Mauricio Orozco-Alzate

Mauricio Orozco-Alzate

Universidad Nacional de Colombia

H-index: 17

Latin America-Colombia

About Mauricio Orozco-Alzate

Mauricio Orozco-Alzate, With an exceptional h-index of 17 and a recent h-index of 10 (since 2020), a distinguished researcher at Universidad Nacional de Colombia, specializes in the field of Pattern recognition, Digital signal processing, Machine learning, Environmental data analysis.

His recent articles reflect a diverse array of research interests and contributions to the field:

Identifying Acoustic Features to Distinguish Highly and Moderately Altered Soundscapes in Colombia

An Inexactly Supervised Methodology Based on Multiple Instance Learning, Convolutional Neural Networks and Dissimilarities for Interpretable Defect Detection and Localization …

Convolutional Neural Networks and Deep Learning Techniques for Glass Surface Defect Inspection

Enriching Representation and Enhancing Nearest Neighbor Classification of Slope/Landslide Data Using Rectified Feature Line Segments and Hypersphere-Based Scaling: A …

A Novel Kernel Extension for the Nearest Feature Line Classifier

Candy classification using convolutional neural networks, data augmentation and transfer learning: Application and a new public dataset

Affective Neural Responses Sonified through Labeled Correlation Alignment

Dissimilarity-vector spaces based on Dynamic Time Warpings of spectral/time-frequency information for structural health monitoring

Mauricio Orozco-Alzate Information

University

Position

Universidad Nacional de Colombia - Sede Manizales

Citations(all)

942

Citations(since 2020)

483

Cited By

645

hIndex(all)

17

hIndex(since 2020)

10

i10Index(all)

26

i10Index(since 2020)

11

Email

University Profile Page

Universidad Nacional de Colombia

Google Scholar

View Google Scholar Profile

Mauricio Orozco-Alzate Skills & Research Interests

Pattern recognition

Digital signal processing

Machine learning

Environmental data analysis

Top articles of Mauricio Orozco-Alzate

Title

Journal

Author(s)

Publication Date

Identifying Acoustic Features to Distinguish Highly and Moderately Altered Soundscapes in Colombia

Inteligencia Artificial

Fernando Martínez-Tabares

Mauricio Orozco-Alzate

2023/3/24

An Inexactly Supervised Methodology Based on Multiple Instance Learning, Convolutional Neural Networks and Dissimilarities for Interpretable Defect Detection and Localization …

IEEE Access

Eduardo Villegas-Jaramillo

Mauricio Orozco-Alzate

2023/12/5

Convolutional Neural Networks and Deep Learning Techniques for Glass Surface Defect Inspection

Eduardo José Villegas-Jaramillo

Mauricio Orozco-Alzate

2023

Enriching Representation and Enhancing Nearest Neighbor Classification of Slope/Landslide Data Using Rectified Feature Line Segments and Hypersphere-Based Scaling: A …

Mathematical Geosciences

YM Ospina-Dávila

Mauricio Orozco-Alzate

2023/11

A Novel Kernel Extension for the Nearest Feature Line Classifier

Manuele Bicego

Eduardo José Villegas-Jaramillo

Mauricio Orozco-Alzate

2023/7/4

Candy classification using convolutional neural networks, data augmentation and transfer learning: Application and a new public dataset

Eduardo-José Villegas-Jaramillo

Mauricio Orozco-Alzate

2023/7/4

Affective Neural Responses Sonified through Labeled Correlation Alignment

Sensors

Andrés Marino Álvarez-Meza

Héctor Fabio Torres-Cardona

Mauricio Orozco-Alzate

Hernán Darío Pérez-Nastar

German Castellanos-Dominguez

2023/6/14

Dissimilarity-vector spaces based on Dynamic Time Warpings of spectral/time-frequency information for structural health monitoring

Computers & Structures

YM Ospina-Davila

Mauricio Orozco-Alzate

2022/4/15

The Potential Role of Ecoacoustics in the Study of the Coffee Natural Landscape of Colombia: Bridging the Gap Between Soundscape and Landscape

Fernando Martínez-Tabares

Germán Castellanos-Domínguez

Mauricio Orozco-Alzate

2022

Parallelization of the Poisson-Binomial Radius Distance for Comparing Histograms of n-grams

Ana-Lorena Uribe-Hurtado

Mauricio Orozco-Alzate

2022

Selection of acoustic features for the discrimination between highly and moderately transformed Colombian soundscapes

Fernando Martínez-Tabares

Mauricio Orozco-Alzate

2022/11/23

Advanced KNN Approaches for Explainable Seismic-Volcanic Signal Classification

Mathematical Geosciences

Manuele Bicego

Alberto Rossetto

Matteo Olivieri

John Makario Londoño-Bonilla

Mauricio Orozco-Alzate

2022/10/3

Multi-core Parallelization of Point Set Dissimilarities for Accelerating the Comparison of Bags with Many Instances

Eduardo José Villegas-Jaramillo

Ana Lorena Uribe-Hurtado

Mauricio Orozco-Alzate

2022/7/13

Adaptive classification using incremental learning for seismic-volcanic signals with concept drift

Journal of Volcanology and Geothermal Research

Paola Castro-Cabrera

G Castellanos-Dominguez

Carlos Mera

Luis Franco-Marín

Mauricio Orozco-Alzate

2021/5/1

Parallel Implementation of Nearest Feature Line and Rectified Nearest Feature Line Segment Classifiers Using OpenMP

Ana-Lorena Uribe-Hurtado

Eduardo-José Villegas-Jaramillo

Mauricio Orozco-Alzate

2021

Educación virtual bajo condiciones mínimas de conectividad durante la emergencia sanitaria de la COVID-19

NOVUM

Mauricio Orozco-Alzate

Valentina Tabares-Morales

Néstor Darío Duque-Méndez

2021/2/1

A cheaper Rectified-Nearest-Feature-Line-Segment classifier based on safe points

Mauricio Orozco-Alzate

Manuele Bicego

2021/1/10

Assessment of musical representations using a music information retrieval technique

IEEE Potentials

Valentina Hernández-López

Néstor Darío Duque-Méndez

Mauricio Orozco-Alzate

2021/11/10

PowerHC: non linear normalization of distances for advanced nearest neighbor classification

Manuele Bicego

Mauricio Orozco-Alzate

2021/1/10

Estampas y pesares

Revista de Extensión Cultural

Mauricio Orozco-Alzate

2021/6

See List of Professors in Mauricio Orozco-Alzate University(Universidad Nacional de Colombia)

Co-Authors

H-index: 78
Robert P.W. Duin

Robert P.W. Duin

Technische Universiteit Delft

H-index: 46
Domingo Mery

Domingo Mery

Pontificia Universidad Católica de Chile

H-index: 41
Marco Loog

Marco Loog

Technische Universiteit Delft

H-index: 37
Manuele Bicego

Manuele Bicego

Università degli Studi di Verona

H-index: 34
Christian Gagné

Christian Gagné

Université Laval

H-index: 29
G. Castellanos-Dominguez

G. Castellanos-Dominguez

Universidad Nacional de Colombia

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