ORIETTA NICOLIS

Producción científica

Producción científica por año 1995 2021 2023

• 47 Artículo
• 19 Contribución a la conferencia
• 7 Capítulo
• 3 Editorial
• 1 Más
  • 1 Libro

Producción científica por año

Producción científica por año

Resultados de la búsqueda

• 2023

  Uplift Modelling Applied to a Chilean Retail Company with Siamese Neural Networks

  Peralta, B., Lopez, M., Ruiz, J., Nicolis, O. & Caro, L., 2023, Proceedings - 2023 IEEE World Conference on Applied Intelligence and Computing, AIC 2023. Tomar, G. S. & Bansal, J. (eds.). Institute of Electrical and Electronics Engineers Inc., (Proceedings - 2023 IEEE World Conference on Applied Intelligence and Computing, AIC 2023).

  Producción científica: Contribución a los tipos de informe/libro › Contribución a la conferencia › revisión exhaustiva

  • Marketing 100%
  • Neural Networks 93%
  • Retail 87%
  • Customers 52%
  • Modeling 50%
• 2022

  A Proposal for Deep Online Facial Verification using Selfies and Id document

  Reyes, R., Peralta, B., Nicolis, O. & Caro, L., 2022, 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. Institute of Electrical and Electronics Engineers Inc., (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).

  Producción científica: Contribución a los tipos de informe/libro › Contribución a la conferencia › revisión exhaustiva

  • Data Base 100%
  • Neural Networks 79%
  • neural networks 71%
  • Person 56%
  • photographs 43%

• Automatic classification of Customer Complaints in a Chilean Company Using DialogFlow

  Guerrero, L., Peralta, B., Nicolis, O. & Caro, L., 2022, 2022 41st International Conference of the Chilean Computer Science Society, SCCC 2022. IEEE Computer Society, (Proceedings - International Conference of the Chilean Computer Science Society, SCCC; vol. 2022-November).

  Producción científica: Contribución a los tipos de informe/libro › Contribución a la conferencia › revisión exhaustiva

  • Feedback 100%
  • Industry 69%
  • Classifiers 55%

• Combining MRA y LSTM for predicting the sismicity in Chile

  Nicolis, O., Carrasco, F., Peralta, B. & Lopetegui, F., 2022, 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. Institute of Electrical and Electronics Engineers Inc., (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).

  Producción científica: Contribución a los tipos de informe/libro › Contribución a la conferencia › revisión exhaustiva

  • Multiresolution Analysis 100%
  • Memory Term 80%
  • Multiresolution analysis 80%
  • Long short-term memory 71%
  • Intensity Function 62%

• Explainable Prediction of Academic Failure Using Bayesian Networks

  Tarbes, J., Morales, P., Levano, M., Schwarzenberg, P., Nicolis, O. & Peralta, B., 2022, 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. Institute of Electrical and Electronics Engineers Inc., (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).

  Producción científica: Contribución a los tipos de informe/libro › Contribución a la conferencia › revisión exhaustiva

  • Bayesian Networks 100%
  • Bayesian networks 67%
  • students 66%
  • Drop out 65%
  • Prediction 54%
• 2021

  A causal modelling for desertion and graduation prediction using Bayesian networks: A Chilean case

  Peralta, B., Salazar, J., Levano, M. & Nicolis, O., 22 mar. 2021, 2021 IEEE International Conference on Automation/24th Congress of the Chilean Association of Automatic Control, ICA-ACCA 2021. Institute of Electrical and Electronics Engineers Inc., 9465333. (2021 IEEE International Conference on Automation/24th Congress of the Chilean Association of Automatic Control, ICA-ACCA 2021).

  Producción científica: Contribución a los tipos de informe/libro › Contribución a la conferencia › revisión exhaustiva

  • Drop out 100%
  • Bayesian Networks 94%
  • Bayes Theorem 92%
  • Universities 91%
  • Bayesian networks 77%

• A Proposal for the Deep Unsupervised Identification of Relevant Areas in X-Rays for Covid Detection

  Martinez, J., Nicolis, O., Caro, L. & Peralta, B., 2021, 2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2021. Institute of Electrical and Electronics Engineers Inc., (2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2021).

  Producción científica: Contribución a los tipos de informe/libro › Contribución a la conferencia › revisión exhaustiva

  • Virus 100%
  • Viruses 92%
  • Lung 77%
  • X rays 71%
  • Artificial Intelligence 62%

• ConvLSTM Neural Networks for seismic event prediction in Chile

  Fuentes, A. G., Nicolis, O., Peralta, B. & Chiodi, M., 5 ago. 2021, Proceedings of the 2021 IEEE 28th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2021. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the 2021 IEEE 28th International Conference on Electronics, Electrical Engineering and Computing, INTERCON 2021).

  Producción científica: Contribución a los tipos de informe/libro › Contribución a la conferencia › revisión exhaustiva

  • Neural Networks 100%
  • Chile 83%
  • Prediction 68%
  • Neural networks 50%
  • Long short-term memory 32%
  2 Citas (Scopus)

• Marketing improvement in a Chilean Retail Company using Uplift Modeling with neural networks

  Lopez, M., Ruiz, J., Caro, L., Nicolis, O. & Peralta, B., 2021, 2021 40th International Conference of the Chilean Computer Science Society, SCCC 2021. IEEE Computer Society, (Proceedings - International Conference of the Chilean Computer Science Society, SCCC; vol. 2021-November).

  Producción científica: Contribución a los tipos de informe/libro › Contribución a la conferencia › revisión exhaustiva

  • Marketing 100%
  • Neural networks 62%
  • Industry 45%
  • Multilayer neural networks 15%
  • Cost functions 13%
  1 Cita (Scopus)

• Predicting the COVID-19 in the Metropolitan Region (Chile) using a GCN-LSTM neural network

  Reid, S., Nicolis, O. & Peralta, B., 2021, 2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2021. Institute of Electrical and Electronics Engineers Inc., (2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2021).

  Producción científica: Contribución a los tipos de informe/libro › Contribución a la conferencia › revisión exhaustiva

  • Memory Term 100%
  • Neural Networks 91%
  • Long short-term memory 88%
  • Chile 75%
  • Graph 72%

• Visual recognition incorporating features of self-supervised models for the use of unlabelled data

  Diaz, G., Nicolis, O. & Peralta, B., 22 mar. 2021, 2021 IEEE International Conference on Automation/24th Congress of the Chilean Association of Automatic Control, ICA-ACCA 2021. Institute of Electrical and Electronics Engineers Inc., 9465233. (2021 IEEE International Conference on Automation/24th Congress of the Chilean Association of Automatic Control, ICA-ACCA 2021).

  Producción científica: Contribución a los tipos de informe/libro › Contribución a la conferencia › revisión exhaustiva

  • Feature Recognition 100%
  • Deep Learning 71%
  • Co-training 53%
  • Vision 52%
  • Psychology Recognition 45%
• 2020

  Predicting cardiovascular disease by combining optimal feature selection methods with machine learning

  Segura, M. R., Nicolis, O., Marquez, B. P. & Carrillo Azocar, J., 16 nov. 2020, 2020 39th International Conference of the Chilean Computer Science Society, SCCC 2020. IEEE Computer Society, 9281168. (Proceedings - International Conference of the Chilean Computer Science Society, SCCC; vol. 2020-November).

  Producción científica: Contribución a los tipos de informe/libro › Contribución a la conferencia › revisión exhaustiva

  • Feature extraction 100%
  • Machine learning 95%
  • Logistic regression 48%
  • Feedforward neural networks 47%
  • Sleep 45%
  5 Citas (Scopus)

• Predicting Motor Vehicle Theft in Santiago de Chile using Graph-Convolutional LSTM

  Esquivel, N., Nicolis, O. & Marquez, B. P., 16 nov. 2020, 2020 39th International Conference of the Chilean Computer Science Society, SCCC 2020. IEEE Computer Society, 9281174. (Proceedings - International Conference of the Chilean Computer Science Society, SCCC; vol. 2020-November).

  Producción científica: Contribución a los tipos de informe/libro › Contribución a la conferencia › revisión exhaustiva

  • Long short-term memory 100%
  • Neural networks 26%
  • Crime 25%
  2 Citas (Scopus)
• 2019

  Crime Level Prediction using Stacked Maps with Deep Convolutional Autoencoder

  Esquivel, N., Peralta, B. & Nicolis, O., nov. 2019, IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019. Institute of Electrical and Electronics Engineers Inc., 8988082. (IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019).

  Producción científica: Contribución a los tipos de informe/libro › Contribución a la conferencia › revisión exhaustiva

  • Crime 100%
  • Neural Networks 74%
  • Prediction 68%
  • Web Portal 43%
  • Deep neural networks 40%
  4 Citas (Scopus)

• Predictions of PM2.5 concentrations and critical events in Santiago, Chile using Recurrent Neural Networks

  Sepulveda, T., Peralta, B. & Nicolis, O., nov. 2019, IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019. Institute of Electrical and Electronics Engineers Inc., 8988063. (IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019).

  Producción científica: Contribución a los tipos de informe/libro › Contribución a la conferencia › revisión exhaustiva

  • Recurrent Neural Networks 100%
  • Recurrent neural networks 72%
  • Chile 69%
  • Prediction 56%
  • Exceed 31%

• Recurrent Neural Networks applied to Forecasting of Speed of Freight Transport in Dense Areas of Santiago, Chile

  Diaz, G., Montecinos, D., Nicolis, O. & Peralta, B., nov. 2019, IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019. Institute of Electrical and Electronics Engineers Inc., 8988101. (IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019).

  Producción científica: Contribución a los tipos de informe/libro › Contribución a la conferencia › revisión exhaustiva

  • Recurrent Neural Networks 100%
  • Freight Transport 86%
  • Forecasting 79%
  • Recurrent neural networks 72%
  • Chile 69%
  1 Cita (Scopus)
• 2017

  Spatio-temporal modelling for assessing air pollution in Santiago de Chile

  Nicolis, O., Camaño, C., Marln, J. C. & Sahu, S. K., 27 ene. 2017, ICNPAA 2016 World Congress: 11th International Conference on Mathematical Problems in Engineering, Aerospace and Sciences. Sivasundaram, S. (ed.). American Institute of Physics Inc., Vol. 1798. 020113. (AIP Conference Proceedings; vol. 1798).

  Producción científica: Contribución a los tipos de informe/libro › Contribución a la conferencia › revisión exhaustiva

  • air pollution 100%
  • Chile 95%
  • weather 86%
  • forecasting 81%
  • grids 28%
  2 Citas (Scopus)
• 2008

  Wavelet-based 3-D multifractal spectrum with applications in breast MRI images

  Derado, G., Lee, K., Nicolis, O., Bowman, F. D., Newell, M., Rugger, F. F. & Vidakovic, B., 27 ago. 2008, Bioinformatics Research and Applications - Fourth International Symposium, ISBRA 2008, Proceedings. p. 281-292 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4983 LNBI).

  Producción científica: Contribución a los tipos de informe/libro › Contribución a la conferencia › revisión exhaustiva

  • Magnetic Resonance Imaging 100%
  • Multifractal Spectrum 94%
  • 3D 72%
  • Magnetic resonance imaging 71%
  • Breast Cancer 63%
  11 Citas (Scopus)
• 2007

  Statistical analysis: A tool for understanding monitoring data

  Bruzzi, D., Fassò, A., Nicolis, O. & Pezzetti, G., 1 dic. 2007, FMGM 2007 - Proceedings of the 7th International Symposium on Field Measurments in Geomechanics. 175 ed. p. 100 1 p. (Geotechnical Special Publication; n.º 175).

  Producción científica: Contribución a los tipos de informe/libro › Contribución a la conferencia › revisión exhaustiva

  • monitoring data 100%
  • monitoring system 98%
  • detector 89%
  • Statistical methods 86%
  • statistical analysis 84%