posted by system || 1517 views || tracked by 4 users: [display]

BigPMA 2014 : The 1st International Workshop on Pattern Mining and Application of Big Data


When May 13, 2014 - May 13, 2014
Where Tainan, Taiwan
Submission Deadline Jan 6, 2014
Categories    data mining   big data

Call For Papers

There are several important aspects to mining patterns from big data. (1) data collection: how to collect meaningful and high-quality data effectively, without compromising personal privacy in different research domains; (2) pattern mining: how to design appropriate algorithms for dealing with large data sets that are beyond the ability of commonly used software tools to capture, curate, manage, and process within a tolerable elapsed time; (3) pattern visualization: how to present mining results in a more intuitive way, and how to abstract key information to visualize the relationship between data; and (4) practical application: how pattern mining algorithms apply to the real-world.

The topics of interest related to this workshop include, but are not limited to:

Data collection
Data cleaning
Data visualization
Pattern mining technique:
Association rule mining
Sequential pattern mining
Graph analysis
Time series analysis
Social network
Sensor network
Health care

Related Resources

pehealth 2016   The 1st Pacific Rim International Workshop on eHealth Mining (PeHealth)
PAKDD 2017   The 21st Pacific-Asia Conference on Knowledge Discovery and Data Mining
MLDM 2017   Machine Learning and Data Mining in Pattern Recognition
DSAA 2017   The 4th IEEE International Conference on Data Science and Advanced Analytics 2017
IJE 2016   International Journal of Education
ECML-PKDD 2017   European Conference on Machine Learning and Principles and Practice of Knowledge Discovery
INIT/AERFAISummerSchoolML 2017   INIT/AERFAI Summer School on Machine Learning
ISMIS 2017   23rd International Symposium on Methodologies for Intelligent Systems
EnGeoData - JDSA 2017   Special Issue on Environmental and Geospatial Data Analytics - International Journal of Data Science and Analytics, Springer
IEEE BigComp 2017   [Deadline Extension Oct 21, 2016] 2017 IEEE International Conference on Big Data and Smart Computing