Sonja Pravilovic

Publication Activity (10 Years)

Years Active: 2013-2018
Publications (10 Years): 3

Top Topics

Cluster Analysis

Short Term Prediction

Top Venues

Discovery Science

Publications

Sonja Pravilovic, Annalisa Appice, Donato Malerba
Leveraging correlation across space and time to interpolate geophysical data via CoKriging. Int. J. Geogr. Inf. Sci. 32 (1) (2018)
Sonja Pravilovic, Massimo Bilancia, Annalisa Appice, Donato Malerba
Using multiple time series analysis for geosensor data forecasting. Inf. Sci. 380 (2017)
Annalisa Appice, Sonja Pravilovic, Donato Malerba, Antonietta Lanza
Sampling Training Data for Accurate Hyperspectral Image Classification via Tree-Based Spatial Clustering. AI*IA (2017)
Annalisa Appice, Sonja Pravilovic, Antonietta Lanza, Donato Malerba
Very Short-Term Wind Speed Forecasting Using Spatio-Temporal Lazy Learning. Discovery Science (2015)
Sonja Pravilovic, Annalisa Appice, Donato Malerba
Integrating Cluster Analysis to the ARIMA Model for Forecasting Geosensor Data. ISMIS (2014)
Sonja Pravilovic, Annalisa Appice, Antonietta Lanza, Donato Malerba
Mining Cluster-Based Models of Time Series for Wind Power Prediction. SEBD (2014)
Sonja Pravilovic, Annalisa Appice, Antonietta Lanza, Donato Malerba
Wind Power Forecasting Using Time Series Cluster Analysis. Discovery Science (2014)
Annalisa Appice, Sonja Pravilovic, Donato Malerba, Antonietta Lanza
Enhancing Regression Models with Spatio-temporal Indicator Additions. AI*IA (2013)
Sonja Pravilovic, Annalisa Appice, Donato Malerba
Process Mining to Forecast the Future of Running Cases. NFMCP (2013)
Annalisa Appice, Sonja Pravilovic, Donato Malerba
Predictive Regional Trees to Supplement Geo-Physical Random Fields. CORES (2013)
Sonja Pravilovic, Annalisa Appice, Donato Malerba
An Intelligent Technique for Forecasting Spatially Correlated Time Series. AI*IA (2013)