IEICE Trans

Keyword : semi-supervised learning

Master-Teacher-Student: A Weakly Labelled Semi-Supervised Framework for Audio Tagging and Sound Event Detection Yuzhuo LIU Hangting CHEN Qingwei ZHAO Pengyuan ZHANG
Publication: Publication Date: 2022/04/01 Vol. E105-D No. 4 ; pp. 828-831 Type of Manuscript: LETTER Category: Speech and Hearing Keyword: sound event detection, audio tagging, semi-supervised learning, teacher-student,
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Semi-Supervised Representation Learning via Triplet Loss Based on Explicit Class Ratio of Unlabeled Data Kazuhiko MURASAKI Shingo ANDO Jun SHIMAMURA
Publication: Publication Date: 2022/04/01 Vol. E105-D No. 4 ; pp. 778-784 Type of Manuscript: PAPER Category: Image Recognition, Computer Vision Keyword: semi-supervised learning, representation learning, triplet loss,
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Latent Space Virtual Adversarial Training for Supervised and Semi-Supervised Learning Genki OSADA Budrul AHSAN Revoti PRASAD BORA Takashi NISHIDE
Publication: Publication Date: 2022/03/01 Vol. E105-D No. 3 ; pp. 667-678 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: consistency regularization, adversarial training, image classification, semi-supervised learning, and unsupervised learning,
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Cross-Project Defect Prediction via Semi-Supervised Discriminative Feature Learning Danlei XING Fei WU Ying SUN Xiao-Yuan JING
Publication: Publication Date: 2020/10/01 Vol. E103-D No. 10 ; pp. 2237-2240 Type of Manuscript: LETTER Category: Software Engineering Keyword: cross-project defection prediction, semi-supervised learning, discriminative feature learning,
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Instance Segmentation by Semi-Supervised Learning and Image Synthesis Takeru OBA Norimichi UKITA
Publication: Publication Date: 2020/06/01 Vol. E103-D No. 6 ; pp. 1247-1256 Type of Manuscript: Special Section PAPER (Special Section on Machine Vision and its Applications) Category: Keyword: instance segmentation, semi-supervised learning, 3D CG models, image synthesis,
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Cost-Sensitive and Sparse Ladder Network for Software Defect Prediction Jing SUN Yi-mu JI Shangdong LIU Fei WU
Publication: Publication Date: 2020/05/01 Vol. E103-D No. 5 ; pp. 1177-1180 Type of Manuscript: LETTER Category: Software Engineering Keyword: semi-supervised learning, software defect prediction, ladder network, cost-sensitive learning, sparse auto-encoder,
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Robust Label Prediction via Label Propagation and Geodesic k-Nearest Neighbor in Online Semi-Supervised Learning Yuichiro WADA Siqiang SU Wataru KUMAGAI Takafumi KANAMORI
Publication: Publication Date: 2019/08/01 Vol. E102-D No. 8 ; pp. 1537-1545 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: semi-supervised learning, label propagation, manifold learning, online learning, geodesic distance,
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Network Embedding with Deep Metric Learning Xiaotao CHENG Lixin JI Ruiyang HUANG Ruifei CUI
Publication: Publication Date: 2019/03/01 Vol. E102-D No. 3 ; pp. 568-578 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: deep metric learning, network representation learning, likelihood label, anchor initialization, semi-supervised learning,
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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 recognition, transfer learning, non-negative matrix factorization, semi-supervised learning,
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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 model, Chinese word segmentation and POS tagging, dependency parsing, word internal dependency structure, semi-supervised learning,
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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 classification, collaborative representation, semi-supervised learning, graph construction,
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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: universum, feature selection, social media, semi-supervised learning,
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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 estimate, geodesic distance, sparse reconstruction, semi-supervised learning,
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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 learning, nonparametric discriminant analysis, manifold learning,
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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 learning, early stopping, least-squares probabilistic classifier, semi-supervised learning,
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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 summarization, supportive knowledge, semi-supervised learning,
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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 learning, manifold regularization, multi-kernel learning, Laplacian support vector machine,
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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 estimation, active learning, weighted regression, semi-supervised learning, manifold regularization, human age perception,
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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 reduction, semi-supervised learning, semi-supervised local Fisher discriminant analysis, sparsity, generalized eigenvalue problem,
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