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ORCIDMax A. Little
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- affiliation: Aston University, Birmingham, UK
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2020 – today
- 2024
[j17]Zaifa Xue, Huibin Lu, Tao Zhang, Max A. Little:
Patient-specific game-based transfer method for Parkinson's disease severity prediction. Artif. Intell. Medicine 150: 102810 (2024)- [j16]Max A. Little
, Xi He, Ugur Kayas:
Polymorphic dynamic programming by algebraic shortcut fusion. Formal Aspects Comput. 36(2): 11 (2024) - [j15]Adam Farooq, Yordan P. Raykov, Petar Raykov, Max A. Little:
Adaptive Latent Feature Sharing for Piecewise Linear Dimensionality Reduction. J. Mach. Learn. Res. 25: 135:1-135:42 (2024) - [i15]Dhurim Cakiqi, Max A. Little:
Algorithmic syntactic causal identification. CoRR abs/2403.09580 (2024) - [i14]Xi He, Max A. Little:
EKM: An exact, polynomial-time algorithm for the k-medoids problem. CoRR abs/2405.12237 (2024) - 2023
- [i13]Xi He, Max A. Little:
An efficient, provably exact algorithm for the 0-1 loss linear classification problem. CoRR abs/2306.12344 (2023) - 2022
- [j14]Max A. Little:
GRAPL: A computational library for nonparametric structural causal modelling, analysis and inference. J. Open Source Softw. 7(77): 4534 (2022) - [j13]Tao Zhang, Haoran Shan, Max A. Little:
Causal GraphSAGE: A robust graph method for classification based on causal sampling. Pattern Recognit. 128: 108696 (2022) - [i12]Zaifa Xue, Huibin Lu, Tao Zhang, Max A. Little:
Patient-Specific Game-Based Transfer Method for Parkinson's Disease Severity Prediction. CoRR abs/2208.04315 (2022) - [i11]Kasper Claes, Valentina Ticcinelli, Reham Badawy, Yordan P. Raykov, Luc J. W. Evers, Max A. Little:
TSDF: A simple yet comprehensive, unified data storage and exchange format standard for digital biosensor data in health applications. CoRR abs/2211.11294 (2022) - 2021
- [j12]Athanasios Tsanas, Max A. Little, Lorraine O. Ramig:
Remote Assessment of Parkinson's Disease Symptom Severity Using the Simulated Cellular Mobile Telephone Network. IEEE Access 9: 11024-11036 (2021) - [j11]Amir Hossein Poorjam, Mathew Shaji Kavalekalam, Liming Shi, Yordan P. Raykov, Jesper Rindom Jensen, Max A. Little, Mads Græsbøll Christensen:
Automatic quality control and enhancement for voice-based remote Parkinson's disease detection. Speech Commun. 127: 1-16 (2021) - [j10]Yordan P. Raykov, Luc J. W. Evers, Reham Badawy, Bastiaan R. Bloem, Tom M. Heskes, Marjan J. Meinders, Kasper Claes, Max A. Little:
Probabilistic Modelling of Gait for Robust Passive Monitoring in Daily Life. IEEE J. Biomed. Health Informatics 25(6): 2293-2304 (2021) - [i10]Yazan K. Qarout, Yordan P. Raykov, Max A. Little:
Few-shot time series segmentation using prototype-defined infinite hidden Markov models. CoRR abs/2102.03885 (2021) - [i9]Max A. Little, Ugur Kayas:
Polymorphic dynamic programming by algebraic shortcut fusion. CoRR abs/2107.01752 (2021) - 2020
- [j9]Yazan K. Qarout, Yordan P. Raykov, Max A. Little:
Probabilistic Modelling for Unsupervised Analysis of Human Behaviour in Smart Cities. Sensors 20(3): 784 (2020) - [i8]Yordan P. Raykov, Luc J. W. Evers, Reham Badawy, Bastiaan R. Bloem, Tom M. Heskes, Marjan J. Meinders, Kasper Claes, Max A. Little:
Probabilistic modelling of gait for robust passive monitoring in daily life. CoRR abs/2004.03047 (2020) - [i7]Adam Farooq, Yordan P. Raykov, Petar Raykov, Max A. Little:
Latent feature sharing: an adaptive approach to linear decomposition models. CoRR abs/2006.12369 (2020)
2010 – 2019
- 2019
- [j8]Amir Hossein Poorjam, Max A. Little, Jesper Rindom Jensen, Mads Græsbøll Christensen:
Quality Control in Remote Speech Data Collection. IEEE J. Sel. Top. Signal Process. 13(2): 236-243 (2019) - [j7]Liming Shi, Jesper Kjær Nielsen, Jesper Rindom Jensen, Max A. Little, Mads Græsbøll Christensen:
Robust Bayesian Pitch Tracking Based on the Harmonic Model. IEEE ACM Trans. Audio Speech Lang. Process. 27(11): 1737-1751 (2019) - [c15]Amir Hossein Poorjam, Yordan P. Raykov, Reham Badawy, Jesper Rindom Jensen, Mads Græsbøll Christensen, Max A. Little:
Quality Control of Voice Recordings in Remote Parkinson's Disease Monitoring Using the Infinite Hidden Markov Model. ICASSP 2019: 805-809 - [i6]Liming Shi, Jesper Kjær Nielsen, Jesper Rindom Jensen, Max A. Little, Mads Græsbøll Christensen:
Bayesian Pitch Tracking Based on the Harmonic Model. CoRR abs/1905.08557 (2019) - [i5]Adam Farooq, Yordan P. Raykov, Luc J. W. Evers, Max A. Little:
Adaptive probabilistic principal component analysis. CoRR abs/1905.11010 (2019) - [i4]Amir Hossein Poorjam, Mathew Shaji Kavalekalam, Liming Shi, Yordan P. Raykov, Jesper Rindom Jensen, Max A. Little, Mads Græsbøll Christensen:
Automatic Quality Control and Enhancement for Voice-Based Remote Parkinson's Disease Detection. CoRR abs/1905.11785 (2019) - [i3]Max A. Little, Reham Badawy:
Causal bootstrapping. CoRR abs/1910.09648 (2019) - 2018
- [j6]Reham Badawy, Yordan P. Raykov, Luc J. W. Evers, Bastiaan R. Bloem, Marjan J. Faber, Andong Zhan, Kasper Claes, Max A. Little:
Automated Quality Control for Sensor Based Symptom Measurement Performed Outside the Lab. Sensors 18(4): 1215 (2018) - [c14]Amir Hossein Poorjam, Max A. Little, Jesper Rindom Jensen, Mads Græsbøll Christensen:
A Parametric Approach for Classification of Distortions in Pathological Voices. ICASSP 2018: 286-290 - [c13]Amir Hossein Poorjam, Max A. Little, Jesper Rindom Jensen, Mads Græsbøll Christensen:
A Supervised Approach to Global Signal-to-Noise Ratio Estimation for Whispered and Pathological Voices. ICASSP 2018: 296-300 - [c12]Anna L. Beukenhorst, Jamie C. Sergeant, Max A. Little, John McBeth, William G. Dixon:
Consumer Smartwatches for Collecting Self-Report and Sensor Data: App Design and Engagement. MIE 2018: 291-295 - 2017
- [c11]Amir Hossein Poorjam, Jesper Rindom Jensen, Max A. Little, Mads Græsbøll Christensen:
Dominant Distortion Classification for Pre-Processing of Vowels in Remote Biomedical Voice Analysis. INTERSPEECH 2017: 289-293 - [c10]Liming Shi, Jesper Kjær Nielsen, Jesper Rindom Jensen, Max A. Little, Mads Græsbøll Christensen:
A Kalman-based fundamental frequency estimation algorithm. WASPAA 2017: 314-318 - 2016
- [c9]Yordan P. Raykov, Emre Ozer, Ganesh Dasika, Alexis Boukouvalas, Max A. Little:
Predicting room occupancy with a single passive infrared (PIR) sensor through behavior extraction. UbiComp 2016: 1016-1027 - [i2]Andong Zhan, Max A. Little, Denzil A. Harris, Solomon O. Abiola, Earl Ray Dorsey, Suchi Saria, Andreas Terzis:
High Frequency Remote Monitoring of Parkinson's Disease via Smartphone: Platform Overview and Medication Response Detection. CoRR abs/1601.00960 (2016) - 2014
- [c8]Max A. Little:
An efficient, approximate path-following algorithm for elastic net based nonlinear spike enhancement. EUSIPCO 2014: 1442-1446 - [c7]Siddharth Arora, Vinayak Venkataraman, Sean Donohue, Kevin M. Biglan, Earl Ray Dorsey, Max A. Little:
High accuracy discrimination of Parkinson's disease participants from healthy controls using smartphones. ICASSP 2014: 3641-3644 - 2013
- [r1]Paul Wicks, Max A. Little:
The Virtuous Circle of the Quantified Self: A Human Computational Approach to Improved Health Outcomes. Handbook of Human Computation 2013: 105-129 - [i1]Ben D. Fulcher, Max A. Little, Nick S. Jones:
Highly comparative time-series analysis: The empirical structure of time series and their methods. CoRR abs/1304.1209 (2013) - 2012
- [j5]Athanasios Tsanas, Max A. Little, Patrick E. McSharry, Jennifer L. Spielman, Lorraine O. Ramig:
Novel Speech Signal Processing Algorithms for High-Accuracy Classification of Parkinson's Disease. IEEE Trans. Biomed. Eng. 59(5): 1264-1271 (2012) - [j4]Paul J. Moore, Max A. Little, Patrick E. McSharry, John R. Geddes, Guy M. Goodwin:
Forecasting Depression in Bipolar Disorder. IEEE Trans. Biomed. Eng. 59(10): 2801-2807 (2012) - [j3]Paul J. Moore, Max A. Little, Patrick E. McSharry, John R. Geddes, Guy M. Goodwin:
Corrections to "Forecasting Depression in Bipolar Disorder". IEEE Trans. Biomed. Eng. 59(12): 3550 (2012) - 2011
- [c6]Athanasios Tsanas, Max A. Little, Patrick E. McSharry, Lorraine O. Ramig:
Robust parsimonious selection of dysphonia measures for telemonitoring of Parkinson's disease symptom severity. MAVEBA 2011: 169-172 - [c5]Max A. Little:
Mathematical Foundations of Nonlinear, Non-Gaussian, and Time-Varying Digital Speech Signal Processing. NOLISP 2011: 9-16 - 2010
- [j2]Athanasios Tsanas, Max A. Little, Patrick E. McSharry, Lorraine O. Ramig:
Accurate Telemonitoring of Parkinson's Disease Progression by Noninvasive Speech Tests. IEEE Trans. Biomed. Eng. 57(4): 884-893 (2010) - [c4]Athanasios Tsanas, Max A. Little, Patrick E. McSharry, Lorraine O. Ramig:
Enhanced classical dysphonia measures and sparse regression for telemonitoring of Parkinson's disease progression. ICASSP 2010: 594-597 - [c3]Max A. Little, Nick S. Jones:
Sparse Bayesian step-filtering for high-throughput analysis of molecular machine dynamics. ICASSP 2010: 4162-4165
2000 – 2009
- 2009
- [j1]Max A. Little, Patrick E. McSharry, Eric J. Hunter, Jennifer L. Spielman, Lorraine O. Ramig:
Suitability of Dysphonia Measurements for Telemonitoring of Parkinson's Disease. IEEE Trans. Biomed. Eng. 56(4): 1015-1022 (2009) - [d2]Athanasios Tsanas, Max A. Little:
Parkinsons Telemonitoring. UCI Machine Learning Repository, 2009
- 2008
- [d1]Max A. Little:
Parkinsons. UCI Machine Learning Repository, 2008 - 2006
- [c2]Max A. Little, Patrick E. McSharry, Irene M. Moroz, Stephen J. Roberts:
Nonlinear, Biophysically-Informed Speech Pathology Detection. ICASSP (2) 2006: 1080-1083 - 2005
- [c1]Max A. Little, Patrick E. McSharry, Irene M. Moroz, Stephen J. Roberts:
A Simple, Quasi-linear, Discrete Model of Vocal Fold Dynamics. NOLISP 2005: 348-356
Coauthor Index
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