Misha Pavel

According to our database1, Misha Pavel authored at least 82 papers between 1996 and 2024.

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Bibliography

2024
Modeling engagement with a digital behavior change intervention (HeartSteps II): An exploratory system identification approach.
J. Biomed. Informatics, 2024

2023
A Unified Dynamic Model for the Decomposition of Skin Conductance and the Inference of Sudomotor Nerve Activities.
CoRR, 2023

Toward A Dynamic Comfort Model for Human-Building Interaction in Grid-Interactive Efficient Buildings: Supported by Field Data.
CoRR, 2023

2022
BayesLDM: A Domain-Specific Language for Probabilistic Modeling of Longitudinal Data.
CoRR, 2022

BayesLDM: A Domain-specific Modeling Language for Probabilistic Modeling of Longitudinal Data.
Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2022

2021
Reducing Motion Artifacts of Pulse Intervals from Photoplethysmogram of a Commercial Wristband for Heart Rate Variability Analysis.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Investigating a classical neuropsychological test in a real world context.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Unobtrusive, Continuous LIDAR-Based Measurement of Gait Characteristics at Home.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
Assessing Parkinson's disease severity using speech analysis in non-native speakers.
Comput. Speech Lang., 2020

2019
How to Validate Heart Rate Monitoring Wearables for Just-in-Time Adaptive Health Interventions? Development of Comparison Testing Guidelines.
Proceedings of the AMIA 2019, 2019

2018
Designing and Evaluating mHealth Interventions for Vulnerable Populations: A Systematic Review.
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017
Can accelerometry data improve estimates of heart rate variability from wrist pulse PPG sensors?
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

The Accuracy of Monitoring Stress from Wearable Devices.
Proceedings of the AMIA 2017, 2017

Modeling Opportunities in mHealth Cyber-Physical Systems.
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017

2016
Design and Evaluation of an Interactive Exercise Coaching System for Older Adults: Lessons Learned.
IEEE J. Biomed. Health Informatics, 2016

Behavioral informatics: Dynamical models for measuring and assessing behaviors for precision interventions.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Real-time measures of context to improve fall-detection models.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
A Statistical Characterization of the Finger Tapping Test: Modeling, Estimation, and Applications.
IEEE J. Biomed. Health Informatics, 2015

Behavioral Informatics and Computational Modeling in Support of Proactive Health Management and Care.
IEEE Trans. Biomed. Eng., 2015

Multi-disciplinary Design and In-Home Evaluation of Kinect-Based Exercise Coaching System for Elderly.
Proceedings of the Human Aspects of IT for the Aged Population. Design for Everyday Life, 2015

Exploratory analysis of associations between individual lifestyles and heart rate variability -based recovery during sleep.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

The shape of health: A comparison of five alternative ways of visualizing personal health and wellbeing.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Remote health coaching for interactive exercise with older adults in a home environment.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Time-series modeling of long-term weight self-monitoring data.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Outlier detection in weight time series of connected scales.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014
Unobtrusive In-Home Detection of Time Spent Out-of-Home With Applications to Loneliness and Physical Activity.
IEEE J. Biomed. Health Informatics, 2014

Assessing Executive Function Using a Computer Game: Computational Modeling of Cognitive Processes.
IEEE J. Biomed. Health Informatics, 2014

SmartHealthSys 2014: ACM ubicomp international workshop on smart health systems and applications.
Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

A framework for harmonizing sensor data to support embedded health assessment.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Comparative assessment of sleep quality estimates using home monitoring technology.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Quantification of human movement for assessment in automated exercise coaching.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

The role of computational, multiscale models in behavioral informatics.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

2013
Mobile Health: Revolutionizing Healthcare Through Transdisciplinary Research.
Computer, 2013

Removal of Ocular Artifacts from EEG Using Learned Templates.
Proceedings of the Foundations of Augmented Cognition, 2013

2012
DIRAC: Detection and Identification of Rare Audio-Visual Events.
Proceedings of the Detection and Identification of Rare Audiovisual Cues, 2012

Beyond Novelty Detection: Incongruent Events, When General and Specific Classifiers Disagree.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Neural correlates of visual perception in rapid serial visual presentation paradigms.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

SVM to detect the presence of visitors in a smart home environment.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

A state-space model for finger tapping with applications to cognitive inference.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Gaussian model for movement detection during Sleep.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
On the disambiguation of passively measured in-home gait velocities from multi-person smart homes.
J. Ambient Intell. Smart Environ., 2011

A framework for rapid visual image search using single-trial brain evoked responses.
Neurocomputing, 2011

Characterizing the Performance Limits of High Speed Image Triage Using Bayesian Search Theory.
Proceedings of the Foundations of Augmented Cognition. Directing the Future of Adaptive Systems, 2011

Unobtrusive in-home assessment by means of everyday computer mouse usage.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Measuring changes in activity patterns during a norovirus epidemic at a retirement community.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Unobtrusive monitoring of the longitudinal evolution of in-home gait velocity data with applications to elder care.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

A method for classification of movements in bed.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Detection of movement in bed using unobtrusive load cell sensors.
IEEE Trans. Inf. Technol. Biomed., 2010

Unobtrusive and Ubiquitous In-Home Monitoring: A Methodology for Continuous Assessment of Gait Velocity in Elders.
IEEE Trans. Biomed. Eng., 2010

Optimizing Medication Reminders Using a Decision-Theoretic Framework.
Proceedings of the MEDINFO 2010, 2010

2009
Reconciliation of human and machine speech recognition performance.
Proceedings of the IEEE International Conference on Acoustics, 2009

Target detection using incremental learning on single-trial evoked response.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Beyond Novelty Detection: Incongruent Events, when General and Specific Classifiers Disagree.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

The DIRAC AWEAR audio-visual platform for detection of unexpected and incongruent events.
Proceedings of the 10th International Conference on Multimodal Interfaces, 2008

Large-scale image database triage via EEG evoked responses.
Proceedings of the IEEE International Conference on Acoustics, 2008

Rapid image analysis using neural signals.
Proceedings of the Extended Abstracts Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

2007
Distributed Healthcare: Simultaneous Assessment of Multiple Individuals.
IEEE Pervasive Comput., 2007

Channel Selection and Feature Projection for Cognitive Load Estimation Using Ambulatory EEG.
Comput. Intell. Neurosci., 2007

A Framework for Cognitive Monitoring Using Computer Game Interactions.
Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007

A Statistical Reasoning System for Medication Prompting.
Proceedings of the UbiComp 2007: Ubiquitous Computing, 9th International Conference, 2007

2006
Automatic Frequency Bands Segmentation Using Statistical Similarity for Power Spectrum Density Based Brain Computer Interfaces.
Proceedings of the International Joint Conference on Neural Networks, 2006

Comparison of Linear and Nonlinear Approaches on Single Trial ERP Detection in Rapid Serial Visual Presentation Tasks.
Proceedings of the International Joint Conference on Neural Networks, 2006

Unobtrusive Assessment of Mobility.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Embedded Assessment Algorithms within Home-Based Cognitive Computer Game Exercises for Elders.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Boosting Linear Logistic Regression for Single Trial ERP Detection in Rapid Serial Visual Presentation Tasks.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Neurophysiologically driven image triage: a pilot study.
Proceedings of the Extended Abstracts Proceedings of the 2006 Conference on Human Factors in Computing Systems, 2006

2005
A typology for visualizing uncertainty.
Proceedings of the Visualization and Data Analysis 2005, 2005

A Spiking Neuron Model of Auditory Neural Coding.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Estimating cognitive state using EEG signals.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
Unobtrusive monitoring of computer interactions to detect cognitive status in elders.
IEEE Trans. Inf. Technol. Biomed., 2004

Density Boosting for Gaussian Mixtures.
Proceedings of the Neural Information Processing, 11th International Conference, 2004

Performance Advantage of Combined Classifiers in Multi-category Cases: An Analysis.
Proceedings of the Neural Information Processing, 11th International Conference, 2004

2003
Augmented Cognition: Allocation of Attention.
Proceedings of the 36th Hawaii International Conference on System Sciences (HICSS-36 2003), 2003

2002
Robust image recognition by fusion of contextual information.
Inf. Fusion, 2002

Adjustment Learning and Relevant Component Analysis.
Proceedings of the Computer Vision, 2002

2001
Context Shifts: Extending the Meanings of Physical Objects With Language.
Hum. Comput. Interact., 2001

A visual modality for the augmentation of paper.
Proceedings of the 2001 workshop on Perceptive user interfaces, 2001

1999
On the relative importance of various components of the modulation spectrum for automatic speech recognition.
Speech Commun., 1999

1998
Probabilistic Image Sensor Fusion.
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

1997
On the importance of various modulation frequencies for speech recognition.
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

1996
Towards ASR on partially corrupted speech.
Proceedings of the 4th International Conference on Spoken Language Processing, 1996

Intelligibility of speech with filtered time trajectories of spectral envelopes.
Proceedings of the 4th International Conference on Spoken Language Processing, 1996


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