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ICDM
2002
IEEE
131views Data Mining» more  ICDM 2002»
15 years 10 months ago
Using Sequential and Non-Sequential Patterns in Predictive Web Usage Mining Tasks
We describe an efficient framework for Web personalization based on sequential and non-sequential pattern discovery from usage data. Our experimental results performed on real us...
Bamshad Mobasher, Honghua Dai, Tao Luo, Miki Nakag...
150
Voted
PKDD
2001
Springer
114views Data Mining» more  PKDD 2001»
15 years 9 months ago
A Study on the Hierarchical Data Clustering Algorithm Based on Gravity Theory
This paper discusses the clustering quality and complexities of the hierarchical data clustering algorithm based on gravity theory. The gravitybased clustering algorithm simulates ...
Yen-Jen Oyang, Chien-Yu Chen, Tsui-Wei Yang
KDD
2006
ACM
155views Data Mining» more  KDD 2006»
16 years 5 months ago
Single-pass online learning: performance, voting schemes and online feature selection
To learn concepts over massive data streams, it is essential to design inference and learning methods that operate in real time with limited memory. Online learning methods such a...
Vitor R. Carvalho, William W. Cohen
231
Voted
UIC
2010
Springer
15 years 3 months ago
Smart Itinerary Recommendation Based on User-Generated GPS Trajectories
Traveling to unfamiliar regions require a significant effort from novice travelers to plan where to go within a limited duration. In this paper, we propose a smart recommendation...
Hyoseok Yoon, Yu Zheng, Xing Xie, Woontack Woo
107
Voted
FSR
2003
Springer
115views Robotics» more  FSR 2003»
15 years 10 months ago
Case Studies of a Borehole Deployable Robot for Limestone Mine Profiling and Mapping
Inherent dangers in mining operations motivate the use of robotic technology for addressing hazardous situations that prevent human access. In the context of this case study, we e...
Aaron Morris, Derek Kurth, Daniel Huber, Warren Wh...