Orietta Nicolis

Líneas de investigación

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

Tus publicaciones

• WAVELET-BASED ENTROPY MEASURES TO CHARACTERIZE TWO-DIMENSIONAL FRACTIONAL BROWNIAN FIELDS Autores: Nicolis, O., Mateu, J., Contreras-Reyes, E., Año: 2020 Link: https://doi.org/10.3390/e22020196
• PREDICTION OF INTENSITY AND LOCATION OF SEISMIC EVENTS USING DEEP LEARNING Autores: Nicolis, O., Plaza, F., Salas, R., Año: 2020 Link: https://doi.org/10.1016/j.spasta.2020.100442
• CHARACTERIZATION OF THE CHILEAN PUBLIC PROCUREMENT ECOSYSTEM USING SOCIAL NETWORK ANALYSIS Autores: Leiva, H., Torres, R., Nicolis, O., Fe, S., Año: 2020 Link: https://doi.org/10.1109/ACCESS.2020.3011947
• SPATIO-TEMPORAL PREDICTION OF BALTIMORE CRIME EVENTS USING CLSTM NEURAL NETWORKS Autores: Esquivel, N., Nicolis, O., Peralta, B., Mateu, J., Año: 2020 Link: https://doi.org/10.1109/ACCESS.2020.3036715
• OPTIMIZATION OF HYDROLOGIC RESPONSE UNITS (HRUS) USING GRIDDED METEOROLOGICAL DATA AND SPATIALLY VARYING PARAMETERS Autores: Poblete, D., Arevalo, J., Nicolis, O., Figueroa, F., Año: 2020 Link: https://doi.org/10.3390/w12123558
• SCCC 2020 OPINION Autores: Leger, P., Contreras, D., Nicolis, O., Hernandez, C., Rojas, P., Giachetti, G., Quiroga, E., Telgie, L., Herrera, O., Dombrovskaia, L., Psijas, I., Año: 2020 Link: https://doi.org/10.1109/SCCC51225.2020.9281281
• PREDICTING MOTOR VEHICLE THEFT IN SANTIAGO DE CHILE USING GRAPH-CONVOLUTIONAL LSTM Autores: Esquivel, N., Nicolis, O., Marquez, P., Año: 2020 Link: https://doi.org/10.1109/SCCC51225.2020.9281174
• PREDICTING CARDIOVASCULAR DISEASE BY COMBINING OPTIMAL FEATURE SELECTION METHODS WITH MACHINE LEARNING Autores: Segura, R., Nicolis, O., Marquez, P., Carrillo Azocar, J., Año: 2020 Link: https://doi.org/10.1109/SCCC51225.2020.9281168
• COMING TO GRIPS WITH AGE PREDICTION ON IMBALANCED MULTIMODAL COMMUNITY QUESTION ANSWERING DATA Autores: Figueroa, A., Peralta, B., Nicolis, O., Año: 2021 Link: https://doi.org/10.3390/info12020048
• CO-TRAINING FOR VISUAL OBJECT RECOGNITION BASED ON SELF-SUPERVISED MODELS USING A CROSS-ENTROPY REGULARIZATION Autores: Díaz, G., Peralta, B., Caro, L., Nicolis, O., Año: 2021 Link: https://doi.org/10.3390/e23040423
• POST-PROCESSING METHODS FOR CALIBRATING THE WIND SPEED FORECASTS IN CENTRAL REGIONS OF CHILE Autores: Díaz, M., Nicolis, O., Marín, C., Baran, S., Año: 2021 Link: https://doi.org/10.33039/ami.2021.03.012
• A GREY SYSTEM APPROACH FOR ESTIMATING THE HLDERIAN REGULARITY WITH AN APPLICATION TO ALGERIAN WELL LOG DATA Autores: Gaci, S., Nicolis, O., Año: 2021 Link: https://doi.org/10.3390/fractalfract5030086
• A CAUSAL MODELLING FOR DESERTION AND GRADUATION PREDICTION USING BAYESIAN NETWORKS Autores: Peralta, B., Salazar, J., Levano, M., Nicolis, O., Año: 2021 Link: https://doi.org/10.1109/ICAACCA51523.2021.9465333
• VISUAL RECOGNITION INCORPORATING FEATURES OF SELF-SUPERVISED MODELS FOR THE USE OF UNLABELLED DATA Autores: Diaz, G., Nicolis, O., Peralta, B., Año: 2021 Link: https://doi.org/10.1109/ICAACCA51523.2021.9465233
• CONVLSTM NEURAL NETWORKS FOR SEISMIC EVENT PREDICTION IN CHILE Autores: Fuentes, G., Nicolis, O., Peralta, B., Chiodi, M., Año: 2021 Link: https://doi.org/10.1109/INTERCON52678.2021.9532946
• ETAS SPACETIME MODELING OF CHILE TRIGGERED SEISMICITY USING COVARIATES Autores: Chiodi, M., Nicolis, O., Adelfio, G., Dangelo, N., Gonzlez, A., Año: 2021 Link: https://doi.org/10.3390/app11199143
• GENDER IDENTIFICATION FROM COMMUNITY QUESTION ANSWERING AVATARS Autores: Peralta, B., Figueroa, A., Nicolis, O., Trewhela, A., Año: 2021 Link: https://doi.org/10.1109/ACCESS.2021.3130078
• ETAS SPACE-TIME MODELING OF CHILE TRIGGERED SEISMICITY USING COVARIATES: SOME PRELIMINARY RESULTS Autores: Chiodi; Marcello; Nicolis; Orietta; Adelfio; Giada; DAngelo; Nicoletta; Gonzalez; Alex Año: 2021 Link: https://doi.org/10.3390/APP11199143
• ADVANCED METHODS IN SIGNAL PROCESSING IMAGE PROCESSING AND PATTERN RECOGNITION IN GEOSCIENCES Autores: Gaci; Said; Nicolis; Orietta; Farfour; Mohammed Año: 2023 Link: https://doi.org/10.3389/feart.2022.1122268
• GENDER SCREENING ON QUESTION-ANSWERING COMMUNITIES Autores: Figueroa; Alejandro; Peralta; Billy; Nicolis; Orietta Año: 2023
• INFLUENCE DIAGNOSTICS IN GAUSSIAN SPATIAL-TEMPORAL LINEAR MODELS WITH SEPARABLE COVARIANCE Autores: Saavedra-Nievas; Juan Carlos; Nicolis; Orietta; Galea; Manuel; Ibacache-Pulgar; German Año: 2023 Link: https://doi.org/10.1007/s10651-023-00556-9
• OUTLIER VEHICLE TRAJECTORY DETECTION USING DEEP AUTOENCODERS IN SANTIAGO CHILE Autores: Peralta; Billy; Soria; Richard; Nicolis; Orietta; Ruggeri; Fabrizio; Caro; Luis; Bronfman; Andres Año: 2023
• PREDICTING CARDIOVASCULAR REHABILITATION OF PATIENTS WITH CORONARY ARTERY DISEASE USING TRANSFER FEATURE LEARNING Autores: Torres; Romina; Zurita; Christopher; Mellado; Diego; Nicolis; Orietta; Saavedra; Carolina; Tuesta; Marcelo; Salinas; Matias; Bertini; Ayleen; Pedemonte; Oneglio; Querales; Marvin; Salas; Rodrigo Año: 2023 Link: https://doi.org/10.3390/diagnostics13030508
• RECONSTRUCTING THE QUARTERLY SERIES OF THE CHILEAN GROSS DOMESTIC PRODUCT USING A STATE SPACE APPROACH Autores: Caamano-Carrillo; Christian; Contreras-Espinoza; Sergio; Nicolis; Orietta Año: 2023 Link: https://doi.org/10.3390/math11081827
• SPACE-TIME PREDICTION OF PM2.5 CONCENTRATIONS IN SANTIAGO DE CHILE USING LSTM NETWORKS Autores: Peralta; Billy; Sepulveda; Tomas; Nicolis; Orietta; Caro; Luis Año: 2022
• SPATIO-TEMPORAL SEISMICITY PREDICTION IN CHILE USING A MULTI-COLUMN CONVLSTM Autores: Gonzalez Fuentes; Alex; Nicolis; Orietta; Peralta; Billy; Chiodi; Marcello Año: 2022
• TEMPORAL COX PROCESS WITH FOLDED NORMAL INTENSITY Autores: Nicolis; Orietta; Quezada; Luis M. Riquelme; Ibacache-Pulgar; German Año: 2022 Link: https://doi.org/10.3390/axioms11100513
• PREDICCIÓN DE CASOS DE COVID-19 Y MODELO DE LOCALIZACIÓN ASIGNACIÓN DE BASES Y AMBULANCIAS CONSIDERANDO FACTORES DE VULNERABILIDAD Autores: Samantha Reid Calderón; Orietta Nicolis; Billy Peralta; Franco Menares Año: 2021