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1. Learning weighted distance metric from group level information and its parallel implementation

作者： Hamidreza Mohebbi ; Yang Mu ; Wei Ding

关键词：Distance learning ; Semi ; supervised learning ; Parallel computing ; GPU accelaration

刊名：Applied Intelligence

出版年：2017

2. Learning a Distance Metric from Relative Comparisons between Quadruplets of Images

作者： Marc T. Law ; Nicolas Thome ; Matthieu Cord

关键词：Metric learning ; Relative attributes ; Web mining ; Change detection

刊名：International Journal of Computer Vision

出版年：2017

3. Semantic classification for hyperspectral image by integrating distance measurement and relevance vector machine

作者： Jun Liu ; Xiran Zhou ; Junyi Huang ; Shuguang Liu ; Huali Li ; Shan Wen…

关键词：Semantic classification ; Hyperspectral image ; Relevance vector machine ; Multi ; distance learning with multiple dimensions

刊名：Multimedia Systems

出版年：2017

4. Trading off Distance Metrics vs Accuracy in Incremental Learning Algorithms

关键词：Distance metrics ; Instance ; based learning ; Nearest neighbor ; Incremental learning ; Incremental Hypersphere Classifier (IHC)

刊名：Lecture Notes in Computer Science

出版年：2017

5. A Recommender Model in E-learning Environment

作者： Outmane Bourkoukou ; Essaid El Bachari…

关键词：E ; learning ; Recommender system ; Data sets ; Collaborative filtering ; Learning objects

刊名：Arabian Journal for Science and Engineering

出版年：2017

6. Semi-supervised self-training for decision tree classifiers

作者： Jafar Tanha ; Maarten van Someren…

关键词：Semi ; supervised learning ; Self ; training ; Ensemble learning ; Decision tree learning

刊名：International Journal of Machine Learning and Cybernetics

出版年：2017

7. Binary Vectors for Fast Distance and Similarity Estimation

作者： D. A. Rachkovskij

关键词：distance ; similarity ; embedding ; sketch ; random projection ; sampling ; binarization ; quantization ; Johnson–Lindenstrauss lemma ; kernel similarity ; similarity search ; locality ; sensitive hashing

刊名：Cybernetics and Systems Analysis

出版年：2017

8. Metric Learning for Multi-atlas based Segmentation of Hippocampus

作者： Hancan Zhu ; Hewei Cheng ; Xuesong Yang ; Yong Fan

关键词：Multi ; atlas image segmentation ; Hippocampus segmentation ; Metric learning ; Label fusion

刊名：Neuroinformatics

出版年：2017

9. Content-Based Image Retrieval System for Pulmonary Nodules: Assisting Radiologists in Self-Learning and Diagnosis of Lung Cancer

作者： Ashis Kumar Dhara ; Sudipta Mukhopadhyay ; Anirvan Dutta…

关键词：CT images ; Content ; based image retrieval ; Diagnosis of lung cancer ; Lung cancer ; Pulmonary nodules ; Self ; learning tool of radiology ; CBIR based CAD system

刊名：Journal of Digital Imaging

出版年：2017

10. Toward value difference metric with attribute weighting

作者： Chaoqun Li ; Liangxiao Jiang ; Hongwei Li ; Jia Wu…

关键词：Distance metric learning ; Value difference metric ; Attribute weighting ; Mutual information

刊名：Knowledge and Information Systems

出版年：2017

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