Gustavo Furquim

Publication Activity (10 Years)

Years Active: 2014-2018
Publications (10 Years): 2

Top Topics

Wireless Sensor Networks

Forecasting Model

Rainfall Runoff

Top Venues

Neural Comput. Appl.

Publications

Gustavo Furquim, Geraldo P. R. Filho, Roozbeh Jalali, Gustavo Pessin, Richard W. Pazzi, Jó Ueyama
How to Improve Fault Tolerance in Disaster Predictions: A Case Study about Flash Floods Using IoT, ML and Real Data. Sensors 18 (3) (2018)
Gustavo Furquim, Gustavo Pessin, Bruno S. Faiçal, Eduardo M. Mendiondo, Jó Ueyama
Improving the accuracy of a flood forecasting model by means of machine learning and chaos theory - A case study involving a real wireless sensor network deployment in Brazil. Neural Comput. Appl. 27 (5) (2016)
Gustavo Furquim, Gustavo Pessin, Pedro Henrique Gomes, Eduardo M. Mendiondo, Jó Ueyama
A Distributed Approach to Flood Prediction Using a WSN and ML: A Comparative Study of ML Techniques in a WSN Deployed in Brazil. IDEAL (2015)
Gustavo Furquim, Filipe Neto, Gustavo Pessin, Jo Ueyama, João Porto de Albuquerque, Maria Clara Fava, Eduardo M. Mendiondo, Vladimir C. B. de Souza, Desislava C. Dimitrova, Torsten Braun
Combining Wireless Sensor Networks and Machine Learning for Flash Flood Nowcasting. AINA Workshops (2014)
Bruno S. Faiçal, Gustavo Pessin, Geraldo P. R. Filho, André C. P. L. F. de Carvalho, Gustavo Furquim, Jo Ueyama
Fine-Tuning of UAV Control Rules for Spraying Pesticides on Crop Fields. ICTAI (2014)
Bruno S. Faiçal, Gustavo Pessin, Geraldo P. R. Filho, Gustavo Furquim, André C. P. L. F. de Carvalho, Jó Ueyama
Exploiting Evolution on UAV Control Rules for Spraying Pesticides on Crop Fields. EANN (2014)
Gustavo Furquim, Rodrigo Mello, Gustavo Pessin, Bruno S. Faiçal, Eduardo M. Mendiondo, Jó Ueyama
An Accurate Flood Forecasting Model Using Wireless Sensor Networks and Chaos Theory: A Case Study with Real WSN Deployment in Brazil. EANN (2014)