Max A. Little
Orcid: 0000-0002-1507-3822Affiliations:
- Aston University, Birmingham, UK
According to our database1,
Max A. Little
authored at least 44 papers
between 2005 and 2024.
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Bibliography
2024
2023
An efficient, provably exact algorithm for the 0-1 loss linear classification problem.
CoRR, 2023
2022
Pattern Recognit., 2022
GRAPL: A computational library for nonparametric structural causal modelling, analysis and inference.
J. Open Source Softw., 2022
TSDF: A simple yet comprehensive, unified data storage and exchange format standard for digital biosensor data in health applications.
CoRR, 2022
Patient-Specific Game-Based Transfer Method for Parkinson's Disease Severity Prediction.
CoRR, 2022
2021
IEEE J. Biomed. Health Informatics, 2021
Automatic quality control and enhancement for voice-based remote Parkinson's disease detection.
Speech Commun., 2021
Few-shot time series segmentation using prototype-defined infinite hidden Markov models.
CoRR, 2021
Remote Assessment of Parkinson's Disease Symptom Severity Using the Simulated Cellular Mobile Telephone Network.
IEEE Access, 2021
2020
Probabilistic Modelling for Unsupervised Analysis of Human Behaviour in Smart Cities.
Sensors, 2020
CoRR, 2020
2019
IEEE ACM Trans. Audio Speech Lang. Process., 2019
IEEE J. Sel. Top. Signal Process., 2019
Quality Control of Voice Recordings in Remote Parkinson's Disease Monitoring Using the Infinite Hidden Markov Model.
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
Automated Quality Control for Sensor Based Symptom Measurement Performed Outside the Lab.
Sensors, 2018
Consumer Smartwatches for Collecting Self-Report and Sensor Data: App Design and Engagement.
Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018
A Supervised Approach to Global Signal-to-Noise Ratio Estimation for Whispered and Pathological Voices.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
2017
Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017
Dominant Distortion Classification for Pre-Processing of Vowels in Remote Biomedical Voice Analysis.
Proceedings of the Interspeech 2017, 2017
2016
High Frequency Remote Monitoring of Parkinson's Disease via Smartphone: Platform Overview and Medication Response Detection.
CoRR, 2016
Predicting room occupancy with a single passive infrared (PIR) sensor through behavior extraction.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016
2014
High accuracy discrimination of Parkinson's disease participants from healthy controls using smartphones.
Proceedings of the IEEE International Conference on Acoustics, 2014
An efficient, approximate path-following algorithm for elastic net based nonlinear spike enhancement.
Proceedings of the 22nd European Signal Processing Conference, 2014
2013
The Virtuous Circle of the Quantified Self: A Human Computational Approach to Improved Health Outcomes.
Proceedings of the Handbook of Human Computation, 2013
Highly comparative time-series analysis: The empirical structure of time series and their methods.
CoRR, 2013
2012
Novel Speech Signal Processing Algorithms for High-Accuracy Classification of Parkinson's Disease.
IEEE Trans. Biomed. Eng., 2012
IEEE Trans. Biomed. Eng., 2012
2011
Mathematical Foundations of Nonlinear, Non-Gaussian, and Time-Varying Digital Speech Signal Processing.
Proceedings of the Advances in Nonlinear Speech Processing, 2011
Robust parsimonious selection of dysphonia measures for telemonitoring of Parkinson's disease symptom severity.
Proceedings of the 7th International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications, 2011
2010
Accurate Telemonitoring of Parkinson's Disease Progression by Noninvasive Speech Tests.
IEEE Trans. Biomed. Eng., 2010
Enhanced classical dysphonia measures and sparse regression for telemonitoring of Parkinson's disease progression.
Proceedings of the IEEE International Conference on Acoustics, 2010
Sparse Bayesian step-filtering for high-throughput analysis of molecular machine dynamics.
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
IEEE Trans. Biomed. Eng., 2009
2008
2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2005
Proceedings of the Nonlinear Analyses and Algorithms for Speech Processing, 2005