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TCBB
2010
80views more  TCBB 2010»
13 years 8 months ago
On the Importance of Comprehensible Classification Models for Protein Function Prediction
—The literature on protein function prediction is currently dominated by works aimed at maximizing predictive accuracy, ignoring the important issues of validation and interpreta...
Alex Alves Freitas, Daniela Wieser, Rolf Apweiler
TKDE
2010
137views more  TKDE 2010»
13 years 8 months ago
A Survey on Transfer Learning
—A major assumption in many machine learning and data mining algorithms is that the training and future data must be in the same feature space and have the same distribution. How...
Sinno Jialin Pan, Qiang Yang
TSD
2010
Springer
13 years 8 months ago
Online TV Captioning of Czech Parliamentary Sessions
Abstract. In the paper we introduce the on-line captioning system developed by our teams and used by the Czech Television (CTV), the public service broadcaster in the Czech Republi...
Jan Trmal, Ales Prazák, Zdenek Loose, Josef...
TVCG
2010
146views more  TVCG 2010»
13 years 8 months ago
Narrative Visualization: Telling Stories with Data
—Data visualization is regularly promoted for its ability to reveal stories within data, yet these “data stories” differ in important ways from traditional forms of storytell...
Edward Segel, Jeffrey Heer
UIC
2010
Springer
13 years 8 months ago
Smart Itinerary Recommendation Based on User-Generated GPS Trajectories
Traveling to unfamiliar regions require a significant effort from novice travelers to plan where to go within a limited duration. In this paper, we propose a smart recommendation...
Hyoseok Yoon, Yu Zheng, Xing Xie, Woontack Woo