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Naive Bayes Classifier
Text Classification
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(3)
Semi-Supervised Learning Using Gaussian Fields and Harmonic Functions
Domain Adaptation for Statistical Classifiers
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Transferring Naive Bayes Classifiers for Text Classification
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Transferring Naive Bayes Classifiers for Text Classification
(
Citations: 33
)
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Wenyuan Dai
,
Gui-Rong Xue
,
Qiang Yang
,
Yong Yu
Published in 2007.
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Citation Context
(6)
...Dai et al. [
4
] provide a solution for transfer learning in text classification using an EM-based Na¨ ıve Bayes classifier...
Prem Melville
,
et al.
Sentiment analysis of blogs by combining lexical knowledge with text c...
...In order to handle the few labeling problem, semisupervised learning [20, 19] and transfer learning [
4
, 5] are proposed...
Zhijun Yin
,
et al.
Exploring social tagging graph for web object classification
...Dai et al. [
5
] modified the Naive Bayes classifier to handle a cross-domain classification task...
Pu Wang
,
et al.
Towards a Universal Text Classifier: Transfer Learning Using Encyclope...
...Recently, transfer learning [12,
13
] is designed to solve this problem...
Yabin Zheng
,
et al.
Efficient Text Classification Using Term Projection
...For domain transferring, there are several researches about this problem [1][8][10][11][12][13][17][
22
]...
...Dai [
22
] gave a transferring naïve Bayes method...
Kang Liu
,
et al.
NLPR at Multilingual Opinion Analysis Task in NTCIR7
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Learning to Classify Text using Support Vector Machines
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Thorsten Joachims
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Citations
(33)
DAML: Domain Adaptation Metric Learning
(
Citations: 1
)
Bo Geng
,
Dacheng Tao
,
Chao Xu
Journal:
IEEE Transactions on Image Processing
, vol. 20, no. 10, pp. 2980-2989, 2011
Video summarization via transferrable structured learning
Liangda Li
,
Ke Zhou
,
Gui-Rong Xue
,
Hongyuan Zha
,
Yong Yu
Conference:
World Wide Web Conference Series - WWW
, pp. 287-296, 2011
Weighted SCL model for adaptation of sentiment classification
Songbo Tan
,
Yuefen Wang
Journal:
Expert Systems With Applications - ESWA
, vol. 38, no. 8, pp. 10524-10531, 2011
Feature Relevance Network-Based Transfer Learning for Indoor Location Estimation
Ho-Sik Seok
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Kyu-Baek Hwang
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Byoung-Tak Zhang
Published in 2011.
A Survey on Transfer Learning
(
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Sinno Jialin Pan
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Qiang Yang
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