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NIPS
1998
15 years 3 months ago
Controlling the Complexity of HMM Systems by Regularization
This paper introduces a method for regularization of HMM systems that avoids parameter overfitting caused by insufficient training data. Regularization is done by augmenting the E...
Christoph Neukirchen, Gerhard Rigoll
153
Voted
ALENEX
2001
215views Algorithms» more  ALENEX 2001»
15 years 3 months ago
An Empirical Study of a New Approach to Nearest Neighbor Searching
In nearest neighbor searching we are given a set of n data points in real d-dimensional space, d , and the problem is to preprocess these points into a data structure, so that give...
Songrit Maneewongvatana, David M. Mount
KDD
2009
ACM
179views Data Mining» more  KDD 2009»
16 years 2 months ago
Connections between the lines: augmenting social networks with text
Jonathan Chang, Jordan L. Boyd-Graber, David M. Bl...
84
Voted
IUI
2006
ACM
15 years 7 months ago
Interactive prototyping for ubiquitous augmented reality user interfaces
User interfaces for ubiquitous augmented reality incorporate a wide variety of concepts such as multi-modal, multi-user, multi-device aspects and new input/output devices. In this...
Otmar Hilliges, Christian Sandor, Gudrun Klinker
HICSS
2003
IEEE
116views Biometrics» more  HICSS 2003»
15 years 7 months ago
Research on Task Complexity as a Foundation for Augmented Cognition
In order to implement real-time adaptive augmented cognition, one of the focal points of our present research involves understanding the dimensions of task complexity. Task comple...
Martha E. Crosby, Marie Iding, David N. Chin