Complex Adaptive Systems (CAS)

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  • 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. SPIE, 83153A. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 8315).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 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. (Proceedings - 2012 IEEE International Symposium on Multimedia, ISM 2012).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • 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. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    32 Scopus citations

  • Efficient atypicality detection in chest radiographs

    Alzubaidi, M., Balasubramanian, V. N., Patel, A., Panchanathan, S. & Black, J. A., 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 proceeding › Conference contribution

    1 Scopus citations

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

    Panchanathan, S., McDaniel, T. & Balasubramanian, V. N., 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 proceeding › Conference contribution

    9 Scopus citations

  • Vibrotactile feedback of motor performance errors for enhancing motor learning

    McDaniel, T., Goldberg, M., Bala, S., Fakhri, B. & Panchanathan, S., 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 proceeding › Conference contribution

    8 Scopus citations
  • 2011

    Active batch selection for fuzzy classification in facial expression recognition

    Chakraborty, S., Demakethepalli Venkateswara, H., Balasubramanian, V. & Panchanathan, S., 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 proceeding › Conference contribution

    3 Scopus citations

  • Audio-haptic description in movies

    Viswanathan, L. N., McDaniel, T. & Panchanathan, S., 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 proceeding › Conference contribution

    Open Access
    3 Scopus citations

  • Dynamic batch mode active learning

    Chakraborty, S., Balasubramanian, V. & Panchanathan, S., 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 proceeding › Conference contribution

    16 Scopus citations

  • Dynamic batch mode active learning via L1 regularization

    Chakraborty, S., Balasubramanian, V. & Panchanathan, S., 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 proceeding › Conference contribution

    1 Scopus citations

  • Motor learning using a kinematic-vibrotactile mapping targeting fundamental movements

    McDaniel, T., Goldberg, M., Villanueva, D., Viswanathan, L. N. & Panchanathan, S., 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 proceeding › Conference contribution

    19 Scopus citations

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

    Chattopadhyay, R., Ye, J., Panchanathan, S., Fan, W. & Davidson, I., 2011, Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'11. Association for Computing Machinery, 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 proceeding › Conference contribution

    42 Scopus citations

  • Optimal batch selection for active learning in multi-label classification

    Chakraborty, S., Balasubramanian, V. & Panchanathan, S., 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 proceeding › Conference contribution

    19 Scopus citations

  • Optimization-based domain adaptation towards person-adaptive classification models

    Chattopadhyay, R., Chakraborty, S., Balasubramanian, V. N. & Panchanathan, S., 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 proceeding › Conference contribution

    1 Scopus citations

  • Subject independent computational framework for myoelectric signals

    Chattopadhyay, R., Pradhan, G. & Panchanathan, S., 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 proceeding › Conference contribution

    6 Scopus citations

  • The building blocks of somatic information delivery

    McDaniel, T. & Panchanathan, S., 2011, MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops. p. 877 1 p. (MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

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

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

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    24 Scopus citations

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

    Alzubaidi, M., Patel, A., Panchanathan, S. & Black, J. A., 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 proceeding › Conference contribution

    4 Scopus citations

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

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

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations