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CIKM
2010
Springer
14 years 7 months ago
Regularization and feature selection for networked features
In the standard formalization of supervised learning problems, a datum is represented as a vector of features without prior knowledge about relationships among features. However, ...
Hongliang Fei, Brian Quanz, Jun Huan
96
Voted
AUSDM
2008
Springer
271views Data Mining» more  AUSDM 2008»
14 years 11 months ago
Classification of Brain-Computer Interface Data
In this paper we investigate the classification of mental tasks based on electroencephalographic (EEG) data for Brain Computer Interfaces (BCI) in two scenarios: off line and on-l...
Omar AlZoubi, Irena Koprinska, Rafael A. Calvo
ICDE
2006
IEEE
154views Database» more  ICDE 2006»
15 years 3 months ago
Efficient Image Classification on Vertically Decomposed Data
Organizing digital images into semantic categories is imperative for effective browsing and retrieval. In large image collections, an efficient algorithm is crucial to quickly cat...
Taufik Abidin, Aijuan Dong, Honglin Li, William Pe...
83
Voted
ATAL
2005
Springer
15 years 3 months ago
Sequential auctions for objects with common and private values
Sequential auctions are an important mechanism for buying/selling multiple objects. Existing work has studied sequential auctions for objects that are exclusively either common va...
S. Shaheen Fatima, Michael Wooldridge, Nicholas R....
99
Voted
CHI
2005
ACM
14 years 11 months ago
Dealing with system response times in interactive speech applications
In this user study, we address several open issues in the design of waiting cues for system response time (SRT) in interactive telephony speech applications. User observations and...
Peter Fröhlich