Multiple-instance learning with pairwise instance similarity

DOI10.2478/AMCS-2014-0041zbMath1322.68163OpenAlexW2003879324MaRDI QIDQ747403

Xianglong Tang, Liming Yuan, Jiafeng Liu

Publication date: 16 October 2015

Published in: International Journal of Applied Mathematics and Computer Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.2478/amcs-2014-0041

zbMATH Keywords

similaritysupport vector machinesmultiple-instance learninginstance selection

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• UCI-ml
• LIBSVM
• MILIS

Cites Work

• Solving the multiple instance problem with axis-parallel rectangles.
• Application of agent-based simulated annealing and tabu search procedures to solving the data reduction problem
• Nonparametric statistical analysis for multiple comparison of machine learning regression algorithms
• Machine Learning: ECML 2004

This page was built for publication: Multiple-instance learning with pairwise instance similarity