Keyword : active learning


Corpus Expansion for Neural CWS on Microblog-Oriented Data with λ-Active Learning Approach
Jing ZHANG Degen HUANG Kaiyu HUANG Zhuang LIU Fuji REN 
Publication:   
Publication Date: 2018/03/01
Vol. E101-D  No. 3 ; pp. 778-785
Type of Manuscript:  PAPER
Category: Natural Language Processing
Keyword: 
Chinese word segmentationactive learningdeep neural networkscorpus expansion
 Summary | Full Text:PDF(1.1MB)

Active Learning Using Phone-Error Distribution for Speech Modeling
Hiroko MURAKAMI Koichi SHINODA Sadaoki FURUI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/10/01
Vol. E95-D  No. 10 ; pp. 2486-2494
Type of Manuscript:  PAPER
Category: Speech and Hearing
Keyword: 
active learningspeaker adaptationacoustic modelingphone error distributionKullback-Leibler divergence
 Summary | Full Text:PDF(1.1MB)

Active Learning for Software Defect Prediction
Guangchun LUO Ying MA Ke QIN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/06/01
Vol. E95-D  No. 6 ; pp. 1680-1683
Type of Manuscript:  LETTER
Category: Software Engineering
Keyword: 
machine learningdefect predictionactive learningsupport vector machine
 Summary | Full Text:PDF(146KB)

Multiscale Bagging and Its Applications
Hidetoshi SHIMODAIRA Takafumi KANAMORI Masayoshi AOKI Kouta MINE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/10/01
Vol. E94-D  No. 10 ; pp. 1924-1932
Type of Manuscript:  Special Section PAPER (Special Section on Information-Based Induction Sciences and Machine Learning)
Category: 
Keyword: 
baggingactive learningconfidence levelclassification
 Summary | Full Text:PDF(1.9MB)

Committee-Based Active Learning for Speech Recognition
Yuzo HAMANAKA Koichi SHINODA Takuya TSUTAOKA Sadaoki FURUI Tadashi EMORI Takafumi KOSHINAKA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/10/01
Vol. E94-D  No. 10 ; pp. 2015-2023
Type of Manuscript:  PAPER
Category: Speech and Hearing
Keyword: 
active learningquery by committeeLVCSRprogressive alignment
 Summary | Full Text:PDF(584KB)

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)

Interactive Learning of Spoken Words and Their Meanings Through an Audio-Visual Interface
Naoto IWAHASHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2008/02/01
Vol. E91-D  No. 2 ; pp. 312-321
Type of Manuscript:  PAPER
Category: Speech and Hearing
Keyword: 
mutli-modal interfaceword acquisitionmulti-media processinginteractive learningactive learningword meaning
 Summary | Full Text:PDF(1015.3KB)

Active Learning with Model Selection -- Simultaneous Optimization of Sample Points and Models for Trigonometric Polynomial Models
Masashi SUGIYAMA Hidemitsu OGAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2003/12/01
Vol. E86-D  No. 12 ; pp. 2753-2763
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
supervised learninggeneralization capabilityactive learningmodel selectiontrigonometric polynomial space
 Summary | Full Text:PDF(966.8KB)

Active Learning for Optimal Generalization in Trigonometric Polynomial Models
Masashi SUGIYAMA Hidemitsu OGAWA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2001/09/01
Vol. E84-A  No. 9 ; pp. 2319-2329
Type of Manuscript:  PAPER
Category: Algorithms and Data Structures
Keyword: 
supervised learningactive learninggeneralization capabilitytrigonometric polynomial spacepseudo orthogonal bases
 Summary | Full Text:PDF(399.2KB)

An Active Learning Algorithm Based on Existing Training Data
Hiroyuki TAKIZAWA Taira NAKAJIMA Hiroaki KOBAYASHI Tadao NAKAMURA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2000/01/25
Vol. E83-D  No. 1 ; pp. 90-99
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
multilayer perceptronsthe network inversion algorithmactive learningclassification problems
 Summary | Full Text:PDF(570.4KB)

Improving Generalization Ability through Active Learning
Sethu VIJAYAKUMAR Hidemitsu OGAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1999/02/25
Vol. E82-D  No. 2 ; pp. 480-487
Type of Manuscript:  PAPER
Category: Bio-Cybernetics and Neurocomputing
Keyword: 
active learningwiener optimization criteriongeneralizationinverse problemtraining data selection
 Summary | Full Text:PDF(294.1KB)