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IDA
2010
Springer
15 years 2 months ago
Multi-dimensional data construction method with its application to learning from small-sample-sets
Insufficient training data is one of the major problems in neural network learning, because it leads to poor learning performance. In order to enhance an intelligent learning proc...
Hsiao-Fan Wang, Chun-Jung Huang
HICSS
2009
IEEE
178views Biometrics» more  HICSS 2009»
15 years 11 months ago
Applying Multi-Layered Analysis Framework on the Public Sector ICT Provision: An Illustration from a Municipal Wireless Network
As technology develops, local governments are increasingly becoming involved in providing municipal wireless service. However, many obstacles exist in municipal wireless provision...
Myungjae Kwak, Thomas A. Horan, Hana Oh
INFOCOM
2008
IEEE
15 years 10 months ago
Light-Weight Contour Tracking in Wireless Sensor Networks
Abstract—We study the problem of contour tracking with binary sensors, an important problem for monitoring spatial signals and tracking group targets. In particular, we track the...
Xianjin Zhu, Rik Sarkar, Jie Gao, Joseph S. B. Mit...
CORR
2010
Springer
255views Education» more  CORR 2010»
15 years 4 months ago
Scalable Tensor Factorizations for Incomplete Data
The problem of incomplete data--i.e., data with missing or unknown values--in multi-way arrays is ubiquitous in biomedical signal processing, network traffic analysis, bibliometri...
Evrim Acar, Tamara G. Kolda, Daniel M. Dunlavy, Mo...
NETWORKING
2008
15 years 5 months ago
DBR: Depth-Based Routing for Underwater Sensor Networks
Abstract. Providing scalable and efficient routing services in underwater sensor networks (UWSNs) is very challenging due to the unique characteristics of UWSNs. Firstly, UWSNs oft...
Hai Yan, Zhijie Jerry Shi, Jun-Hong Cui