Savvas Karatsiolis

Region based Support Vector Machine algorithm for medical diagnosis on Pima Indian Diabetes dataset

Savvas Karatsiolis, Christos N. Schizas · 2012 · 59 citations

Engineering, Machine Learning, Diagnosis +22

IMG2nDSM: Height Estimation from Single Airborne RGB Images with Deep Learning

Savvas Karatsiolis, Andreas Kamilaris, Ian R. Cole · Remote Sensing · 2021 · 35 citations · Full text

Geometric Learning, Engineering, Machine Learning +18

Counting sea lions and elephants from aerial photography using deep learning with density maps

Chirag Padubidri, Andreas Kamilaris, Savvas Karatsiolis et al. · Animal Biotelemetry · 2021 · 30 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Accurate Detection of Illegal Dumping Sites Using High Resolution Aerial Photography and Deep Learning

Chirag Padubidri, Andreas Kamilaris, Savvas Karatsiolis · 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) · 2022 · 13 citations · Full text

Convolutional Neural Network, Accurate Detection, Machine Vision +14

Conditional Generative Denoising Autoencoder

Savvas Karatsiolis, Christos N. Schizas · IEEE Transactions on Neural Networks and Learning Systems · 2019 · 12 citations

Image Analysis, Machine Learning, Data Science +13