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2009
15 years 2 months ago
Provenance as Data Mining: Combining File System Metadata with Content Analysis
Provenance describes how an object came to be in its present state. Thus, it describes the evolution of the object over time. Prior work on provenance has focussed on databases an...
Vinay Deolalikar, Hernan Laffitte
SDM
2012
SIAM
245views Data Mining» more  SDM 2012»
13 years 6 months ago
Deterministic CUR for Improved Large-Scale Data Analysis: An Empirical Study
Low-rank approximations which are computed from selected rows and columns of a given data matrix have attracted considerable attention lately. They have been proposed as an altern...
Christian Thurau, Kristian Kersting, Christian Bau...
WISE
2009
Springer
16 years 1 months ago
Spatio-Temporal-Thematic Analysis of Citizen Sensor Data: Challenges and Experiences
We present work in the spatio-temporal-thematic analysis of citizen-sensor observations pertaining to real-world events. Using Twitter as a platform for obtaining crowd-sourced obs...
Meenakshi Nagarajan, Karthik Gomadam, Amit P. Shet...
PCM
2009
Springer
145views Multimedia» more  PCM 2009»
15 years 11 months ago
A Movement Data Analysis and Synthesis Tool for Museum Visitors' Behaviors
Abstract. Achievement of museum guide systems, in physical and virtual worlds, providing the personalization and context awareness features requires the prior analysis and identiï¬...
Kingkarn Sookhanaphibarn, Ruck Thawonmas
CIT
2006
Springer
15 years 8 months ago
Fuzzy data mining for customer loyalty analysis
One of the major conceptual analyses in analytical CRM is customer loyalty. Current methods use user defined and statistical methods for loyalty analysis. One of the major limitat...
Jay B. Simha, S. S. Iyengar