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Journal of the American Statistical Association Volume 111, 2016 - Issue 515
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Theory and Methods

Classification With Unstructured Predictors and an Application to Sentiment Analysis

Junhui WangDepartment of Mathematics, Statistics, and Computer Science, University of Illinois at Chicago, Chicago, IL, USA, and Department of Mathematics, City University of Hong Kong, Hong Kong
,
Xiaotong ShenSchool of Statistics, University of Minnesota, Minneapolis, MN, USA
,
Yiwen SunSchool of Statistics, University of Minnesota, Minneapolis, MN, USA
&
Annie QuDepartment of Statistics, University of Illinois at Urbana Champaign, Champaign, IL, USA
Pages 1242-1253 | Received 01 Jul 2014, Published online: 18 Oct 2016

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Ben Dai, Xiaotong Shen & Junhui Wang. (2022) Embedding Learning. Journal of the American Statistical Association 117:537, pages 307-319.
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Xiaohan Yan & Jacob Bien. (2021) Rare Feature Selection in High Dimensions. Journal of the American Statistical Association 116:534, pages 887-900.
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Articles from other publishers (6)

Thomas Szulevicz, Peter Clement Lund & Rolf Lyneborg Lund. (2021) Social Normativity of Research Methods and the Methodological Discrepancy between Mainstream Psychological Research and Danish Psychology Students’ Master’s Thesis Projects. Integrative Psychological and Behavioral Science 56:4, pages 863-878.
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K. Nimala, R. Jebakumar & M. Saravanan. (2020) RETRACTED ARTICLE: Sentiment topic sarcasm mixture model to distinguish sarcasm prevalent topics based on the sentiment bearing words in the tweets. Journal of Ambient Intelligence and Humanized Computing 12:6, pages 6801-6810.
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Shirong Xu, Ben Dai & Junhui Wang. (2021) Sentiment analysis with covariate-assisted word embeddings. Electronic Journal of Statistics 15:1.
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Ruihua Cheng, Jie Zhang & Pengcheng Hu. (2020) Document-level emotion detection using graph-based margin regularization. Neurocomputing 398, pages 55-63.
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Robert A. Stine. (2019) Sentiment Analysis. Annual Review of Statistics and Its Application 6:1, pages 287-308.
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Ruihua Cheng & Ji Meng Loh. (2017) Learning-Based Method with Valence Shifters for Sentiment Analysis. Learning-Based Method with Valence Shifters for Sentiment Analysis.

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