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» Comparing Networks from a Data Analysis Perspective
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119
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IJCNN
2006
IEEE
15 years 9 months ago
Dynamic Hyperparameter Scaling Method for LVQ Algorithms
— We propose a new annealing method for the hyperparameters of several recent Learning Vector Quantization algorithms. We first analyze the relationship between values assigned ...
Sambu Seo, Klaus Obermayer
ASPDAC
2008
ACM
108views Hardware» more  ASPDAC 2008»
15 years 5 months ago
Synthesis and design of parameter extractors for low-power pre-computation-based content-addressable memory using gate-block sel
Content addressable memory (CAM) is frequently used in applications, such as lookup tables, databases, associative computing, and networking, that require high-speed searches due t...
Jui-Yuan Hsieh, Shanq-Jang Ruan
129
Voted
AIR
2004
91views more  AIR 2004»
15 years 3 months ago
A Personalized Defection Detection and Prevention Procedure based on the Self-Organizing Map and Association Rule Mining: Applie
Abstract. Customer retention is an increasingly pressing issue in today's competitive environment. This paper proposes a personalized defection detection and prevention proced...
Hee Seok Song, Jae Kyeong Kim, Yeong Bin Cho, Soun...
148
Voted
VTC
2010
IEEE
102views Communications» more  VTC 2010»
15 years 1 months ago
Trace-Based Evaluation of Rate Adaptation Schemes in Vehicular Environments
Abstract—There has been a variety of rate adaptation solutions proposed for both indoor and mobile scenarios. However, dynamic channel changing conditions (e.g., temporal channel...
Kevin C. Lee, Juan M. Navarro, Tin Y. Chong, Uichi...
171
Voted
NAR
2008
174views more  NAR 2008»
15 years 2 months ago
miRGator: an integrated system for functional annotation of microRNAs
MicroRNAs (miRNAs) constitute an important class of regulators that are involved in various cellular and disease processes. However, the functional significance of each miRNA is m...
Seungyoon Nam, Bumjin Kim, Seokmin Shin, Sanghyuk ...