Carson Kai-Sang Leung

According to our database1, Carson Kai-Sang Leung authored at least 187 papers between 1998 and 2019.

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2019
AI-Based Sensor Information Fusion for Supporting Deep Supervised Learning.
Sensors, 2019

Mining weighted frequent sequences in uncertain databases.
Inf. Sci., 2019

Efficient mining of extraordinary patterns by pruning and predicting.
Expert Syst. Appl., 2019

Pattern mining for knowledge discovery.
Proceedings of the 23rd International Database Applications & Engineering Symposium, 2019

Discovering Correlation in Frequent Subgraphs.
Proceedings of the 13th International Conference on Ubiquitous Information Management and Communication, 2019

Mining Weighted Frequent Patterns from Uncertain Data Streams.
Proceedings of the 13th International Conference on Ubiquitous Information Management and Communication, 2019

Mining Regular High Utility Sequential Patterns in Static and Dynamic Databases.
Proceedings of the 13th International Conference on Ubiquitous Information Management and Communication, 2019

An Intelligent Predictive Analytics System for Transportation Analytics on Open Data Towards the Development of a Smart City.
Proceedings of the Complex, Intelligent, and Software Intensive Systems, 2019

Pattern Mining from big IoT Data with fog Computing: Models, Issues, and Research Perspectives.
Proceedings of the 19th IEEE/ACM International Symposium on Cluster, 2019

2018
Mathematical Model for Propagation of Influence in a Social Network.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Succinct Constraints.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Monotone Constraints.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Frequent Itemset Mining with Constraints.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Convertible Constraints.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Anti-monotone Constraints.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Web Page Recommendation from Sparse Big Web Data.
Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018

WFSM-MaxPWS: An Efficient Approach for Mining Weighted Frequent Subgraphs from Edge-Weighted Graph Databases.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Spark-based data analytics of sequence motifs in large omics data.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018

Data analytics on the board game Go for the discovery of interesting sequences of moves in joseki.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018

Item-centric mining of frequent patterns from big uncertain data.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018

Big Data Visualisation and Visual Analytics for Music Data Mining.
Proceedings of the 22nd International Conference Information Visualisation, 2018

STDP: Secure Privacy-Preserving Trajectory Data Publishing.
Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018

An Innovative Framework for Supporting Cognitive-Based Big Data Analytics for Frequent Pattern Mining.
Proceedings of the 2018 IEEE International Conference on Cognitive Computing, 2018

Frequent Sequence Mining with Weight Constraints in Uncertain Databases.
Proceedings of the 12th International Conference on Ubiquitous Information Management and Communication, 2018

Token-Based Adaptive Time-Series Prediction by Ensembling Linear and Non-linear Estimators: A Machine Learning Approach for Predictive Analytics on big Stock Data.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

An Innovative Framework for Supporting Frequent Pattern Mining Problems in IoT Environments.
Proceedings of the Computational Science and Its Applications - ICCSA 2018, 2018

Supporting Social Information Discovery from Big Uncertain Social Key-Value Data via Graph-Like Metaphors.
Proceedings of the Cognitive Computing - ICCC 2018, 2018

Fuzzy Logic-Based Data Analytics on Predicting the Effect of Hurricanes on the Stock Market.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

Scalable Vertical Mining for Big Data Analytics of Frequent Itemsets.
Proceedings of the Database and Expert Systems Applications, 2018

Effective Classification of Ground Transportation Modes for Urban Data Mining in Smart Cities.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2018

An Accurate Model for Hurricane Trajectory Prediction.
Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference, 2018

Privacy-Preserving Frequent Pattern Mining from Big Uncertain Data.
Proceedings of the IEEE International Conference on Big Data, 2018

Mining 'Following' Patterns from Big but Sparsely Distributed Social Network Data.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

Social Network Mining for Recommendation of Friends Based on Music Interests.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

2017
Finding efficiencies in frequent pattern mining from big uncertain data.
World Wide Web, 2017

A new framework for mining weighted periodic patterns in time series databases.
Expert Syst. Appl., 2017

An innovative majority voting mechanism in interactive social network clustering.
Proceedings of the 7th International Conference on Web Intelligence, Mining and Semantics, 2017

Bitwise parallel association rule mining for web page recommendation.
Proceedings of the International Conference on Web Intelligence, 2017

A Data Science and Engineering Solution for Fast K-Means Clustering of Big Data.
Proceedings of the 2017 IEEE Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4, 2017, 2017

Game Data Mining: Clustering and Visualization of Online Game Data in Cyber-Physical Worlds.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference KES-2017, 2017

Enhanced Prediction of User-Preferred YouTube Videos Based on Cleaned Viewing Pattern History.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference KES-2017, 2017

Social Media Mining: Prediction of Box Office Revenue.
Proceedings of the 21st International Database Engineering & Applications Symposium, 2017

A Machine Learning Tool for Supporting Advanced Knowledge Discovery from Chess Game Data.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

MapReduce-Based Complex Big Data Analytics over Uncertain and Imprecise Social Networks.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2017

Efficient Mining of 'Following' Patterns from Very Big but Sparse Social Networks.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

2016
Interactive mining of diverse social entities.
KES Journal, 2016

Mining interesting patterns from uncertain databases.
Inf. Sci., 2016

Parallel social network mining for interesting 'following' patterns.
Concurrency and Computation: Practice and Experience, 2016

Web Page Recommendation Based on Bitwise Frequent Pattern Mining.
Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

An Interactive Circular Visual Analytic Tool for Visualization of Web Data.
Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

Data Mining Meets HCI: Data and Visual Analytics of Frequent Patterns.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Effects of the Inclusion of Non-newsworthy Messages in Credibility Assessment.
Proceedings of the Advances in Computational Intelligence, 2016

Knowledge Discovery from Social Graph Data.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, 2016

Computing Theoretically-Sound Upper Bounds to Expected Support for Frequent Pattern Mining Problems over Uncertain Big Data.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

Clickstream Prediction Using Sequential Stream Mining Techniques with Markov Chains.
Proceedings of the 20th International Database Engineering & Applications Symposium, 2016

Mining Uplink-Downlink User Association in Wireless Heterogeneous Networks.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2016, 2016

An Efficient Approach for Mining Frequent Patterns over Uncertain Data Streams.
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

Reframing in Clustering.
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

PyramidViz: Visual Analytics and Big Data Visualization for Frequent Patterns.
Proceedings of the 2016 IEEE 14th Intl Conf on Dependable, 2016

A Data Science Model for Big Data Analytics of Frequent Patterns.
Proceedings of the 2016 IEEE 14th Intl Conf on Dependable, 2016

Management of Distributed Big Data for Social Networks.
Proceedings of the IEEE/ACM 16th International Symposium on Cluster, 2016

Mining sequential patterns from uncertain big DNA in the spark framework.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

Mining 'following' patterns from big sparse social networks.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

Big data mining of social networks for friend recommendation.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

B-mine: Frequent Pattern Mining and Its Application to Knowledge Discovery from Social Networks.
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

Knowledge Discovery from Big Social Key-Value Data.
Proceedings of the 2016 IEEE International Conference on Computer and Information Technology, 2016

2015
Mining Popular Patterns: A Novel Mining Problem and Its Application to Static Transactional Databases and Dynamic Data Streams.
Trans. Large-Scale Data- and Knowledge-Centered Systems, 2015

A new framework for mining frequent interaction patterns from meeting databases.
Eng. Appl. of AI, 2015

A Data Analytic Algorithm for Managing, Querying, and Processing Uncertain Big Data in Cloud Environments.
Algorithms, 2015

A Sliding Window-Based Algorithm for Detecting Leaders from Social Network Action Streams.
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Stock Price Prediction in Undirected Graphs Using a Structural Support Vector Machine.
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Similarities of Frequent Following Patterns and Social Entities.
Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

Approximation to Expected Support of Frequent Itemsets in Mining Probabilistic Sets of Uncertain Data.
Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

Edge-based Mining of Frequent Subgraphs from Graph Streams.
Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

Frequent Subgraph Mining from Streams of Linked Graph Structured Data.
Proceedings of the Workshops of the EDBT/ICDT 2015 Joint Conference (EDBT/ICDT), 2015

Efficiency Improvements in Social Network Communication via MapReduce.
Proceedings of the IEEE International Conference on Data Science and Data Intensive Systems, 2015

Balancing Tree Size and Accuracy in Fast Mining of Uncertain Frequent Patterns.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2015

Big Data Analytics of Social Networks for the Discovery of "Following" Patterns.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2015

High-Recall Information Retrieval from Linked Big Data.
Proceedings of the 39th IEEE Annual Computer Software and Applications Conference, 2015

Frequent Subgraph Mining from Streams of Uncertain Data.
Proceedings of the Eighth International C* Conference on Computer Science & Software Engineering, 2015

Big Social Network Mining for "Following" Patterns.
Proceedings of the Eighth International C* Conference on Computer Science & Software Engineering, 2015

Probabilistic Frequent Pattern Mining by PUH-Mine.
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

2014
Interactive discovery of influential friends from social networks.
Social Netw. Analys. Mining, 2014

Interactive Mining of Strong Friends from Social Networks and its Applications in E-Commerce.
J. Org. Computing and E. Commerce, 2014

Mining constrained frequent itemsets from distributed uncertain data.
Future Generation Comp. Syst., 2014

A Scalable Data Analytics Algorithm for Mining Frequent Patterns from Uncertain Data.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2014

BigSAM: Mining Interesting Patterns from Probabilistic Databases of Uncertain Big Data.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2014

Tightening Upper Bounds to the Expected Support for Uncertain Frequent Pattern Mining.
Proceedings of the 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2014

Sports Data Mining: Predicting Results for the College Football Games.
Proceedings of the 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2014

A Tree-based Algorithm for Mining Diverse Social Entities.
Proceedings of the 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2014

Effectively and Efficiently Mining Frequent Patterns from Dense Graph Streams on Disk.
Proceedings of the 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2014

A machine learning approach for stock price prediction.
Proceedings of the 18th International Database Engineering & Applications Symposium, 2014

DISC: Efficient Uncertain Frequent Pattern Mining with Tightened Upper Bounds.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Fast Algorithms for Frequent Itemset Mining from Uncertain Data.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

A Business Intelligence Solution for Frequent Pattern Mining on Social Networks.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Mining of Diverse Social Entities from Linked Data.
Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014

Frequent Pattern Mining from Dense Graph Streams.
Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014

BLIMP: A Compact Tree Structure for Uncertain Frequent Pattern Mining.
Proceedings of the Data Warehousing and Knowledge Discovery, 2014

Mining Interesting "Following" Patterns from Social Networks.
Proceedings of the Data Warehousing and Knowledge Discovery, 2014

Reducing the Search Space for Big Data Mining for Interesting Patterns from Uncertain Data.
Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

A Data Science Solution for Mining Interesting Patterns from Uncertain Big Data.
Proceedings of the 2014 IEEE Fourth International Conference on Big Data and Cloud Computing, 2014

Reducing Noises for Recall-Oriented Patent Retrieval.
Proceedings of the 2014 IEEE Fourth International Conference on Big Data and Cloud Computing, 2014

Discovery of Really Popular Friends from Social Networks.
Proceedings of the 2014 IEEE Fourth International Conference on Big Data and Cloud Computing, 2014

Efficient Frequent Itemset Mining from Dense Data Streams.
Proceedings of the Web Technologies and Applications - 16th Asia-Pacific Web Conference, 2014

Distributed Uncertain Data Mining for Frequent Patterns Satisfying Anti-monotonic Constraints.
Proceedings of the 28th International Conference on Advanced Information Networking and Applications Workshops, 2014

Uncertain Frequent Pattern Mining.
Proceedings of the Frequent Pattern Mining, 2014

2013
Discovering Frequent Patterns from Uncertain Data Streams with Time-Fading and Landmark Models.
Trans. Large-Scale Data- and Knowledge-Centered Systems, 2013

Interactive Visual Analytics of Databases and Frequent Sets.
IJIRR, 2013

Mining Frequent Itemsets from Sparse Data Streams in Limited Memory Environments.
Proceedings of the Web-Age Information Management - 14th International Conference, 2013

Stream mining of frequent sets with limited memory.
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

PUF-Tree: A Compact Tree Structure for Frequent Pattern Mining of Uncertain Data.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Mining Frequent Patterns from Human Interactions in Meetings Using Directed Acyclic Graphs.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Stream Mining of Frequent Patterns from Delayed Batches of Uncertain Data.
Proceedings of the Data Warehousing and Knowledge Discovery, 2013

Mining Frequent Patterns from Uncertain Data with MapReduce for Big Data Analytics.
Proceedings of the Database Systems for Advanced Applications, 2013

Finding groups of friends who are significant across multiple domains in social networks.
Proceedings of the Fifth International Conference on Computational Aspects of Social Networks, 2013

Finding Diverse Friends in Social Networks.
Proceedings of the Web Technologies and Applications - 15th Asia-Pacific Web Conference, 2013

2012
Frequent Itemset Mining of Distributed Uncertain Data under User-Defined Constraints.
Proceedings of the Twentieth Italian Symposium on Advanced Database Systems, 2012

A new class of constraints for constrained frequent pattern mining.
Proceedings of the ACM Symposium on Applied Computing, 2012

RadialViz: An Orientation-Free Frequent Pattern Visualizer.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

Vertical Frequent Pattern Mining from Uncertain Data.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

Efficiently Compressing OLAP Data Cubes via R-Tree Based Recursive Partitions.
Proceedings of the Foundations of Intelligent Systems - 20th International Symposium, 2012

Mining probabilistic datasets vertically.
Proceedings of the 16th International Database Engineering & Applications Symposium, 2012

A constrained frequent pattern mining system for handling aggregate constraints.
Proceedings of the 16th International Database Engineering & Applications Symposium, 2012

Efficient Fuzzy Ranking for Keyword Search on Graphs.
Proceedings of the Database and Expert Systems Applications, 2012

Mining Popular Patterns from Transactional Databases.
Proceedings of the Data Warehousing and Knowledge Discovery, 2012

Mining Social Networks for Significant Friend Groups.
Proceedings of the Database Systems for Advanced Applications, 2012

Fast Tree-Based Mining of Frequent Itemsets from Uncertain Data.
Proceedings of the Database Systems for Advanced Applications, 2012

A Network-Flow Based Influence Propagation Model for Social Networks.
Proceedings of the 2012 Second International Conference on Cloud and Green Computing, 2012

Finding Popular Friends in Social Networks.
Proceedings of the 2012 Second International Conference on Cloud and Green Computing, 2012

DIFSoN: Discovering influential friends from social networks.
Proceedings of the Fourth International Conference on Computational Aspects of Social Networks, 2012

2011
Mining uncertain data.
Wiley Interdiscip. Rev. Data Min. Knowl. Discov., 2011

Mobile Web Navigation in Digital Ecosystems Using Rooted Directed Trees.
IEEE Trans. Industrial Electronics, 2011

Equivalence class transformation based mining of frequent itemsets from uncertain data.
Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21, 2011

Frequent itemset mining of uncertain data streams using the damped window model.
Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21, 2011

Improved Travel Time Prediction Algorithms for Intelligent Transportation Systems.
Proceedings of the Knowlege-Based and Intelligent Information and Engineering Systems, 2011

A landmark-model based system for mining frequent patterns from uncertain data streams.
Proceedings of the 15th International Database Engineering and Applications Symposium (IDEAS 2011), September 21, 2011

FpMapViz: A Space-Filling Visualization for Frequent Patterns.
Proceedings of the Data Mining Workshops (ICDMW), 2011

Visually Contrast Two Collections of Frequent Patterns.
Proceedings of the Data Mining Workshops (ICDMW), 2011

Distributed Mining of Constrained Frequent Sets from Uncertain Data.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2011

Visual Analytics of Social Networks: Mining and Visualizing Co-authorship Networks.
Proceedings of the Foundations of Augmented Cognition. Directing the Future of Adaptive Systems, 2011

Frequent Pattern Mining from Time-Fading Streams of Uncertain Data.
Proceedings of the Data Warehousing and Knowledge Discovery, 2011

Finding Strong Groups of Friends among Friends in Social Networks.
Proceedings of the IEEE Ninth International Conference on Dependable, 2011

Categorical Data Skyline Using Classification Tree.
Proceedings of the Web Technologies and Applications - 13th Asia-Pacific Web Conference, 2011

2010
Exploring Social Networks: A Frequent Pattern Visualization Approach.
Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010

Mining uncertain data for frequent itemsets that satisfy aggregate constraints.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

An information and communication technology system to support rural healthcare delivery.
Proceedings of the ACM International Health Informatics Symposium, 2010

uCFS2: an enhanced system that mines uncertain data for constrained frequent sets.
Proceedings of the Fourteenth International Database Engineering and Applications Symposium (IDEAS 2010), 2010

Constrained frequent itemset mining from uncertain data streams.
Proceedings of the Workshops Proceedings of the 26th International Conference on Data Engineering, 2010

2009
Succinct Constraints.
Proceedings of the Encyclopedia of Database Systems, 2009

Monotone Constraints.
Proceedings of the Encyclopedia of Database Systems, 2009

Frequent Itemset Mining with Constraints.
Proceedings of the Encyclopedia of Database Systems, 2009

Convertible Constraints.
Proceedings of the Encyclopedia of Database Systems, 2009

Anti-monotone Constraints.
Proceedings of the Encyclopedia of Database Systems, 2009

Constraint-Based Association Rule Mining.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

FpVAT: a visual analytic tool for supporting frequent pattern mining.
SIGKDD Explorations, 2009

Efficient algorithms for the mining of constrained frequent patterns from uncertain data.
SIGKDD Explorations, 2009

FpViz: a visualizer for frequent pattern mining.
Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery: Integrating Automated Analysis with Interactive Exploration, 2009

Efficient algorithms for mining constrained frequent patterns from uncertain data.
Proceedings of the 1st ACM SIGKDD Workshop on Knowledge Discovery from Uncertain Data, 2009

Mining uncertain data for constrained frequent sets.
Proceedings of the International Database Engineering and Applications Symposium (IDEAS 2009), 2009

Mining of Frequent Itemsets from Streams of Uncertain Data.
Proceedings of the 25th International Conference on Data Engineering, 2009

AnchorWoman: top-k structured mobile web search engine.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
A Tree-Based Approach for Frequent Pattern Mining from Uncertain Data.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

FIsViz: A Frequent Itemset Visualizer.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Efficient algorithms for stream mining of constrained frequent patterns in a limited memory environment.
Proceedings of the 12th International Database Engineering and Applications Symposium (IDEAS 2008), 2008

WiFIsViz: Effective Visualization of Frequent Itemsets.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Design and development of a prototype system for detecting abnormal weather observations.
Proceedings of the Canadian Conference on Computer Science & Software Engineering, 2008

A computer-aided change detection system for paediatric acute intracranial haemorrhage.
Proceedings of the Canadian Conference on Computer Science & Software Engineering, 2008

Efficient Mining of Frequent Itemsets from Data Streams.
Proceedings of the Sharing Data, 2008

2007
CanTree: a canonical-order tree for incremental frequent-pattern mining.
Knowl. Inf. Syst., 2007

An EffectiveMulti-Layer Model for Controlling the Quality of Data.
Proceedings of the Eleventh International Database Engineering and Applications Symposium (IDEAS 2007), 2007

Efficient Mining of Frequent Patterns from Uncertain Data.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

2006
Efficient Mining of Constrained Frequent Patterns from Streams.
Proceedings of the Tenth International Database Engineering and Applications Symposium (IDEAS 2006), 2006

DSTree: A Tree Structure for the Mining of Frequent Sets from Data Streams.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Distributed Mining of Constrained Patterns from Wireless Sensor Data.
Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006

An Efficient System for Detecting Outliers from Financial Time Series.
Proceedings of the Flexible and Efficient Information Handling, 2006

Efficient Update of Data Warehouse Views with Generalised Referential Integrity Differential Files.
Proceedings of the Flexible and Efficient Information Handling, 2006

2005
CanTree: A Tree Structure for Efficient Incremental Mining of Frequent Patterns.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Exploitation of Referential Integrity Constraints for Efficient Update of Data Warehouse Views.
Proceedings of the Database: Enterprise, 2005

2004
Interactive Constrained Frequent-Pattern Mining System.
Proceedings of the 8th International Database Engineering and Applications Symposium (IDEAS 2004), 2004

Efficient Parallel Mining of Constrained Frequent Patterns.
Proceedings of the 18th Annual Symposium on High Performance Computing Systems and Applications, 2004

Dynamic FP-Tree Based Mining of Frequent Patterns Satisfying Succinct Constraints.
Proceedings of the Constraint Databases, 2004

2003
Efficient dynamic mining of constrained frequent sets.
ACM Trans. Database Syst., 2003

2002
Exploiting succinct constraints using FP-trees.
SIGKDD Explorations, 2002

OSSM: A Segmentation Approach to Optimize Frequency Counting.
Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002

2000
The Segment Support Map: Scalable Mining of Frequent Itemsets.
SIGKDD Explorations, 2000

1998
Multiscale Similarity Matching for Subimage Queries of Arbitrary Size.
Proceedings of the Visual Database Systems 4 (VDB4), 1998

Multiresolution Subimage Similarity Matching for Large Image Databases.
Proceedings of the Storage and Retrieval for Image and Video Databases VI, 1998


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