Combining Wireless Sensor Networks and Machine Learning for Flash Flood Nowcasting.
Gustavo FurquimFilipe NetoGustavo PessinJo UeyamaJoão Porto de AlbuquerqueMaria Clara FavaEduardo M. MendiondoVladimir C. B. de SouzaDesislava C. DimitrovaTorsten BraunPublished in: AINA Workshops (2014)
Keyphrases
- sensor nodes
- wireless sensor networks
- machine learning
- sensor networks
- energy consumption
- energy efficient
- data transmission
- base station
- wireless communication
- resource constrained
- data aggregation
- sensor data
- multi hop
- routing algorithm
- pattern recognition
- support vector machine
- supervised machine learning
- combining multiple
- machine learning algorithms
- data mining
- artificial intelligence
- feature selection
- decision trees
- environmental monitoring
- computer vision
- machine learning and data mining
- active learning
- knowledge discovery
- text classification
- semi supervised learning
- learning systems
- decision making
- supervised learning
- learning tasks
- knowledge acquisition
- information retrieval
- energy aware