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Keyword

missing labels

Description: Unavailable class labels in supervised or multi-label learning, requiring methods that account for incomplete annotation.
OpenAlex ID: keywords/missing-labels
Multi-Label Learning with Global and Local Label Correlation
2017 · Yue Zhu, James T. Kwok, et al. · IEEE Transactions on Knowledge and Data Engineering · 414
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Large-scale Multi-label Learning with Missing Labels
2013 · Yu, Hsiang-Fu, Jain, Prateek, et al. · arXiv (Cornell University) · 396
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Extreme Multi-label Loss Functions for Recommendation, Tagging, Ranking & Other Missing Label Applications
2016 · Himanshu Jain, Yashoteja Prabhu, et al. · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 278
Learning Deep Latent Space for Multi-Label Classification
2017 · Chih-Kuan Yeh, Wei-Chieh Wu, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 246
Feature Selection With Missing Labels Using Multilabel Fuzzy Neighborhood Rough Sets and Maximum Relevance Minimum Redundancy
2021 · Lin Sun, Tengyu Yin, et al. · IEEE Transactions on Fuzzy Systems · 177
Improving multi-label classification with missing labels by learning label-specific features
2019 · Jun Huang, Feng Qin, et al. · Information Sciences · 175
Multi-label feature selection with missing labels
2017 · Pengfei Zhu, Qian Xu, et al. · Pattern Recognition · 171
SVM based multi-label learning with missing labels for image annotation
2018 · Yang Liu, Kaiwen Wen, et al. · Pattern Recognition · 150
Incomplete Multi-View Weak-Label Learning
2018 · Qiaoyu Tan, Guoxian Yu, et al. · International Joint Conference on Artificial Intelligence · 142
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Deep Double Incomplete Multi-View Multi-Label Learning With Incomplete Labels and Missing Views
2023 · Jie Wen, Chengliang Liu, et al. · IEEE Transactions on Neural Networks and Learning Systems · 140
Outlier Detection with the Kernelized Spatial Depth Function
2008 · Yixin Chen, Xin Dang, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 123
Context Recognition In-the-Wild
2018 · Yonatan Vaizman, Nadir Weibel, et al. · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 121
Multi-label learning with missing labels for image annotation and facial action unit recognition
2015 · Baoyuan Wu, Siwei Lyu, et al. · Pattern Recognition · 119
Multi-Label Learning from Single Positive Labels
2021 · Elijah Cole, Oisin Mac Aodha, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 117
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ML-MG: Multi-label Learning with Missing Labels Using a Mixed Graph
2015 · Baoyuan Wu, Siwei Lyu, et al. · IEEE International Conference on Computer Vision (ICCV) · 111
Learning Low-Rank Label Correlations for Multi-label Classification with Missing Labels
2014 · Linli Xu, Zhen Wang, et al. · Proceedings · 111
Multi-label Learning with Missing Labels
2014 · Baoyuan Wu, Zhilei Liu, et al. · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 111
A Concise Yet Effective Model for Non-Aligned Incomplete Multi-View and Missing Multi-Label Learning
2021 · Xiang Li, Songcan Chen · IEEE Transactions on Pattern Analysis and Machine Intelligence · 109
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Joint multi-label classification and label correlations with missing labels and feature selection
2018 · Zhi-Fen He, Ming Yang, et al. · Knowledge-Based Systems · 94
Multilabel Classification using Bayesian Compressed Sensing
2012 · Ashish Kapoor, Raajay Viswanathan, et al. · 92
The rendezvous algorithm
2007 · Arik Azran · International Conference on Machine Learning · 92
Multi-label Learning with Missing Labels Using Mixed Dependency Graphs
2018 · Baoyuan Wu, Fan Jia, et al. · International Journal of Computer Vision · 91
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Examining Image-Based Button Labeling for Accessibility in Android Apps through Large-Scale Analysis
2018 · Anne Spencer Ross, Xiaoyi Zhang, et al. · International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS) · 89
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FedMultimodal: A Benchmark for Multimodal Federated Learning
2023 · Tiantian Feng, Digbalay Bose, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 87
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Unsupervised fuzzy-rough set-based dimensionality reduction
2012 · Neil Mac Parthaláin, Richard Jensen · Information Sciences · 87
Works count: 588
Citation count: 8,487
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