Asim Smailagic

Orcid: 0000-0001-8524-997X

According to our database1, Asim Smailagic authored at least 132 papers between 1993 and 2024.

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Awards

IEEE Fellow

IEEE Fellow 2010, "For contributions to wearable, pervasive, and context aware computing".

Timeline

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Bibliography

2024
Enabling AI and Robotic Coaches for Physical Rehabilitation Therapy: Iterative Design and Evaluation with Therapists and Post-stroke Survivors.
Int. J. Soc. Robotics, January, 2024

2023
Design, development, and evaluation of an interactive personalized social robot to monitor and coach post-stroke rehabilitation exercises.
User Model. User Adapt. Interact., April, 2023

<i>DeepFixCX</i>: Explainable privacy-preserving image compression for medical image analysis.
WIREs Data. Mining. Knowl. Discov., 2023

ExplainFix: Explainable spatially fixed deep networks.
WIREs Data. Mining. Knowl. Discov., 2023

Addressing Chest Radiograph Projection Bias in Deep Classification Models.
Proceedings of the Medical Imaging with Deep Learning, 2023

Skeleton Tracking Solutions for a Low-Cost Stroke Rehabilitation Support System.
Proceedings of the International Conference on Rehabilitation Robotics, 2023

ZEBRA: Explaining rare cases through outlying interpretable concepts.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Privacy-Preserving Case-Based Explanations: Enabling Visual Interpretability by Protecting Privacy.
IEEE Access, 2022

Towards Efficient Annotations for a Human-AI Collaborative, Clinical Decision Support System: A Case Study on Physical Stroke Rehabilitation Assessment.
Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22, 2022

Explainable Deep Learning for Non-Invasive Detection of Pulmonary Artery Hypertension from Heart Sounds.
Proceedings of the Computing in Cardiology, 2022

HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021
A Human-AI Collaborative Approach for Clinical Decision Making on Rehabilitation Assessment.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020
O-MedAL: Online active deep learning for medical image analysis.
WIREs Data Mining Knowl. Discov., 2020

Co-Design and Evaluation of an Intelligent Decision Support System for Stroke Rehabilitation Assessment.
Proc. ACM Hum. Comput. Interact., 2020

Designing Personalized Interaction of a Socially Assistive Robot for Stroke Rehabilitation Therapy.
CoRR, 2020

Opportunities of a Machine Learning-based Decision Support System for Stroke Rehabilitation Assessment.
CoRR, 2020

An Exploratory Study on Techniques for Quantitative Assessment of Stroke Rehabilitation Exercises.
Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization, 2020

Towards Personalized Interaction and Corrective Feedback of a Socially Assistive Robot for Post-Stroke Rehabilitation Therapy.
Proceedings of the 29th IEEE International Conference on Robot and Human Interactive Communication, 2020

Enhancement of Retinal Fundus Images via Pixel Color Amplification.
Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020

Interactive hybrid approach to combine machine and human intelligence for personalized rehabilitation assessment.
Proceedings of the ACM CHIL '20: ACM Conference on Health, 2020

2019
Attention Filtering for Multi-person Spatiotemporal Action Detection on Deep Two-Stream CNN Architectures.
CoRR, 2019

Design and Assessment of Myoelectric Games for Prosthesis Training of Upper Limb Amputees.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

EyeWeS: Weakly Supervised Pre-Trained Convolutional Neural Networks for Diabetic Retinopathy Detection.
Proceedings of the 16th International Conference on Machine Vision Applications, 2019

Learning to assess the quality of stroke rehabilitation exercises.
Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019

Improving Lesion Segmentation for Diabetic Retinopathy Using Adversarial Learning.
Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019

Learned Pre-processing for Automatic Diabetic Retinopathy Detection on Eye Fundus Images.
Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019

Weighted Multisource Tradaboost.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

2018
MedAL: Deep Active Learning Sampling Method for Medical Image Analysis.
CoRR, 2018

A Weakly-Supervised Framework for Interpretable Diabetic Retinopathy Detection on Retinal Images.
IEEE Access, 2018

MedAL: Accurate and Robust Deep Active Learning for Medical Image Analysis.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

AHA-3D: A Labelled Dataset for Senior Fitness Exercise Recognition and Segmentation from 3D Skeletal Data.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
BeatLex: Summarizing and Forecasting Time Series with Patterns.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Monitoring Health Changes in Congestive Heart Failure Patients Using Wearables and Clinical Data.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

EyeQual: Accurate, Explainable, Retinal Image Quality Assessment.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

Real-Time Depth-Camera Based Hand Tracking for ASL Recognition.
Proceedings of the 19th International ACM SIGACCESS Conference on Computers and Accessibility, 2017

2016
An Adaptive Filter for the Removal of Drifting Sinusoidal Noise Without a Reference.
IEEE J. Biomed. Health Informatics, 2016

A QUARTER CENTURY of User-Centered Design Engineering Project Classes with Multi-Disciplinary Teams.
GetMobile Mob. Comput. Commun., 2016

Using Latent Variable Autoregression to Monitor the Health of Individuals with Congestive Heart Failure.
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

Using Crowd Sourcing to Measure the Effects of System Response Delays on User Engagement.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

Customizable 3D Printed Tactile Maps as Interactive Overlays.
Proceedings of the 18th International ACM SIGACCESS Conference on Computers and Accessibility, 2016

2015
Converting Mobile Sensing in Data and Data into Action.
Proceedings of the 16th IEEE International Conference on Mobile Data Management, 2015

Usability Testing of a Prototype Multi-User Telehealth Kiosk.
Proceedings of the Driving Quality in Informatics: Fulfilling the Promise, 2015

Serious Games for Home-based Stroke Rehabilitation.
Proceedings of the Enabling Health Informatics Applications [ICIMTH 2015, 2015

Using physiological sensors to detect levels of user frustration induced by system delays.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015

TactileMaps.net: A Web Interface for Generating Customized 3D-Printable Tactile Maps.
Proceedings of the 17th International ACM SIGACCESS Conference on Computers & Accessibility, 2015

2014
QuiltView: a crowd-sourced video response system.
Proceedings of the 15th Workshop on Mobile Computing Systems and Applications, 2014

A technology probe of wearable in-home computer-assisted physical therapy.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014

2013
Automated Filtering of Common-Mode Artifacts in Multichannel Physiological Recordings.
IEEE Trans. Biomed. Eng., 2013

Designing the Community Multi-user Health Kiosk.
Proceedings of the Enabling Health and Healthcare through ICT, 2013

Emotion Recognition Modulating the Behavior of Intelligent Systems.
Proceedings of the 2013 IEEE International Symposium on Multimedia, 2013

2012
Architecture and Applications of Virtual Coaches.
Proc. IEEE, 2012

A Survey of Feedback Modalities for Wheelchair Power Seat Functions.
IEEE Pervasive Comput., 2012

iPod for Home Balance Rehabilitation Exercise Monitoring.
Proceedings of the 16th International Symposium on Wearable Computers, 2012

Sparse linear regression with elastic net regularization for brain-computer interfaces.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Fully Automated Reduction of Ocular Artifacts in High-Dimensional Neural Data.
IEEE Trans. Biomed. Eng., 2011

New Advances in Wearable Computing.
IEEE Pervasive Comput., 2011

Continuous inference of psychological stress from sensory measurements collected in the natural environment.
Proceedings of the 10th International Conference on Information Processing in Sensor Networks, 2011

Frequency tracking and variable bandwidth for line noise filtering without a reference.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Agent-assisted task management that reduces email overload.
Proceedings of the 15th International Conference on Intelligent User Interfaces, 2010

Message from steering committee chair.
Proceedings of the 14th IEEE International Symposium on Wearable Computers (ISWC 2010), 2010

2009
International Symposium on Wearable Computing (ISWC) 2008.
IEEE Pervasive Comput., 2009

Body Area Networking: Technology and Applications.
IEEE J. Sel. Areas Commun., 2009

Gesture-Controlled User Input to Complete Questionnaires on Wrist-Worn Watches.
Proceedings of the Human-Computer Interaction. Novel Interaction Methods and Techniques, 2009

Performance Analysis of an HMM-Based Gesture Recognition Using a Wristwatch Device.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

2008
Application Design for Wearable Computing
Synthesis Lectures on Mobile and Pervasive Computing, Morgan & Claypool Publishers, ISBN: 978-3-031-02476-4, 2008

Wearable context-aware food recognition for calorie monitoring.
Proceedings of the 12th IEEE International Symposium on Wearable Computers (ISWC 2008), September 28, 2008

Towards a Virtual Coach for manual wheelchair users.
Proceedings of the 12th IEEE International Symposium on Wearable Computers (ISWC 2008), September 28, 2008

Classifying wheelchair propulsion patterns with a wrist mounted accelerometer.
Proceedings of the 3rd International ICST Conference on Body Area Networks, 2008

2007
Rapid Prototyping Course on Mobile Computer Systems.
Proceedings of the IEEE International Conference on Microelectronic Systems Education, 2007

Learning an Orchestra Conductor's Technique Using a Wearable Sensor Platform.
Proceedings of the 11th IEEE International Symposium on Wearable Computers (ISWC 2007), 2007

Selective Sampling Strategies to Conserve Power in Context Aware Devices.
Proceedings of the 11th IEEE International Symposium on Wearable Computers (ISWC 2007), 2007

2006
Location and Activity Recognition Using eWatch: A Wearable Sensor Platform.
Proceedings of the Ambient Intelligence in Everyday Life - Foreword by Emile Aarts, 2006

Context-Aware Mobile Computing: Learning Context-Dependent Personal Preferences from a Wearable Sensor Array.
IEEE Trans. Mob. Comput., 2006

Supporting collaborative learning in engineering design.
Expert Syst. Appl., 2006

An Adaptive Two-Phase Approach to WiFi Location Sensing.
Proceedings of the 4th IEEE Conference on Pervasive Computing and Communications Workshops (PerCom 2006 Workshops), 2006

A Computer System for Accessing Ambient Display and Computing Resources in Wearable Environments.
Proceedings of the Tenth IEEE International Symposium on Wearable Computers (ISWC 2006), 2006

Eye of the Beholder: Phone-Based Text-Recognition for the Visually-Impaired.
Proceedings of the Tenth IEEE International Symposium on Wearable Computers (ISWC 2006), 2006

Activity Recognition and Monitoring Using Multiple Sensors on Different Body Positions.
Proceedings of the 2006 International Workshop on Wearable and Implantable Body Sensor Networks (BSN 2006), 2006

eWatch: A Wearable Sensor and Notification Platform.
Proceedings of the 2006 International Workshop on Wearable and Implantable Body Sensor Networks (BSN 2006), 2006

2005
Undergraduate embedded system education at Carnegie Mellon.
ACM Trans. Embed. Comput. Syst., 2005

A Context-Specific Electronic Design and Prototyping Course.
Proceedings of the 2005 International Conference on Microelectronics Systems Education, 2005

Analysis of Movement and Mobility of Wireless Network Users.
Proceedings of the Ninth IEEE International Symposium on Wearable Computers (ISWC 2005), 2005

Trading off Prediction Accuracy and Power Consumption for Context-Aware Wearable Computing.
Proceedings of the Ninth IEEE International Symposium on Wearable Computers (ISWC 2005), 2005

eWatch: Context Sensitive System Design Case Study.
Proceedings of the 2005 IEEE Computer Society Annual Symposium on VLSI (ISVLSI 2005), 2005

Implementation and Evaluation of the Personal Wellness Coach.
Proceedings of the 25th International Conference on Distributed Computing Systems Workshops (ICDCS 2005 Workshops), 2005

2004
Power Management for Mobile Computers.
Proceedings of the Mobile Computing Handbook., 2004

Introduction: Special Section on System Level Design.
J. VLSI Signal Process., 2004

Unsupervised machine learning and cognitive systems in learning user state for context-aware computing.
Proceedings of the 2004 International Conference on Machine Learning and Applications, 2004

2003
A case study of a system-level approach to power-aware computing.
ACM Trans. Embed. Comput. Syst., 2003

Wearable Computers: A New Paradigm in Computer Systems and Their Applications.
IEEE Trans. Computers, 2003

A System Design and Rapid Prototyping of Wearable Computers Course.
Proceedings of the 2003 International Conference on Microelectronics Systems Education, 2003

SenSay: A Context-Aware Mobile Phone.
Proceedings of the 7th International Symposium on Wearable Computers (ISWC 2003), 2003

Unsupervised, Dynamic Identification of Physiological and Activity Context in Wearable Computing.
Proceedings of the 7th International Symposium on Wearable Computers (ISWC 2003), 2003

System Design Approach To Power Aware Mobile Computers.
Proceedings of the 2003 IEEE Computer Society Annual Symposium on VLSI (ISVLSI 2003), 2003

2002
Location sensing and privacy in a context-aware computing environment.
IEEE Wirel. Commun., 2002

Application Design for Wearable and Context-Aware Computers.
IEEE Pervasive Comput., 2002

Project Aura: Toward Distraction-Free Pervasive Computing.
IEEE Pervasive Comput., 2002

System Design and Power Optimization for Mobile Computers.
Proceedings of the 2002 IEEE Computer Society Annual Symposium on VLSI (ISVLSI 2002), 2002

Multimodal Contextual Car-Driver Interface.
Proceedings of the 4th IEEE International Conference on Multimodal Interfaces (ICMI 2002), 2002

Team-Based Design: Collaborative Learning Across Time and Space.
Proceedings of the Seventh International Conference on CSCW in Design, 2002

2001
CMU wearable computers for real-time speech translation.
IEEE Wirel. Commun., 2001

Guest editorial: system level design.
IEEE Trans. Very Large Scale Integr. Syst., 2001

Toward Context-Aware Computing: Experiences and Lessons.
IEEE Intell. Syst., 2001

Rapid Prototyping of Computer Systems: Experiences and Lessons.
Proceedings of the 12th IEEE International Workshop on Rapid System Prototyping (RSP 2001), 2001

A System Design and Build Course on Wearable Computers.
Proceedings of the 2001 International Conference on Microelectronics Systems Education, 2001

2000
Power Consumption and Performance Analysis of Real-Time Speech Translator Smart Module.
Proceedings of the Fourth International Symposium on Wearable Computers (ISWC 2000), 2000

1999
System Level Design as Applied to CMU Wearable Computers.
J. VLSI Signal Process., 1999

Guest Editors' Introduction.
J. VLSI Signal Process., 1999

MoCCA: a mobile communication and computing architecture.
ACM SIGMOBILE Mob. Comput. Commun. Rev., 1999

User-centered interdisciplinary design of wearable computers.
ACM SIGMOBILE Mob. Comput. Commun. Rev., 1999

An Evaluation of Audio-Centric CMU Wearable Computers.
Mob. Networks Appl., 1999

A Project Oriented Design and Build Course on Wearable Computers.
Proceedings of the IEEE International Conference on Microelectronic Systems Education, 1999

CMU Wearable Computers for Real-Time Speech Translation.
Proceedings of the Third International Symposium on Wearable Computers (ISWC 1999), 1999

MoCCa: A Mobile Communication and Computing Architecture.
Proceedings of the Third International Symposium on Wearable Computers (ISWC 1999), 1999

1998
Very Rapid Prototyping of Wearable Computers: A Case Study of VuMan 3 Custom versus Off-the-Shelf Design Methodologies.
Des. Autom. Embed. Syst., 1998

Wearable computers for field inspectors: Delivering data and knowledge-based support in the field.
Proceedings of the Artificial Intelligence in Structural Engineering, 1998

MIA: A Wearable Computer for Bridge Inspectors.
Proceedings of the Second International Symposium on Wearable Computers (ISWC 1998), 1998

Adtranz: A Mobile Computing System for Maintenance and Collaboration.
Proceedings of the Second International Symposium on Wearable Computers (ISWC 1998), 1998

1997
Metronaut: A Wearable Computer with Sensing and Global Communication Capabilities.
Pers. Ubiquitous Comput., 1997

A multidisciplinary course in rapid prototyping of wearable computers.
Proceedings of the 1997 IEEE International Conference on Microelectronic Systems Education, 1997

Metronaut: A Wearable Computer with Sensing and Global Communication Capabilities.
Proceedings of the First International Symposium on Wearable Computers (ISWC 1997), 1997

ISAAC: A Voice Activated Speech Response System for Wearable Computers.
Proceedings of the First International Symposium on Wearable Computers (ISWC 1997), 1997

Very Rapid Prototyping of Wearable Computers: A Case Study of Custom versus Off-the-Shelf Design Methodologies.
Proceedings of the 34st Conference on Design Automation, 1997

The Design of a Wearable Computer.
Proceedings of the Human Factors in Computing Systems, 1997

1996
Matching interface design with user tasks. Modalities of interaction with CMU wearable computers.
IEEE Wirel. Commun., 1996

Reflections on a concurrent design methodology: a case study in wearable computer design.
Comput. Aided Des., 1996

Rapid Design and Manufacture of Wearable Computers.
Commun. ACM, 1996

1995
Benchmarking An Interdisciplinary Concurrent Design Methodology for Electronic/Mechanical Systems.
Proceedings of the 32st Conference on Design Automation, 1995

On site wearable computer system.
Proceedings of the Human Factors in Computing Systems, 1995

1994
The CMU Mobile Computers and Their Application for Maintenance.
Proceedings of the Mobile Computing [Mobidata Workshop on Mobile and Wireless Information Systems, Rutgers University, NJ, USA, October 31, 1994

The CMU Mobile Computers: A New Generation of Computer Systems.
Proceedings of the Spring COMPCON 94, Digest of Papers, San Francisco, California, USA, February 28, 1994

1993
A Case Study in Embedded-System Design: The VuMan 2 Wearable Computer.
IEEE Des. Test Comput., 1993


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