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» Generating Rule Sets from Model Trees
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INFOCOM
2010
IEEE
15 years 2 months ago
On Computing Compression Trees for Data Collection in Wireless Sensor Networks
We address the problem of efficiently gathering correlated data from a wireless sensor network, with the aim of designing algorithms with provable optimality guarantees, and unders...
Jian Li, Amol Deshpande, Samir Khuller
153
Voted
KDD
2009
ACM
196views Data Mining» more  KDD 2009»
15 years 11 months ago
WhereNext: a location predictor on trajectory pattern mining
The pervasiveness of mobile devices and location based services is leading to an increasing volume of mobility data. This side effect provides the opportunity for innovative meth...
Anna Monreale, Fabio Pinelli, Roberto Trasarti, Fo...
LREC
2010
151views Education» more  LREC 2010»
15 years 6 months ago
A Multilayered Declarative Approach to Cope with Morphotactics and Allomorphy in Derivational Morphology
This paper deals with the derivational morphology of automatic word form recognition. It presents a set of declarative rules which augment lexical entries with information governi...
Johannes Handl, Carsten Weber
BMCBI
2010
142views more  BMCBI 2010»
15 years 4 months ago
pplacer: linear time maximum-likelihood and Bayesian phylogenetic placement of sequences onto a fixed reference tree
Background: Likelihood-based phylogenetic inference is generally considered to be the most reliable classification method for unknown sequences. However, traditional likelihood-ba...
Frederick A. Matsen III, Robin B. Kodner, E. Virgi...
153
Voted
IJCAI
1997
15 years 5 months ago
Machine Learning Techniques to Make Computers Easier to Use
Identifying user-dependent information that can be automatically collected helps build a user model by which 1) to predict what the user wants to do next and 2) to do relevant pre...
Hiroshi Motoda, Kenichi Yoshida