Browse by Aston Author

2021

Raykov, Yordan Petrov, Evers, Luc, Badawy, Reham, Bloem, Bastiaan R., Heskes, Tom, Meinders, Marjan, Claes, Kasper and Little, Max A. (2021). Probabilistic modelling of gait for robust passive monitoring in daily life. IEEE Journal of Biomedical and Health Informatics, 25 (6), pp. 2293-2304.

2020

Evers, Luc Jw, Raykov, Yordan P, Krijthe, Jesse H, Silva De Lima, Ana Lígia, Badawy, Reham, Claes, Kasper, Heskes, Tom M, Little, Max A, Meinders, Marjan J and Bloem, Bastiaan R (2020). Real-Life Gait Performance as a Digital Biomarker for Motor Fluctuations: The Parkinson@Home Validation Study. Journal of Medical Internet Research, 22 (10),

Qarout, Yazan, Raykov, Yordan P. and Little, Max A. (2020). Probabilistic Modelling for Unsupervised Analysis of Human Behaviour in Smart Cities. Sensors, 20 (3),

2019

Krzak, Monika, Raykov, Yordan, Boukouvalas, Alexios, Cutillo, Luisa and Angelini, Claudia (2019). Benchmark and Parameter Sensitivity Analysis of Single-Cell RNA Sequencing Clustering Methods. Frontiers in Genetics, 10 ,

Poorjam, Amir Hossein, Kavalekalam, Mathew S., Shi, Liming, Yordan, Raykov, Jensen, Jesper B., Little, Max A and Christensen, Mads Græsbøll (2019). Automatic Quality Control and Enhancement for Voice-Based Remote Parkinson’s Disease Detection. Working Paper. UNSPECIFIED.

Poorjam, Amir Hossein, Raykov, Yordan P., Badawy, Reham, Jensen, Jesper Rindom, Christensen, Mads Grasboll and Little, Max A. (2019). Quality Control of Voice Recordings in Remote Parkinson’S Disease Monitoring Using the Infinite Hidden Markov Model. ICASSP 2019, 2019-M , pp. 805-809.

2018

Badawy, Reham, Raykov, Yordan, Evers, Luc J.W., Bloem, Bastiaan R., Faber, Marjan J., Zhan, Andong, Claes, Kasper and Little, Max A (2018). Automated Quality Control for Sensor Based Symptom Measurement Performed Outside the Lab. Sensors, 18 (4),

2016

Raykov, Yordan P., Boukouvalas, Alexios and Little, Max A. (2016). Simple approximate MAP inference for Dirichlet processes mixtures. Electronic Journal of Statistics, 10 (2), pp. 3548-3578.

Raykov, Yordan P., Boukouvalas, Alexis, Baig, Fahd and Little, Max A. (2016). What to do when K-means clustering fails:a simple yet principled alternative algorithm. PLoS ONE, 11 (9),

Raykov, Yordan P., Ozer, Emre, Dasika, Ganesh, Boukouvalas, Alexis and Little, Max A. (2016). Predicting room occupancy with a single passive infrared (PIR) sensor through behavior extraction. IN: UbiComp 2016 - Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing. DEU: ACM.