Orestis Tsinalis

Building a generic platform for big sensor data application

Moustafa Ghanem, Yike Guo, Chao Wu, 2013, 2013 IEEE International Conference on Big Data.

Concinnity: A Generic Platform for Big Sensor Data Applications

Yike Guo, Chao Wu, David Birch, 2014, IEEE Cloud Computing.

Elastic Information Management for Air Pollution Monitoring in Large-Scale M2M Sensor Networks

Chao Wu, Yike Guo, Yajie Ma, 2013, Int. J. Distributed Sens. Networks.

Deep learning for automated sleep monitoring

Orestis Tsinalis, 2016 .

Automatic Sleep Stage Scoring Using Time-Frequency Analysis and Stacked Sparse Autoencoders

Yike Guo, Paul M Matthews, Orestis Tsinalis, 2015, Annals of Biomedical Engineering.

Automatic Sleep Stage Scoring with Single-Channel EEG Using Convolutional Neural Networks pdf

Yike Guo, Stefanos Zafeiriou, Paul M. Matthews, 2016, ArXiv.