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ICDM
2007
IEEE
121views Data Mining» more  ICDM 2007»
15 years 10 months ago
Finding Predictive Runs with LAPS
We present an extension to the Lasso [9] for binary classification problems with ordered attributes. Inspired by the Fused Lasso [8] and the Group Lasso [10, 4] models, we aim to...
Suhrid Balakrishnan, David Madigan
123
Voted
GIS
2009
ACM
15 years 10 months ago
Tree detection from aerial imagery
We propose an automatic approach to tree detection from aerial imagery. First a pixel-level classifier is trained to assign a {tree, non-tree} label to each pixel in an aerial im...
Lin Yang, Xiaqing Wu, Emil Praun, Xiaoxu Ma
131
Voted
ICCV
2005
IEEE
15 years 9 months ago
Image Based Regression Using Boosting Method
We present a general algorithm of image based regression that is applicable to many vision problems. The proposed regressor that targets a multiple-output setting is learned using...
Shaohua Kevin Zhou, Bogdan Georgescu, Xiang Sean Z...
115
Voted
CICLING
2005
Springer
15 years 9 months ago
A Prosodic Diphone Database for Korean Text-to-Speech Synthesis System
This paper presents a prosodically conditioned diphone database to be used in a Korean text-to-speech (TTS) synthesis system. The diphones are prosodically conditioned in the sense...
Kyuchul Yoon
138
Voted
ISCC
2002
IEEE
101views Communications» more  ISCC 2002»
15 years 9 months ago
Partial path protection for WDM networks: end-to-end recovery using local failure information
In this paper, we propose a new protection scheme, which we term partial path protection (PPP), to select endto-end backup paths using local information about network failures. PP...
Hungjen Wang, Eytan Modiano, Muriel Médard