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Orietta Nicolis

Profesor Titular

Universidad Andrés Bello

Viña del Mar, Chile

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

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

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

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


Analyzing the Impact of COVID-19 on Economic Sustainability: A Clustering Approach Nicolis, Orietta; Maidana, Jean Paul; Leal, Danilo Article ISI Sustainability (Switzerland) (2024)
Local Influence for the Thin-Plate Spline Generalized Linear Model Pacheco, Pablo Article ISI AXIOMS (2024)
Space-time clustering of seismic events in Chile using ST-DBSCAN-EV algorithm Nicolis, Orietta Article ISI SCOPUS Environmental and Ecological Statistics (2024)
Advanced methods in signal processing, image processing and pattern recognition in geosciences Nicolis, Orietta; Farfour, Mohammed Article ISI Frontiers in Earth Science (2023)
Gender screening on question-answering communities Figueroa, Alejandro; Peralta, Billy; Nicolis, Orietta Article ISI Expert Systems with Applications (2023)
Influence diagnostics in Gaussian spatial-temporal linear models with separable covariance Nicolis, Orietta; Galea, Manuel; Ibacache-Pulgar, German Article ISI Environmental and Ecological Statistics (2023)
Multi-Objective Location Problem for Bank Branches Montero, Elizabeth; Nicolis, Orietta; Torres, Marcelo Article ISI IEEE Access (2023)
Outlier Vehicle Trajectory Detection Using Deep Autoencoders in Santiago, Chile Soria, Richard; Nicolis, Orietta; Bronfman, Andrés Article ISI Sensors (2023)
Predicting Cardiovascular Rehabilitation of Patients with Coronary Artery Disease Using Transfer Feature Learning Torres, Romina; Zurita, Christopher; Nicolis, Orietta; Saavedra, Carolina; Pedemonte, Oneglio Article ISI SCOPUS Diagnostics (2023)
Reconstructing the Quarterly Series of the Chilean Gross Domestic Product Using a State Space Approach Nicolis, Orietta Article ISI Mathematics (2023)
Uplift Modelling Applied to a Chilean Retail Company with Siamese Neural Networks Lopez, Miguel; Ruiz, Josue; Nicolis, Orietta Article Proceedings - 2023 IEEE World Conference on Applied Intelligence and Computing, AIC 2023 (2023)
Combining MRA y LSTM for predicting the sismicity in Chile Nicolis, Orietta; Carrasco, Felipe; Lopetegui, Felipe Article SCOPUS 2022 IEEE International Conference on Automation/25th Congress of the Chilean Association of Automatic Control: For the Development of Sustainable Agricultural Systems, ICA-ACCA 2022 (2022)
Space-Time Prediction of PM2.5 Concentrations in Santiago de Chile Using LSTM Networks Nicolis, Orietta Article ISI SCOPUS Applied Sciences (Switzerland) (2022)
Spatio-Temporal Seismicity Prediction in Chile Using a Multi-Column ConvLSTM Gonzalez Fuentes, Alex; Nicolis, Orietta Article ISI SCOPUS IEEE Access (2022)
Temporal Cox Process with Folded Normal Intensity Nicolis, Orietta; Quezada, Luis M. Riquelme Article ISI SCOPUS Axioms (2022)
A grey system approach for estimating the hölderian regularity with an application to algerian well log data Gaci, Said; Nicolis, Orietta Article ISI SCOPUS Fractal and Fractional (2021)
Co-Training for Visual Object Recognition Based on Self-Supervised Models Using a Cross-Entropy Regularization Diaz, Gabriel; Nicolis, Orietta Article ISI SCOPUS Entropy (2021)
Coming to Grips with Age Prediction on Imbalanced Multimodal Community Question Answering Data Figueroa, Alejandro; Nicolis, Orietta Article ISI SCOPUS Information (Switzerland) (2021)
ETAS Space-Time Modeling of Chile Triggered Seismicity Using Covariates: Some Preliminary Results Nicolis, Orietta; D'Angelo, Nicoletta Article ISI SCOPUS Applied Sciences (Switzerland) (2021)
Gender Identification From Community Question Answering Avatars Figueroa, Alejandro; Nicolis, Orietta; Trewhela, Alvaro Article ISI SCOPUS IEEE Access (2021)
Post-processing methods for calibrating the wind speed forecasts in central regions of Chile Nicolis, Orietta Article ISI SCOPUS Annales Mathematicae et Informaticae (2021)
Predicción de casos de COVID-19 y modelo de localización asignación de bases y ambulancias considerando factores de vulnerabilidad Samantha Reid Calderón; Orietta Nicolis; Billy Peralta; Franco Menares Article SCIELO SCOPUS Ingeniare (2021)
Prediction of intensity and location of seismic events using deep learning Nicolis, Orietta; Plaza, Francisco Article ISI SCOPUS Spatial Statistics (2021)
Characterization of the Chilean Public Procurement Ecosystem Using Social Network Analysis Leiva, Fabiola Herrera; Torres, Romina; Nicolis, Orietta; Salas F, Rodrigo Article ISI SCOPUS IEEE Access (2020)
Optimization of Hydrologic Response Units (HRUs) Using Gridded Meteorological Data and Spatially Varying Parameters Poblete, David; Arévalo, Jorge; Nicolis, Orietta; Figueroa, Felipe Article ISI SCOPUS Water (Switzerland) (2020)
Spatio-Temporal Prediction of Baltimore Crime Events Using CLSTM Neural Networks Esquivel, Nicolas; Nicolis, Orietta; Mateu, Jorge Article ISI SCOPUS IEEE Access (2020)
Statistical post-processing of ensemble forecasts of temperature in Santiago de Chile DÃƒÂaz M.; Nicolis O.; MarÃƒÂn J.C.; Baran S. Article ISI SCOPUS Meteorological Applications (2020)
Wavelet-Based Entropy Measures to Characterize Two-Dimensional Fractional Brownian Fields Article ISI Entropy (2020)
Small sample robust approach to outliers and correlation of atmospheric pollution and health effects in Santiago de Chile Nicolis O. Article ISI SCOPUS CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2019)
A special issue on: Statistical methods in mining industry Nicolis, Orietta; Pascual, Rodrigo Article ISI SCOPUS APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY (2018)
L-moments of the Birnbaum-Saunders distribution and its extreme value version: estimation, goodness of fit and application to earthquake data Article ISI JOURNAL OF APPLIED STATISTICS (2018)
Predicting hourly ozone concentrations using wavelets and ARIMA models Salazar, Ledys; Nicolis, Orietta Article SCOPUS Neural Computing and Applications (2018)
Statistical methods for identifying anisotropy in the Spodoptera frugiperda spatial distribution Nava, Daniela T.; Nicolis, Orietta; Uribe-Opazo, Miguel A.; De Bastiani, Fernanda Article ISI SCOPUS SPANISH JOURNAL OF AGRICULTURAL RESEARCH (2018)
Statistical testing of availability for mining technological systems with air quality constraints Economou, Polychronis; Papic, Ljubisa; Aronov, Joseph; Nicolis, Orietta; Antoch, Jaromir; Cezova, Eliska; Kiselak, Jozef Article ISI SCOPUS APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY (2018)
Using a spatio-temporal Bayesian approach to estimate the relative abundance index of yellow squat lobster (Cervimunida johni) off Chile Cavieres, Joaquin; Nicolis, Orietta Article ISI SCOPUS Fisheries Research (2018)
Local Influence for Spatially Correlated Binomial Data: An Application to the Spodoptera frugiperda Infestation in Corn Nava D.T. Article ISI SCOPUS JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS (2017)
Multi-fractal cancer risk assessment Kise?ák, Jozef; Porro, Francesco; Stehlik, Milan Article ISI SCOPUS STOCHASTIC ANALYSIS AND APPLICATIONS (2017)
Fractal based cancer modelling Stehlik, M; Hermann P.; Nicolis O. Article SCOPUS REVSTAT-Statistical Journal (2016)
L-moments of the Birnbaum–Saunders distribution and its extreme value version: estimation, goodness of fit and application to earthquake data Lillo, Camilo; Aykroyd, Robert G. Article SCOPUS JOURNAL OF APPLIED STATISTICS (2016)
2D Anisotropic Wavelet Entropy with an Application to Earthquakes in Chile Nicolis O.; Mateu J. Article ISI SCOPUS Entropy (2015)
Fractal and stochastic geometry inference for breast cancer: a case study with random fractal models and Quermass-interaction process Hermann P.; Mrkvicka, T; Mattfeldt, T; Minarova, M; Helisova, K; Nicolis O.; Wartner, F; Stehlik, M Article ISI SCOPUS Statistics in Medicine (2015)
Genetic Algorithm in theWavelet Domain for Large p Small n Regression Howe E.D.; Nicolis O. Article ISI SCOPUS COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION (2015)
Multiresolution analysis of linearly oriented spatial point patterns Mateu J.; Nicolis O. Article ISI SCOPUS Journal of Statistical Computation and Simulation (2015)
Windowed ETAS models with application to the Chilean seismic catalogs Nicolis O.; Chiodi M.; Adelfio G. Article ISI SCOPUS Spatial Statistics (2015)
Image Denoising With 2D Scale-Mixing Complex Wavelet Transforms Remenyi N.; Nicolis O.; Nason, G; Vidakovic B. Article ISI SCOPUS IEEE TRANSACTIONS ON IMAGE PROCESSING (2014)


Assessing Seismic Hazard in Chile Using Deep Neural Networks Francisco Plaza; Nicolis, Orietta; Rodrigo Salas BookSection (2019)
A spatio-temporal approach for predicting wind speed along the coast of Valparaiso, Chile Nicolis, Orietta BookSection (2018)
Space-Time Forecasting of Seismic Events in Chile Nicolis, Orietta; Chiodi, Marcello; Adelfio, Giada BookSection (2017)


Methods and Applications in Petroleum and Mineral Exploration and Engineering Geology BookWhole (2021)


Crime Level Prediction using Stacked Maps with Deep Convolutional Autoencoder Esquivel N. ConferencePaper SCOPUS Proceedings of the 2020 IEEE/SICE International Symposium on System Integration, SII 2020 (2019)
Predictions of PM2.5 concentrations and critical events in Santiago, Chile using Recurrent Neural Networks Sepúlveda, T ConferencePaper SCOPUS Proceedings of the 2020 IEEE/SICE International Symposium on System Integration, SII 2020 (2019)
Recurrent Neural Networks applied to Forecasting of Speed of Freight Transport in Dense Areas of Santiago, Chile Montecinos D. ConferencePaper SCOPUS Proceedings of the 2020 IEEE/SICE International Symposium on System Integration, SII 2020 (2019)
Spatio-Temporal Analysis of Earthquake Occurrences Using a Multiresolution Approach Nicolis O. ConferencePaper ISI SCOPUS MATHEMATICS OF PLANET EARTH (2014)


Discussion of the paper "analysis of spatio-temporal mobile phone data: a case study in the metropolitan area of Milan" Nicolis O.; Mateu J. EditorialMaterial ISI SCOPUS Statistical Methods and Applications (2015)


A multiresolution approach for the analysis and prediction of earthquakes: from ETAS model to Deep Learning techniques Rodrigo Salas y Billy Peralta Proyecto (2020)
Sistema Inteligente para la Tele-Rehabilitacion de pacientes cardiovasculares Orietta Nicolis Proyecto (2019)
Spatio-temporal mod- els for the analisis of air pollution and earthquakes Orietta Nicolis Proyecto (2013)