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Author

  • Sethuraman Panchanathan
2011

A two-stageweighting framework for multi-source domain adaptation

Sun, Q., Chattopadhyay, R., Panchanathan, S. & Ye, J., Dec 1 2011, Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011. (Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011).

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

77 Scopus citations
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., Dec 1 2012, Medical Imaging 2012: Computer-Aided Diagnosis. 83153A. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 8315).

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

2013

PyCP: An open-source Conformal Predictions toolkit

Balasubramanian, V. N., Baker, A., Yanez, M., Chakraborty, S. & Panchanathan, S., Jan 1 2013, Artificial Intelligence Applications and Innovations - 9th IFIPWG 12.5 International Conference, AIAI 2013, Proceedings. Springer New York LLC, p. 361-370 10 p. (IFIP Advances in Information and Communication Technology; vol. 412).

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

2 Scopus citations
2011

Dynamic batch mode active learning via L1 regularization

Chakraborty, S., Balasubramanian, V. & Panchanathan, S., Nov 2 2011, AAAI-11 / IAAI-11 - Proceedings of the 25th AAAI Conference on Artificial Intelligence and the 23rd Innovative Applications of Artificial Intelligence Conference. p. 1764-1765 2 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 2).

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

1 Scopus citations

Optimization-based domain adaptation towards person-adaptive classification models

Chattopadhyay, R., Chakraborty, S., Balasubramanian, V. N. & Panchanathan, S., Dec 1 2011, Proceedings - 10th International Conference on Machine Learning and Applications, ICMLA 2011. p. 476-483 8 p. 6147023. (Proceedings - 10th International Conference on Machine Learning and Applications, ICMLA 2011; vol. 1).

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

1 Scopus citations
2016

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. (ASSETS 2016 - Proceedings of the 18th International ACM SIGACCESS Conference on Computers and Accessibility).

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

2015

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

7 Scopus citations
2018

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

1 Scopus citations
2012

Vibrotactile feedback of motor performance errors for enhancing motor learning

McDaniel, T., Goldberg, M., Bala, S., Fakhri, B. & Panchanathan, S., Dec 26 2012, MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia. p. 419-428 10 p. (MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia).

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

6 Scopus citations
2018

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

2 Scopus citations
2013

Multiresolution match kernels for gesture video classification

Demakethepalli Venkateswara, H., Balasubramanian, V. N., Lade, P. & Panchanathan, S., Nov 29 2013, Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013. 6618279. (Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013).

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

3 Scopus citations
2012

Person-centered accessible technologies: Improved usability and adaptation through inspirations from disability research

Panchanathan, S., McDaniel, T. & Balasubramanian, V. N., Dec 10 2012, UXeLATE 2012 - Proceedings of the 2012 ACM International Workshop on User Experience in e-Learning and Augmented Technologies in Education, Co-located with ACM Multimedia 2012. p. 1-6 6 p. (UXeLATE 2012 - Proceedings of the 2012 ACM International Workshop on User Experience in e-Learning and Augmented Technologies in Education, Co-located with ACM Multimedia 2012).

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

8 Scopus citations
2011

Audio-haptic description in movies

Viswanathan, L. N., McDaniel, T. & Panchanathan, S., Jul 21 2011, HCI International 2011 - Posters' Extended Abstracts - International Conference, HCI International 2011, Proceedings. PART 1 ed. p. 414-418 5 p. (Communications in Computer and Information Science; vol. 173 CCIS, no. PART 1).

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

1 Scopus citations
2014

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

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

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

1 Scopus citations
2019

Wearable Computing and Human-Centricity

Tadayon, A., Tadayon, R., McDaniel, T. & Panchanathan, S., Jan 1 2019, Studies in Systems, Decision and Control. Springer International Publishing, p. 381-413 33 p. (Studies in Systems, Decision and Control; vol. 164).

Research output: Chapter in Book/Report/Conference proceedingChapter

Using multimodal data for automated fidelity evaluation in pivotal response treatment videos

Heath, C. D. C., Venkateswara, H., McDaniel, T. & Panchanathan, S., Nov 2019, GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., 8969089. (GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings).

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

2017

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., p. 5385-5394 10 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

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

101 Scopus citations

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, p. 774-780 7 p. (AAAI Workshop - Technical Report; vol. WS-17-01 - WS-17-15).

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

1 Scopus citations
2020

Deep Active Learning for Image Regression

Ranganathan, H., Venkateswara, H., Chakraborty, S. & Panchanathan, S., Jan 1 2020, Advances in Intelligent Systems and Computing. Springer, p. 113-135 23 p. (Advances in Intelligent Systems and Computing; vol. 1098).

Research output: Chapter in Book/Report/Conference proceedingChapter

2018

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

1 Scopus citations

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

3 Scopus citations
2016

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. (ASSETS 2016 - Proceedings of the 18th International ACM SIGACCESS Conference on Computers and Accessibility).

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

2 Scopus citations
2018

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

2016

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. Aggarwal, C., Zhou, Z-H., Tuzhilin, A., Xiong, H. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1009-1014 6 p. 7373427. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2016-January).

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

2 Scopus citations
2014

Special section on human-centric computing

Jin, Q., Panchanathan, S. & Lee, C., Feb 1 2014, In : Information Sciences. 257, p. 229-230 2 p.

Research output: Contribution to journalArticle

2011

Flyexpress: Visual mining of spatiotemporal patterns for genes and publications in drosophila embryogenesis

Kumar, S., Konikoff, C., Van emden, B., Busick, C., Davis, K. T., Ji, S., Wu, L. W., Ramos, H., Brody, T., Panchanathan, S., Ye, J., Karr, T. L., Gerold, K., Mccutchan, M. & Newfeld, S., Dec 1 2011, In : Bioinformatics. 27, 23, p. 3319-3320 2 p., btr567.

Research output: Contribution to journalArticle

38 Scopus citations
2016

Person-Centered Multimedia Computing: A New Paradigm Inspired by Assistive and Rehabilitative Applications

Panchanathan, S., Chakraborty, S., McDaniel, T. & Tadayon, R., Jul 1 2016, In : IEEE Multimedia. 23, 3, p. 12-19 8 p., 7535120.

Research output: Contribution to journalReview article

3 Scopus citations
2013

Batch mode active sampling based on marginal probability distribution matching

Chattopadhyay, R., Wang, Z., Fan, W., Davidson, I., Panchanathan, S. & Ye, J., Sep 1 2013, In : ACM Transactions on Knowledge Discovery from Data. 7, 3, 13.

Research output: Contribution to journalArticle

30 Scopus citations
2015

Conformal predictions for information fusion: A comparative study of p-value combination methods

Balasubramanian, V. N., Chakraborty, S. & Panchanathan, S., Jun 8 2015, In : Annals of Mathematics and Artificial Intelligence. 74, 1-2, p. 45-65 21 p.

Research output: Contribution to journalArticle

4 Scopus citations
2014
1 Scopus citations
2015
6 Scopus citations
2016
13 Scopus citations
2019

Guest Editorial: Special Issue on Human-Centric Cyber Social Computing

Jin, Q., Li, W., Guo, S. & Panchanathan, S., Oct 2019, In : IEEE Transactions on Computational Social Systems. 6, 5, p. 1038-1040 3 p., 8861180.

Research output: Contribution to journalEditorial

2017

Enriching the fan experience in a smart stadium using internet of things technologies

Panchanathan, S., Chakraborty, S., McDaniel, T., Tadayon, R., Fakhri, B., O'Connor, N. E., Marsden, M., Little, S., McGuinness, K. & Monaghan, D., Jun 1 2017, In : International Journal of Semantic Computing. 11, 2, p. 137-170 34 p.

Research output: Contribution to journalArticle

4 Scopus citations
2019

Therapeutic haptics for mental health and wellbeing

McDaniel, T. & Panchanathan, S., Dec 18 2019, Haptic Interfaces for Accessibility, Health, and Enhanced Quality of Life. Springer International Publishing, p. 149-181 33 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2011

Optimal batch selection for active learning in multi-label classification

Chakraborty, S., Balasubramanian, V. & Panchanathan, S., Dec 29 2011, MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops. p. 1413-1416 4 p. (MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops).

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

11 Scopus citations
2012

Batch mode active learning for multimedia pattern recognition

Chakraborty, S., Balasubramanian, V. & Panchanathan, S., Dec 1 2012, Proceedings - 2012 IEEE International Symposium on Multimedia, ISM 2012. p. 489-490 2 p. 6424714. (Proceedings - 2012 IEEE International Symposium on Multimedia, ISM 2012).

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

2011

A wearable wireless RFID system for accessible shopping environments

Krishna, S., Balasubramanian, V., Krishnan, N. C., Juillard, C., Hedgpeth, T. & Panchanathan, S., Nov 29 2011, BODYNETS 2008 - 3rd International ICST Conference on Body Area Networks. Gupta, S. & Panchanathan, S. (eds.). ICST, (BODYNETS 2008 - 3rd International ICST Conference on Body Area Networks).

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

2 Scopus citations
2012
2016

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

1 Scopus citations
2011

Hierarchical domain adaptation for SEMG signal classification across multiple subjects

Chattopadhyay, R., Krishnan, N. C. & Panchanathan, S., 2011, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. p. 7853-7856 4 p. 6091935

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

Toward the detection of abnormal chest radiographs the way radiologists do it

Alzubaidi, M., Patel, A., Panchanathan, S. & Black, J. A., May 13 2011, Medical Imaging 2011: Computer-Aided Diagnosis. 796337. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7963).

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

3 Scopus citations
2016

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

47 Scopus citations
2013

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

25 Scopus citations
2011

Transfer learning framework for early detection of fatigue using noninvasive surface electromyogram signals (SEMG)

Chattopadhyay, R., Ye, J. & Panchanathan, S., Aug 15 2011, Computational Physiology - Papers from the AAAI Spring Symposium, Technical Report. p. 10-12 3 p. (AAAI Spring Symposium - Technical Report; vol. SS-11-04).

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

1 Scopus citations
2020

Representation, Exploration and Recommendation of Playlists

Papreja, P., Venkateswara, H. & Panchanathan, S., Jan 1 2020, Machine Learning and Knowledge Discovery in Databases - International Workshops of ECML PKDD 2019, Proceedings. Cellier, P. & Driessens, K. (eds.). Springer, p. 543-550 8 p. (Communications in Computer and Information Science; vol. 1168 CCIS).

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

2017

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

1 Scopus citations
2019

MisophoniAPP: Person-centric gamified therapy for smarter treatment of misophonia

Noziglia, R., McDaniel, T., Anderson, D., Tadayon, R. & Panchanathan, S., Nov 2019, GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., 8969513. (GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings).

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