Man

Orietta Nicolis

Profesor Titular

Universidad Andrés Bello

Viña del Mar, Chile

Líneas de Investigación


Modelizacion espacio temporal; Analysis multifractales y wavelets; Series de tiempo; Estadística espacial; Machine Learning; Inteligencia Artificial.

Educación

  •  ESTADISTICA, UNIVERSITA DEGLI STUDI DI PADOVA. Italia, 1999
  •  Ingeniero Comercial, UNIVERSITÁ DEGLI STUDI DI VERONA. Italia, 1995

Experiencia Académica

  •   Professor Adjunto Full Time

    UNIVERSIDAD DE VALPARAISO

    Valparaiso, Chile

    2012 - 2017

  •   Profesor Titular Full Time

    UNIVERSIDAD ANDRES BELLO

    ingenieria

    Viña del Mar, Chile

    2018 - A la fecha

  •   Profesor Titular Full Time

    UNIVERSIDAD DE VALPARAISO

    Ciencias

    Chile

    2018 - 2018

Experiencia Profesional

  •   Profesor Ausiliar

    Università degli Studi di Bergamo

    Italia

    2002 - 2012

  •   Profesor Adjunto Full Time

    Universidad de Valparaiso

    Valparaiso, Chile

    2012 - 2017

  •   Profesor Titular Full Time

    Universidad de Valparaiso

    Valparaiso, Chile

    2018 - 2018


 

Article (57)

Analyzing the Impact of COVID-19 on Economic Sustainability: A Clustering Approach
Local Influence for the Thin-Plate Spline Generalized Linear Model
Space-time clustering of seismic events in Chile using ST-DBSCAN-EV algorithm
Advanced methods in signal processing, image processing and pattern recognition in geosciences
Gender screening on question-answering communities
Influence diagnostics in Gaussian spatial-temporal linear models with separable covariance
Multi-Objective Location Problem for Bank Branches
Outlier Vehicle Trajectory Detection Using Deep Autoencoders in Santiago, Chile
Predicting Cardiovascular Rehabilitation of Patients with Coronary Artery Disease Using Transfer Feature Learning
Reconstructing the Quarterly Series of the Chilean Gross Domestic Product Using a State Space Approach
Uplift Modelling Applied to a Chilean Retail Company with Siamese Neural Networks
Combining MRA y LSTM for predicting the sismicity in Chile
Space-Time Prediction of PM2.5 Concentrations in Santiago de Chile Using LSTM Networks
Spatio-Temporal Seismicity Prediction in Chile Using a Multi-Column ConvLSTM
Temporal Cox Process with Folded Normal Intensity
A grey system approach for estimating the hölderian regularity with an application to algerian well log data
Co-Training for Visual Object Recognition Based on Self-Supervised Models Using a Cross-Entropy Regularization
Coming to Grips with Age Prediction on Imbalanced Multimodal Community Question Answering Data
ETAS Space-Time Modeling of Chile Triggered Seismicity Using Covariates: Some Preliminary Results
Gender Identification From Community Question Answering Avatars
Post-processing methods for calibrating the wind speed forecasts in central regions of Chile
Predicción de casos de COVID-19 y modelo de localización asignación de bases y ambulancias considerando factores de vulnerabilidad
Prediction of intensity and location of seismic events using deep learning
Characterization of the Chilean Public Procurement Ecosystem Using Social Network Analysis
Optimization of Hydrologic Response Units (HRUs) Using Gridded Meteorological Data and Spatially Varying Parameters
Spatio-Temporal Prediction of Baltimore Crime Events Using CLSTM Neural Networks
Wavelet-Based Entropy Measures to Characterize Two-Dimensional Fractional Brownian Fields
Small sample robust approach to outliers and correlation of atmospheric pollution and health effects in Santiago de Chile
Statistical post-processing of ensemble forecasts of temperature in Santiago de Chile
A special issue on: Statistical methods in mining industry
L-moments of the Birnbaum-Saunders distribution and its extreme value version: estimation, goodness of fit and application to earthquake data
Predicting hourly ozone concentrations using wavelets and ARIMA models
Statistical methods for identifying anisotropy in the Spodoptera frugiperda spatial distribution
Statistical testing of availability for mining technological systems with air quality constraints
Using a spatio-temporal Bayesian approach to estimate the relative abundance index of yellow squat lobster (Cervimunida johni) off Chile
Local Influence for Spatially Correlated Binomial Data: An Application to the Spodoptera frugiperda Infestation in Corn
Multi-fractal cancer risk assessment
Fractal based cancer modelling
Fractal based cancer modelling
L-moments of the Birnbaum–Saunders distribution and its extreme value version: estimation, goodness of fit and application to earthquake data
2D Anisotropic Wavelet Entropy with an Application to Earth- quakes in Chile
2D Anisotropic Wavelet Entropy with an Application to Earthquakes in Chile
Discussion of the paper “Analysis of Spatio-Temporal Mobile Phone Data: a Case Study in the Metropolitan Area of Milan”
Fractal and stochastic geometry inference for breast cancer: a case study with random fractal models and Quermass-interaction process
Fractal and Stochastic Geometry Inference for Breast Cancer: Case Study with Random Fractals Models and Quermass-Interaction Process
Genetic Algorithm in the Wavelet Domain for Large p Small n Regression.
Genetic Algorithm in theWavelet Domain for Large p Small n Regression
Multiresolution analysis of linearly oriented spatial point patterns
Windowed ETAS models with application to the Chilean seismic catalogs
Windowed ETAS models with application to the Chilean seismic catalogs
Image Denoising with 2-D Scale- Mixing Complex Wavelet Transforms.
Image Denoising With 2D Scale-Mixing Complex Wavelet Transforms
Multiresolution analysis of linearly-oriented spatial point patterns.
Dynamical Random-Set Modeling of Concentrated Precipitation in North America
2-D Wavelet-Based Spectra with Applications.
An evaluation of European air pollution regulations for particulate matter monitored from a heterogeneous network
Air quality monitoring using heterogeneous networks

BookSection (3)

Assessing Seismic Hazard in Chile Using Deep Neural Networks
A spatio-temporal approach for predicting wind speed along the coast of Valparaiso, Chile
Space-Time Forecasting of Seismic Events in Chile

BookWhole (1)

Methods and Applications in Petroleum and Mineral Exploration and Engineering Geology

ConferencePaper (4)

Crime Level Prediction using Stacked Maps with Deep Convolutional Autoencoder
Predictions of PM2.5 concentrations and critical events in Santiago, Chile using Recurrent Neural Networks
Recurrent Neural Networks applied to Forecasting of Speed of Freight Transport in Dense Areas of Santiago, Chile
Spatio-Temporal Analysis of Earthquake Occurrences Using a Multiresolution Approach

EditorialMaterial (1)

Discussion of the paper "analysis of spatio-temporal mobile phone data: a case study in the metropolitan area of Milan"

Proyecto (8)

A multiresolution approach for the analysis and prediction of earthquakes: from ETAS model to Deep Learning techniques
DeepQuake=> A Spatio-Temporal Deep Learning Approach for the analysis of Earthquake Events
Fractal techniques for mining exploration in the metropolitan region
Sistema Inteligente para la Tele-Rehabilitacion de pacientes cardiovasculares
Spatio-temporal mod- els for the analisis of air pollution and earthquakes
Spatio-temporal models for the analysis of air pollution and earthquakes
Métodos para la integracion de recursos energeticos renovables y el monitoreo satelital para el impacto medioambiental
Modelación y análisis estadístico del impacto y riesgo de los fenómenos ambientales a través de los componentes espaciales y temporales
57
Orietta Nicolis

Profesor Titular

Ciencias de la Ingenieria

Universidad Andrés Bello

Viña del Mar, Chile

11
Billy Peralta

Profesor Asistente

Cienciad de la Ingeniería

Universidad Andrés Bello

Santiago, Chile

3
Rodrigo Salas

Profesor Titular Jornada Completa

UNIVERSIDAD DE VALPARAÍSO

Valparaíso, Chile

3
Mailiu Díaz

Profesora

Universidad Andrés Bello

Viña del Mar, Chile

2
Romina Torres

Profesor Asociado

Ingeniería y Ciencias

Universidad Adolfo Ibánez

Valparaíso, Chile

2
Julio Marin

Académico jornada completa

Meteorologia

Universidad de Valparaiso, Chile

Valparaiso, Chile

1
Ayleen Bertini

Tesista Doctorado

Facultad de Medicina

Universidad de Valparaíso

Viña del Mar, Chile

1
Elizabeth Montero

Académica

Informática

Universidad Técnica Federico Santa María

Valparaíso, Chile

1
David Poblete

Profesor adjunto

Escuela de Ingeniería Civil

Universidad de Valparaíso

Valparaíso, Chile

1
Jean Maidana

Profesor Asistente

Ingeniería

Universidad Andrés Bello

Viña del Mar, Chile

1
JORGE AREVALO

Associate Professor (tenured)

Departamento de Meteorología

Universidad de Valparaíso

Valparaiso, Chile

1
Andrés Bronfman

Academic Director

Universidad Andrés Bello

Santiago, Chile

1
Victor Leiva

Profesor Titular

Pontificia Universidad Católica de Valparaíso

Valparaiso, Chile

1
Rodrigo Pascual

Director

Ingeniería Mecánica

Universidad de Chile

Santiago, Chile

1
Marcelo Tuesta

Profesor Asociado

Ciencias de la Rehabilitación

Universidad Andres Bello

Viña del Mar, Chile