Multi-instance multi-label learning

DOI10.1016/j.artint.2011.10.002zbMath1238.68139OpenAlexW2027266161MaRDI QIDQ420823

Zhi-Hua Zhou, Min-Ling Zhang, Yu-Feng Li, Sheng-Jun Huang

Publication date: 23 May 2012

Published in: Artificial Intelligence (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.artint.2011.10.002

zbMATH Keywords

machine learningmulti-instance learningmulti-label learningMIMLmulti-instance multi-label learning

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (7)

Predicting packaging sizes using machine learning ⋮ Label distribution feature selection for multi-label classification with rough set ⋮ Bayesian multi-instance multi-label learning using Gaussian process prior ⋮ Semisupervised, Multilabel, Multi-Instance Learning for Structured Data ⋮ On the consistency of multi-label learning ⋮ DC programming and DCA: thirty years of developments ⋮ Multi-label classification using a fuzzy rough neighborhood consensus

Uses Software

• UCI-ml
• LIBSVM
• BoosTexter
• ML-KNN

Cites Work

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• ML-KNN: A lazy learning approach to multi-label learning
• Approximating hyper-rectangles: Learning and pseudorandom sets
• PAC learning axis-aligned rectangles with respect to product distributions from multiple-instance examples
• A note on learning from multiple-instance examples
• Solving the multiple instance problem with axis-parallel rectangles.
• BoosTexter: A boosting-based system for text categorization
• The Cutting-Plane Method for Solving Convex Programs
• A D.C. Optimization Algorithm for Solving the Trust-Region Subproblem
• The Concave-Convex Procedure
• Machine Learning: ECML 2004

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