INESC TEC
INESC TEC
INESC TEC
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Tânia Daniela Fontes

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

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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

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