Keyword : generative model


Stock Price Prediction by Deep Neural Generative Model of News Articles
Takashi MATSUBARA Ryo AKITA Kuniaki UEHARA 
Publication:   
Publication Date: 2018/04/01
Vol. E101-D  No. 4 ; pp. 901-908
Type of Manuscript:  Special Section PAPER (Special Section on Intelligent Information and Communication Technology and its Applications to Creative Activity Support)
Category: Datamining Technologies
Keyword: 
stock price predictionnews articlesdeep learninggenerative model
 Summary | Full Text:PDF(396KB)

Modeling Storylines in Lyrics
Kento WATANABE Yuichiroh MATSUBAYASHI Kentaro INUI Satoru FUKAYAMA Tomoyasu NAKANO Masataka GOTO 
Publication:   
Publication Date: 2018/04/01
Vol. E101-D  No. 4 ; pp. 1167-1179
Type of Manuscript:  PAPER
Category: Natural Language Processing
Keyword: 
bayesian modelgenerative modellyrics structurelyrics understandingnatural language processing
 Summary | Full Text:PDF(1.3MB)

Deep Relational Model: A Joint Probabilistic Model with a Hierarchical Structure for Bidirectional Estimation of Image and Labels
Toru NAKASHIKA 
Publication:   
Publication Date: 2018/02/01
Vol. E101-D  No. 2 ; pp. 428-436
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
image classificationimage generationdeep learninggenerative modelBoltzmann distribution
 Summary | Full Text:PDF(673.4KB)

Enhancing Event-Related Potentials Based on Maximum a Posteriori Estimation with a Spatial Correlation Prior
Hayato MAKI Tomoki TODA Sakriani SAKTI Graham NEUBIG Satoshi NAKAMURA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/06/01
Vol. E99-D  No. 6 ; pp. 1437-1446
Type of Manuscript:  Special Section PAPER (Special Section on Human Cognition and Behavioral Science and Technology)
Category: 
Keyword: 
electroencephalogram (EEG)event-related potential (ERP)generative modelindependent component analysis (ICA)Wiener filternoise removalWishart distributionspatial correlation prior
 Summary | Full Text:PDF(1MB)

Constraining a Generative Word Alignment Model with Discriminative Output
Chooi-Ling GOH Taro WATANABE Hirofumi YAMAMOTO Eiichiro SUMITA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2010/07/01
Vol. E93-D  No. 7 ; pp. 1976-1983
Type of Manuscript:  PAPER
Category: Natural Language Processing
Keyword: 
word alignmentdiscriminative modelgenerative modelhybridSMT
 Summary | Full Text:PDF(646.5KB)