Research Output 2010 2019

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Conference contribution
2018

Automated synthesis of scalable algorithms for inferring non-local properties to assist in multi-robot teaming

Choi, T., Pavlic, T. & Richa, A., Jan 12 2018, 2017 13th IEEE Conference on Automation Science and Engineering, CASE 2017. IEEE Computer Society, Vol. 2017-August. p. 1522-1527 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Robots
Neural networks
Communication
Scalability

Bio-inspired nest-site selection for distributing robots in low-communication environments

Cooke, G., Squires, E., Strickland, L., Bowers, K., Pippin, C., Pavlic, T. & Pratt, S., Jan 1 2018, Highlights of Practical Applications of Agents, Multi-Agent Systems, and Complexity: The PAAMS Collection - International Workshops of PAAMS 2018, Proceedings. Springer Verlag, p. 517-524 8 p. (Communications in Computer and Information Science; vol. 887).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Site selection
Nest
Robot
Robots
Communication

Chat-box: Proposing a mood analyzer for individuals with social interaction disabilities

Gupta, B., Saxon, M., McDaniel, T. & Panchanathan, S., Jan 1 2018, HCI International 2018 – Posters’ Extended Abstracts - 20th International Conference, HCI International 2018, Proceedings. Stephanidis, C. (ed.). Springer Verlag, p. 394-401 8 p. (Communications in Computer and Information Science; vol. 851).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mood
Social Interaction
Disability
Assistive Technology
Sentiment Analysis
2 Citations (Scopus)

Deep active learning for image classification

Ranganathan, H., Demakethepalli Venkateswara, H., Chakraborty, S. & Panchanathan, S., Feb 20 2018, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE Computer Society, Vol. 2017-September. p. 3934-3938 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image classification
Bayesian networks
Image recognition
Learning algorithms
Computer vision

Deep reinforcement learning methods for navigational aids

Fakhri, B., Keech, A., Schlosser, J., Brooks, E., Demakethepalli Venkateswara, H., Panchanathan, S. & Kira, Z., Jan 1 2018, Smart Multimedia - 1st International Conference, ICSM 2018, Revised Selected Papers. Berretti, S. & Basu, A. (eds.). Springer Verlag, p. 66-75 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11010 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reinforcement learning
Reinforcement Learning
Navigation
Assistive Technology
Computing Methods

Detecting attention in pivotal response treatment video probes

Heath, C. D. C., Demakethepalli Venkateswara, H., McDaniel, T. & Panchanathan, S., Jan 1 2018, Smart Multimedia - 1st International Conference, ICSM 2018, Revised Selected Papers. Berretti, S. & Basu, A. (eds.). Springer Verlag, p. 248-259 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11010 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Probe
Learning systems
Feedback
Machine Learning
Learning algorithms

Functional case study evaluation of the smartgym: An anticipatory system to detect body compliance

Tadayon, A., McDaniel, T. & Panchanathan, S., Oct 15 2018, HealthMedia 2018 - Proceedings of the 3rd International Workshop on Multimedia for Personal Health and Health Care, co-located with MM 2018. Association for Computing Machinery, Inc, p. 67-71 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feedback
Patient rehabilitation
Compliance
1 Citation (Scopus)

Functional gradient descent optimization for automatic test case generation for vehicle controllers

Tuncali, C. E., Yaghoubi, S., Pavlic, T. & Fainekos, G., Jan 12 2018, 2017 13th IEEE Conference on Automation Science and Engineering, CASE 2017. IEEE Computer Society, Vol. 2017-August. p. 1059-1064 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Controllers
Adaptive cruise control
Collision avoidance
Simulated annealing

Haptic vision: Augmenting non-visual travel and accessing environmental information at a distance

Duarte, B., McDaniel, T., Tadayon, R., Devkota, S., Strasser, G., Ramey, C. C. & Panchanathan, S., Jan 1 2018, Smart Multimedia - 1st International Conference, ICSM 2018, Revised Selected Papers. Berretti, S. & Basu, A. (eds.). Springer Verlag, p. 90-101 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11010 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Haptics
Textures
Experiments
Proximity
Texture

Multi-Label Deep Active Learning with Label Correlation

Ranganathan, H., Demakethepalli Venkateswara, H., Chakraborty, S. & Panchanathan, S., Aug 29 2018, 2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings. IEEE Computer Society, p. 3418-3422 5 p. 8451460. (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Labels
Image classification
Learning algorithms
Problem-Based Learning
Personnel

Person-centric multimedia: How research inspirations from designing solutions for individual users benefits the broader population

Panchanathan, S., Tadayon, R., Demakethepalli Venkateswara, H. & McDaniel, T., Jan 1 2018, Smart Multimedia - 1st International Conference, ICSM 2018, Revised Selected Papers. Berretti, S. & Basu, A. (eds.). Springer Verlag, p. 51-65 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11010 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multimedia
Person
Paradigm
Computing
Disability

Real-time stealth intervention for motor learning using player flow-state

Tadayon, R., Amresh, A., McDaniel, T. & Panchanathan, S., Jun 29 2018, 2018 IEEE 6th International Conference on Serious Games and Applications for Health, SeGAH 2018. Vilaca, J. L., Duque, D., Rodrigues, N., Dias, N. & Grechenig, T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1-8 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cameras
Learning
learning
Emotions
emotion

Semi-supervised adversarial image-to-image translation

Eusebio, J., Demakethepalli Venkateswara, H. & Panchanathan, S., Jan 1 2018, Smart Multimedia - 1st International Conference, ICSM 2018, Revised Selected Papers. Berretti, S. & Basu, A. (eds.). Springer Verlag, p. 334-344 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11010 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Generative Models
Digit
Model

Tactile facial action units toward enriching social interactions for individuals who are blind

McDaniel, T., Devkota, S., Tadayon, R., Duarte, B., Fakhri, B. & Panchanathan, S., Jan 1 2018, Smart Multimedia - 1st International Conference, ICSM 2018, Revised Selected Papers. Berretti, S. & Basu, A. (eds.). Springer Verlag, p. 3-14 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11010 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Social Interaction
Facial Expression
Computer vision
Health
Unit

Tactile facial expressions and associated emotions toward accessible social interactions for individuals who are blind

McDaniel, T., Tran, D., Devkota, S., DiLorenzo, K., Fakhri, B. & Panchanathan, S., Oct 15 2018, MAHCI 2018 - Proceedings of the 2018 Workshop on Multimedia for Accessible Human Computer Interface, co-located with MM 2018. Association for Computing Machinery, Inc, p. 25-32 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Display devices
Feedback
2017
32 Citations (Scopus)

Deep hashing network for unsupervised domain adaptation

Demakethepalli Venkateswara, H., Eusebio, J., Chakraborty, S. & Panchanathan, S., Nov 6 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 5385-5394 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning algorithms
Computer vision
Learning systems
Personnel
Deep neural networks
1 Citation (Scopus)

Model selection with nonlinear embedding for unsupervised domain adaptation

Demakethepalli Venkateswara, H., Chakraborty, S., McDaniel, T. & Panchanathan, S., Jan 1 2017, WS-17-01: Artificial Intelligence and Operations Research for Social Good; WS-17-02: Artificial Intelligence, Ethics, and Society; WS-17-03: Artificial Intelligence for Connected and Automated Vehicles; WS-17-04: Artificial Intelligence for Cyber Security; WS-17-05: Artificial Intelligence for Smart Grids and Buildings; WS-17-06: Computer Poker and Imperfect Information Games; WS-17-07: Crowdsourcing, Deep Learning and Artificial Intelligence Agents; WS-17-08: Distributed Machine Learning; WS-17-09: Joint Workshop on Health Intelligence; WS-17-10: Human-Aware Artificial Intelligence; WS-17-11: Human-Machine Collaborative Learning; WS-17-12: Knowledge-Based Techniques for Problem Solving and Reasoning; WS-17-13: Plan, Activity, and Intent Recognition; WS-17-14: Symbolic Inference and Optimization; WS-17-15: What's Next for AI in Games?. AI Access Foundation, Vol. WS-17-01 - WS-17-15. p. 774-780 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mathematical transformations
Classifiers
Sampling
1 Citation (Scopus)

SmartGym: An anticipatory system to detect body compliance during rehabilitative exercise

Tadayon, A., Tadayon, R., McDaniel, T. & Panchanathan, S., 2017, Universal Access in Human-Computer Interaction: Human and Technological Environments - 11th International Conference, UAHCI 2017 Held as Part of HCI International 2017, Proceedings. Springer Verlag, Vol. 10279 LNCS. p. 98-107 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10279 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Compliance
Patient rehabilitation
Exercise
Feedback
Rehabilitation
3 Citations (Scopus)

Smart stadium for smarter living: Enriching the fan experience

Panchanathan, S., Chakraborty, S., McDaniel, T., Bunch, M., O'Connor, N., Little, S., McGuinness, K. & Marsden, M., Jan 18 2017, Proceedings - 2016 IEEE International Symposium on Multimedia, ISM 2016. Institute of Electrical and Electronics Engineers Inc., p. 152-157 6 p. 7823604

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stadiums
Fans
Sun
Scalability
Sustainable development
1 Citation (Scopus)

Transfer of multimodal emotion features in deep belief networks

Ranganathan, H., Chakraborty, S. & Panchanathan, S., Mar 1 2017, Conference Record of the 50th Asilomar Conference on Signals, Systems and Computers, ACSSC 2016. IEEE Computer Society, p. 449-453 5 p. 7869079

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bayesian networks
2016
2 Citations (Scopus)

A multimodal gamified platform for real-time user feedback in sports performance

Monaghan, D., Honohan, F., Ahmadi, A., McDaniel, T., Tadayon, R., Karpur, A., Moran, K., O'Connor, N. E. & Panchanathan, S., Oct 1 2016, MM 2016 - Proceedings of the 2016 ACM Multimedia Conference. Association for Computing Machinery, Inc, p. 708-710 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sports
Feedback
Gyroscopes
Sensors
Graphical user interfaces
1 Citation (Scopus)

Autonomous training assistant: A System and framework for guided at-home motor learning

Tadayon, R., McDaniel, T. & Panchanathan, S., Oct 23 2016, ASSETS 2016 - Proceedings of the 18th International ACM SIGACCESS Conference on Computers and Accessibility. Association for Computing Machinery, Inc, p. 293-294 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feedback
Costs
1 Citation (Scopus)

Efficient approximate solutions to mutual information based global feature selection

Demakethepalli Venkateswara, H., Lade, P., Lin, B., Ye, J. & Panchanathan, S., Jan 5 2016, Proceedings - 15th IEEE International Conference on Data Mining, ICDM 2015. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-January. p. 1009-1014 6 p. 7373427

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feature extraction
Classifiers
1 Citation (Scopus)

Haptic Mirror: A platform for active exploration of facial expressions and social interaction by individuals who are blind

Yasmin, S. & Panchanathan, S., Dec 3 2016, Proceedings - VRCAI 2016: 15th ACM SIGGRAPH Conference on Virtual-Reality Continuum and Its Applications in Industry. Association for Computing Machinery, Inc, Vol. 1. p. 319-329 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mirrors
Substitution reactions
24 Citations (Scopus)

Multimodal emotion recognition using deep learning architectures

Ranganathan, H., Chakraborty, S. & Panchanathan, S., May 23 2016, 2016 IEEE Winter Conference on Applications of Computer Vision, WACV 2016. Institute of Electrical and Electronics Engineers Inc., 7477679

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bayesian networks
Computer vision
Deep learning
1 Citation (Scopus)

Nonlinear embedding transform for unsupervised domain adaptation

Demakethepalli Venkateswara, H., Chakraborty, S. & Panchanathan, S., 2016, Computer Vision – ECCV 2016 Workshops, Proceedings. Springer Verlag, Vol. 9915 LNCS. p. 451-457 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9915 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mathematical transformations
Transform
Data Distribution
Comprehensive Evaluation
Classifiers

Regularized supervised topic model for continuous emotion analysis

Lade, P., Demakethepalli Venkateswara, H. & Panchanathan, S., Mar 2 2016, Proceedings - 2015 IEEE 14th International Conference on Machine Learning and Applications, ICMLA 2015. Institute of Electrical and Electronics Engineers Inc., p. 739-744 6 p. 7424409

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Regression analysis
Feature extraction
Statistical Models
Predictive analytics

TranslatAble: Giving individuals with complex communication needs a voice through speech and gesture recognition

Moore, M. & Panchanathan, S., Oct 23 2016, ASSETS 2016 - Proceedings of the 18th International ACM SIGACCESS Conference on Computers and Accessibility. Association for Computing Machinery, Inc, p. 321-322 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gesture recognition
Speech recognition
Communication
Smartphones
Glossaries
2 Citations (Scopus)

Utilizing neural networks to predict freezing of gait in Parkinson's patients

Zia, J., Tadayon, A., McDaniel, T. & Panchanathan, S., Oct 23 2016, ASSETS 2016 - Proceedings of the 18th International ACM SIGACCESS Conference on Computers and Accessibility. Association for Computing Machinery, Inc, p. 333-334 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Freezing
Neural networks
Network architecture
Learning systems
Mathematical models
2015
2 Citations (Scopus)

A shoe mounted system for parkinsonian gait detection and real-time feedback

Tadayon, A., Zia, J., Anantuni, L., McDaniel, T., Krishnamurthi, N. & Panchanathan, S., 2015, HCI International 2015 – Posters Extended Abstracts - International Conference, HCI International 2015, Proceedings. Springer Verlag, Vol. 528. p. 528-533 6 p. (Communications in Computer and Information Science; vol. 528).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Freezing
Feedback
Navigation
Acoustic waves
3 Citations (Scopus)

BatchRank: A novel batch mode active learning framework for hierarchical classification

Chakraborty, S., Balasubramanian, V., Sankar, A. R., Panchanathan, S. & Ye, J., Aug 10 2015, KDD 2015 - Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. 2015-August. p. 99-108 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning algorithms
Labels
Quadratic programming
Linear programming
Problem-Based Learning
3 Citations (Scopus)

Coupled support vector machines for supervised domain adaptation

Demakethepalli Venkateswara, H., Lade, P., Ye, J. & Panchanathan, S., Oct 13 2015, MM 2015 - Proceedings of the 2015 ACM Multimedia Conference. Association for Computing Machinery, Inc, p. 1295-1298 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Support vector machines
Classifiers
Sampling

IHap: Towards a vision substitution system for active analysis of facial expressions

Yasmin, S. & Panchanathan, S., Feb 27 2015, Proceedings of the 19th Symposium on Interactive 3D Graphics and Games, i3D 2015. Association for Computing Machinery, Inc, p. 131 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Substitution reactions
6 Citations (Scopus)

Interactive motor learning with the autonomous training assistant: A case study

Tadayon, R., McDaniel, T., Goldberg, M., Robles-Franco, P. M., Zia, J., Laff, M., Geng, M. & Panchanathan, S., 2015, Human-Computer Interaction: Interaction Technologies - 17th International Conference, HCI International 2015, Proceedings. Springer Verlag, Vol. 9170. p. 495-506 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9170).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Exercise
Feedback
Avatar
Rehabilitation
Patient rehabilitation
2014
1 Citation (Scopus)

A haptic-based application for active exploration of facial expressions by the visually impaired

Yasmin, S., McDaniel, T. & Panchanathan, S., 2014, Advances in Visual Computing - 10th International Symposium, ISVC 2014, Proceedings. Springer Verlag, Vol. 8888. p. 357-366 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8888).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Haptic interfaces
Visually Impaired
Facial Expression
Haptics
Haptic Interaction
3 Citations (Scopus)

A toolkit for motion authoring and motor skill learning in serious games

Tadayon, R., Panchanathan, S., McDaniel, T., Fakhri, B. & Laff, M., Nov 12 2014, 2014 IEEE International Symposium on Haptic, Audio and Visual Environments and Games, HAVE 2014 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 59-64 6 p. 6954332

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hardware
Serious games
1 Citation (Scopus)

Haptic mirror for active exploration of facial expressions by individuals who are blind

Yasmin, S., McDaniel, T. & Panchanathan, S., 2014, Proceedings of the ACM Symposium on Applied Perception, SAP 2014. Association for Computing Machinery, p. 133 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mirrors

Semantic feature projection for continuous emotion analysis

Lade, P., McDaniel, T. & Panchanathan, S., Nov 3 2014, MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia. Association for Computing Machinery, Inc, p. 881-884 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Principal component analysis
Semantics
Human computer interaction
7 Citations (Scopus)

Visual-to-tactile mapping of facial movements for enriched social interactions

Bala, S., McDaniel, T. & Panchanathan, S., Nov 12 2014, 2014 IEEE International Symposium on Haptic, Audio and Visual Environments and Games, HAVE 2014 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 82-87 6 p. 6954336

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Haptic interfaces
Conveying
2013
1 Citation (Scopus)

An evaluation of haptic descriptions for audio described films for individuals who are blind

McDaniel, T., Viswanathan, L. N. & Panchanathan, S., 2013, 2013 IEEE International Conference on Multimedia and Expo, ICME 2013. 6607554

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Conveying
4 Citations (Scopus)

An interdisciplinary approach to the design, development and deployment of person-centered accessible technologies

Panchanathan, S., McDaniel, T. & Balasubramanian, V. N., 2013, 2013 International Conference on Recent Trends in Information Technology, ICRTIT 2013. IEEE Computer Society, p. 750-757 8 p. 6844294

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multimedia systems
Adaptive systems
Systems analysis
Interdisciplinary approach
Multimedia
5 Citations (Scopus)

Detection of changes in human affect dimensions using an Adaptive Temporal Topic model

Lade, P., Balasubramanian, V. N., Demakethepalli Venkateswara, H. & Panchanathan, S., 2013, 2013 IEEE International Conference on Multimedia and Expo, ICME 2013. 6607627

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Crime
Health care
Statistical Models
23 Citations (Scopus)

Joint transfer and batch-mode active learning

Chattopadhyay, R., Fan, W., Davidson, I., Panchanathan, S. & Ye, J., 2013, 30th International Conference on Machine Learning, ICML 2013. PART 2 ed. International Machine Learning Society (IMLS), p. 1290-1298 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

learning
Convex optimization
Labels
methodology
Problem-Based Learning
3 Citations (Scopus)

Latent Facial Topics for affect analysis

Lade, P., Balasubramanian, V. N. & Panchanathan, S., 2013, Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013. 6618337

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Multiresolution match kernels for gesture video classification

Demakethepalli Venkateswara, H., Balasubramanian, V. N., Lade, P. & Panchanathan, S., 2013, Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013. 6618279

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Computational methods
Imaging techniques
1 Citation (Scopus)

PyCP: An open-source Conformal Predictions toolkit

Balasubramanian, V. N., Baker, A., Yanez, M., Chakraborty, S. & Panchanathan, S., 2013, Artificial Intelligence Applications and Innovations - 9th IFIPWG 12.5 International Conference, AIAI 2013, Proceedings. Vol. 412. p. 361-370 10 p. (IFIP Advances in Information and Communication Technology; vol. 412).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open source
Prediction
Toolkit
Calibration
Machine learning
4 Citations (Scopus)

Vibrotactile cueing using wearable computers for overcoming learned non-use in chronic stroke

Luster, E. L., McDaniel, T., Fakhri, B., Davis, J., Goldberg, M., Bala, S. & Panchanathan, S., 2013, Proceedings of the 2013 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops, PervasiveHealth 2013. p. 378-381 4 p. 6563971

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Wearable computers
Patient rehabilitation
Stroke
Recovery
Survivors
2012

A novel semi-transductive learning framework for efficient atypicality detection in chest radiographs

Alzubaidi, M., Balasubramanian, V., Patel, A., Panchanathan, S. & Black, J. A., 2012, Medical Imaging 2012: Computer-Aided Diagnosis. Vol. 8315. 83153A

Research output: Chapter in Book/Report/Conference proceedingConference contribution

chest
learning
education
Thorax
Learning

Batch mode active learning for multimedia pattern recognition

Chakraborty, S., Balasubramanian, V. & Panchanathan, S., 2012, Proceedings - 2012 IEEE International Symposium on Multimedia, ISM 2012. p. 489-490 2 p. 6424714

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Pattern recognition
Labels
Labeling
Face recognition
Learning algorithms
19 Citations (Scopus)

Batch mode active sampling based on marginal probability distribution matching

Chattopadhyay, R., Wang, Z., Fan, W., Davidson, I., Panchanathan, S. & Ye, J., 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 741-749 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Probability distributions
Sampling
Labeling
Classifiers
Quadratic programming