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» Mining user similarity based on location history
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FSKD
2006
Springer
199views Fuzzy Logic» more  FSKD 2006»
13 years 9 months ago
Location-Aware Data Mining for Mobile Users Based on Neuro-fuzzy System
Data mining tools generally deal with highly structured and precise data. However, classical methods fail to handle imprecise or uncertain information. This paper proposes a neuro-...
Romeo Mark A. Mateo, Malrey Lee, Su-Chong Joo, Jae...
DASFAA
2006
IEEE
168views Database» more  DASFAA 2006»
13 years 9 months ago
COWES: Clustering Web Users Based on Historical Web Sessions
Clustering web users is one of the most important research topics in web usage mining. Existing approaches cluster web users based on the snapshots of web user sessions. They do no...
Ling Chen 0002, Sourav S. Bhowmick, Jinyan Li
ICSE
2004
IEEE-ACM
14 years 5 months ago
Mining Version Histories to Guide Software Changes
We apply data mining to version histories in order to guide programmers along related changes: "Programmers who changed these functions also changed...." Given a set of e...
Andreas Zeller, Peter Weißgerber, Stephan Di...
ADMA
2009
Springer
145views Data Mining» more  ADMA 2009»
13 years 12 months ago
A Framework for Multi-Objective Clustering and Its Application to Co-Location Mining
The goal of multi-objective clustering (MOC) is to decompose a dataset into similar groups maximizing multiple objectives in parallel. In this paper, we provide a methodology, arch...
Rachsuda Jiamthapthaksin, Christoph F. Eick, Ricar...
ISM
2006
IEEE
86views Multimedia» more  ISM 2006»
13 years 11 months ago
OreDesk: A Tool for Retrieving Data History Based on User Operations
During day-to-day activities, a user refers to various data items on a PC, such as documents, images, and audio clips. However, when the number of items in the history increases, ...
Ryo Ohsawa, Kazunori Takashio, Hideyuki Tokuda