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AI generated image representing research
AI generated image representing research

Research Products

My research in the field of artificial intelligence has led to several noteworthy outcomes, including numerous journal publications and active participation in various scientific events. Through my dedication and commitment, I have contributed to the advancement of AI technologies. These publications act as a testament to my extensive research and serve as valuable resources for fellow researchers and academics. Furthermore, my active participation in scientific events provides an excellent platform for sharing knowledge, networking, and collaborating with esteemed professionals in the AI community.

blue textile in close up photography
Representation of the signal of interest and noise segments of the cardiac cycle in the ECG and ACCRepresentation of the signal of interest and noise segments of the cardiac cycle in the ECG and ACC

Published Papers

method for objective selection of information sources using multi-kernel SVM and local scalingmethod for objective selection of information sources using multi-kernel SVM and local scaling
Analysis of cardiac vibration signals acquired from a novel implant placed on the gastric fundus

Publication date: 2021/11/19

Authors: H. J. Areiza-Laverde, Cindy Dopierala, Lotfi Senhadji, Francois Boucher, Pierre Y Gumery, Alfredo Hernández

A novel method for objective selection of information sources using multi-kernel SVM and local scaling

Publication date: 2020/07/14

Authors: H. J. Areiza-Laverde, Andrés Eduardo Castro-Ospina, María Liliana Hernández, Gloria M Díaz

Example images of Pleomorphic Adenoma and Warthin’s Tumor Example images of Pleomorphic Adenoma and Warthin’s Tumor
Radiomics-based differentiation of pleomorphic adenomas and Warthin tumors of salivary glands

Publication date: 2020/01/03

Authors: H. J. Areiza-Laverde, Norberto Malpica-González, Beatriz Brea, Andrés E Castro-Ospina, Gloria M Díaz

Feature extraction from saliency mapFeature extraction from saliency map
Breast Lesion Discrimination Using Saliency Features from MRI Sequences and MKL-Based Classification
Segmented and classified satellite imageSegmented and classified satellite image
A comparison of pixel and object-based change detection techniques using Landsat-8 multispectral imagery from Barrancabermeja city

Publication date: 2018/11/01

Authors: H. J. Areiza-Laverde, Maria C Torres-Madronero

Publication date: 2019/10/22

Authors: H. J. Areiza-Laverde, Carlos Andrés Duarte-Salazar, Liliana Hernández, Andrés Eduardo Castro-Ospina, Gloria M Díaz

SVM representationSVM representation
Feature Group Selection Using MKL Penalized with L1-norm and SVM as Base Learner

Publication date: 2018/09/13

Authors: H. J. Areiza-Laverde, Gloria M Díaz, Andrés Eduardo Castro-Ospina

Analysis for setting the number of neurons in the hidden layerAnalysis for setting the number of neurons in the hidden layer
Voice pathology detection using artificial neural networks and support vector machines powered by a multicriteria optimization algorithm

Publication date: 2018/10/13

Authors: H. J. Areiza-Laverde, Andrés Eduardo Castro-Ospina, Diego Hernán Peluffo-Ordóñez

Enhanced night-time images comparisonEnhanced night-time images comparison
Fundamentals of night-time image processing using dynamic range enhancement

Publication date: 2017/12/30

Authors: H. J. Areiza-Laverde, Sánchez Yáñez Raúl Enrique

Publication date: 2017/08/17

Authors: H. J. Areiza-Laverde, AE Castro-Ospina, P Rosero-Montalvo, DH Peluffo-Ordóñez, JL Rodríguez-Sotelo, MA Becerra-Botero

toy-datasets for clusteringtoy-datasets for clustering
Two novel clustering performance measures based on coherence and relative assignments of clusters
Detailed bond lengths and angles for atoms of the polypeptide backbone Detailed bond lengths and angles for atoms of the polypeptide backbone

Publication date: 2016/08/31

Authors: H. J. Areiza-Laverde, LR Mercado-Diaz, AE Castro-Ospina, JA Jaramillo-Garzon

Protein fold families prediction based on graph representations and machine learning methods
blue textile in close up photography

Conferences, Congresses, Symposiums and Other Scientific Events

STSIVA-2016 Certificate
STSIVA-2016 Certificate
Guanajuato Summer Camp 2017 Certificate
Guanajuato Summer Camp 2017 Certificate
ExpoIng-2018 Certificate
ExpoIng-2018 Certificate
WEA-2018 Certificate
WEA-2018 Certificate
SIPAIM-2019 Certificate
SIPAIM-2019 Certificate
CCRA-2018 Certificate
CCRA-2018 Certificate

Guanajuato Scientific Research Summer Camp 2017

XXI International Symposium on Image, Signal Processing and Artificial Vision 2016 – STSIVA 2016

International Congress Expo Ingeniería 2018

Workshop on Engineering Applications 2018 - WEA 2018

Colombian Conference on Robotics and Automation 2018 – CCRA 2018

Symposium on Medical Information Processing and Analysis 2019 – SIPAIM 2019

henryareiza2493@gmail.com

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