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2018

2.

P D Rosero-Montalvo; A C Umaquinga-Criollo; S Flores; L Suarez; J Pijal; K L Ponce-Guevara; D Nejer; A Guzman; D Lugo; K Moncayo

Neighborhood Criterion Analysis for Prototype Selection Applied in WSN Data Conference

2017 International Conference on Information Systems and Computer Science (INCISCOS), IEEE, 2018, ISBN: 978-1-5386-2644-3, (Electronic ISBN: 978-1-5386-2644-3 Print on Demand(PoD) ISBN: 978-1-5386-2645-0).

Abstract | Links | BibTeX | Tags: {WSN} data, classification and the reduction of data set, Computer science, data reduction, data subset criterion, Information systems, learning (artificial intelligence), Machine learning algorithms, neighborhood criterion analysis, normalized distance, pattern classification, prototype selection, Prototypes, redundant data, set theory, Silicon, supervised machine learning classification algorithms, Training, training matrix, wireless sensor networks

1.

Paul Rosero-Montalvo; Diego H Peluffo-Ordóñez; Ana Umaquinga; Andrés Anaya; Jorge Serrano; Edwin Rosero; Carlos Vásquez; Luis Suaréz

Prototype reduction algorithms comparison in nearest neighbor classification for sensor data: Empirical study Conference

2017 IEEE Second Ecuador Technical Chapters Meeting (ETCM), IEEE, 2018, ISBN: 978-1-5386-3894-1, (Electronic ISBN: 978-1-5386-3894-1. USB ISBN: 978-1-5090-5810-5. Print on Demand(PoD) ISBN: 978-1-5386-3895-8).

Abstract | Links | BibTeX | Tags: knn, prototype selection, sensor data