Fan Jiang

Affiliations:
  • University of Manitoba, Department of Computer Science, Winnipeg, MB, Canada


According to our database1, Fan Jiang authored at least 55 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Mining and Forecasting Energy Consumption Based on Weather Data.
Proceedings of the 11th IEEE Swiss Conference on Data Science, 2024

2022
Effectively and Efficiently Supporting Visual Big Data Analytics over Big Sequential Data: An Innovative Data Science Approach.
Proceedings of the Computational Science and Its Applications - ICCSA 2022, 2022

2021
A Visual Data Science Solution for Visualization and Visual Analytics of Big Sequential Data.
Proceedings of the 25th International Conference Information Visualisation, 2021

2020
Explainable Machine Learning and Mining of Influential Patterns from Sparse Web.
Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2020

A Combined Deep-Learning and Transfer-Learning Approach for Supporting Social Influence Prediction.
Proceedings of the 11th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2020) / The 10th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2020) / Affiliated Workshops, 2020

Compression for Very Sparse Big Social Data.
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020

2019
A Theoretical Approach to Discover Mutual Friendships from Social Graph Networks.
Proceedings of the 21st International Conference on Information Integration and Web-based Applications & Services, 2019

Personalized DeepInf: Enhanced Social Influence Prediction with Deep Learning and Transfer Learning.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Flexible compression of big data.
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

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

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

Bitwise parallel association rule mining for web page recommendation.
Proceedings of the International Conference on Web Intelligence, 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
Efficient frequent pattern mining from big data and its applications.
PhD thesis, 2016

Parallel social network mining for interesting 'following' patterns.
Concurr. Comput. Pract. Exp., 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

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

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

2015
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., 2015

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

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

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

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

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

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

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

2013
Discovering Frequent Patterns from Uncertain Data Streams with Time-Fading and Landmark Models.
Trans. Large Scale Data Knowl. Centered Syst., 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 Patterns from Delayed Batches of Uncertain Data.
Proceedings of the Data Warehousing and Knowledge Discovery, 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

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

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

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

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

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

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

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


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