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Author

  • Sethuraman Panchanathan
2011

Active batch selection for fuzzy classification in facial expression recognition

Chakraborty, S., Demakethepalli Venkateswara, H., Balasubramanian, V. & Panchanathan, S., Dec 1 2011, Proceedings - 10th International Conference on Machine Learning and Applications, ICMLA 2011. p. 241-246 6 p. 6146977. (Proceedings - 10th International Conference on Machine Learning and Applications, ICMLA 2011; vol. 1).

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

3 Scopus citations

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

74 Scopus citations

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

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

Design, implementation, and case study of a pragmatic vibrotactile belt

Rosenthal, J., Edwards, N., Villanueva, D., Krishna, S., McDaniel, T. & Panchanathan, S., Jan 1 2011, In : IEEE Transactions on Instrumentation and Measurement. 60, 1, p. 114-125 12 p., 5659690.

Research output: Contribution to journalArticle

32 Scopus citations

Dynamic batch mode active learning

Chakraborty, S., Balasubramanian, V. & Panchanathan, S., Jan 1 2011, 2011 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011. IEEE Computer Society, p. 2649-2656 8 p. 5995715. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

10 Scopus citations

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

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

Guest editorial for special section on IEEE haptic audio visual environments and games 2010

Shirmohammadi, S., Panchanathan, S. & Alamri, A., Nov 1 2011, In : IEEE Transactions on Instrumentation and Measurement. 60, 11, p. 3498-3500 3 p., 6034525.

Research output: Contribution to journalEditorial

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

Message from ICME'11 technical program chairs

Li, J., Florencio, D., Salembier, P., Hefeeda, M., Loui, A. & Panchanathan, S., Nov 7 2011, In : Proceedings - IEEE International Conference on Multimedia and Expo. 6011830.

Research output: Contribution to journalEditorial

Motor learning using a kinematic-vibrotactile mapping targeting fundamental movements

McDaniel, T., Goldberg, M., Villanueva, D., Viswanathan, L. N. & Panchanathan, S., Dec 29 2011, MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops. p. 543-552 10 p. (MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops).

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

16 Scopus citations

Multi-source domain adaptation and its application to early detection of fatigue

Chattopadhyay, R., Ye, J., Panchanathan, S., Fan, W. & Davidson, I., Sep 16 2011, Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'11. p. 717-725 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

32 Scopus citations

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

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

Subject independent computational framework for myoelectric signals

Chattopadhyay, R., Pradhan, G. & Panchanathan, S., Aug 25 2011, 2011 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2011 - Proceedings. p. 910-913 4 p. 5944173. (Conference Record - IEEE Instrumentation and Measurement Technology Conference).

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

5 Scopus citations

The building blocks of somatic information delivery

McDaniel, T. & Panchanathan, S., Dec 29 2011, MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops. 1 p. (MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops).

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

1 Scopus citations

Topology preserving domain adaptation for addressing subject based variability in SEMG signal

Chattopadhyay, R., Krishnan, N. C. & Panchanathan, S., Aug 15 2011, Computational Physiology - Papers from the AAAI Spring Symposium, Technical Report. p. 4-9 6 p. (AAAI Spring Symposium - Technical Report; vol. SS-11-04).

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

12 Scopus citations

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

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
2012

A novel online Variance Based Instance Selection (VBIS) method for efficient atypicality detection in chest radiographs

Alzubaidi, M., Balasubramanian, V., Patel, A., Panchanathan, S. & Black, J. A., May 14 2012, Medical Imaging 2012: Image Processing. 83144Z. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 8314).

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

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

A subject-independent method for automatically grading electromyographic features during a fatiguing contraction

Chattopadhyay, R., Jesunathadas, M., Poston, B., Santello, M., Ye, J. & Panchanathan, S., May 28 2012, In : IEEE Transactions on Biomedical Engineering. 59, 6, p. 1749-1757 9 p., 2193881.

Research output: Contribution to journalArticle

4 Scopus citations

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

Batch mode active sampling based on marginal probability distribution matching

Chattopadhyay, R., Wang, Z., Fan, W., Davidson, I., Panchanathan, S. & Ye, J., Sep 14 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 741-749 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

23 Scopus citations

Efficient atypicality detection in chest radiographs

Alzubaidi, M., Balasubramanian, V. N., Patel, A., Panchanathan, S. & Black, J. A., Nov 12 2012, 2012 11th International Conference on Information Science, Signal Processing and their Applications, ISSPA 2012. p. 193-198 6 p. 6310544. (2012 11th International Conference on Information Science, Signal Processing and their Applications, ISSPA 2012).

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

1 Scopus citations

Introduction to the ICME 2011 special issue

Li, J., Florencio, D., Panchanathan, S., Salembier, P., Hefeeda, M., Loui, A. & Mandal, M., May 22 2012, In : IEEE Transactions on Multimedia. 14, 3 PART1, p. 497-499 3 p., 6198831.

Research output: Contribution to journalEditorial

Message from the MCM 2011 Chairs (CSA 2011 Workshop)

Yeo, S. S., Kao, W. C., Park, S. O., Ro, W. W., Park, J. J., Jeong, Y. S., Lim, S. H., Choi, M., Rho, S. & Panchanathan, S., Jan 1 2012, In : Lecture Notes in Electrical Engineering. 114 LNEE, p. xliii

Research output: Contribution to journalEditorial

Multisource domain adaptation and its application to early detection of fatigue

Chattopadhyay, R., Sun, Q., Fan, W., Davidson, I., Panchanathan, S. & Ye, J., Dec 1 2012, In : ACM Transactions on Knowledge Discovery from Data. 6, 4, 18.

Research output: Contribution to journalArticle

58 Scopus citations

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

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
2013

Active matrix completion

Chakraborty, S., Zhou, J., Balasubramanian, V., Panchanathan, S., Davidson, I. & Ye, J., Dec 1 2013, In : Proceedings - IEEE International Conference on Data Mining, ICDM. p. 81-90 10 p., 6729492.

Research output: Contribution to journalConference article

23 Scopus citations

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

McDaniel, T., Viswanathan, L. N. & Panchanathan, S., Oct 21 2013, 2013 IEEE International Conference on Multimedia and Expo, ICME 2013. 6607554. (Proceedings - IEEE International Conference on Multimedia and Expo).

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

1 Scopus citations

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

Panchanathan, S., McDaniel, T. & Balasubramanian, V. N., Jan 1 2013, 2013 International Conference on Recent Trends in Information Technology, ICRTIT 2013. IEEE Computer Society, p. 750-757 8 p. 6844294. (2013 International Conference on Recent Trends in Information Technology, ICRTIT 2013).

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

5 Scopus citations

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

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

Lade, P., Balasubramanian, V. N., Demakethepalli Venkateswara, H. & Panchanathan, S., Oct 21 2013, 2013 IEEE International Conference on Multimedia and Expo, ICME 2013. 6607627. (Proceedings - IEEE International Conference on Multimedia and Expo).

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

5 Scopus citations

Generalized batch mode active learning for face-based biometric recognition

Chakraborty, S., Balasubramanian, V. & Panchanathan, S., Feb 1 2013, In : Pattern Recognition. 46, 2, p. 497-508 12 p.

Research output: Contribution to journalArticle

24 Scopus citations

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

Latent Facial Topics for affect analysis

Lade, P., Balasubramanian, V. N. & Panchanathan, S., Nov 29 2013, Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013. 6618337. (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

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

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

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., Sep 2 2013, Proceedings of the 2013 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops, PervasiveHealth 2013. p. 378-381 4 p. 6563971. (Proceedings of the 2013 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops, PervasiveHealth 2013).

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

5 Scopus citations
2014

Active Learning

Balasubramanian, V. N., Chakraborty, S., Ho, S. S., Wechsler, H. & Panchanathan, S., Apr 2014, Conformal Prediction for Reliable Machine Learning: Theory, Adaptations and Applications. Elsevier Inc., p. 49-70 22 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Affective haptics for enhancing access to social interactions for individuals who are blind

McDaniel, T., Bala, S., Rosenthal, J., Tadayon, R., Tadayon, A. & Panchanathan, S., Jan 1 2014, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8513 LNCS, PART 1, p. 419-429 11 p.

Research output: Contribution to journalConference article

9 Scopus citations

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

Yasmin, S., McDaniel, T. & Panchanathan, S., Jan 1 2014, Advances in Visual Computing - 10th International Symposium, ISVC 2014, Proceedings. Boyle, R., Koracin, D., Chandra, K., Maha, E. C., Deng, Z., Bebis, G., Carlson, M., Parvin, B., McMahan, R., Zhang, H., Drucker, S. M. & Jerald, J. (eds.). Springer Verlag, 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

1 Scopus citations

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. (2014 IEEE International Symposium on Haptic, Audio and Visual Environments and Games, HAVE 2014 - Proceedings).

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

3 Scopus citations
1 Scopus citations