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Repository
61
(21)
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Author
Caicedo-Torres W.
(5)
Marrugo A.G.
(3)
Pinzón H.
(3)
Barrios E.M.
(2)
Contreras-Ortiz S.H.
(2)
Kotas M.
(2)
Millán M.S.
(2)
Montoya O.D.
(2)
Piela M.
(2)
Agudelo-Herrera N.
(1)
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Subject
Machine learning
(10)
Artificial intelligence
(9)
Learning systems
(9)
Learning algorithms
(8)
Dengue
(4)
Diseases
(4)
Logistic regression
(4)
Logistic regressions
(4)
Machine learning techniques
(4)
Support vector machines
(4)
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2020
(21)
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Query:
subject_stre-Learning
Document Type:
Conferencia
Year:
2020
Repository:
61
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Title:
Early prediction of severe maternal morbidity using machine learning techniques
Author:
Rodríguez E.A.
/
Estrada F.E.
/
Torres W.C.
/
Santos J.C.M.
Language:
Inglés
Repository:
61
Subject:
Logistic regression
/
Machine learning
/
Severe maternal morbidity
/
Artificial intelligence
/
Diseases
/
Learning algorithms
/
Obstetrics
/
Early prediction
/
Learning models
/
Logistic regressions
/
Machine learning techniques
/
Maternal morbidity
/
Methods and materials
/
Pregnant woman
/
Public health issues
/
Learning systems
Title:
A machine learning model for occupancy rates and demand forecasting in the hospitality industry
Author:
Caicedo-Torres W.
/
Payares F.
Language:
Inglés
Repository:
61
Subject:
Forecasting
/
Hotel occupancy. Demand
/
Kernel Ridge Regression
/
Machine learning
/
Neural Networks
/
Ridge regression
/
Artificial intelligence
/
Costs
/
Decision making
/
Economics
/
Hotels
/
Learning systems
/
Neural networks
/
Regression analysis
/
Decision making process
/
Financial performance
/
Kernel ridge regressions
/
Machine learning models
/
Machine learning techniques
/
Mean absolute percentage error
/
Specialized software
Title:
Kernel-based machine learning models for the prediction of dengue and chikungunya morbidity in Colombia
Author:
Caicedo-Torres W.
/
Montes-Grajales D.
/
Miranda-Castro W.
/
Fennix-Agudelo M.
/
Agudelo-Herrera N.
Language:
Inglés
Repository:
61
Subject:
Chikungunya
/
Dengue
/
Forecasting
/
Gaussian processes
/
Kernel ridge regression
/
Machine learning
/
Artificial intelligence
/
Diseases
/
Gaussian distribution
/
Gaussian noise (electronic)
/
Health
/
Learning systems
/
Public health
/
Regression analysis
/
Kernel ridge regressions
/
Machine learning models
/
Mean absolute percentage error
/
Research and development
/
Time series forecasting
/
Learning algorithms
Title:
Machine learning models for early dengue severity prediction
Author:
Caicedo-Torres W.
/
Paternina Á.
/
Pinzón H.
Language:
Inglés
Repository:
61
Subject:
Children
/
Dengue
/
Logistic regression
/
Machine learning
/
Naive bayes
/
PICU
/
Severity
/
SVM
/
Artificial intelligence
/
Health risks
/
Intensive care units
/
Learning algorithms
/
Pediatrics
/
Viruses
/
Logistic regressions
/
Learning systems
Title:
A machine learning model for triage in lean pediatric emergency departments
Author:
Caicedo-Torres W.
/
García G.
/
Pinzón H.
Language:
Inglés
Repository:
61
Subject:
Emergency department
/
Fast track
/
Lean
/
Logistic regression
/
Machine learning
/
Neural networks
/
PCA
/
SVM
/
Triage
/
Artificial intelligence
/
Complex networks
/
Emergency rooms
/
Hospitals
/
Patient monitoring
/
Patient treatment
/
Pediatrics
/
Emergency departments
/
Fast tracks
/
Logistic regressions
/
Learning systems
Title:
Noise-Robust Processing of Phase Dislocations using Combined Unwrapping and Sparse Inpainting with Dictionary Learning
Author:
Pineda J.
/
Meza J.
/
Barrios E.M.
/
Romero L.A.
/
Marrugo A.G.
Language:
Inglés
Repository:
61
Subject:
3-D Reconstruction
/
Dictionary Learning
/
Image restoration
/
Phase unwrapping
/
Sparse representation
/
Gaussian noise (electronic)
/
Optical data processing
/
Restoration
/
Vision
/
White noise
/
3D reconstruction
/
Additive White Gaussian noise
/
Dictionary learning
/
Fringe projection profilometry
/
Image processing applications
/
Wrapped phase map
/
Image reconstruction
Title:
LRemoving Dust Artifacts in Retinal Images via Dictionary Learning and Sparse-Based Inpainting
Author:
Barrios E.M.
/
Marrugo A.G.
/
Millán M.S.
Language:
Inglés
Repository:
61
Subject:
Dictionary Learning
/
Inpainting
/
Retinal image
/
Sparse representation
/
Blood vessels
/
Diagnosis
/
Dust
/
Ophthalmology
/
Vision
/
Clinical settings
/
Dictionary learning
/
Inpainting process
/
Inpainting techniques
/
Retinal structure
/
Image processing
Title:
Differential diagnosis of dengue and chikungunya in colombian children using machine learning
Author:
Caicedo-Torres W.
/
Paternina-Caicedo Á.
/
Pinzón-Redondo H.
/
Gutiérrez J.
Language:
Inglés
Repository:
61
Subject:
CART
/
Chikungunya
/
Decision tree
/
Dengue
/
Logistic regression
/
Support vector machine
/
Artificial intelligence
/
Decision trees
/
Learning algorithms
/
Pediatrics
/
Regression analysis
/
Statistical tests
/
Support vector machines
/
Decision tree classifiers
/
Logistic Regression modeling
/
Logistic regressions
/
Receiver operating characteristics
/
Stratified random sampling
/
Diagnosis
Title:
Robust detection and removal of dust artifacts in retinal images via dictionary learning and sparse-based inpainting
Author:
Sierra E.
/
Barrios E.
/
Marrugo A.G.
/
Millán M.S.
Language:
Inglés
Repository:
61
Subject:
Artifact detection
/
Dictionary learning
/
Dust particle
/
Inpainting
/
Retinal image
/
Sensor artifact.
/
Blood vessels
/
Cameras
/
Dust
/
Ophthalmology
/
Pattern recognition
Title:
Analysis and Classification of Evoked Potentials in Response to Familiar and Unfamiliar Faces
Author:
Sanchez-Hernandez S.A.
/
Contreras-Ortiz S.H.
Language:
Inglés
Repository:
61
Subject:
Electroencephalography
/
Evoked potentials
/
Face recognition
/
Machine learning
/
Wavelet transform
/
Artificial intelligence
/
Bioelectric potentials
/
Biomedical signal processing
/
Brain
/
Brain computer interface
/
Electrophysiology
/
Learning systems
/
Neurophysiology
/
Wavelet transforms
/
Binomial logistic regressions
/
Classification accuracy
/
Classification results
/
Feature extraction stages
/
Machine learning techniques
/
Morphological analysis
/
Morphological characteristic
/
Perception and recognition
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