Minimal Learning Machine: A novel supervised distance-based approach for regression and classification

Amauri Holanda de Souza; Francesco Corona; Guilherme A. Barreto; Yoan Miche; Amaury Lendasse

doi:10.1016/j.neucom.2014.11.073

Minimal Learning Machine: A novel supervised distance-based approach for regression and classification

Amauri Holanda de Souza
, Francesco Corona
, Guilherme A. Barreto
, Yoan Miche
, Amaury Lendasse

Federal Institute of Ceará
Universidade Federal do Ceará
Aalto University
University of Iowa
Arcada University of Applied Sciences

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	34-44
Number of pages	11
Journal	Neurocomputing
Volume	164
DOIs	https://doi.org/10.1016/j.neucom.2014.11.073
State	Published - Sep 21 2015
Externally published	Yes

ASJC Scopus Subject Areas

Computer Science Applications
Cognitive Neuroscience
Artificial Intelligence

Keywords

Learning machines
Pattern classification
Regression
Supervised learning

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10.1016/j.neucom.2014.11.073

Cite this

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title = "Minimal Learning Machine: A novel supervised distance-based approach for regression and classification",

keywords = "Learning machines, Pattern classification, Regression, Supervised learning",

author = "\{de Souza\}, \{Amauri Holanda\} and Francesco Corona and Barreto, \{Guilherme A.\} and Yoan Miche and Amaury Lendasse",

note = "Publisher Copyright: {\textcopyright} 2015 Elsevier B.V.",

year = "2015",

month = sep,

day = "21",

doi = "10.1016/j.neucom.2014.11.073",

language = "English",

volume = "164",

pages = "34--44",

journal = "Neurocomputing",

issn = "0925-2312",

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TY - JOUR

T1 - Minimal Learning Machine

T2 - A novel supervised distance-based approach for regression and classification

AU - de Souza, Amauri Holanda

AU - Corona, Francesco

AU - Barreto, Guilherme A.

AU - Miche, Yoan

AU - Lendasse, Amaury

PY - 2015/9/21

Y1 - 2015/9/21

KW - Learning machines

KW - Pattern classification

KW - Regression

KW - Supervised learning

UR - https://www.scopus.com/pages/publications/84935537090

UR - https://www.scopus.com/pages/publications/84935537090#tab=citedBy

U2 - 10.1016/j.neucom.2014.11.073

DO - 10.1016/j.neucom.2014.11.073

M3 - Article

AN - SCOPUS:84935537090

SN - 0925-2312

VL - 164

SP - 34

EP - 44

JO - Neurocomputing

JF - Neurocomputing

ER -

Minimal Learning Machine: A novel supervised distance-based approach for regression and classification

ASJC Scopus Subject Areas

Keywords

Access to Document

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