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» An Introduction to Learning Structured Information
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SDM
2012
SIAM
282views Data Mining» more  SDM 2012»
13 years 6 months ago
Citation Prediction in Heterogeneous Bibliographic Networks
To reveal information hiding in link space of bibliographical networks, link analysis has been studied from different perspectives in recent years. In this paper, we address a no...
Xiao Yu, Quanquan Gu, Mianwei Zhou, Jiawei Han
HICSS
2006
IEEE
128views Biometrics» more  HICSS 2006»
15 years 10 months ago
Should I Stay or Should I Go? Worker Commitment to Virtual Organizations
As society enters the twenty-first century there is a growing realization that information technology (IT) is heavily influencing organizational structures [1]. One such structure...
Yulin Fang, Derrick J. Neufeld
NIPS
1993
15 years 5 months ago
The Power of Amnesia
We propose a learning algorithm for a variable memory length Markov process. Human communication, whether given as text, handwriting, or speech, has multi characteristic time scal...
Dana Ron, Yoram Singer, Naftali Tishby
ICDM
2010
IEEE
193views Data Mining» more  ICDM 2010»
15 years 2 months ago
Supervised Link Prediction Using Multiple Sources
Link prediction is a fundamental problem in social network analysis and modern-day commercial applications such as Facebook and Myspace. Most existing research approaches this pro...
Zhengdong Lu, Berkant Savas, Wei Tang, Inderjit S....
IROS
2009
IEEE
195views Robotics» more  IROS 2009»
15 years 10 months ago
Appearance contrast for fast, robust trail-following
— We describe a framework for finding and tracking “trails” for autonomous outdoor robot navigation. Through a combination of visual cues and ladar-derived structural inform...
Christopher Rasmussen, Yan Lu, Mehmet Kocamaz