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Large margin nearest neighbor
Known as:
LMNN
, Large margin nearest neighbor classification
Large margin nearest neighbor (LMNN) classification is a statistical machine learning algorithm for metric learning. It learns a pseudometric…
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Related topics
Related topics
17 relations
Algorithm
Cluster analysis
Convex optimization
Cross-validation (statistics)
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Broader (1)
Machine learning
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2018
2018
Spatio-Temporal Large Margin Nearest Neighbor (ST-LMNN) Based on Riemannian Features for Individual Identification
Yang Su
,
Zhiyong Feng
,
Meng Xing
IEEE International Conference on Multimedia and…
2018
Corpus ID: 52960386
The major challenge for individual identification from periodical locomotion is to explore the unique spatio-temporal motion…
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2017
2017
Linear supervised transfer learning for the large margin nearest neighbor classifier
Kolja Berger
,
Alexander Schulz
,
Benjamin Paassen
,
B. Hammer
IEEE Symposium Series on Computational…
2017
Corpus ID: 43308286
The performance of many artificial intelligence systems critically depends on classification methods. Unfortunately, most…
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2016
2016
Large Margin Nearest Neighbor Classification using Curved Mahalanobis Distances
F. Nielsen
,
Boris Muzellec
,
R. Nock
arXiv.org
2016
Corpus ID: 13578242
We consider the supervised classification problem of machine learning in Cayley-Klein projective geometries: We show how to learn…
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2016
2016
Person Re-Identification Based on Kernel Large Margin Nearest Neighbor Classification
L. Yang
,
Jian Cheng
,
Haijun Liu
International Conference on Intelligent Cloud…
2016
Corpus ID: 57141752
Person re-identification is a process of matching person images of same identity across nonoverlapping camera views at different…
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2015
2015
Large Margin Nearest Neighbor Embedding for Knowledge Representation
M. Fan
,
Qiang Zhou
,
T. Zheng
,
R. Grishman
IEEE/WIC/ACM International Conference on Web…
2015
Corpus ID: 347824
Traditional way of storing facts in triplets (head_entity, relation, tail_entity), abbreviated as (h, r, t), allows the knowledge…
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2014
2014
Cosine Distance Metric Learning for Speaker Verification Using Large Margin Nearest Neighbor Method
Waquar Ahmad
,
H. Karnick
,
R. Hegde
Pacific Rim Conference on Multimedia
2014
Corpus ID: 13156976
In this paper, a novel cosine similarity metric learning based on large margin nearest neighborhood LMNN is proposed for an i…
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2010
2010
Hierarchical Large Margin Nearest Neighbor Classification
Qiaona Chen
,
Shiliang Sun
International Conference on Pattern Recognition
2010
Corpus ID: 2441932
Distance metric learning has exhibited its great power to enhance performance in metric related pattern recognition tasks. The…
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2010
2010
Determination of Blood Glucose Level-Based Breath Analysis by a Quartz Crystal Microbalance Sensor Array
Hamdi Melih Saraoğlu
,
Mehmet Koçan
IEEE Sensors Journal
2010
Corpus ID: 32916252
This paper aims to determine human blood glucose levels through analyzing the acetone present in exhaled breath as a noninvasive…
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2002
2002
Tuning of PID controllers for unstable processes based on gain and phase margin specifications: a fuzzy neural approach
Ching-Hung Lee
,
C. Teng
Fuzzy Sets Syst.
2002
Corpus ID: 41768305
1969
1969
The New concepts of continental margin sedimentation : application to the geological record: 7-9 November, 1969, Philadelphia
D. Stanley
,
J. Curray
1969
Corpus ID: 127188015
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