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Siqi Zeng , Remi Tachet des Combes , Han Zhao : Learning Structured Representations by Embedding Class Hierarchy. ICLR 2023 share record
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Muhammad Arslan , Christophe Cruz : Leveraging NLP approaches to define and implement text relevance hierarchy framework for business news classification. KES 2023 : 317-326 export record
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conf/miccai/HamdiESSRHSMHAY23 share record
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Ibraheem Hamdi , Hosam El-Gendy , Ahmed Sharshar , Mohamed Saeed , Muhammad Ridzuan , Shahrukh K. Hashmi , Naveed Syed , Imran Mirza , Shakir Hussain , Amira Mahmoud Abdalla , Mohammad Yaqub : Breaking down the Hierarchy: A New Approach to Leukemia Classification. AMAI@MICCAI 2023 : 104-113 share record
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Xingcheng Fu , Yuecen Wei , Qingyun Sun , Haonan Yuan , Jia Wu , Hao Peng , Jianxin Li : Hyperbolic Geometric Graph Representation Learning for Hierarchy-imbalance Node Classification. WWW 2023 : 460-468 export record
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journals/corr/abs-2303-01064 share record
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Li Wang , Ying Wah Teh , Mohammed Ali Al-Garadi : Adopting the Multi-answer Questioning Task with an Auxiliary Metric for Extreme Multi-label Text Classification Utilizing the Label Hierarchy. CoRR abs/2303.01064 (2023 )export record
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journals/corr/abs-2304-05059 share record
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Xingcheng Fu , Yuecen Wei , Qingyun Sun , Haonan Yuan , Jia Wu , Hao Peng , Jianxin Li : Hyperbolic Geometric Graph Representation Learning for Hierarchy-imbalance Node Classification. CoRR abs/2304.05059 (2023 )export record
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journals/corr/abs-2304-07459 share record
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Anh-Khoa Nguyen Vu , Thanh-Toan Do , Nhat-Duy Nguyen , Vinh-Tiep Nguyen , Thanh Duc Ngo , Tam V. Nguyen : Instance-level Few-shot Learning with Class Hierarchy Mining. CoRR abs/2304.07459 (2023 )export record
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journals/corr/abs-2305-15182 share record
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He Zhu , Chong Zhang , Junjie Huang , Junran Wu , Ke Xu : HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification. CoRR abs/2305.15182 (2023 )export record
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journals/corr/abs-2310-05128 share record
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Simon Chi Lok U , Jie He , Víctor Gutiérrez-Basulto , Jeff Z. Pan : Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification. CoRR abs/2310.05128 (2023 )export record
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journals/corr/abs-2310-20641 share record
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Celal Alagoz : Performance Improvement in Multi-class Classification via Automated Hierarchy Generation and Exploitation through Extended LCPN Schemes. CoRR abs/2310.20641 (2023 )export record
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journals/corr/abs-2311-16650 share record
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Jiahuan Yan , Haojun Gao , Zhang Kai , Weize Liu , Danny Chen , Jian Wu , Jintai Chen : Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification. CoRR abs/2311.16650 (2023 )2022 share record
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Ge Yi , Xianjin Liao , Kelei Tian , Zhen Wang : The semi-classical limit of Davey-Stewartson hierarchy. Appl. Math. Lett. 131 : 108012 (2022 )share record
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Benny Wei-Yun Hsu , Vincent S. Tseng : Hierarchy-aware contrastive learning with late fusion for skin lesion classification. Comput. Methods Programs Biomed. 216 : 106666 (2022 )export record
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journals/concurrency/AsgarnezhadMA22 share record
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Razieh Asgarnezhad , S. Amirhassan Monadjemi , Mohammadreza Soltan Aghaei : A new hierarchy framework for feature engineering through multi-objective evolutionary algorithm in text classification. Concurr. Comput. Pract. Exp. 34 (3 ) (2022 )share record
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Yuchen He , Ruichong Lou , Yun Wang , Jun Wang , Xinyun Fang : A dual attribute weighted decision fusion system for fault classification based on an extended analytic hierarchy process. Eng. Appl. Artif. Intell. 114 : 105066 (2022 )share record
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Xintao Ma , Yuna Hu : Research on the evaluation of museum website utility index based on analytic hierarchy process: a case study of China's national first-class museums. Digit. Scholarsh. Humanit. 37 (2 ) : 517-533 (2022 )share record
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Makoto Fujiwara , Taishi Kurahashi : Refining the arithmetical hierarchy of classical principles. Math. Log. Q. 68 (3 ) : 318-345 (2022 )export record
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journals/tecs/GuptaKSMRYTKIAR22 share record
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Saransh Gupta , Behnam Khaleghi , Sahand Salamat , Justin Morris , Ranganathan Ramkumar , Jeffrey Yu , Aniket Tiwari , Jaeyoung Kang , Mohsen Imani , Baris Aksanli , Tajana Simunic Rosing : Store-n-Learn: Classification and Clustering with Hyperdimensional Computing across Flash Hierarchy. ACM Trans. Embed. Comput. Syst. 21 (3 ) : 22:1-22:25 (2022 )share record
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Alberto Blanco , Alicia Pérez , Arantza Casillas : Exploiting ICD Hierarchy for Classification of EHRs in Spanish Through Multi-Task Transformers. IEEE J. Biomed. Health Informatics 26 (3 ) : 1374-1383 (2022 )share record
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Lu Liu , Tianyi Zhou , Guodong Long , Jing Jiang , Chengqi Zhang : Many-Class Few-Shot Learning on Multi-Granularity Class Hierarchy. IEEE Trans. Knowl. Data Eng. 34 (5 ) : 2293-2305 (2022 )share record
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Zihan Wang , Peiyi Wang , Lianzhe Huang , Xin Sun , Houfeng Wang : Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification. ACL (1) 2022 : 7109-7119 export record
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conf/coling/HuangLXZPZYL22 share record
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Wei Huang , Chen Liu , Bo Xiao , Yihua Zhao , Zhaoming Pan , Zhimin Zhang , Xinyun Yang , Guiquan Liu : Exploring Label Hierarchy in a Generative Way for Hierarchical Text Classification. COLING 2022 : 1116-1127 share record
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Zihan Wang , Peiyi Wang , Tianyu Liu , Binghuai Lin , Yunbo Cao , Zhifang Sui , Houfeng Wang : HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification. EMNLP 2022 : 3740-3751 share record
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Ranajoy Sadhukhan , Ankita Chatterjee , Jayanta Mukhopadhyay , Amit Patra : Taxonomy Driven Learning Of Semantic Hierarchy Of Classes. ICIP 2022 : 171-175 share record
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Mycal Tucker , Julie A. Shah : Prototype Based Classification from Hierarchy to Fairness. ICML 2022 : 21884-21900 share record
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Md. Samiullah , Ann E. Nicholson , David W. Albrecht : Automated construction of an Object-Oriented Bayesian Network (OOBN) Class Hierarchy. ICTAI 2022 : 1382-1389 share record
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Baoquan Zhang , Hao Jiang , Shanshan Feng , Xutao Li , Yunming Ye , Rui Ye : Hyperbolic Knowledge Transfer with Class Hierarchy for Few-Shot Learning. IJCAI 2022 : 3723-3729 export record
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conf/miccai/YuNGJCZBMWG22 share record
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Zhen Yu , Toàn D. Nguyên , Yaniv Gal , Lie Ju , Shekhar S. Chandra , Lei Zhang , C. Paul Bonnington , Victoria Mar , Zhiyong Wang , Zongyuan Ge : Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings. MICCAI (3) 2022 : 594-603 export record
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conf/momlet/KostiukevychGGR22 share record
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Kostiantyn Kostiukevych , Yuri G. Gordienko , Nikita Gordienko , Oleksandr Rokovyi , Sergii G. Stirenko : Hierarchy of Hybrid Deep Neural Networks for Physical Action Classification by Brain-Computer Interface. MoMLeT+DS 2022 : 109-122