Max A. Little

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 32

Top Topics

Quality Control

Probabilistic Principal Component Analysis

Top Venues

Artif. Intell. Medicine

Publications

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 (2024)
Dhurim Cakiqi, Max A. Little
Algorithmic syntactic causal identification. CoRR (2024)
Xi He, Max A. Little
EKM: An exact, polynomial-time algorithm for the k-medoids problem. CoRR (2024)
Max A. Little, Xi He, Ugur Kayas
Polymorphic dynamic programming by algebraic shortcut fusion. Formal Aspects Comput. 36 (2) (2024)
Xi He, Max A. Little
An efficient, provably exact algorithm for the 0-1 loss linear classification problem. CoRR (2023)
Tao Zhang, Haoran Shan, Max A. Little
Causal GraphSAGE: A robust graph method for classification based on causal sampling. Pattern Recognit. 128 (2022)
Max A. Little
GRAPL: A computational library for nonparametric structural causal modelling, analysis and inference. J. Open Source Softw. 7 (77) (2022)
Zaifa Xue, Huibin Lu, Tao Zhang, Max A. Little
Patient-Specific Game-Based Transfer Method for Parkinson's Disease Severity Prediction. CoRR (2022)
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 (2022)
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 (2021)
Max A. Little, Ugur Kayas
Polymorphic dynamic programming by algebraic shortcut fusion. CoRR (2021)
Yazan K. Qarout, Yordan P. Raykov, Max A. Little
Few-shot time series segmentation using prototype-defined infinite hidden Markov models. CoRR (2021)
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 (2021)
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) (2021)
Yazan K. Qarout, Yordan P. Raykov, Max A. Little
Probabilistic Modelling for Unsupervised Analysis of Human Behaviour in Smart Cities. Sensors 20 (3) (2020)
Adam Farooq, Yordan P. Raykov, Petar Raykov, Max A. Little
Latent feature sharing: an adaptive approach to linear decomposition models. CoRR (2020)
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 (2020)
Max A. Little, Reham Badawy
Causal bootstrapping. CoRR (2019)
Liming Shi, Jesper Kjær Nielsen, Jesper Rindom Jensen, Max A. Little, Mads Græsbøll Christensen
Bayesian Pitch Tracking Based on the Harmonic Model. CoRR (2019)
Adam Farooq, Yordan P. Raykov, Luc J. W. Evers, Max A. Little
Adaptive probabilistic principal component analysis. CoRR (2019)
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)
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) (2019)
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 (2019)
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) (2019)
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)
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) (2018)
Amir Hossein Poorjam, Max A. Little, Jesper Rindom Jensen, Mads Græsbøll Christensen
A Parametric Approach for Classification of Distortions in Pathological Voices. ICASSP (2018)
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)
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)
Liming Shi, Jesper Kjær Nielsen, Jesper Rindom Jensen, Max A. Little, Mads Græsbøll Christensen
A Kalman-based fundamental frequency estimation algorithm. WASPAA (2017)
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)
Andong Zhan, Max A. Little, Denzil A. Harris, Solomon O. Abiola, E. Ray Dorsey, Suchi Saria, Andreas Terzis
High Frequency Remote Monitoring of Parkinson's Disease via Smartphone: Platform Overview and Medication Response Detection. CoRR (2016)
Siddharth Arora, Vinayak Venkataraman, Sean Donohue, Kevin M. Biglan, Earl R. Dorsey, Max A. Little
High accuracy discrimination of Parkinson's disease participants from healthy controls using smartphones. ICASSP (2014)
Max A. Little
An efficient, approximate path-following algorithm for elastic net based nonlinear spike enhancement. EUSIPCO (2014)
Ben D. Fulcher, Max A. Little, Nick S. Jones
Highly comparative time-series analysis: The empirical structure of time series and their methods. CoRR (2013)
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) (2012)
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) (2012)
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) (2012)
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)
Max A. Little
Mathematical Foundations of Nonlinear, Non-Gaussian, and Time-Varying Digital Speech Signal Processing. NOLISP (2011)
Max A. Little, Nick S. Jones
Sparse Bayesian step-filtering for high-throughput analysis of molecular machine dynamics. ICASSP (2010)
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) (2010)
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)
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) (2009)
Max A. Little, Patrick E. McSharry, Irene M. Moroz, Stephen J. Roberts
Nonlinear, Biophysically-Informed Speech Pathology Detection. ICASSP (2) (2006)
Max A. Little, Patrick E. McSharry, Irene M. Moroz, Stephen J. Roberts
A Simple, Quasi-linear, Discrete Model of Vocal Fold Dynamics. NOLISP (2005)