Search results for "label"

Hits ?▲	Authors	Title	Venue	Year	Link
14	Cheng-Yu Hsieh, Wei-I Lin, Miao Xu, Gang Niu 0001, Hsuan-Tien Lin, Masashi Sugiyama	Active Refinement for Multi-Label Learning: A Pseudo-Label Approach.	CoRR	2021	DBLP BibTeX RDF
14	Tam Nguyen, Raviv Raich	Active Learning in Incomplete Label Multiple Instance Multiple Label Learning.	CoRR	2021	DBLP BibTeX RDF
14	Tingting Zhai, Hongcheng Tang, Hao Wang	Adaptive label thresholding methods for online multi-label classification.	CoRR	2021	DBLP BibTeX RDF
14	Junhyung Kim, Byungyoon Park, Charmgil Hong	Multi-Scale Label Relation Learning for Multi-Label Classification Using 1-Dimensional Convolutional Neural Networks.	CoRR	2021	DBLP BibTeX RDF
14	Claudio Bellei, Hussain Alattas, Nesrine Kaaniche	Label-GCN: An Effective Method for Adding Label Propagation to Graph Convolutional Networks.	CoRR	2021	DBLP BibTeX RDF
14	Hongxin Wei, Lue Tao, Renchunzi Xie, Bo An 0001	Open-set Label Noise Can Improve Robustness Against Inherent Label Noise.	CoRR	2021	DBLP BibTeX RDF
14	Soumya Chatterjee 0002, Ayush Maheshwari, Ganesh Ramakrishnan, Saketha Nath Jagaralpudi	Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification.	CoRR	2021	DBLP BibTeX RDF
14	Ximing Zhang, Qian-Wen Zhang, Zhao Yan, Ruifang Liu, Yunbo Cao	Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning.	CoRR	2021	DBLP BibTeX RDF
14	Anwesha Law, Ashish Ghosh	Improved Multi-label Classification with Frequent Label-set Mining and Association.	CoRR	2021	DBLP BibTeX RDF
14	Guangyi Lin, KunHong Liu 0001, Beizhan Wang, Xiaoyan Zhang	Partial label learning based on label distributions and error-correcting output codes.	Soft Comput.	2021	DBLP DOI BibTeX RDF
14	Lulu Zhang, Yusheng Cheng, Yibin Wang 0002, Gensheng Pei	Feature-label dual-mapping for missing label-specific features learning.	Soft Comput.	2021	DBLP DOI BibTeX RDF
14	Dawei Zhao, Qingwei Gao, Yixiang Lu, Dong Sun 0003	Two-step multi-view and multi-label learning with missing label via subspace learning.	Appl. Soft Comput.	2021	DBLP DOI BibTeX RDF
14	Min-Ling Zhang, Jun-Peng Fang	Partial Multi-Label Learning via Credible Label Elicitation.	IEEE Trans. Pattern Anal. Mach. Intell.	2021	DBLP DOI BibTeX RDF
14	Xiaohu Xu, Sriganesh Kini, Peter Psenak, Clarence Filsfils, Stephane Litkowski, Matthew Bocci	Signaling Entropy Label Capability and Entropy Readable Label Depth Using IS-IS.	RFC	2021	DBLP DOI BibTeX RDF
14	Xiaohu Xu, Sriganesh Kini, Peter Psenak, Clarence Filsfils, Stephane Litkowski, Matthew Bocci	Signaling Entropy Label Capability and Entropy Readable Label Depth Using OSPF.	RFC	2021	DBLP DOI BibTeX RDF
14	Xuandong Long, Wenbin Qian, Yinglong Wang, Wenhao Shu	Cost-sensitive feature selection on multi-label data via neighborhood granularity and label enhancement.	Appl. Intell.	2021	DBLP DOI BibTeX RDF
14	Yan-Nan Chen, Wei Weng 0002, Shunxiang Wu, Baihua Chen, Yu-Ling Fan, Jinghua Liu	An efficient stacking model with label selection for multi-label classification.	Appl. Intell.	2021	DBLP DOI BibTeX RDF
14	Yuanyuan Guan, Wenhui Li 0002, Boxiang Zhang, Bing Han, Manglai Ji	Multi-label classification by formulating label-specific features from simultaneous instance level and feature level.	Appl. Intell.	2021	DBLP DOI BibTeX RDF
14	Ziheng Chen, Jiangtao Ren	Multi-label text classification with latent word-wise label information.	Appl. Intell.	2021	DBLP DOI BibTeX RDF
14	Niloofar Rastin, Mansoor Zolghadri Jahromi, Mohammad Taheri	Feature weighting to tackle label dependencies in multi-label stacking nearest neighbor.	Appl. Intell.	2021	DBLP DOI BibTeX RDF
14	Shabnam Nazmi, Xuyang Yan, Abdollah Homaifar, Mohd Anwar	Multi-label classification with local pairwise and high-order label correlations using graph partitioning.	Knowl. Based Syst.	2021	DBLP DOI BibTeX RDF
14	Reshma Rastogi, Sayed Mortaza	Multi-label classification with Missing Labels using Label Correlation and Robust Structural Learning.	Knowl. Based Syst.	2021	DBLP DOI BibTeX RDF
14	Min Wang 0031, Hong-Tian Yu, Fan Min 0001	Noise label learning through label confidence statistical inference.	Knowl. Based Syst.	2021	DBLP DOI BibTeX RDF
14	Xiaoya Che, Degang Chen 0002, Jusheng Mi	Feature distribution-based label correlation in multi-label classification.	Int. J. Mach. Learn. Cybern.	2021	DBLP DOI BibTeX RDF
14	Hang Dong 0002, Víctor Suárez-Paniagua, William Whiteley, Honghan Wu	Explainable automated coding of clinical notes using hierarchical label-wise attention networks and label embedding initialisation.	J. Biomed. Informatics	2021	DBLP DOI BibTeX RDF
14	Michael Rapp, Eneldo Loza Mencía, Johannes Fürnkranz, Eyke Hüllermeier	Gradient-Based Label Binning in Multi-label Classification.	ECML/PKDD (3)	2021	DBLP DOI BibTeX RDF
14	Luca Piras 0002, Ludovico Boratto, Guilherme Ramos	Evaluating the Prediction Bias Induced by Label Imbalance in Multi-label Classification.	CIKM	2021	DBLP DOI BibTeX RDF
14	Jihyeon Song, Bongki Moon	Decoupled Instance-label Extreme Multi-label Classification with Skew Coordinate Feature Space.	ICDE	2021	DBLP DOI BibTeX RDF
14	Tingting Yu, Tao Li, Xiaomeng Wang	Multi-label Text Classification with Label Correction under Noise.	ICCPR	2021	DBLP DOI BibTeX RDF
14	Tianqi Ji, Jun Li 0033, Jianhua Xu	A Globally Optimal Label Selection Method via Genetic Algorithm for Multi-label Classification.	DEXA (2)	2021	DBLP DOI BibTeX RDF
14	Xiangrong Zhang, Shouping Shan, Jing Gu, Xu Tang, Licheng Jiao	Multi-label Aerial Image Classification via Adjacency-Based Label and Feature Co-embedding.	CICAI	2021	DBLP DOI BibTeX RDF
14	Masanao Matsumoto, Keisuke Maeda, Naoki Saito 0006, Takahiro Ogawa 0001, Miki Haseyama	Multi-Modal Label Dequantized Gaussian Process Latent Variable Model for Ordinal Label Estimation.	ICASSP	2021	DBLP DOI BibTeX RDF
14	Hao Guo, Xiangyang Li, Lei Zhang, Jia Liu, Wei Chen	Label-Aware Text Representation for Multi-Label Text Classification.	ICASSP	2021	DBLP DOI BibTeX RDF
14	Rui Zhao, Xiao Wei 0002, Cong Ding 0011, Yongqi Chen	Hierarchical Multi-label Text Classification: Self-adaption Semantic Awareness Network Integrating Text Topic and Label Level Information.	KSEM	2021	DBLP DOI BibTeX RDF
14	Serafín Moral-García, Francisco Javier García Castellano, Carlos Javier Mantas, Joaquín Abellán	Using Credal C4.5 for Calibrated Label Ranking in Multi-Label Classification.	ISIPTA	2021	DBLP BibTeX RDF
14	Hui Liu 0033, Danqing Zhang, Bing Yin, Xiaodan Zhu 0001	Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning.	NAACL-HLT	2021	DBLP DOI BibTeX RDF
14	Haoran Yang, Wanjing Zhang, Wai Lam	A Two-Stage Training Framework with Feature-Label Matching Mechanism for Learning from Label Proportions.	ACML	2021	DBLP BibTeX RDF
14	Tong Wei 0001, Jiang-Xin Shi, Yu-Feng Li	Probabilistic Label Tree for Streaming Multi-Label Learning.	KDD	2021	DBLP DOI BibTeX RDF
14	Ting Pu, Shiqun Yin, Wenwen Li, Wenqiang Xu	Graph Convolutional Network Exploring Label Relations for Multi-label Text Classification.	PRICAI (2)	2021	DBLP DOI BibTeX RDF
14	Shiqiao Gu, Liu Yang, Yaning Li, Hui Li 0069	Multi-label Learning by Exploiting Imbalanced Label Correlations.	PRICAI (2)	2021	DBLP DOI BibTeX RDF
14	Xiaolin Zhu, Yuanyuan Tao, Jun Li 0033, Jianhua Xu	Multi-label Feature Selection Algorithm via Maximizing Label Correlation-Aware Relevance and Minimizing Redundance with Mutation Binary Particle Swarm Optimization.	DaWaK	2021	DBLP DOI BibTeX RDF
14	Guoqing Zheng, Ahmed Hassan Awadallah, Susan T. Dumais	Meta Label Correction for Noisy Label Learning.	AAAI	2021	DBLP DOI BibTeX RDF
14	Yan Yan 0025, Yuhong Guo	Adversarial Partial Multi-Label Learning with Label Disambiguation.	AAAI	2021	DBLP DOI BibTeX RDF
14	Wenting Zhao 0002, Shufeng Kong, Junwen Bai, Daniel Fink 0002, Carla P. Gomes	HOT-VAE: Learning High-Order Label Correlation for Multi-Label Classification via Attention-Based Variational Autoencoders.	AAAI	2021	DBLP DOI BibTeX RDF
14	Julian Lienen, Eyke Hüllermeier	From Label Smoothing to Label Relaxation.	AAAI	2021	DBLP DOI BibTeX RDF
14	Lin Xiao, Xiangliang Zhang 0001, Liping Jing, Chi Huang, Mingyang Song	Does Head Label Help for Long-Tailed Multi-Label Text Classification.	AAAI	2021	DBLP DOI BibTeX RDF
14	Bo Li, Qiang Zheng, Kun Zhao, Honglun Li, Chaoqing Ma, Shuanhu Wu, Xiangrong Tong	Multi-atlas Segmentation Combining Multi-task Local Label Learning and Semi-supervised Label Propagation.	ICIG (2)	2021	DBLP DOI BibTeX RDF
14	Cristina Gallego Vázquez, Alexander Breuss, Oriella Gnarra, Julian Portmann, Giulia Da Poian	Two Will Do: CNN With Asymmetric Loss, Self-Learning Label Correction, and Hand-Crafted Features for Imbalanced Multi-Label ECG Data Classification.	CinC	2021	DBLP DOI BibTeX RDF
14	Soumya Chatterjee 0002, Ayush Maheshwari, Ganesh Ramakrishnan, Saketha Nath Jagaralpudi	Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification.	EACL	2021	DBLP DOI BibTeX RDF
14	Alexandre Bailly, Corentin Blanc, Thierry Guillotin	Classification multi-label de cas cliniques avec CamemBERT (Multi-label classification of clinical cases with CamemBERT ).	TALN (DEFT)	2021	DBLP BibTeX RDF
14	Liwen Peng, Xiaolin Zhu, Zhang Yun	Multi-label Learning By exploiting Correlations of Label Subsets.	ICIT	2021	DBLP DOI BibTeX RDF
14	Beatriz Quintino Ferreira, João Paulo Costeira, João Pedro Gomes	Explainable Noisy Label Flipping for Multi-Label Fashion Image Classification.	CVPR Workshops	2021	DBLP BibTeX RDF
14	Kevin Duarte, Yogesh S. Rawat, Mubarak Shah	PLM: Partial Label Masking for Imbalanced Multi-Label Classification.	CVPR Workshops	2021	DBLP BibTeX RDF
14	Chenchen Ye 0002, Linhai Zhang, Yulan He 0001, Deyu Zhou, Jie Wu	Beyond Text: Incorporating Metadata and Label Structure for Multi-Label Document Classification using Heterogeneous Graphs.	EMNLP (1)	2021	DBLP DOI BibTeX RDF
14	Hongxin Wei, Lue Tao, Renchunzi Xie, Bo An 0001	Open-set Label Noise Can Improve Robustness Against Inherent Label Noise.	NeurIPS	2021	DBLP BibTeX RDF
14	Yizhen Jing, Youfang Lin, Yiji Zhao, Zhihao Wu 0001	Label Distribution Learning by Mining Local Label Correlations in Self-regulating Clusters Independent of Sample Distance.	IJCNN	2021	DBLP DOI BibTeX RDF
14	Gui-Lin Li, Heng-Ru Zhang, Yuanyuan Xu 0003, Ya-Lan Lv, Fan Min 0001	Label Distribution Learning by Exploiting Feature-Label Correlations Locally.	ICBK	2021	DBLP DOI BibTeX RDF
14	Dou El Kefel Mansouri, Khalid Benabdeslem	Towards Multi-label Feature Selection by Instance and Label Selections.	PAKDD (2)	2021	DBLP DOI BibTeX RDF
14	Shucan Pan, Wenchao Jiang, Sui Lin, Dongjun Ning	A Label Propagation Algorithm Combining Eigenvector Centrality and Label Entropy.	DMBD (1)	2021	DBLP DOI BibTeX RDF
14	Zhiyuan Peng 0001, Behnoush Abdollahi, Min Xie 0002, Yi Fang 0008	Multi-label Classification of Short Texts with Label Correlated Recurrent Neural Networks.	ICTIR	2021	DBLP DOI BibTeX RDF
14	Jingzhou Chen, Yuntao Qian	Hierarchical Multi-Label Ship Recognition in Remote Sensing Images Using Label Relation Graphs.	IGARSS	2021	DBLP DOI BibTeX RDF
14	Pengfei Chen 0003, Guangyong Chen, Junjie Ye, Jingwei Zhao, Pheng-Ann Heng	Noise against noise: stochastic label noise helps combat inherent label noise.	ICLR	2021	DBLP BibTeX RDF
14	Tianyi Zhou 0001, Shengjie Wang, Jeff A. Bilmes	Robust Curriculum Learning: from clean label detection to noisy label self-correction.	ICLR	2021	DBLP BibTeX RDF
14	Yan Yan 0025, Yuhong Guo	Multi-level Generative Models for Partial Label Learning with Non-random Label Noise.	IJCAI	2021	DBLP DOI BibTeX RDF
14	Junshuang Wu, Richong Zhang, Yongyi Mao, Masoumeh Soflaei Shahrbabak, Jinpeng Huai	Hierarchical Modeling of Label Dependency and Label Noise in Fine-grained Entity Typing.	IJCAI	2021	DBLP DOI BibTeX RDF
14	Jing Wang 0113, Xin Geng 0001	Learn the Highest Label and Rest Label Description Degrees.	IJCAI	2021	DBLP DOI BibTeX RDF
14	Tianqi Ji, Jun Li 0033, Jianhua Xu	Label Selection Algorithm Based on Boolean Interpolative Decomposition with Sequential Backward Selection for Multi-label Classification.	ICDAR (2)	2021	DBLP DOI BibTeX RDF
14	Lianxi Wang 0001, Xiaotian Lin, Nankai Lin	Research on Pseudo-label Technology for Multi-label News Classification.	ICDAR (2)	2021	DBLP DOI BibTeX RDF
14	Siming Lian, Jianwei Liu 0006	Abstracting Inter-instance Relations and Inter-label Correlation Simultaneously for Sparse Multi-label.	ICONIP (5)	2021	DBLP DOI BibTeX RDF
14	Jing Zhang, PeiXian Ding, Shuai Fang	Multi-label Classification of Hyperspectral Images Based on Label-Specific Feature Fusion.	ICONIP (3)	2021	DBLP DOI BibTeX RDF
14	Ximing Zhang, Qian-Wen Zhang, Zhao Yan, Ruifang Liu, Yunbo Cao	Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning.	ACL/IJCNLP (Findings)	2021	DBLP DOI BibTeX RDF
14	Qianwen Ma, Chunyuan Yuan, Wei Zhou 0019, Songlin Hu	Label-Specific Dual Graph Neural Network for Multi-Label Text Classification.	ACL/IJCNLP (1)	2021	DBLP DOI BibTeX RDF
14	Mohamed Mroueh	Classification évidentielle mono- et multi-label : application à la détection de maladies cardio-vasculaires. (Evidential mono- and multi-label classification : Application to cardiovascular diseases detection).		2021	RDF
14	Xiaoya Che, Degang Chen 0002, Ju-Sheng Mi	A novel approach for learning label correlation with application to feature selection of multi-label data.	Inf. Sci.	2020	DBLP DOI BibTeX RDF
14	Jun Huang 0003, Pingzhao Zhang, Huiyi Zhang, Guorong Li, Haowei Rui	Multi-Label Learning via Feature and Label Space Dimension Reduction.	IEEE Access	2020	DBLP DOI BibTeX RDF
14	Linkun Cai, Yu Song, Tao Liu, Kunli Zhang	A Hybrid BERT Model That Incorporates Label Semantics via Adjustive Attention for Multi-Label Text Classification.	IEEE Access	2020	DBLP DOI BibTeX RDF
14	Sung-Chiang Lin, Chih-Jou Chen, Tsung-Ju Lee	A Multi-Label Classification With Hybrid Label-Based Meta-Learning Method in Internet of Things.	IEEE Access	2020	DBLP DOI BibTeX RDF
14	Wei Weng 0002, Dahan Wang, Chin-Ling Chen, Juan Wen, Shunxiang Wu	Label Specific Features-Based Classifier Chains for Multi-Label Classification.	IEEE Access	2020	DBLP DOI BibTeX RDF
14	Xiuyi Jia, Sai-Sai Zhu, Wei-Wei Li	Joint Label-Specific Features and Correlation Information for Multi-Label Learning.	J. Comput. Sci. Technol.	2020	DBLP DOI BibTeX RDF
14	Yachong Li, Youlong Yang	Label Embedding for Multi-label Classification Via Dependence Maximization.	Neural Process. Lett.	2020	DBLP DOI BibTeX RDF
14	Qing Li 0058, Xiaojiang Peng, Yu Qiao 0001, Qiang Peng	Learning label correlations for multi-label image recognition with graph networks.	Pattern Recognit. Lett.	2020	DBLP DOI BibTeX RDF
14	Smail Sellah, Vincent Hilaire	Label Clustering for a Novel Problem Transformation in Multi-label Classification.	J. Univers. Comput. Sci.	2020	DBLP BibTeX RDF
14	S. K. Hong, Jae-Gil Lee 0001	DTranNER: biomedical named entity recognition with deep learning-based label-label transition model.	BMC Bioinform.	2020	DBLP DOI BibTeX RDF
14	Baolin Guo, Hong Tao, Chenping Hou, Dongyun Yi	Semi-supervised multi-label feature learning via label enlarged discriminant analysis.	Knowl. Inf. Syst.	2020	DBLP DOI BibTeX RDF
14	Shabnam Nazmi, Xuyang Yan, Abdollah Homaifar, Emily A. Doucette	Evolving multi-label classification rules by exploiting high-order label correlations.	Neurocomputing	2020	DBLP DOI BibTeX RDF
14	Ke Cheng, Shang Gao 0001, Wenlu Dong, Xibei Yang, Qi Wang, Hualong Yu	Boosting label weighted extreme learning machine for classifying multi-label imbalanced data.	Neurocomputing	2020	DBLP DOI BibTeX RDF
14	Yun Zhang 0019, Yongguo Liu, Qiaoqin Li, Rongjiang Jin, Chuanbiao Wen	LILPA: A label importance based label propagation algorithm for community detection with application to core drug discovery.	Neurocomputing	2020	DBLP DOI BibTeX RDF
14	Wei Weng 0002, Yan-Nan Chen, Chin-Ling Chen, Shunxiang Wu, Jinghua Liu	Non-sparse label specific features selection for multi-label classification.	Neurocomputing	2020	DBLP DOI BibTeX RDF
14	Jinghua Liu, Yuwen Li, Wei Weng 0002, Jia Zhang, Baihua Chen, Shunxiang Wu	Feature selection for multi-label learning with streaming label.	Neurocomputing	2020	DBLP DOI BibTeX RDF
14	Shangfei Wang, Guozhu Peng, Zhuangqiang Zheng	Capturing Joint Label Distribution for Multi-Label Classification Through Adversarial Learning.	IEEE Trans. Knowl. Data Eng.	2020	DBLP DOI BibTeX RDF
14	Zheng Li 0023, Yang Zhang 0016	Label-Leaks: Membership Inference Attack with Label.	CoRR	2020	DBLP BibTeX RDF
14	Xinyi Zhang, Jiahao Xu, Charlie Soh, Lihui Chen 0001	LA-HCN: Label-based Attention for Hierarchical Multi-label TextClassification Neural Network.	CoRR	2020	DBLP BibTeX RDF
14	Hui Ye, Zhiyu Chen 0001, Da-Han Wang, Brian D. Davison 0001	Pretrained Generalized Autoregressive Model with Adaptive Probabilistic Label Clusters for Extreme Multi-label Text Classification.	CoRR	2020	DBLP BibTeX RDF
14	Bin Liu 0058, Konstantinos Blekas, Grigorios Tsoumakas	Multi-Label Sampling based on Local Label Imbalance.	CoRR	2020	DBLP BibTeX RDF
14	Patrick Schrempf, Hannah Watson, Shadia Mikhael, Maciej Pajak, Matús Falis, Aneta Lisowska, Keith W. Muir, David Harris-Birtill, Alison Q. O'Neil	Paying Per-label Attention for Multi-label Extraction from Radiology Reports.	CoRR	2020	DBLP BibTeX RDF
14	Xiaobo Xia, Tongliang Liu, Bo Han 0003, Nannan Wang 0001, Mingming Gong, Haifeng Liu, Gang Niu 0001, Dacheng Tao, Masashi Sugiyama	Parts-dependent Label Noise: Towards Instance-dependent Label Noise.	CoRR	2020	DBLP BibTeX RDF
14	Michal Lukasik, Srinadh Bhojanapalli, Aditya Krishna Menon, Sanjiv Kumar	Does label smoothing mitigate label noise?	CoRR	2020	DBLP BibTeX RDF
14	Hang Dong 0002, Víctor Suárez-Paniagua, William Whiteley, Honghan Wu	Explainable Automated Coding of Clinical Notes using Hierarchical Label-wise Attention Networks and Label Embedding Initialisation.	CoRR	2020	DBLP BibTeX RDF
14	Jueqing Lu, Lan Du 0002, Ming Liu 0028, Joanna Dipnall	Multi-label Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label Graphs.	CoRR	2020	DBLP BibTeX RDF
14	Kalina Jasinska-Kobus, Marek Wydmuch, Krzysztof Dembczynski, Mikhail Kuznetsov, Róbert Busa-Fekete	Probabilistic Label Trees for Extreme Multi-label Classification.	CoRR	2020	DBLP BibTeX RDF