
Tânia Daniela Fontes
Assistant Researcher
Tânia Fontes is a researcher at INESC TEC and is financed by National Funds through the FCT - Portuguese Foundation for Science and Technology (10.54499/2022.07805.CEECIND/CP1740/CT0001). Her area of expertise is urban mobility, people and cargo, focusing in particular on the assessment of the environmental impacts. Her research interests include the areas of transport policy assessment and the use of data science to support the design of decision support systems. Tânia has led several research projects in the area of passenger and cargo mobility, particularly in urban spaces (e-LOG and opti-MOVES). Besides these, she has actively collaborated on other research projects (eg Seamless Mobility, SmartDecision, CIVITAS-ELAN), consultancy projects (e.g. CIM-TS, VoxPop), and Cost actions (eg ARTS, TEA, TRANSITS). In 2016, she spent 6 months in Beijing to study the impacts of transport policies on the city's air quality. She regularly publishes in journals in the field of transport and environment. Tânia holds a PhD in Sciences Applied to the Environment from the University of Aveiro (2010). She also has a degree in Computer Engineering (ISEP, 2007) and Environmental Engineering (UFP, 2001).
Publications
Enhancing decision-making in transportation management: A comparative study of text classification models
Carneiro, E;Fontes, T;Rossetti, RJF;Kokkinogenis, Z;
2023
2023 IEEE 26TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS, ITSC
Bi-LSTM Neural Networks for Traffic Flow Prediction: An Empirical Evaluation
Alves, BA;Fontes, T;Rossetti, R;
2024
Progress in Artificial Intelligence - 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3-6, 2024, Proceedings, Part II
A Multi-Stakeholder Information System for Traffic Restriction Management
Malafaia, MI;Ribeiro, J;Fontes, T;
2024
LOGISTICS-BASEL
Impact of Kitchen Natural Gas Use on Indoor NO2 Levels and Human Health: A Case Study in Two European Cities
Barros, N;Fontes, T;
2024
APPLIED SCIENCES-BASEL
Supervised Theses
Design of a route-planner for urban public transport, promoting social inclusion
Rafael Marques Dias
M - 2019
UP-FEUP
Automatic identification of anomalies in the operation of urban public transport networks due to meteorological events
Ricardo Fernandes Correia
M - 2020
UP-FEUP
Especificação de requisitos para o desenvolvimento de um sistema de apoio à decisão para gestão de transportes públicos intermodais
João Nuno Lemos de Sousa
M - 2020
UP-FEUP
Urban transport evaluation using knowledge extracted from social media
Francisco André Barreiros Murços
M - 2021
UP-FEUP
