João Gante

According to our database, João Gante authored at least 14 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Machine Learning Model Attribution Challenge.

Elizabeth M. Merkhofer, Deepesh Chaudhari, Hyrum S. Anderson, Keith Manville, Lily Wong, João Gante

CoRR, 2023

2022

Uncertainty Estimation via Monte Carlo Dropout in CNN-Based mmWave MIMO Localization.

Mohammad Amin Maleki Sadr, Joao Gante, Benoît Champagne, Gabriel Falcão, Leonel Sousa

IEEE Signal Process. Lett., 2022

On Forecasting Project Activity Durations with Neural Networks.

Peter Zachares, Vahan Hovhannisyan, Carlos Ledezma, Joao Gante, Alan Mosca

Proceedings of the Engineering Applications of Neural Networks, 2022

2020

Deep Learning Architectures for Accurate Millimeter Wave Positioning in 5G.

João Gante, Gabriel Falcão, Leonel Sousa

Neural Process. Lett., 2020

Dethroning GPS: Low-Power Accurate 5G Positioning Systems Using Machine Learning.

Joao Gante, Leonel Sousa, Gabriel Falcão

IEEE J. Emerg. Sel. Topics Circuits Syst., 2020

Can 5G and Machine Learning Replace the Global Positioning System?

João Gante, Gabriel Falcão, Leonel Sousa

ERCIM News, 2020

How to Calibrate your Neural Network Classifier: Getting True Probabilities from a Classification Model.

Natalia Culakova, Dan Murphy, Joao Gante, Carlos Ledezma, Vahan Hovhannisyan, Alan Mosca

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2019

Enhancing Beamformed Fingerprint Outdoor Positioning with Hierarchical Convolutional Neural Networks.

João Gante, Gabriel Falcão, Leonel Sousa

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Beamformed Fingerprint Learning for Accurate Millimeter Wave Positioning.

Joao Gante, Gabriel Falcão, Leonel Sousa

Proceedings of the 88th IEEE Vehicular Technology Conference, 2018

Data-Aided Fast Beamforming Selection for 5G.

João Gante, Gabriel Falcão, Leonel Sousa

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2016

High-Level Designs of Complex FIR Filters on FPGAs for the SKA.

Haomiao Wang, Joao Gante, Ming Zhang, Gabriel Falcão, Leonel Sousa, Oliver Sinnen

Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

2015

Clustered Multiuser Detection Using SC-FDE Transmission with Iterative Receivers.

Joao Gante, Marco Gomes, Rui Dinis, Vítor Manuel Mendes da Silva

Proceedings of the IEEE 81st Vehicular Technology Conference, 2015

Towards an enhanced frequency reuse: Base station cooperation with turbo frequency domain receivers.

Joao Gante, Marco Gomes, Rui Dinis, Vítor Manuel Mendes da Silva

Proceedings of the 2015 IEEE International Conference on Communications, 2015

2014

Power Efficient MIMO SC-FDE Transmission Using Magnitude Modulation Techniques.

Joao Gante, Marco Gomes, Rui Dinis, Vítor Manuel Mendes da Silva, Francisco Cercas

Proceedings of the IEEE 80th Vehicular Technology Conference, 2014