Transductive ordinal regression

Transductive ordinal regression

Ordinal regression is commonly formulated as a multiclass problem with ordinal constraints. The challenge of designing accurate classifiers for ordinal regression generally increases with the number of classes involved, due to the large number of labeled patterns that are needed. The availability of...

Saved in:

書目詳細資料
Main Authors:	Seah, Chun-Wei, Tsang, Ivor Wai-Hung, Ong, Yew Soon
其他作者:	School of Computer Engineering
格式:	Article
語言:	English
出版:	2013
主題:	DRNTU::Engineering::Computer science and engineering
在線閱讀:	https://hdl.handle.net/10356/99141 http://hdl.handle.net/10220/13515
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!
機構:	Nanyang Technological University
語言:	English

相似書籍

Ordinal regression based on data relationship
由: Liu, Yanzhu
出版: (2019)

Laplacian embedded regression for scalable manifold regularization
由: Chen, Lin, et al.
出版: (2013)

Pareto rank learning in multi-objective evolutionary algorithms
由: Seah, Chun-Wei, et al.
出版: (2013)

Learning target predictive function without target labels
由: Seah, Chun-Wei, et al.
出版: (2013)

A feature selection method for multivariate performance measures
由: Mao, Qi, et al.
出版: (2013)

Tracing retinal vessel trees by transductive inference
由: De, Jaydeep, et al.
出版: (2014)

Domain transfer multiple kernel learning
由: Duan, Lixin, et al.
出版: (2013)

Domain adaptation from multiple sources : a domain-dependent regularization approach
由: Duan, Lixin, et al.
出版: (2013)

Handling ambiguity via input-output kernel learning
由: Xu, Xinxing, et al.
出版: (2013)

Signscape : signal transduction networks visualization application
由: Tan, Huiyi
出版: (2014)

Transductive transfer learning for visual recognition
由: Huang, Jiaxing
出版: (2023)

Relevance vector machine based infinite decision agent ensemble learning for credit risk analysis
由: Li, Shukai, et al.
出版: (2013)

Uncluttered domain sub-similarity modeling for transfer regression
由: Wei, Pengfei, et al.
出版: (2020)

Batch mode adaptive multiple instance learning for computer vision tasks
由: Li, Wen, et al.
出版: (2013)

Tag-based image retrieval improved by augmented features and group-based refinement
由: Chen, Lin, et al.
出版: (2013)

Co-labeling : a new multi-view learning approach for ambiguous problems
由: Duan, Lixin, et al.
出版: (2013)

Ordinal regression analyses of breastfeeding duration in the Philippines
由: Abolencia, Jesper L., et al.
出版: (2014)

Pixel-wise ordinal classification for salient object grading
由: Liu, Yanzhu, et al.
出版: (2022)

Visual event recognition in videos by learning from web data
由: Duan, Lixin, et al.
出版: (2013)

Memetic search with interdomain learning : a realization between CVRP and CARP
由: Feng, Liang, et al.
出版: (2021)

Large-scale heteroscedastic regression via Gaussian process
由: Liu, Haitao, et al.
出版: (2022)

Memes as building blocks : a case study on evolutionary optimization + transfer learning for routing problems
由: Feng, Liang, et al.
出版: (2021)

Adaptive transfer kernel learning for transfer Gaussian process regression
由: Wei, Pengfei, et al.
出版: (2023)

Remarks on multi-output Gaussian process regression
由: Liu, Haitao, et al.
出版: (2020)

Easy-but-effective domain sub-similarity learning for transfer regression
由: Wei, Pengfei, et al.
出版: (2021)

Self-trained deep ordinal regression for end-to-end video anomaly detection
由: PANG, Guansong, et al.
出版: (2020)

Domain adaption via feature selection on explicit feature map
由: Deng, Wan-Yu, et al.
出版: (2020)

Understanding and comparing scalable Gaussian process regression for big data
由: Liu, Haitao, et al.
出版: (2020)

Multi co-objective evolutionary optimization : cross surrogate augmentation for computationally expensive problems
由: Le, Minh Nghia, et al.
出版: (2013)

Cellular automata simulation of signal transduction and calcium dynamics with healthy and faulty receptor trafficking
由: Chontita Rattanakul, et al.
出版: (2018)

Transduction on directed graphs via absorbing random walks
由: De, Jaydeep, et al.
出版: (2020)

Towards ultrahigh dimensional feature selection for big data
由: Tan, Mingkui, et al.
出版: (2014)

Fast transfer Gaussian process regression with large-scale sources
由: Da, Bingshui, et al.
出版: (2020)

Multilabel prediction via cross-view search
由: Shen, Xiaobo, et al.
出版: (2020)

Gaussian process on regression
由: Lee, Kenneth Jing Wei
出版: (2023)

Multifeature Extreme Ordinal Ranking Machine for Facial Age Estimation
由: Zhao, Wei, et al.
出版: (2015)

(k, e)-anonymous for ordinal data
由: Surapon Riyana, et al.
出版: (2018)

Mechanochemical transduction of cells on extracellular matrix protein.
由: Chan, Jia Hui.
出版: (2010)

Mechanochemical transduction of cells on extracellular matrix proteins.
由: Ho, Benjamin Si Yuan.
出版: (2009)

Learning cross-domain semantic-visual relationships for transductive zero-shot learning
由: Lv, Fengmao, et al.
出版: (2023)