Fillia Makedon

Orcid: 0009-0001-8831-6872

Affiliations:
  • University of Texas at Arlington, USA


According to our database1, Fillia Makedon authored at least 309 papers between 1983 and 2023.

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Bibliography

2023
Depth-guided Free-space Segmentation for a Mobile Robot.
CoRR, 2023

An RGB-D Fusion System for Indoor Wheelchair Navigation.
Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

An EEG-based Cognitive Fatigue Detection System.
Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

Remote Operated Human Robot Interactive System using Hand Gestures for Persons with Disabilities.
Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

SmartFunction: An Immersive Vr System To Assess Attention Using Embodied Cognition.
Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

Detecting Cognitive Fatigue in Subjects with Traumatic Brain Injury from FMRI Scans Using Self-Supervised Learning.
Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

A Teleoperation Framework for Robots Utilizing Control Barrier Functions in Virtual Reality.
Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

Learning Indoors Free-Space Segmentation for a Mobile Robot from Positive Instances.
Proceedings of the Seventh IEEE International Conference on Robotic Computing, 2023

Enhancing Robustness of Indoor Robotic Navigation with Free-Space Segmentation Models Against Adversarial Attacks.
Proceedings of the Seventh IEEE International Conference on Robotic Computing, 2023

A Smart Sensor Suit (SSS) to Assess Cognitive and Physical Fatigue with Machine Learning.
Proceedings of the Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management, 2023

Indoors Traversability Estimation with RGB-Laser Fusion.
Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

2022
Assessing Fatigue with Multimodal Wearable Sensors and Machine Learning.
CoRR, 2022

Large-Scale Self-Supervised Human Activity Recognition.
Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022

Towards A Traversability Estimation Framework for An Indoor Scenario Using Contrastive Learning.
Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022

Automated System to Measure Static Balancing in Children to Assess Executive Function.
Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022

Smartphone Based IoT-Controller Framework for Assisting the Blind in Human Robot Interaction.
Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022

Light-Weight Seated Posture Guidance System with Machine Learning and Computer Vision.
Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022

Edge-IoT framework for speech and mobile-based human-robot interaction.
Proceedings of the MobiSys '22: The 20th Annual International Conference on Mobile Systems, Applications and Services, Portland, Oregon, 27 June 2022, 2022

Indoors Traversability Estimation with Less Labels for Mobile Robots.
Proceedings of the Sixth IEEE International Conference on Robotic Computing, 2022

2021
Understanding Cognitive Fatigue from fMRI Scans with Self-supervised Learning.
CoRR, 2021

Towards a Multi-purpose Robotic Nursing Assistant.
CoRR, 2021

Self-Supervised Human Activity Recognition by Augmenting Generative Adversarial Networks.
Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021

Automated system to measure Tandem Gait to assess executive functions in children.
Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021

End-User Framework for Robot Control.
Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021

MINA: A Multitasking Intelligent Nurse Aid Robot.
Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021

Manifolk: A 3D t-SNE Visualizer.
Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021

vIIIS: A Vocational Intelligent Interactive Immersive Storytelling Framework to Support Task Performance.
Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021

Designing a Vocational Immersive Storytelling Training and Support System to Evaluate Impact on Working and Episodic Memory.
Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021

Sequential Late Fusion Technique for Multi-modal Sentiment Analysis.
Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021

9PM: A Novel Interactive 9-Peg Board for Cognitive and Physical Assessment.
Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021

2020
A Survey on Contrastive Self-supervised Learning.
CoRR, 2020

Self-Supervised Human Activity Recognition by Augmenting Generative Adversarial Networks.
CoRR, 2020

Towards Game-based Assessment of Executive Functions in Children (short paper).
Proceedings of the Workshops of the 11th EETN Conference on Artificial Intelligence 2020 co-located with the 11th EETN Conference on Artificial Intelligence (SETN 2020), 2020

Towards a Real-Time Cognitive Load Assessment System for Industrial Human-Robot Cooperation.
Proceedings of the 29th IEEE International Conference on Robot and Human Interactive Communication, 2020

Towards cognitive fatigue detection from functional magnetic resonance imaging data.
Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020

Object detection and localization for an indoor assistive environment scenario.
Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020

Evaluation of 3D markerless pose estimation accuracy using openpose and depth information from a single RGB-D camera.
Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020

Towards a serious game based human-robot framework for fatigue assessment.
Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020

HAND-REHA: dynamic hand gesture recognition for game-based wrist rehabilitation.
Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020

A Multi-modal System to Assess Cognition in Children from their Physical Movements.
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

Cognitive Performance Assessment based on Everyday Activities for Human-Robot Interaction.
Proceedings of the Companion of the 2020 ACM/IEEE International Conference on Human-Robot Interaction, 2020

PNEUMON: A DDDAS Framework to Detect Fatigue and Dyspnea in COPD.
Proceedings of the Dynamic Data Driven Applications Systems, 2020

2019
A Survey of Assistive Technologies for Assessment and Rehabilitation of Motor Impairments in Multiple Sclerosis.
Multimodal Technol. Interact., 2019

Towards a robot-based multimodal framework to assess the impact of fatigue on user behavior and performance: a pilot study.
Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2019

Physical fatigue detection through EMG wearables and subjective user reports: a machine learning approach towards adaptive rehabilitation.
Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2019

Survey of mood detection through various input modes.
Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2019

A wearable system for unobtrusive mood detection.
Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2019

A review of wearable heart rate sensors in research.
Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2019

vIIS: a vocational interactive immersive storytelling framework for skill training and performance assessment.
Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2019

Importance of effective teaching in robot motor skill learning.
Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2019

Adaptive robotic rehabilitation using muscle fatigue as a trigger.
Proceedings of the MobiQuitous 2019, 2019

Cognitive assessment in children through motion capture and computer vision: the cross-your-body task.
Proceedings of the 6th international Workshop on Sensor-based Activity Recognition and Interaction, 2019

An automated assessment system for embodied cognition in children: from motion data to executive functioning.
Proceedings of the 6th international Workshop on Sensor-based Activity Recognition and Interaction, 2019

An Intelligent Action Recognition System to assess Cognitive Behavior for Executive Function Disorder.
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

2018
Using Humanoid Robot to Instruct and Evaluate Performance of a Physical Task.
CoRR, 2018

A Taxonomy in Robot-Assisted Training: Current Trends, Needs and Challenges.
Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018

A Human Robot Interaction Framework for Robotic Motor Skill Learning.
Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018

v-CAT: A Cyberlearning Framework for Personalized Cognitive Skill Assessment and Training.
Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018

Towards Deep Learning based Hand Keypoints Detection for Rapid Sequential Movements from RGB Images.
Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018

Facial Expressions as a Modality for Fatigue detection in Robot based Rehabilitation.
Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018

A Collaborative Assembly Task to Assess Worker Skills in Robot Manufacturing Environments.
Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018

Towards a task-driven framework for multimodal fatigue analysis during physical and cognitive tasks.
Proceedings of the 5th international Workshop on Sensor-based Activity Recognition and Interaction, 2018

Monitoring task engagement using facial expressions and body postures.
Proceedings of the 3rd International Workshop on Interactive and Spatial Computing, 2018

Multimodal approach for cognitive task performance prediction from body postures, facial expressions and EEG signal.
Proceedings of the Workshop on Modeling Cognitive Processes from Multimodal Data, 2018

Kinematic Estimation with Neural Networks for Robotic Manipulators.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

User Skill Assessment Using Informative Interfaces for Personalized Robot-Assisted Training.
Proceedings of the Learning and Collaboration Technologies. Learning and Teaching, 2018

A Robot-Based Cognitive Assessment Model Based on Visual Working Memory and Attention Level.
Proceedings of the Universal Access in Human-Computer Interaction. Methods, Technologies, and Users, 2018

2017
Deep Visual Attributes vs. Hand-Crafted Audio Features on Multidomain Speech Emotion Recognition.
Comput., 2017

An Interactive Multisensing Framework for Personalized Human Robot Collaboration and Assistive Training Using Reinforcement Learning.
Proceedings of the 10th International Conference on PErvasive Technologies Related to Assistive Environments, 2017

Rewind/Remind: A cognitive tool for people with associative memory deficits.
Proceedings of the 10th International Conference on PErvasive Technologies Related to Assistive Environments, 2017

VARM: Using Virtual Reality to Program Robotic Manipulators.
Proceedings of the 10th International Conference on PErvasive Technologies Related to Assistive Environments, 2017

Improving the Accuracy of the CogniLearn System for Cognitive Behavior Assessment.
Proceedings of the 10th International Conference on PErvasive Technologies Related to Assistive Environments, 2017

MyoLearn: Using a multimodal armband sensor for vocational safety problem identification.
Proceedings of the 10th International Conference on PErvasive Technologies Related to Assistive Environments, 2017

An Interactive Robot-based Vocational Assessment Game using Lego Assembly.
Proceedings of the 10th International Conference on PErvasive Technologies Related to Assistive Environments, 2017

CogniLearn: A Deep Learning-based Interface for Cognitive Behavior Assessment.
Proceedings of the 22nd International Conference on Intelligent User Interfaces, 2017

APSEN: Pre-screening Tool for Sleep Apnea in a Home Environment.
Proceedings of the Digital Human Modeling. Applications in Health, Safety, Ergonomics, and Risk Management: Health and Safety, 2017

Evaluation of a Low Cost EMG Sensor as a Modality for Use in Virtual Reality Applications.
Proceedings of the Virtual, Augmented and Mixed Reality, 2017

VoTrE: A Vocational Training and Evaluation System to Compare Training Approaches for the Workplace.
Proceedings of the Virtual, Augmented and Mixed Reality, 2017

Towards predicting task performance from EEG signals.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
An intelligent Interactive Learning and Adaptation framework for robot-based vocational training.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Adaptive Robot Assisted Therapy Using Interactive Reinforcement Learning.
Proceedings of the Social Robotics - 8th International Conference, 2016

Short-Term Recognition of Human Activities Using Convolutional Neural Networks.
Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016

CPLAY2: An HCI Game System for the Assessment and Intervention of Children with Cerebral Palsy.
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016

An Interactive Learning and Adaptation Framework for Adaptive Robot Assisted Therapy.
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016

Interactive Learning and Adaptation for Robot Assisted Therapy for People with Dementia.
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016

EyeOn: An Activity Recognition System using MYO Armband.
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016

A Motion and Force Analysis System for Human Upper-limb Exercises.
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016

A Survey of Sensing Modalities for Human Activity, Behavior, and Physiological Monitoring.
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016

Ogma: A Virtual Reality Language Acquisition System.
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016

Multimodal Analysis of Serious Games for Cognitive and Physiological Assessment.
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016

Brain-EE: Brain Enjoyment Evaluation using Commercial EEG Headband.
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016

Comparing Objective and Subjective Metrics Between Physical and Virtual Tasks.
Proceedings of the Virtual, Augmented and Mixed Reality, 2016

MAGNI: A Real-Time Robot-Aided Game-Based Tele-Rehabilitation System.
Proceedings of the Universal Access in Human-Computer Interaction. Users and Context Diversity, 2016

Quantitative analysis of the human upper-limp kinematic model for robot-based rehabilitation applications.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2016

2015
Approximate Planning in POMDPs with Weighted Graph Models.
Int. J. Artif. Intell. Tools, 2015

A multimodal adaptive dialogue manager for depressive and anxiety disorder screening: a Wizard-of-Oz experiment.
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

A multimodal adaptive session manager for physical rehabilitation exercising.
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

A framework for the assessment of wandering behavior.
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

An interactive framework for learning user-object associations through human-robot interaction.
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

Monitoring breathing activity and sleep patterns using multimodal non-invasive technologies.
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

3D mapping of visual attention for smart rehabilitation.
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

Self-managed patient-game interaction using the barrett WAM arm for motion analysis.
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

Pot hunter: a virtual reality game for analyzing range of motion.
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

Development and evaluation of a unity-based, kinect-controlled avatar for physical rehabilitation.
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

Robot-aided rehabilitation using force analysis.
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

Real-Time Static Gesture Recognition for Upper Extremity Rehabilitation Using the Leap Motion.
Proceedings of the Digital Human Modeling - Applications in Health, Safety, Ergonomics and Risk Management: Ergonomics and Health, 2015

2014
Emotion Detection via Discriminant Laplacian Embedding.
Univers. Access Inf. Soc., 2014

Pervasive technologies and assistive environments: cognitive systems for assistive environments: special issue of PETRA 2010 and 2011 conferences.
Univers. Access Inf. Soc., 2014

DNA Copy Number Selection Using Robust Structured Sparsity-Inducing Norms.
IEEE ACM Trans. Comput. Biol. Bioinform., 2014

Self-taught learning via exponential family sparse coding for cost-effective patient thought record categorization.
Pers. Ubiquitous Comput., 2014

Non-invasive analysis of sleep patterns via multimodal sensor input.
Pers. Ubiquitous Comput., 2014

Assistive environments for the disabled and the senior citizens: theme issue of PETRA 2010 and 2011 conferences.
Pers. Ubiquitous Comput., 2014

Evidence equilibrium: Nash equilibrium in judgment processes.
J. Intell. Fuzzy Syst., 2014

Evaluation of classification methods for the prediction of hospital length of stay using medicare claims data.
Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, 2014

An audiovisual patient identification system for rehabilitation.
Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, 2014

A supervised learning approach for fast object recognition from RGB-D data.
Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, 2014

Creating custom fitted point of goggles through facial metrics.
Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, 2014

Safety challenges in using AR.Drone to collaborate with humans in indoor environments.
Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, 2014

Quantitative evaluation of the kinect skeleton tracker for physical rehabilitation exercises.
Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, 2014

Talos: assistive robotic platform.
Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, 2014

Approximate planning in POMDPs via MDP heuristic.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

A Dialogue System for Ensuring Safe Rehabilitation.
Proceedings of the Universal Access in Human-Computer Interaction. Aging and Assistive Environments, 2014

Guided physical therapy through the use of the Barrett WAM robotic arm.
Proceedings of the 2014 IEEE International Symposium on Haptic, 2014

2013
A dataset for point of gaze detection using head poses and eye images.
J. Multimodal User Interfaces, 2013

The visually pervasive augmented world.
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments, 2013

An assistive object manipulation system.
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments, 2013

An adaptive dialogue system for assessing post traumatic stress disorder.
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments, 2013

A development and evaluation platform for non-tactile power wheelchair controls.
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments, 2013

Development of an omniwheel-based holonomic robot platform for rough terrain.
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments, 2013

Robust offline topological map estimation using visual loop closures.
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments, 2013

Event recognition for assisted independent living.
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments, 2013

Using CAVE in physical rehabilitation exercises for rheumatoid arthritis.
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments, 2013

Modeling the effect of attention deficit in game-based motor ability assessment of Cerebral Palsy patients.
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments, 2013

Application of data mining techniques to determine patient satisfaction.
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments, 2013

Multi-modal context-awareness for ambient intelligence environments.
Proceedings of the 18th International Conference on Intelligent User Interfaces, 2013

A web ontology for Brain Trauma Patient Computer-Assisted Rehabilitation.
Proceedings of the Informatics, 2013

Computer aided rehabilitation for patients with rheumatoid arthritis.
Proceedings of the International Conference on Computing, Networking and Communications, 2013

A framework for optimal assistive robot placement for event recognition.
Proceedings of the International Conference on Computing, Networking and Communications, 2013

Robust Multi-Modal Speech Recognition in Two Languages Utilizing Video and Distance Information from the Kinect.
Proceedings of the Human-Computer Interaction. Interaction Modalities and Techniques, 2013

Multi-person Identification and Localization for Ambient Assistive Living.
Proceedings of the Distributed, Ambient, and Pervasive Interactions, 2013

2012
Towards a bridge between cost and wealth in risk-aware planning.
Appl. Intell., 2012

An Adaptive Dialogue System with Online Dialogue Policy Learning.
Proceedings of the Artificial Intelligence: Theories and Applications, 2012

A game system for remote rehabilitation of cerebral palsy patients.
Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments, 2012

Low-cost head position tracking for gaze point estimation.
Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments, 2012

A survey of assistive devices for cerebral palsy patients.
Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments, 2012

Audio-visual speech recognition using depth information from the Kinect in noisy video conditions.
Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments, 2012

A survey on multi person identification and localization.
Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments, 2012

Evaluation of Online Dialogue Policy Learning Techniques.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Online Complex Action Learning and User State Estimation for Adaptive Dialogue Systems.
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

Multi-modal object of interest detection using eye gaze and RGB-D cameras.
Proceedings of the 4th Workshop on Eye Gaze in Intelligent Human Machine Interaction, 2012

Audio-visual speech recognition incorporating facial depth information captured by the Kinect.
Proceedings of the 20th European Signal Processing Conference, 2012

An eye tracking dataset for point of gaze detection.
Proceedings of the 2012 Symposium on Eye-Tracking Research and Applications, 2012

A Method for Online Analysis of Structured Processes Using Bayesian Filters and Echo State Networks.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

3D point of gaze estimation using head-mounted RGB-D cameras.
Proceedings of the 14th International ACM SIGACCESS Conference on Computers and Accessibility, 2012

2011
Pervasive technologies and assistive environments: social impact, financial, government and privacy issues.
Univers. Access Inf. Soc., 2011

Dynamic mix zone: location data sanitizing in assisted environments.
Univers. Access Inf. Soc., 2011

Digital cities of the future: Extending @home assistive technologies for the elderly and the disabled.
Telematics Informatics, 2011

Episodic task learning in Markov decision processes.
Artif. Intell. Rev., 2011

Nonverbal acoustic communication in human-computer interaction.
Artif. Intell. Rev., 2011

Cost effective depression patient thought record categorization via self-taught learning.
Proceedings of the PETRA 2011, 2011

Enhanced therapeutic interactivity using social robot Zeno.
Proceedings of the PETRA 2011, 2011

A tool for sensor placement and system monitoring in assistive environments.
Proceedings of the PETRA 2011, 2011

A recommender system for assistive environments.
Proceedings of the PETRA 2011, 2011

Recognition of sleep patterns using a bed pressure mat.
Proceedings of the PETRA 2011, 2011

Neptune: assistive robotic system for children with motor impairments.
Proceedings of the PETRA 2011, 2011

Audio visual speech recognition in noisy visual environments.
Proceedings of the PETRA 2011, 2011

eyeDog: an assistive-guide robot for the visually impaired.
Proceedings of the PETRA 2011, 2011

Multi-person identification and localization using RFID and passive sensor technology.
Proceedings of the PETRA 2011, 2011

Fast Nonnegative Matrix Tri-Factorization for Large-Scale Data Co-Clustering.
Proceedings of the IJCAI 2011, 2011

An Adaptable Framework for Integrating and Querying Sensor Data.
Proceedings of the Artificial Intelligence Applications and Innovations, 2011

Bilingual corpus for AVASR using multiple sensors and depth information.
Proceedings of the Auditory-Visual Speech Processing, 2011

2010
Pervasive technologies for assistive environments: special issue of PETRA 2008 conference.
Pers. Ubiquitous Comput., 2010

Emotion detection via discriminative kernel method.
Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments, 2010

Web based medicine intake tracking application.
Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments, 2010

Abnormal human behavioral pattern detection in assisted living environments.
Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments, 2010

Sensor placement and coordination via distributed multi-agent cooperative control.
Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments, 2010

Computer aided sensor placement and automatic state definition.
Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments, 2010

An interactive user interface system for Alzheimer's intervention.
Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments, 2010

From dialogue management to pervasive interaction based assistive technology.
Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments, 2010

Acoustical implicit communication in human-robot interaction.
Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments, 2010

Modeling reliability for wireless sensor node coverage in assistive testbeds.
Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments, 2010

Applying data warehousing technique in pervasive assistive environment.
Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments, 2010

Extending event-driven experiments for human activity for an assistive environment.
Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments, 2010

From Serve-on-Demand to Serve-on-Need: A Game Theoretic Approach.
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

Hierarchical Multimodal Planning for Pervasive Interaction.
Proceedings of the Proactive Assistant Agents, 2010

2009
A BP-Neural Network Improvement to Hop-Counting for Localization in Wireless Sensor Networks.
Proceedings of the Tools and Applications with Artificial Intelligence, 2009

Mining 3D Shape Data for Morphometric Pattern Discovery.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

An event driven framework for assistive CPS environments.
SIGBED Rev., 2009

Human behavioral detection and data cleaning in assisted living environment using wireless sensor networks.
Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments, 2009

Decision making in assistive environments using multimodal observations.
Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments, 2009

Strong mobile device protection from loss and capture.
Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments, 2009

SAL: a simulation and analysis tool for assistive living applications.
Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments, 2009

SmartDrawer: RFID-based smart medicine drawer for assistive environments.
Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments, 2009

Event-based experiments in an assistive environment using wireless sensor networks and voice recognition.
Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments, 2009

Automatic sensor placement in a 3D volume.
Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments, 2009

Providing QoS in ontology centered context aware pervasive systems.
Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments, 2009

Heterogeneous Data Fusion to Type Brain Tumor Biopsies.
Proceedings of the Artificial Intelligence Applications and Innovations III, 2009

Dynamic Information Fusion and Evidence Equilibrium.
Proceedings of the 2009 International Conference on Artificial Intelligence, 2009

2008
Source location privacy against laptop-class attacks in sensor networks.
Proceedings of the 4th International ICST Conference on Security and Privacy in Communication Networks, 2008

Providing location privacy in assisted living environments.
Proceedings of the 1st ACM International Conference on Pervasive Technologies Related to Assistive Environments, 2008

Towards an evaluation framework for assistive environments.
Proceedings of the 1st ACM International Conference on Pervasive Technologies Related to Assistive Environments, 2008

Mobile device protection from loss and capture.
Proceedings of the 1st ACM International Conference on Pervasive Technologies Related to Assistive Environments, 2008

A wireless sensor network architecture and its application in an assistive environment.
Proceedings of the 1st ACM International Conference on Pervasive Technologies Related to Assistive Environments, 2008

Requirements for implementation of localization into real-world assistive environments.
Proceedings of the 1st ACM International Conference on Pervasive Technologies Related to Assistive Environments, 2008

High dimensional statistical shape model for medical image analysis.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2007
A Novel Surface Registration Algorithm With Biomedical Modeling Applications.
IEEE Trans. Inf. Technol. Biomed., 2007

A Feature Extraction Metod for Multimedia data Analysis in Robot Wireless Sensor Networks.
Proceedings of the Eighth International Workshop on Image Analysis for Multimedia Interactive Services, 2007

PrivaSense: providing privacy protection for sensor networks.
Proceedings of the 5th International Conference on Embedded Networked Sensor Systems, 2007

Analysis of range-free anchor-free localization in a wsn under wormhole attack.
Proceedings of the 10th International Symposium on Modeling Analysis and Simulation of Wireless and Mobile Systems, 2007

Detecting Wormhole Attacks in Wireless Sensor Networks.
Proceedings of the Critical Infrastructure Protection, 2007

Providing Anonymity in Wireless Sensor Networks.
Proceedings of the IEEE International Conference on Pervasive Services, 2007

Preventing Unofficial Information Propagation.
Proceedings of the Information and Communications Security, 9th International Conference, 2007

Mobile Anchor-Free Localization for Wireless Sensor Networks.
Proceedings of the Distributed Computing in Sensor Systems, 2007

Efficient Registration of 3D SPHARM Surfaces.
Proceedings of the Fourth Canadian Conference on Computer and Robot Vision (CRV 2007), 2007

2006
Spherical mapping for processing of 3D closed surfaces.
Image Vis. Comput., 2006

Entrapping Adversaries for Source Protection in Sensor Networks.
Proceedings of the 2006 International Symposium on a World of Wireless, 2006

Analysis of a low-dimensional linear model under recommendation attacks.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

A privacy-preserving collaborative filtering scheme with two-way communication.
Proceedings of the Proceedings 7th ACM Conference on Electronic Commerce (EC-2006), 2006

Neighboring Feature Clustering.
Proceedings of the Advances in Artificial Intelligence, 4th Helenic Conference on AI, 2006

Learning from Incomplete Ratings Using Non-negative Matrix Factorization.
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

Deriving Private Information from Randomly Perturbed Ratings.
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

Fast surface alignment for cardiac spatio-temporal modeling: application to ischemic cardiac shape modeling.
Proceedings of the Medical Imaging 2006: Image Processing, 2006

Spatio-temporal analysis tool for modeling pulmonary nodules in MR images.
Proceedings of the Medical Imaging 2006: Visualization, 2006

Attack detection in time series for recommender systems.
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

GDL: A Geographic Distributed Localization Algorithm for Wireless Sensor Networks.
Proceedings of the 15th International Conference On Computer Communications and Networks, 2006

Hemispherical Harmonic Surface Description and Applications to Medical Image Analysis.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

A Spatio-Temporal Modeling Method for Shape Representation.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

2005
HykGene: a hybrid approach for selecting marker genes for phenotype classification using microarray gene expression data.
Bioinform., 2005

Using Singular Value Decomposition Approximation for Collaborative Filtering.
Proceedings of the 7th IEEE International Conference on E-Commerce Technology (CEC 2005), 2005

Node clustering based on link delay in P2P networks.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

Privacy preserving learning in negotiation.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

A clustering-based approach for prediction of cardiac resynchronization therapy.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

A New Test System for Stability Measurement of Marker Gene Selection in DNA Microarray Data Analysis.
Proceedings of the Advances in Informatics, 2005

Functional analysis of cardiac MR images using SPHARM modeling.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

An interactive 3D visualization and manipulation tool for effective assessment of angiogenesis and arteriogenesis using computed tomographic angiography.
Proceedings of the Medical Imaging 2005: Visualization, 2005

A Prediction Framework for Cardiac Resynchronization Therapy Via 4D Cardiac Motion Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Surface Alignment of 3D Spherical Harmonic Models: Application to Cardiac MRI Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Local data protection for in-network processing in sensor networks.
Proceedings of the International Conference on Pervasive Services 2005, 2005

K-means+ Method for Improving Gene Selection for Classification of Microarray Data.
Proceedings of the Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference Workshops & Poster Abstracts, 2005

2004
A surface-based approach for classification of 3D neuroanatomic structures.
Intell. Data Anal., 2004

A hybrid negotiation strategy mechanism in an automated negotiation system.
Proceedings of the Proceedings 5th ACM Conference on Electronic Commerce (EC-2004), 2004

Data Brokers: Building Collections through Automated Negotiation.
Proceedings of the Methods and Applications of Artificial Intelligence, 2004

Computationally Intelligent Methods for Mining 3D Medical Images.
Proceedings of the Methods and Applications of Artificial Intelligence, 2004

Collaborative Automated Trust Negotiation in Peer-to-Peer Systems.
Proceedings of the 4th International Conference on Peer-to-Peer Computing (P2P 2004), 2004

Collaboration-aware peer-to-peer media streaming.
Proceedings of the 12th ACM International Conference on Multimedia, 2004

R*-Histograms: efficient representation of spatial relations between objects of arbitrary topology.
Proceedings of the 12th ACM International Conference on Multimedia, 2004

Shape-based discriminative analysis of combined bilateral hippocampi using multiple object alignment.
Proceedings of the Medical Imaging 2004: Image Processing, 2004

Extraction of Discriminative Functional MRI Activation Patterns and an Application to Alzheimer's Disease.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Generating fuzzy semantic metadata describing spatial relations from images using the R-histogram.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2004

Spherical Parameterization for 3D Surface Analysis in Volumetric Images.
Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004

A Hierarchical Key-Insulated Signature Scheme in the CA Trust Model.
Proceedings of the Information Security, 7th International Conference, 2004

An International Trade Negotiation Framework for e-Government.
Proceedings of the Electronic Government: Third International Conference, 2004

A Model for Multi-party Negotiations with Majority Rule.
Proceedings of the E-Commerce and Web Technologies, 5th International Conference, 2004

Application of Relief-F Feature Filtering Algorithm to Selecting Informative Genes for Cancer Classification Using Microarray Data.
Proceedings of the 3rd International IEEE Computer Society Computational Systems Bioinformatics Conference, 2004

2003
A Spatio-temporal Multi-modal Data Management and Analysis Environment for Tracking MS Lesions.
Proceedings of the 15th International Conference on Scientific and Statistical Database Management (SSDBM 2003), 2003

R-Histogram: quantitative representation of spatial relations for similarity-based image retrieval.
Proceedings of the Eleventh ACM International Conference on Multimedia, 2003

Hippocampal shape analysis: surface-based representation and classification.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

Quantifying Evolving Processes in Multimodal 3D Medical Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Morphometric Analysis of Brain Structures for Improved Discrimination.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Patient Classification of fMRI Activation Maps.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

SCENS: A System for the Mediated Sharing of Sensitive Data.
Proceedings of the ACM/IEEE 2003 Joint Conference on Digital Libraries (JCDL 2003), 2003

2002
MetaDL: A Digital Library of Metadata for Sensitive or Complex Research Data.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2002

2000
Parallel text alignment.
Int. J. Digit. Libr., 2000

Mining the Most Interesting Web Access Associations.
Proceedings of WebNet 2000 - World Conference on the WWW and Internet, San Antonio, Texas, USA, October 30, 2000

Human Brain Data on the Web: A New Tool for Medical Research.
Proceedings of WebNet 2000 - World Conference on the WWW and Internet, San Antonio, Texas, USA, October 30, 2000

1999
Multimedia Interfaces for E-Commerce.
Proceedings of WebNet 99, 1999

1998
Asml: Automatic Site Markup Language.
Multim. Tools Appl., 1998

Guest Editorial.
Multim. Tools Appl., 1998

Obstacles in Web Multimedia Publishing: Bringing Conference Proceedings On-Line.
Multim. Tools Appl., 1998

Resource-Limited Hyper-Reproductions: Electronically Reproducing and Extending Lectures.
Multim. Tools Appl., 1998

The Roles of Video in the Design, Use, and Construction of Interactive Electronic Conference Proceedings.
J. Univers. Comput. Sci., 1998

Documentation Multi-Targeting Using ASML & JavaScript.
Proceedings of WebNet 98, 1998

Stimulus Tracking in Functional Magnetic Resonance Imaging (fMRI).
Proceedings of the 6th ACM International Conference on Multimedia '98, 1998

1997
Approximation Algorithms for the Bandwidth Minimization Problem for a Large Class of Trees.
Theory Comput. Syst., 1997

ASML: Automatic Site Markup Language.
Proceedings of WebNet 97, 1997

Bottleneck-Free Separable Affine Image Warping.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

1996
Flit-Serial Packet Routing on Meshes and Tori.
Math. Syst. Theory, 1996

Toward Multimedia Conference Proceedings.
Commun. ACM, 1996

1995
Fast Approximation Algorithms for Multicommodity Flow Problems.
J. Comput. Syst. Sci., 1995

A 2n-2 Step Algorithm for Routing in an n*n Array with Constant-Size Queues.
Algorithmica, 1995

Interactive multimedia conference proceedings.
Proceedings of the Human Factors in Computing Systems, 1995

1994
A method for pseudo-exhaustive test pattern generation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 1994

Optimal-Algorithms for Multipacket Routing Problems on Rings.
J. Parallel Distributed Comput., 1994

1993
An Efficient Heuristic for Permutation Packet Routing on Meshes with Low Buffer Requirements.
IEEE Trans. Parallel Distributed Syst., 1993

Optimal algorithms for the many-to-one routing problem on two-dimensional meshes.
Microprocess. Microsystems, 1993

A Simple Linear-Time Algorithm for the Recognition of Bandwidth-2 Biconnected Graphs.
Inf. Process. Lett., 1993

VideoScheme: A Programmable Video Editing Systems for Automation and Media Recognition.
Proceedings of the First ACM International Conference on Multimedia '93, 1993

Approximate solutions for Graph and Hypergraph Partitioning.
Proceedings of the Algorithmic Aspects of VLSI Layout, 1993

1992
Circuit partitioning into small sets.
Microprocess. Microsystems, 1992

A Visualization System for Correctness Proofs of Graph Algorithms.
Comput. Sci. Educ., 1992

Improved Algorithms for Routing on Two-Dimensional Grids.
Proceedings of the Graph-Theoretic Concepts in Computer Science, 1992

On Minimizing Hardware Overhead for Pseudoexhaustive Circuit Testability.
Proceedings of the Proceedings 1992 IEEE International Conference on Computer Design: VLSI in Computer & Processors, 1992

1991
Bandwidth Minimization: An Approximation Algorithm for Caterpillars.
Math. Syst. Theory, 1991

An experimental environment for design and analysis of global routing heuristics.
Proceedings of the First Great Lakes Symposium on VLSI, 1991

Circuit partitioning into small sets: a tool to support testing with further applications.
Proceedings of the conference on European design automation, 1991

Iterative compaction: an improved approach to graph and circuit bisection.
Proceedings of the conference on European design automation, 1991

Multipacket Routing on Rings.
Proceedings of the Parallel Computation, First International ACPC Conference, Salzburg, Austria, September 30, 1991

Many-to-one packet routing on the mesh.
Proceedings of the 19th annual conference on Computer Science, 1991

1990
Approximating the minimum net expansion: Near optimal solutions to circuit partitioning problems.
Proceedings of the Graph-Theoretic Concepts in Computer Science, 1990

Approximation algorithms for the bandwidth minimization problem for caterpillar graphs.
Proceedings of the Second IEEE Symposium on Parallel and Distributed Processing, 1990

Efficient Reconfiguration of WSI Arrays.
Proceedings of the First International Conference on Systems Integration, 1990

Fast parallel communication on mesh connected machines with low buffer requirements.
Proceedings of the 1990 IEEE International Conference on Computer Design: VLSI in Computers and Processors, 1990

1989
On minimizing width in linear layouts.
Discret. Appl. Math., 1989

A 2<i>n</i>-2 Step Algorithm for Routing in an <i>nxn</i> Array with Constant Size Queues.
Proceedings of the ACM Symposium on Parallel Algorithms and Architectures, 1989

The Anatomy of an Object Oriented Visualization System for Algorithm Design.
Proceedings of the Computer Assisted Learning, 2nd International Conference, 1989

Analysis of Heuristic Reasoning for the Visualization of CAD Quadratic.
Proceedings of the Computer Assisted Learning, 2nd International Conference, 1989

1987
High Speed Interconnection Using the Clos Network.
Proceedings of the Supercomputing, 1987

1985
Polynomial Time Algorithms for the Min Cut Problem on Degree Restricted Trees.
SIAM J. Comput., 1985

1983
Topological Bandwidth.
Proceedings of the CAAP'83, 1983


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