Keyword : semi-supervised learning


Transfer Semi-Supervised Non-Negative Matrix Factorization for Speech Emotion Recognition
Peng SONG Shifeng OU Xinran ZHANG Yun JIN Wenming ZHENG Jinglei LIU Yanwei YU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/10/01
Vol. E99-D  No. 10 ; pp. 2647-2650
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
speech emotion recognitiontransfer learningnon-negative matrix factorizationsemi-supervised learning
 Summary | Full Text:PDF(86KB)

Character-Level Dependency Model for Joint Word Segmentation, POS Tagging, and Dependency Parsing in Chinese
Zhen GUO Yujie ZHANG Chen SU Jinan XU Hitoshi ISAHARA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/01/01
Vol. E99-D  No. 1 ; pp. 257-264
Type of Manuscript:  PAPER
Category: Natural Language Processing
Keyword: 
joint modelChinese word segmentation and POS taggingdependency parsingword internal dependency structuresemi-supervised learning
 Summary | Full Text:PDF(1.6MB)

Collaborative Representation Graph for Semi-Supervised Image Classification
Junjun GUO Zhiyong LI Jianjun MU 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2015/08/01
Vol. E98-A  No. 8 ; pp. 1871-1874
Type of Manuscript:  LETTER
Category: Image
Keyword: 
image classificationcollaborative representationsemi-supervised learninggraph construction
 Summary | Full Text:PDF(458.6KB)

Semi-Supervised Feature Selection with Universum Based on Linked Social Media Data
Junyang QIU Yibing WANG Zhisong PAN Bo JIA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/09/01
Vol. E97-D  No. 9 ; pp. 2522-2525
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
universumfeature selectionsocial mediasemi-supervised learning
 Summary | Full Text:PDF(198.2KB)

Semi-Supervised Learning via Geodesic Weighted Sparse Representation
Jianqiao WANG Yuehua LI Jianfei CHEN Yuanjiang LI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/06/01
Vol. E97-D  No. 6 ; pp. 1673-1676
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
label estimategeodesic distancesparse reconstructionsemi-supervised learning
 Summary | Full Text:PDF(420.3KB)

Semi-Supervised Nonparametric Discriminant Analysis
Xianglei XING Sidan DU Hua JIANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2013/02/01
Vol. E96-D  No. 2 ; pp. 375-378
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
semi-supervised learningnonparametric discriminant analysismanifold learning
 Summary | Full Text:PDF(367.8KB)

Early Stopping Heuristics in Pool-Based Incremental Active Learning for Least-Squares Probabilistic Classifier
Tsubasa KOBAYASHI Masashi SUGIYAMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/08/01
Vol. E95-D  No. 8 ; pp. 2065-2073
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
pool-based incremental active learningearly stoppingleast-squares probabilistic classifiersemi-supervised learning
 Summary | Full Text:PDF(2MB)

Learning to Generate a Table-of-Contents with Supportive Knowledge
Viet Cuong NGUYEN Le Minh NGUYEN Akira SHIMAZU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/03/01
Vol. E94-D  No. 3 ; pp. 423-431
Type of Manuscript:  Special Section PAPER (Special Section on Knowledge Discovery, Data Mining and Creativity Support System)
Category: 
Keyword: 
text summarizationsupportive knowledgesemi-supervised learning
 Summary | Full Text:PDF(572.9KB)

Laplacian Support Vector Machines with Multi-Kernel Learning
Lihua GUO Lianwen JIN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/02/01
Vol. E94-D  No. 2 ; pp. 379-383
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
semi-supervised learningmanifold regularizationmulti-kernel learningLaplacian support vector machine
 Summary | Full Text:PDF(718.3KB)

A Semi-Supervised Approach to Perceived Age Prediction from Face Images
Kazuya UEKI Masashi SUGIYAMA Yasuyuki IHARA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2010/10/01
Vol. E93-D  No. 10 ; pp. 2875-2878
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
perceived age estimationactive learningweighted regressionsemi-supervised learningmanifold regularizationhuman age perception
 Summary | Full Text:PDF(199KB)

On Computational Issues of Semi-Supervised Local Fisher Discriminant Analysis
Masashi SUGIYAMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2009/05/01
Vol. E92-D  No. 5 ; pp. 1204-1208
Type of Manuscript:  LETTER
Category: Artificial Intelligence and Cognitive Science
Keyword: 
dimensionality reductionsemi-supervised learningsemi-supervised local Fisher discriminant analysissparsitygeneralized eigenvalue problem
 Summary | Full Text:PDF(94.1KB)