Carson Kai-Sang Leung

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 20

Top Venues

Publications

Md. Tanvir Alam, Chowdhury Farhan Ahmed, Md. Samiullah, Carson Kai-Sang Leung
Discovering Interesting Patterns from Hypergraphs. ACM Trans. Knowl. Discov. Data 18 (1) (2024)
Kashob Kumar Roy, Md Hasibul Haque Moon, Md Mahmudur Rahman, Chowdhury Farhan Ahmed, Carson Kai-Sang Leung
Mining Weighted Sequential Patterns in Incremental Uncertain Databases. CoRR (2024)
Md. Ashraful Islam, Chowdhury Farhan Ahmed, Md. Tanvir Alam, Carson Kai-Sang Leung
Graph-based substructure pattern mining with edge-weight. Appl. Intell. 54 (5) (2024)
Jeong-Hun Kim, Fei Hao, Carson Kai-Sang Leung, Aziz Nasridinov
Cluster-guided temporal modeling for action recognition. Int. J. Multim. Inf. Retr. 12 (2) (2023)
Md. Sahidul Islam, Pankaj Chandra Kar, Mohammad Samiullah, Chowdhury Farhan Ahmed, Carson Kai-Sang Leung
Discovering probabilistically weighted sequential patterns in uncertain databases. Appl. Intell. 53 (6) (2023)
Kashob Kumar Roy, Md Hasibul Haque Moon, Md Mahmudur Rahman, Chowdhury Farhan Ahmed, Carson Kai-Sang Leung
Mining weighted sequential patterns in incremental uncertain databases. Inf. Sci. 582 (2022)
Judah Zammit, Daryl L. X. Fung, Qian Liu, Carson Kai-Sang Leung, Pingzhao Hu
Semi-supervised COVID-19 CT image segmentation using deep generative models. BMC Bioinform. 23 (7) (2022)
Jeong-Hun Kim, Jong-Hyeok Choi, Young-Ho Park, Carson Kai-Sang Leung, Aziz Nasridinov
KNN-SC: Novel Spectral Clustering Algorithm Using k-Nearest Neighbors. IEEE Access 9 (2021)
Junqiang Liu, Zhongmin Chang, Carson Kai-Sang Leung, Raymond C. W. Wong, Yabo Xu, Rong Zhao
Efficient mining of extraordinary patterns by pruning and predicting. Expert Syst. Appl. 125 (2019)
Ladjel Bellatreche, Carson Kai-Sang Leung, Yinglong Xia, Didier El Baz
Advances in cloud and big data computing. Concurr. Comput. Pract. Exp. 31 (2) (2019)
Md Mahmudur Rahman, Chowdhury Farhan Ahmed, Carson Kai-Sang Leung
Mining weighted frequent sequences in uncertain databases. Inf. Sci. 479 (2019)
Carson Kai-Sang Leung, Yibin Zhang
An HSV-Based Visual Analytic System for Data Science on Music and Beyond. Int. J. Art Cult. Des. Technol. 8 (1) (2019)
Anna Kobusinska, Carson Kai-Sang Leung, Ching-Hsien Hsu, Raghavendra S., Victor Chang
Emerging trends, issues and challenges in Internet of Things, Big Data and cloud computing. Future Gener. Comput. Syst. 87 (2018)
Chris Soo-Hyun Eom, Wookey Lee, Carson Kai-Sang Leung
STDP: Secure Privacy-Preserving Trajectory Data Publishing. iThings/GreenCom/CPSCom/SmartData (2018)
Carson Kai-Sang Leung, Richard Kyle MacKinnon, Fan Jiang
Finding efficiencies in frequent pattern mining from big uncertain data. World Wide Web 20 (3) (2017)
Peter Braun, Alfredo Cuzzocrea, Fan Jiang, Carson Kai-Sang Leung, Adam G. M. Pazdor
MapReduce-Based Complex Big Data Analytics over Uncertain and Imprecise Social Networks. DaWaK (2017)
Carson Kai-Sang Leung, Fan Jiang, Adam G. M. Pazdor, Aaron M. Peddle
Parallel social network mining for interesting 'following' patterns. Concurr. Comput. Pract. Exp. 28 (15) (2016)
Akiz Uddin Ahmed, Chowdhury Farhan Ahmed, Md. Samiullah, Nahim Adnan, Carson Kai-Sang Leung
Mining interesting patterns from uncertain databases. Inf. Sci. 354 (2016)
Fan Jiang, Carson Kai-Sang Leung, Oluwafemi A. Sarumi, Christine Y. Zhang
Mining sequential patterns from uncertain big DNA in the spark framework. BIBM (2016)
Carson Kai-Sang Leung, Syed Khairuzzaman Tanbeer, Alfredo Cuzzocrea, Peter Braun, Richard Kyle MacKinnon
Interactive mining of diverse social entities. Int. J. Knowl. Based Intell. Eng. Syst. 20 (2) (2016)
Carson Kai-Sang Leung, Fan Jiang
Big Data Analytics of Social Networks for the Discovery of "Following" Patterns. DaWaK (2015)
Alfredo Cuzzocrea, Fan Jiang, Carson Kai-Sang Leung
Frequent Subgraph Mining from Streams of Linked Graph Structured Data. EDBT/ICDT Workshops (2015)
Carson Kai-Sang Leung, Richard Kyle MacKinnon
Balancing Tree Size and Accuracy in Fast Mining of Uncertain Frequent Patterns. DaWaK (2015)
Fan Jiang, Kyoji Kawagoe, Carson Kai-Sang Leung
Big Social Network Mining for "Following" Patterns. C3S2E (2015)
Fan Jiang, Carson Kai-Sang Leung, Dacheng Liu
Efficiency Improvements in Social Network Communication via MapReduce. DSDIS (2015)
Fan Jiang, Carson Kai-Sang Leung
A Data Analytic Algorithm for Managing, Querying, and Processing Uncertain Big Data in Cloud Environments. Algorithms 8 (4) (2015)
Alfredo Cuzzocrea, Fan Jiang, Carson Kai-Sang Leung, Dacheng Liu, Aaron M. Peddle, Syed Khairuzzaman Tanbeer
Mining Popular Patterns: A Novel Mining Problem and Its Application to Static Transactional Databases and Dynamic Data Streams. Trans. Large Scale Data Knowl. Centered Syst. 21 (2015)
Carson Kai-Sang Leung, Alfredo Cuzzocrea
Frequent Subgraph Mining from Streams of Uncertain Data. C3S2E (2015)
Kyoji Kawagoe, Carson Kai-Sang Leung
Similarities of Frequent Following Patterns and Social Entities. KES (2015)
Syed Khairuzzaman Tanbeer, Carson Kai-Sang Leung, Juan J. Cameron
Interactive Mining of Strong Friends from Social Networks and its Applications in E-Commerce. J. Organ. Comput. Electron. Commer. 24 (2-3) (2014)
Alfredo Cuzzocrea, Fan Jiang, Wookey Lee, Carson Kai-Sang Leung
Efficient Frequent Itemset Mining from Dense Data Streams. APWeb (2014)
Fan Jiang, Carson Kai-Sang Leung
A Business Intelligence Solution for Frequent Pattern Mining on Social Networks. ICDM Workshops (2014)
Carson Kai-Sang Leung, Richard Kyle MacKinnon, Syed Khairuzzaman Tanbeer
Tightening Upper Bounds to the Expected Support for Uncertain Frequent Pattern Mining. KES (2014)
Carson Kai-Sang Leung, Richard Kyle MacKinnon, Yang Wang
A machine learning approach for stock price prediction. IDEAS (2014)
Richard Kyle MacKinnon, Teagan D. Strauss, Carson Kai-Sang Leung
DISC: Efficient Uncertain Frequent Pattern Mining with Tightened Upper Bounds. ICDM Workshops (2014)
Wookey Lee, Carson Kai-Sang Leung, Justin JongSu Song
Reducing Noises for Recall-Oriented Patent Retrieval. BDCloud (2014)
Carson Kai-Sang Leung, Fan Jiang
A Data Science Solution for Mining Interesting Patterns from Uncertain Big Data. BDCloud (2014)
Fan Jiang, Carson Kai-Sang Leung, Dacheng Liu, Aaron M. Peddle
Discovery of Really Popular Friends from Social Networks. BDCloud (2014)
Fan Jiang, Carson Kai-Sang Leung, Richard Kyle MacKinnon
BigSAM: Mining Interesting Patterns from Probabilistic Databases of Uncertain Big Data. PAKDD Workshops (2014)
Carson Kai-Sang Leung, Richard Kyle MacKinnon
Fast Algorithms for Frequent Itemset Mining from Uncertain Data. ICDM (2014)
Peter Braun, Alfredo Cuzzocrea, Carson Kai-Sang Leung, Richard Kyle MacKinnon, Syed Khairuzzaman Tanbeer
A Tree-based Algorithm for Mining Diverse Social Entities. KES (2014)
Carson Kai-Sang Leung, Richard Kyle MacKinnon, Fan Jiang
Distributed Uncertain Data Mining for Frequent Patterns Satisfying Anti-monotonic Constraints. AINA Workshops (2014)
Carson Kai-Sang Leung, Richard Kyle MacKinnon, Fan Jiang
Reducing the Search Space for Big Data Mining for Interesting Patterns from Uncertain Data. BigData Congress (2014)
Juan J. Cameron, Alfredo Cuzzocrea, Fan Jiang, Carson Kai-Sang Leung
Frequent Pattern Mining from Dense Graph Streams. EDBT/ICDT Workshops (2014)
Carson Kai-Sang Leung, Kyle W. Joseph
Sports Data Mining: Predicting Results for the College Football Games. KES (2014)
Peter Braun, Juan J. Cameron, Alfredo Cuzzocrea, Fan Jiang, Carson Kai-Sang Leung
Effectively and Efficiently Mining Frequent Patterns from Dense Graph Streams on Disk. KES (2014)
Fan Jiang, Carson Kai-Sang Leung
Mining Interesting "Following" Patterns from Social Networks. DaWaK (2014)
Alfredo Cuzzocrea, Carson Kai-Sang Leung, Syed Khairuzzaman Tanbeer
Mining of Diverse Social Entities from Linked Data. EDBT/ICDT Workshops (2014)
Carson Kai-Sang Leung, Richard Kyle MacKinnon
BLIMP: A Compact Tree Structure for Uncertain Frequent Pattern Mining. DaWaK (2014)
Alfredo Cuzzocrea, Carson Kai-Sang Leung, Richard Kyle MacKinnon
Mining constrained frequent itemsets from distributed uncertain data. Future Gener. Comput. Syst. 37 (2014)
Richard Kyle MacKinnon, Carson Kai-Sang Leung, Syed Khairuzzaman Tanbeer
A Scalable Data Analytics Algorithm for Mining Frequent Patterns from Uncertain Data. PAKDD Workshops (2014)
Carson Kai-Sang Leung, Syed Khairuzzaman Tanbeer, Juan J. Cameron
Interactive discovery of influential friends from social networks. Soc. Netw. Anal. Min. 4 (1) (2014)
Syed Khairuzzaman Tanbeer, Fan Jiang, Carson Kai-Sang Leung, Richard Kyle MacKinnon, Irish J. M. Medina
Finding groups of friends who are significant across multiple domains in social networks. CASoN (2013)
Syed Khairuzzaman Tanbeer, Carson Kai-Sang Leung
Finding Diverse Friends in Social Networks. APWeb (2013)
Anna Fariha, Chowdhury Farhan Ahmed, Carson Kai-Sang Leung, S. M. Abdullah, Longbing Cao
Mining Frequent Patterns from Human Interactions in Meetings Using Directed Acyclic Graphs. PAKDD (1) (2013)
Fan Jiang, Carson Kai-Sang Leung
Stream Mining of Frequent Patterns from Delayed Batches of Uncertain Data. DaWaK (2013)
Carson Kai-Sang Leung, Alfredo Cuzzocrea, Fan Jiang
Discovering Frequent Patterns from Uncertain Data Streams with Time-Fading and Landmark Models. Trans. Large Scale Data Knowl. Centered Syst. 8 (2013)
Juan J. Cameron, Alfredo Cuzzocrea, Carson Kai-Sang Leung
Stream mining of frequent sets with limited memory. SAC (2013)
Carson Kai-Sang Leung, Yaroslav Hayduk
Mining Frequent Patterns from Uncertain Data with MapReduce for Big Data Analytics. DASFAA (1) (2013)
Carson Kai-Sang Leung, Christopher L. Carmichael, Patrick Johnstone, David Sonny Hung-Cheung Yuen
Interactive Visual Analytics of Databases and Frequent Sets. Int. J. Inf. Retr. Res. 3 (4) (2013)
Carson Kai-Sang Leung, Syed Khairuzzaman Tanbeer
PUF-Tree: A Compact Tree Structure for Frequent Pattern Mining of Uncertain Data. PAKDD (1) (2013)
Juan J. Cameron, Alfredo Cuzzocrea, Fan Jiang, Carson Kai-Sang Leung
Mining Frequent Itemsets from Sparse Data Streams in Limited Memory Environments. WAIM (2013)
Wookey Lee, Carson Kai-Sang Leung, Justin JongSu Song, Chris Soo-Hyun Eom
A Network-Flow Based Influence Propagation Model for Social Networks. CGC (2012)
Carson Kai-Sang Leung, Fan Jiang
RadialViz: An Orientation-Free Frequent Pattern Visualizer. PAKDD (2) (2012)
Syed Khairuzzaman Tanbeer, Carson Kai-Sang Leung, Juan J. Cameron
DIFSoN: Discovering influential friends from social networks. CASoN (2012)
Carson Kai-Sang Leung, Lijing Sun
A new class of constraints for constrained frequent pattern mining. SAC (2012)
Nidhi R. Arora, Wookey Lee, Carson Kai-Sang Leung, Jin-Ho Kim, Harshit Kumar
Efficient Fuzzy Ranking for Keyword Search on Graphs. DEXA (1) (2012)
Bhavek P. Budhia, Alfredo Cuzzocrea, Carson Kai-Sang Leung
Vertical Frequent Pattern Mining from Uncertain Data. KES (2012)
Carson Kai-Sang Leung, Syed Khairuzzaman Tanbeer
Mining Popular Patterns from Transactional Databases. DaWaK (2012)
Carson Kai-Sang Leung, Syed Khairuzzaman Tanbeer
Fast Tree-Based Mining of Frequent Itemsets from Uncertain Data. DASFAA (1) (2012)
Carson Kai-Sang Leung, Fan Jiang, Lijing Sun, Yan Wang
A constrained frequent pattern mining system for handling aggregate constraints. IDEAS (2012)
Alfredo Cuzzocrea, Carson Kai-Sang Leung
Efficiently Compressing OLAP Data Cubes via R-Tree Based Recursive Partitions. ISMIS (2012)
Carson Kai-Sang Leung, Syed Khairuzzaman Tanbeer
Mining Social Networks for Significant Friend Groups. DASFAA Workshops (2012)
Carson Kai-Sang Leung, Syed Khairuzzaman Tanbeer, Bhavek P. Budhia, Lauren C. Zacharias
Mining probabilistic datasets vertically. IDEAS (2012)
Fan Jiang, Carson Kai-Sang Leung, Syed Khairuzzaman Tanbeer
Finding Popular Friends in Social Networks. CGC (2012)
Alfredo Cuzzocrea, Carson Kai-Sang Leung
Frequent Itemset Mining of Distributed Uncertain Data under User-Defined Constraints. SEBD (2012)
Carson Kai-Sang Leung, Lijing Sun
Equivalence class transformation based mining of frequent itemsets from uncertain data. SAC (2011)
Carson Kai-Sang Leung, Fan Jiang, Pourang P. Irani
FpMapViz: A Space-Filling Visualization for Frequent Patterns. ICDM Workshops (2011)
Nihad Karim Chowdhury, Carson Kai-Sang Leung
Improved Travel Time Prediction Algorithms for Intelligent Transportation Systems. KES (2) (2011)
Carson Kai-Sang Leung, Fan Jiang
Frequent itemset mining of uncertain data streams using the damped window model. SAC (2011)
Carson Kai-Sang Leung, Fan Jiang
Frequent Pattern Mining from Time-Fading Streams of Uncertain Data. DaWaK (2011)
Carson Kai-Sang Leung, Christopher L. Carmichael, Eu Wern Teh
Visual Analytics of Social Networks: Mining and Visualizing Co-authorship Networks. HCI (20) (2011)
Carson Kai-Sang Leung
Mining uncertain data. WIREs Data Mining Knowl. Discov. 1 (4) (2011)
Carson Kai-Sang Leung, Fan Jiang, Yaroslav Hayduk
A landmark-model based system for mining frequent patterns from uncertain data streams. IDEAS (2011)
Wookey Lee, Justin JongSu Song, Carson Kai-Sang Leung
Categorical Data Skyline Using Classification Tree. APWeb (2011)
Wookey Lee, Carson Kai-Sang Leung, James Jung-Hoon Lee
Mobile Web Navigation in Digital Ecosystems Using Rooted Directed Trees. IEEE Trans. Ind. Electron. 58 (6) (2011)
Christopher L. Carmichael, Yaroslav Hayduk, Carson Kai-Sang Leung
Visually Contrast Two Collections of Frequent Patterns. ICDM Workshops (2011)
Juan J. Cameron, Carson Kai-Sang Leung, Syed Khairuzzaman Tanbeer
Finding Strong Groups of Friends among Friends in Social Networks. DASC (2011)
Alfredo Cuzzocrea, Carson Kai-Sang Leung
Distributed Mining of Constrained Frequent Sets from Uncertain Data. ICA3PP (1) (2011)
Carson Kai-Sang Leung, Boyu Hao, Fan Jiang
Constrained frequent itemset mining from uncertain data streams. ICDE Workshops (2010)
Carson Kai-Sang Leung, Dale A. Brajczuk
: an enhanced system that mines uncertain data for constrained frequent sets. IDEAS (2010)
Carson Kai-Sang Leung, Christopher L. Carmichael
Exploring Social Networks: A Frequent Pattern Visualization Approach. SocialCom/PASSAT (2010)
Hossein Pourreza, Sergio Camorlinga, Carson Kai-Sang Leung, Bruce D. Martin
An information and communication technology system to support rural healthcare delivery. IHI (2010)
Carson Kai-Sang Leung, Boyu Hao, Dale A. Brajczuk
Mining uncertain data for frequent itemsets that satisfy aggregate constraints. SAC (2010)
Carson Kai-Sang Leung, Christopher L. Carmichael
FpVAT: a visual analytic tool for supporting frequent pattern mining. SIGKDD Explor. 11 (2) (2009)
Carson Kai-Sang Leung, Dale A. Brajczuk
Mining uncertain data for constrained frequent sets. IDEAS (2009)
Carson Kai-Sang Leung, Dale A. Brajczuk
Efficient algorithms for mining constrained frequent patterns from uncertain data. KDD Workshop on Knowledge Discovery from Uncertain Data (2009)
Carson Kai-Sang Leung, Boyu Hao
Mining of Frequent Itemsets from Streams of Uncertain Data. ICDE (2009)
Carson Kai-Sang Leung, Christopher L. Carmichael
FpViz: a visualizer for frequent pattern mining. KDD Workshop on Visual Analytics and Knowledge Discovery (2009)
Carson Kai-Sang Leung, Dale A. Brajczuk
Efficient algorithms for the mining of constrained frequent patterns from uncertain data. SIGKDD Explor. 11 (2) (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Carson Kai-Sang Leung