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ICMCS
2007
IEEE
126views Multimedia» more  ICMCS 2007»
16 years 1 months ago
Music Emotion Classification: A Regression Approach
Typical music emotion classification (MEC) approaches categorize emotions and apply pattern recognition methods to train a classifier. However, categorized emotions are too ambigu...
Yi-Hsuan Yang, Yu-Ching Lin, Ya-Fan Su, Homer H. C...
SMC
2007
IEEE
169views Control Systems» more  SMC 2007»
16 years 1 months ago
Simulated and experimental study of antilock braking system using grey sliding mode control
— Antilock Braking System (ABS) exhibits strongly nonlinear and uncertain characteristics. To overcome these difficulties, robust control methods should be employed. In this pap...
Yesim Oniz, Erdal Kayacan, Okyay Kaynak
ISNN
2007
Springer
16 years 27 days ago
A Hierarchical Self-organizing Associative Memory for Machine Learning
This paper proposes novel hierarchical self-organizing associative memory architecture for machine learning. This memory architecture is characterized with sparse and local interco...
Janusz A. Starzyk, Haibo He, Yue Li
WINE
2007
Springer
140views Economy» more  WINE 2007»
16 years 26 days ago
Empirical Price Modeling for Sponsored Search
We present a characterization of empirical price data from sponsored search auctions. We show that simple models drawing bid values independently from a fixed distribution can be...
Kuzman Ganchev, Alex Kulesza, Jinsong Tan, Ryan Ga...
HICSS
2006
IEEE
97views Biometrics» more  HICSS 2006»
16 years 24 days ago
Dynamically Optimizing Parameters in Support Vector Regression: An Application of Electricity Load Forecasting
This study develops a novel model, GA-SVR, for parameters optimization in support vector regression and implements this new model in a problem forecasting maximum electrical daily...
Chin-Chia Hsu, Chih-Hung Wu, Shih-Chien Chen, Kang...