Carson Kai-Sang Leung

Research.com Recognitions

• 2017 - ACM Senior Member

Overview

Best Publications

• A tree-based approach for frequent pattern mining from uncertain data

  Carson Kai-Sang Leung;Mark Anthony F. Mateo;Dale A. Brajczuk

  312
  Citations

• DSTree: A Tree Structure for the Mining of Frequent Sets from Data Streams

  Carson Leung;Quamrul Khan

  229
  Citations

• CanTree: a canonical-order tree for incremental frequent-pattern mining

  Carson Kai-Sang Leung;Quamrul I. Khan;Zhan Li;Tariqul Hoque

  209
  Citations

• CanTree: a tree structure for efficient incremental mining of frequent patterns

  C.K.-S. Leung;Q.I. Khan;T. Hoque

  154
  Citations

• Efficient Mining of Frequent Patterns from Uncertain Data

  C.K.-S. Leung;C.L. Carmichael;Boyu Hao

  152
  Citations

• Mining of Frequent Itemsets from Streams of Uncertain Data

  Carson Kai-Sang Leung;Boyu Hao

  137
  Citations

• Emerging trends, issues and challenges in Internet of Things, Big Data and cloud computing

  Anna Kobusinska;Carson Kai-Sang Leung;Ching-Hsien Hsu;S Raghavendra

  120
  Citations

• Sports Data Mining: Predicting Results for the College Football Games

  Carson Kai-Sang Leung;Kyle W. Joseph

  115
  Citations

• A machine learning approach for stock price prediction

  Carson Kai-Sang Leung;Richard Kyle MacKinnon;Yang Wang

  114
  Citations

• Mining constrained frequent itemsets from distributed uncertain data

  Alfredo Cuzzocrea;Carson Kai-Sang Leung;Richard Kyle MacKinnon

  101
  Citations

• Efficient dynamic mining of constrained frequent sets

  Laks V. S. Lakshmanan;Carson Kai-Sang Leung;Raymond T. Ng

  95
  Citations

• Self-supervised deep learning model for COVID-19 lung CT image segmentation highlighting putative causal relationship among age, underlying disease and COVID-19.

  Daryl L. X. Fung;Qian Liu;Judah Zammit;Carson Kai-Sang Leung

  95
  Citations

• Efficient Mining of Frequent Patterns from Uncertain Data

  Unknown

  95
  Citations

• Reducing the Search Space for Big Data Mining for Interesting Patterns from Uncertain Data

  Carson Kai-Sang Leung;Richard Kyle MacKinnon;Fan Jiang

  89
  Citations

• Exploiting succinct constraints using FP-trees

  Carson Kai-Sang Leung;Laks V. S. Lakshmanan;Raymond T. Ng

  88
  Citations

• Interactive Mining of Strong Friends from Social Networks and Its Applications in E-Commerce

  Syed Khairuzzaman Tanbeer;Carson Kai-Sang Leung;Juan J. Cameron

  86
  Citations

• Discovering Frequent Patterns from Uncertain Data Streams with Time-Fading and Landmark Models

  Carson Kai-Sang Leung;Alfredo Cuzzocrea;Fan Jiang

  81
  Citations

• Predictive analytics on open big data for supporting smart transportation services.

  Paul Patrick F. Balbin;Jackson C.R. Barker;Carson K. Leung;Marvin Tran

  81
  Citations

• PUF-Tree: A Compact Tree Structure for Frequent Pattern Mining of Uncertain Data

  Carson Kai-Sang Leung;Syed Khairuzzaman Tanbeer

  80
  Citations

• Interactive discovery of influential friends from social networks

  Carson Kai-Sang Leung;Syed Khairuzzaman Tanbeer;Juan J. Cameron

  79
  Citations

• FIsViz: a frequent itemset visualizer

  Carson Kai-Sang Leung;Pourang P. Irani;Christopher L. Carmichael

  79
  Citations

• Finding Strong Groups of Friends among Friends in Social Networks

  Juan J. Cameron;Carson Kai-Sang Leung;Syed K. Tanbeer

  77
  Citations

• An Innovative Big Data Predictive Analytics Framework over Hybrid Big Data Sources with an Application for Disease Analytics

  Joglas Souza;Carson K. Leung;Alfredo Cuzzocrea

  77
  Citations

• A Fuzzy Logic Based Machine Learning Tool for Supporting Big Data Business Analytics in Complex Artificial Intelligence Environments

  Seokjin Ahn;Stefan V. Couture;Alfredo Cuzzocrea;Kevin Dam

  71
  Citations

• A Two-Dimensional Sparse Matrix Profile DenseNet for COVID-19 Diagnosis Using Chest CT Images

  Qian Liu;Carson K. Leung;Pingzhao Hu

  70
  Citations

• Token-Based Adaptive Time-Series Prediction by Ensembling Linear and Non-linear Estimators: A Machine Learning Approach for Predictive Analytics on big Stock Data

  Kyle J. Morris;Sean D. Egan;Jorell L. Linsangan;Carson K. Leung

  68
  Citations