Emerging Trends in Knowledge Discovery and Data Mining

Emerging Trends in Knowledge Discovery and Data Mining

4.11 - 1251 ratings - Source

This book constitutes the thoroughly refereed proceedings of the PAKDD 2012 International Workshops: Third Workshop on Data Mining for Healthcare Management (DMHM 2012), First Workshop on Geospatial Information and Documents (GeoDoc 2012), First Workshop on Multi-view data, High-dimensionality, External Knowledge: Striving for a Unified Approach to Clustering (3Clust 2012), and the Second Doctoral Symposium on Data Mining (DSDM 2012); held in conjunction with the 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2012), in Kuala Lumpur, Malaysia, May/June 2012. The 12 revised papers presented were carefully reviewed and selected from numerous submissions. DMHM 2012 aimed at providing a common platform for the discussion of challenging issues and potential techniques in this emerging field of data mining for health care management; 3Clust 2012 focused on solving emerging problems such as clustering ensembles, semi-supervised clustering, subspace/projective clustering, co-clustering, and multi-view clustering; GeoDoc 2012 highlighted the formalization of geospatial concepts and relationships with a focus on the extraction of geospatial relations in free text datasets to offer to the database community a unified framework for geodata discovery; and DSDM 2012 provided the opportunity for Ph.D. students and junior researchers to discuss their work on data mining foundations, techniques and applications.Hereto, a process model is compared with the data in the event log with the purpose to verify whether reality conforms ... [16] shows how different process mining techniques such as HeuristicsMiner, social network analysis and dotted chart analysis allow for obtaining insights into care flow data. ... perspective on the data relying on control-flow discovery with the Fuzzy Miner and networked graph visualizations. 3 Description of the Clinical Pathway Data The data set 24 J . De Weerdt et al.

Title:Emerging Trends in Knowledge Discovery and Data Mining
Author:Takashi Washio, Jun Luo
Publisher:Springer - 2013-02-13


You Must CONTINUE and create a free account to access unlimited downloads & streaming