Chen, Calvin S. H. Hoi, Siyuan Shang, Alfredo Cuzzocrea
2020	—	`conf`	Prediction of Food Preparation Time for Smart City. HPCC/DSS/SmartCity Calvin S. H. Hoi, Carson K. Leung, Joglas Souza
2020	—	`conf`	Predictive Analytics on Genomic Data with High-Performance Computing. BIBM Carson K. Leung, Oluwafemi A. Sarumi, Christine Y. Zhang
2020	B	`conf`	Predictive analytics on open big data for supporting smart transportation services. KES Paul Patrick F. Balbin, Jackson C. R. Barker, Carson K. Leung, Marvin Tran, Riley P. Wall, Alfredo Cuzzocrea
2020	—	`conf`	Preserving Privacy of Temporal Big Data. IEEE BigData Anifat M. Olawoyin, Carson K. Leung, Alfredo Cuzzocrea
2020	—	`conf`	Privacy-Preserving Spatio-Temporal Patient Data Publishing. DEXA (2) Anifat M. Olawoyin, Carson K. Leung, Ratna Choudhury
2020	—	`conf`	Spatial Data Science of COVID-19 Data. HPCC/DSS/SmartCity Siyuan Shang, Carson K. Leung, Yubo Chen, Adam G. M. Pazdor
2020	—	`conf`	Temporal Data Analytics on COVID-19 Data with Ubiquitous Computing. ISPA/BDCloud/SocialCom/SustainCom Yubo Chen, Carson K. Leung, Siyuan Shang, Qi Wen
2019	C	`conf`	A Flexible Query Answering System for Movie Analytics. FQAS Carson K. Leung, Lucas B. Eckhardt, Amanjyot Singh Sainbhi, Cong Thanh Kevin Tran, Qi Wen, Wookey Lee
2019	B	`conf`	A Fuzzy Logic Based Machine Learning Tool for Supporting Big Data Business Analytics in Complex Artificial Intelligence Environments. FUZZ-IEEE Seokjin Ahn, Stéfan V. Couture, Alfredo Cuzzocrea, Kevin Dam, Giorgio Mario Grasso, Carson K. Leung, Kaleigh L. McCormick, Bryan H. Wodi
2019	C	`conf`	A Theoretical Approach to Discover Mutual Friendships from Social Graph Networks. iiWAS Sehaj Pal Singh, Carson K. Leung, Fan Jiang, Alfredo Cuzzocrea
2019	J	`jnl`	AI-Based Sensor Information Fusion for Supporting Deep Supervised Learning. Sensors Carson K. Leung, Peter Braun, Alfredo Cuzzocrea
2019	—	`conf`	An Innovative Deep-Learning Algorithm for Supporting the Approximate Classification of Workloads in Big Data Environments. IDEAL (2) Alfredo Cuzzocrea, Enzo Mumolo, Carson K. Leung, Giorgio Mario Grasso
2019	Misc	`conf`	An Intelligent Predictive Analytics System for Transportation Analytics on Open Data Towards the Development of a Smart City. CISIS Abdul-Rasheed A. Audu, Alfredo Cuzzocrea, Carson K. Leung, Keaton A. MacLeod, Nibrasul I. Ohin, Nadège C. Pulgar-Vidal
2019	A*	`conf`	An efficient approach for mining weighted frequent patterns with dynamic weights. ICDM Umama Dewan, Chowdhury Farhan Ahmed, Carson K. Leung, Redwan Ahmed Rizvee, Deyu Deng, Joglas Souza
2019	—	`conf`	Big Data Analysis and Services: Visualization on Smart Data to Support Healthcare Analytics. iThings/GreenCom/CPSCom/SmartData Carson K. Leung, Yibin Zhang, Calvin S. H. Hoi, Joglas Souza, Bryan H. Wodi
2019	—	`conf`	Big Data Analytics for Personalized Recommendation Systems. DASC/PiCom/DataCom/CyberSciTech Carson K. Leung, Abhishek Kajal, Yeyoung Won, Justin M. C. Choi
2019	—	`conf`	Cognitive-Based Hybrid Collaborative Filtering with Rating Scaling on Entropy to Defend Shilling Influence. ICNCC Deyu Deng, Jiaxing Jason Mai, Carson K. Leung, Alfredo Cuzzocrea
2019	B	`conf`	DeepGx: deep learning using gene expression for cancer classification. ASONAM Joseph M. de Guia, Madhavi Devaraj, Carson K. Leung
2019	—	`conf`	Discovering Correlation in Frequent Subgraphs. IMCOM Fariha Moomtaheen Upoma, Salsabil Ahmed Khan, Chowdhury Farhan Ahmed, Tahira Alam, Sabit Anwar Zahin, Carson K. Leung
2019	—	`conf`	Exploiting Anti-Monotonic Constraints in Mining Palindromic Motifs from Big Genomic Data. IEEE BigData Oluwafemi A. Sarumi, Carson K. Leung
2019	—	`conf`	Fast Privacy-Preserving Keyword Search on Encrypted Outsourced Data. IEEE BigData Bryan H. Wodi, Carson K. Leung, Alfredo Cuzzocrea, S. Sourav
2019	—	`conf`	Fast privacy-preserving keyword search on encrypted outsourced data. ICC Workshops Bryan H. Wodi, Carson K. Leung, Alfredo Cuzzocrea, S. Sourav
2019	B	`conf`	Flexible compression of big data. ASONAM Carson K. Leung, Fan Jiang, Yibin Zhang
2019	—	`ch.`	Information Technology-Based Patent Retrieval Models. Springer Handbook of Science and Technology Indicators Carson K. Leung, Wookey Lee, Justin JongSu Song
2019	—	`conf`	Mining Regular High Utility Sequential Patterns in Static and Dynamic Databases. IMCOM Sabrina Zaman Ishita, Chowdhury Farhan Ahmed, Carson K. Leung, Calvin S. H. Hoi
2019	—	`conf`	Mining Weighted Frequent Patterns from Uncertain Data Streams. IMCOM Jesan Ahammed Ovi, Chowdhury Farhan Ahmed, Carson K. Leung, Adam G. M. Pazdor
2019	B	`conf`	Pattern Mining from big IoT Data with fog Computing: Models, Issues, and Research Perspectives. CCGRID Peter Braun, Alfredo Cuzzocrea, Carson K. Leung, Adam G. M. Pazdor, Joglas Souza, Syed Khairuzzaman Tanbeer
2019	C	`conf`	Pattern mining for knowledge discovery. IDEAS Carson K. Leung
2019	—	`conf`	Personalized DeepInf: Enhanced Social Influence Prediction with Deep Learning and Transfer Learning. IEEE BigData Carson K. Leung, Alfredo Cuzzocrea, Jiaxing Jason Mai, Deyu Deng, Fan Jiang
2019	A*	`conf`	Sliding window based weighted periodic pattern mining over time series data. ICDM Redwan Ahmed Rizvee, Md Shahadat Hossain Shahin, Chowdhury Farhan Ahmed, Carson K. Leung, Deyu Deng, Jiaxing Jason Mai
2019	B	`conf`	Urban Analytics of Big Transportation Data for Supporting Smart Cities. DaWaK Carson K. Leung, Peter Braun, Calvin S. H. Hoi, Joglas Souza, Alfredo Cuzzocrea
2019	A*	`conf`	WeFreS: weighted frequent subgraph mining in a single large graph. ICDM Nahian Ashraf, Riddho Ridwanul Haque, Md. Ashraful Islam, Chowdhury Farhan Ahmed, Carson K. Leung, Jiaxing Jason Mai, Bryan H. Wodi
2018	—	`conf`	An Accurate Model for Hurricane Trajectory Prediction. COMPSAC (2) Taylor S. Cox, Calvin S. H. Hoi, Carson K. Leung, Caden R. Marofke
2018	C	`conf`	An Innovative Framework for Supporting Cognitive-Based Big Data Analytics for Frequent Pattern Mining. ICCC Deyu Deng, Carson K. Leung, Bryan H. Wodi, Jialiang Yu, Hao Zhang, Alfredo Cuzzocrea
2018	—	`conf`	An Innovative Framework for Supporting Frequent Pattern Mining Problems in IoT Environments. ICCSA (5) Peter Braun, Alfredo Cuzzocrea, Carson K. Leung, Adam G. M. Pazdor, Syed Khairuzzaman Tanbeer, Giorgio Mario Grasso
2018	C	`conf`	Big Data Visualisation and Visual Analytics for Music Data Mining. IV Katrina E. Barkwell, Alfredo Cuzzocrea, Carson K. Leung, Ashley A. Ocran, Jennifer M. Sanderson, James Ayrton Stewart, Bryan H. Wodi
2018	B	`conf`	Data analytics on the board game Go for the discovery of interesting sequences of moves in joseki. KES Carson K. Leung, Felix Kanke, Alfredo Cuzzocrea
2018	B	`conf`	Effective Classification of Ground Transportation Modes for Urban Data Mining in Smart Cities. DaWaK Carson K. Leung, Peter Braun, Adam G. M. Pazdor
2018	—	`conf`	Frequent Sequence Mining with Weight Constraints in Uncertain Databases. IMCOM Md Mahmudur Rahman, Chowdhury Farhan Ahmed, Carson K. Leung, Adam G. M. Pazdor
2018	B	`conf`	Fuzzy Logic-Based Data Analytics on Predicting the Effect of Hurricanes on the Stock Market. FUZZ-IEEE Richard C. Camara, Alfredo Cuzzocrea, Giorgio Mario Grasso, Carson K. Leung, Steven B. Powell, Joglas Souza, Boyu Tang
2018	B	`conf`	Item-centric mining of frequent patterns from big uncertain data. KES Peter Braun, Alfredo Cuzzocrea, Carson K. Leung, Adam G. M. Pazdor, Joglas Souza
2018	—	`ch.`	Mathematical Model for Propagation of Influence in a Social Network. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. Carson K. Leung
2018	B	`conf`	Mining 'Following' Patterns from Big but Sparsely Distributed Social Network Data. ASONAM Carson K. Leung, Ryan Middleton, Adam G. M. Pazdor, Yeyoung Won
2018	—	`conf`	Privacy-Preserving Frequent Pattern Mining from Big Uncertain Data. IEEE BigData Carson K. Leung, Calvin S. H. Hoi, Adam G. M. Pazdor, Bryan H. Wodi, Alfredo Cuzzocrea
2018	—	`conf`	Scalable Vertical Mining for Big Data Analytics of Frequent Itemsets. DEXA (1) Carson K. Leung, Hao Zhang, Joglas Souza, Wookey Lee
2018	B	`conf`	Social Network Mining for Recommendation of Friends Based on Music Interests. ASONAM Chenxi Fan, Huizi Hao, Carson K. Leung, Leslie Yu Sun, Jennifer Tran
2018	B	`conf`	Spark-based data analytics of sequence motifs in large omics data. KES Oluwafemi A. Sarumi, Carson K. Leung, Adebayo O. Adetunmbi
2018	C	`conf`	Supporting Social Information Discovery from Big Uncertain Social Key-Value Data via Graph-Like Metaphors. ICCC Calvin S. H. Hoi, Carson K. Leung, Kimberly Tran, Alfredo Cuzzocrea, Mario A. Bochicchio, Marco Simonetti
2018	C	`conf`	Token-Based Adaptive Time-Series Prediction by Ensembling Linear and Non-linear Estimators: A Machine Learning Approach for Predictive Analytics on big Stock Data. ICMLA Kyle J. Morris, Sean D. Egan, Jorell L. Linsangan, Carson K. Leung, Alfredo Cuzzocrea, Calvin S. H. Hoi
2018	—	`conf`	WFSM-MaxPWS: An Efficient Approach for Mining Weighted Frequent Subgraphs from Edge-Weighted Graph Databases. PAKDD (3) Md. Ashraful Islam, Chowdhury Farhan Ahmed, Carson K. Leung, Calvin S. H. Hoi
2018	B	`conf`	Web Page Recommendation from Sparse Big Web Data. WI Carson K. Leung, Fan Jiang, Joglas Souza
2017	—	`conf`	A Data Science and Engineering Solution for Fast K-Means Clustering of Big Data. TrustCom/BigDataSE/ICESS Karl E. Dierckens, Adrian B. Harrison, Carson K. Leung, Adrienne V. Pind
2017	C	`conf`	A Machine Learning Tool for Supporting Advanced Knowledge Discovery from Chess Game Data. ICMLA James A. Brown, Alfredo Cuzzocrea, Michael Kresta, Korbin D. L. Kristjanson, Carson K. Leung, Timothy W. Tebinka
2017	J	`jnl`	A new framework for mining weighted periodic patterns in time series databases. Expert Syst. Appl. Ashis Kumar Chanda, Chowdhury Farhan Ahmed, Md. Samiullah, Carson K. Leung
2017	—	`conf`	An innovative majority voting mechanism in interactive social network clustering. WIMS Rich C. Lee, Alfredo Cuzzocrea, Wookey Lee, Carson K. Leung
2017	B	`conf`	Bitwise parallel association rule mining for web page recommendation. WI Carson K. Leung, Fan Jiang, Adam G. M. Pazdor
2017	B	`conf`	Efficient Mining of 'Following' Patterns from Very Big but Sparse Social Networks. ASONAM Carson K. Leung, Fan Jiang
2017	B	`conf`	Enhanced Prediction of User-Preferred YouTube Videos Based on Cleaned Viewing Pattern History. KES Peter Braun, Alfredo Cuzzocrea, Lam M. V. Doan, Suyoung Kim, Carson K. Leung, Jose Francisco A. Matundan, Rashpal Robby Singh
2017	B	`conf`	Game Data Mining: Clustering and Visualization of Online Game Data in Cyber-Physical Worlds. KES Peter Braun, Alfredo Cuzzocrea, Timothy D. Keding, Carson K. Leung, Adam G. M. Pazdor, Dell Sayson
2017	C	`conf`	Social Media Mining: Prediction of Box Office Revenue. IDEAS Deepankar Choudhery, Carson K. Leung
2016	—	`conf`	A Data Science Model for Big Data Analytics of Frequent Patterns. DASC/PiCom/DataCom/CyberSciTech Carson K. Leung, Fan Jiang, Hao Zhang, Adam G. M. Pazdor
2016	B	`conf`	An Efficient Approach for Mining Frequent Patterns over Uncertain Data Streams. ICTAI Md. Badi-Uz-Zaman Shajib, Md. Samiullah, Chowdhury Farhan Ahmed, Carson K. Leung, Adam G. M. Pazdor
2016	B	`conf`	An Interactive Circular Visual Analytic Tool for Visualization of Web Data. WI Patrick M. J. Dubois, Zhao Han, Fan Jiang, Carson K. Leung
2016	—	`conf`	B-mine: Frequent Pattern Mining and Its Application to Knowledge Discovery from Social Networks. APWeb (1) Fan Jiang, Carson K. Leung, Hao Zhang
2016	B	`conf`	Big data mining of social networks for friend recommendation. ASONAM Fan Jiang, Carson K. Leung, Adam G. M. Pazdor
2016	C	`conf`	Clickstream Prediction Using Sequential Stream Mining Techniques with Markov Chains. IDEAS Shelby D. Bernhard, Carson K. Leung, Vanessa J. Reimer, Joshua Westlake
2016	—	`conf`	Computing Theoretically-Sound Upper Bounds to Expected Support for Frequent Pattern Mining Problems over Uncertain Big Data. IPMU (2) Alfredo Cuzzocrea, Carson K. Leung
2016	—	`conf`	Data Mining Meets HCI: Data and Visual Analytics of Frequent Patterns. ECML/PKDD (3) Carson K. Leung, Christopher L. Carmichael, Yaroslav Hayduk, Fan Jiang, Vadim V. Kononov, Adam G. M. Pazdor
2016	—	`conf`	Effects of the Inclusion of Non-newsworthy Messages in Credibility Assessment. MICAI (1) Chaluemwut Noyunsan, Tatpong Katanyukul, Carson K. Leung, Kanda Runapongsa Saikaew
2016	C	`conf`	Knowledge Discovery from Big Social Key-Value Data. CIT Carson K. Leung, Peter Braun, Murun Enkhee, Adam G. M. Pazdor, Oluwafemi A. Sarumi, Kimberly Tran
2016	B	`conf`	Knowledge Discovery from Social Graph Data. KES Peter Braun, Alfredo Cuzzocrea, Carson K. Leung, Adam G. M. Pazdor, Kimberly Tran
2016	B	`conf`	Management of Distributed Big Data for Social Networks. CCGrid Carson K. Leung, Hao Zhang
2016	B	`conf`	Mining 'following' patterns from big sparse social networks. ASONAM Carson K. Leung, Edson M. Dela Cruz, Trevor L. Cook, Fan Jiang
2016	C	`conf`	Mining Uplink-Downlink User Association in Wireless Heterogeneous Networks. IDEAL Alfredo Cuzzocrea, Giorgio Mario Grasso, Fan Jiang, Carson K. Leung
2016	—	`ed.`	Proceedings of the Sixth International Conference on Emerging Databases: Technologies, Applications, and Theory, EDB 2016, Jeju Island, Republic of Korea, October 17-19, 2016 EDB Carson K. Leung, Jinho Kim, Young-Kuk Kim, James Geller, Wonik Choi, Young-Ho Park
2016	—	`conf`	PyramidViz: Visual Analytics and Big Data Visualization for Frequent Patterns. DASC/PiCom/DataCom/CyberSciTech Carson K. Leung, Vadim V. Kononov, Adam G. M. Pazdor, Fan Jiang
2016	B	`conf`	Reframing in Clustering. ICTAI Md. Naimul Hoque, Chowdhury Farhan Ahmed, Nicolas Lachiche, Carson K. Leung, Hao Zhang
2016	B	`conf`	Web Page Recommendation Based on Bitwise Frequent Pattern Mining. WI Fan Jiang, Carson K. Leung, Adam G. M. Pazdor
2015	—	`conf`	A Sliding Window-Based Algorithm for Detecting Leaders from Social Network Action Streams. WI-IAT (1) Quazi Marufur Rahman, Anna Fariha, Amit Mandal, Chowdhury Farhan Ahmed, Carson K. Leung
2015	J	`jnl`	A new framework for mining frequent interaction patterns from meeting databases. Eng. Appl. Artif. Intell. Anna Fariha, Chowdhury Farhan Ahmed, Carson K. Leung, Md. Samiullah, Suraiya Pervin, Longbing Cao
2015	B	`conf`	Approximation to Expected Support of Frequent Itemsets in Mining Probabilistic Sets of Uncertain Data. KES Alfredo Cuzzocrea, Carson K. Leung, Richard Kyle MacKinnon
2015	—	`conf`	Big Data Mining Applications and Services. BigDAS Carson K. Leung
2015	B	`conf`	Edge-based Mining of Frequent Subgraphs from Graph Streams. KES Alfredo Cuzzocrea, Zhao Han, Fan Jiang, Carson K. Leung, Hao Zhang
2015	—	`conf`	FIMaaS: Scalable Frequent Itemset Mining-as-a-Service on Cloud for Non-Expert Miners. BigDAS Zhao Han, Carson K. Leung
2015	B	`conf`	High-Recall Information Retrieval from Linked Big Data. COMPSAC Alfredo Cuzzocrea, Wookey Lee, Carson K. Leung
2015	C	`conf`	Probabilistic Frequent Pattern Mining by PUH-Mine. APWeb Wenzhu Tong, Carson K. Leung, Dacheng Liu, Jialiang Yu
2015	—	`ed.`	Proceedings of the 2015 International Conference on Big Data Applications and Services, BigDAS '15, Jeju Island, Republic of Korea, October 20-23, 2015 BigDAS Carson K. Leung, Aziz Nasridinov, Jongsup Choi, Sun Hwa Han, Joo-Yeoun Lee, Taeho Park, Yoo-Sung Kim, Young-Koo Lee
2015	—	`conf`	Stock Price Prediction in Undirected Graphs Using a Structural Support Vector Machine. WI-IAT (1) Richard Kyle MacKinnon, Carson K. Leung