Ver o conteúdo principal

Teaching Staff

Biography

Nuno Falcão Alpalhão is an Invited Assistant Professor in Data Science at Nova IMS. Has a BSc in Mathematics and is currently finishing his MSc Program in Data Science and Advanced Analytics both from Nova University. His research interests focus in understanding neural networks structures and their loss functions, for example in object detection and their subsequent applications.

Scientific Publications

Jardim, B., Alpalhão, N., Sarmento, P., & Neto, M. D. C. (2022)

The Illegal Parking Score: Understanding and predicting the risk of parking illegalities in Lisbon based on spatiotemporal features. Case Studies on Transport Policy, 10(3), 1816-1826. https://doi.org/10.1016/j.cstp.2022.07.011

Jardim, B., Neto, M. D. C., Alpalhão, N., & Calçada, P. (2022)

The Daily Urban Dynamic Indicator: Gauging the urban dynamic in Porto during the COVID-19 pandemic. Sustainable Cities and Society, [103714]. [Advanced Online publication in 24 January 2022]. https://doi.org/10.1016/j.scs.2022.103714

Alpalhão, N., Sarmento, P., Pinheiro, F. L., Tremoceiro, J., & Neto, M. D. C. (2022)

Prediction and simulation of the risk of traffic accidents using neural networks and gradient boosting with an hybrid classification/regression modelling approach in urban context. In Livro de Resumos da Conferência do Projeto de Investigação Científica “Fatores de Transformação Urbana (DRIVIT-UP)” em conjunto com I Conferência sobre Ciência de Dados para Ciências Sociais e VI Conferência de Planeamento Regional e Urbano. [Abstract book from the Conference of the Scientific Research Project “Drivers of urban transformation (DRIVIT-UP)” a joitly event with I Conference on Data Science for the Social Sciences And VI Conference on Regional and Urban Planning] (pp. 52-55). UA Editora. https://doi.org/10.48528/pkzd-wz70

Jardim, B., Neto, M. D. C., Alpalhão, N., & Calçada, P. (2022)

Indicador Diário de Dinâmica Urbana para o Porto. In Livro de Resumos da Conferência do Projeto de Investigação Científica “Fatores de Transformação Urbana (DRIVIT-UP)” em conjunto com I Conferência sobre Ciência de Dados para Ciências Sociais e VI Conferência de Planeamento Regional e Urbano. [Abstract book from the Conference of the Scientific Research Project “Drivers of urban transformation (DRIVIT-UP)” a joitly event with I Conference on Data Science for the Social Sciences And VI Conference on Regional and Urban Planning] (pp. 131-133). UA Editora. https://doi.org/10.48528/pkzd-wz70

Alpalhão, N., Neto, M. D. C., & Motta, M. (2021)

Visualizing the Impact of COVID-19 in the Mobility Dynamics: A Dashboard Framework for Decision Support in Smart Cities. In S. Shirowzhan (Ed.), Data Visualization [Working Title] (pp. 1-12) https://doi.org/10.5772/intechopen.96295