Complex Adaptive Systems (CAS)

Research output

Research output per year 2010 2011 2012 2013 2014 2015 2016 2017 2018 2022

• 69 Conference contribution
• 68 Article
• 16 Chapter
• 14 Review article
• 22 More
  • 8 Editorial
  • 6 Comment/debate
  • 4 Conference article
  • 1 Book
  • 1 Paper
  • 1 Letter
  • 1 Short survey

Research output per year

Research output per year

Search results

• 2021

  Identification of Abnormal States in Videos of Ants Undergoing Social Phase Change

  Choi, T., Pyenson, B., Liebig, J. & Pavlic, T. P., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 15286-15292 7 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 17B).

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

  • Data description 100%
  • Video recording 22%
  • Time series analysis 22%
  • Gene expression 19%
  • Phase transitions 18%
  3 Scopus citations
• 2020

  Automatic Discovery of Motion Patterns that Improve Learning Rate in Communication-Limited Multi-Robot Systems

  Choi, T. & Pavlic, T. P., Sep 14 2020, 2020 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, MFI 2020. Institute of Electrical and Electronics Engineers Inc., p. 243-248 6 p. 9235218. (IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems; vol. 2020-September).

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

  • Multipurpose robots 100%
  • Robots 48%
  • Communication 37%
  • Sampling 9%
  • Demonstrations 5%
  1 Scopus citations

• How far should i watch? Quantifying the effect of various observational capabilities on long-range situational awareness in multi-robot teams

  Kang, S., Choi, T. & Pavlic, T. P., Aug 2020, Proceedings - 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems, ACSOS 2020. El-Araby, E., Tomforde, S., Wood, T., Kumar, P., Raibulet, C., Petri, I., Valentini, G., Nelson, P. & Porter, B. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 146-152 7 p. 9196255. (Proceedings - 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems, ACSOS 2020).

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

  • Situational Awareness 100%
  • Multi-robot 97%
  • Watches 63%
  • Robot 61%
  • Sensor 36%
  2 Scopus citations
• 2018

  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., 2018, Highlights of Practical Applications of Agents, Multi-Agent Systems, and Complexity: The PAAMS Collection - International Workshops of PAAMS 2018, Proceedings. Corchado, J. M., Julian, V., Osaba Icedo, E., Bajo, J., Hoffa-Dabrowska, P., Silveira, R. A., Fernandez, A., Giroux, S., Navarro Martínez, E. M., Mathieu, P., Castro, A. J., Sanchez-Pi, N., del Val, E., Unland, R. & Fuentes-Fernandez, R. (eds.). Springer Verlag, p. 517-524 8 p. (Communications in Computer and Information Science; vol. 887).

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

  • Site selection 100%
  • Nest 95%
  • Robot 89%
  • Communication 66%
  • Robots 46%

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

  Gupta, B., Saxon, M., McDaniel, T. & Panchanathan, S., 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 proceeding › Conference contribution

  • Social Interaction 100%
  • Disability 98%
  • Mood 97%
  • Perception 80%
  • Assistive Technology 66%

• Deep reinforcement learning methods for navigational aids

  Fakhri, B., Keech, A., Schlosser, J., Brooks, E., Demakethepalli Venkateswara, H., Panchanathan, S. & Kira, Z., 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 proceeding › Conference contribution

  • Reinforcement Learning 100%
  • Navigation 87%
  • Reinforcement learning 66%
  • Assistive Technology 45%
  • Vision 34%

• Detecting attention in pivotal response treatment video probes

  Heath, C. D. C., Demakethepalli Venkateswara, H., McDaniel, T. & Panchanathan, S., 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 proceeding › Conference contribution

  • Probe 100%
  • Training 66%
  • Machine Learning 45%
  • Children 45%
  • Machine learning 40%
  5 Scopus citations

• 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. (HealthMedia 2018 - Proceedings of the 3rd International Workshop on Multimedia for Personal Health and Health Care, co-located with MM 2018).

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

  • Compliance 100%
  • Feedback 72%
  • Patient rehabilitation 71%
  1 Scopus citations

• 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., 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 proceeding › Conference contribution

  • Haptics 100%
  • Vision 54%
  • Textures 42%
  • Object 36%
  • Experiments 19%
  3 Scopus citations

• 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 proceeding › Conference contribution

  • Problem-Based Learning 100%
  • Labels 73%
  • Image classification 18%
  • Deep neural networks 16%
  • Learning algorithms 14%
  6 Scopus citations

• 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., 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 proceeding › Conference contribution

  • Multimedia 100%
  • Person 69%
  • Paradigm 53%
  • Computing 33%
  • Human 24%

• 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. (2018 IEEE 6th International Conference on Serious Games and Applications for Health, SeGAH 2018).

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

  • Serious games 100%
  • Learning 57%
  • Cameras 55%
  • Evaluation Studies 35%
  • Emotions 31%
  17 Scopus citations

• Semi-supervised adversarial image-to-image translation

  Eusebio, J., Demakethepalli Venkateswara, H. & Panchanathan, S., 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 proceeding › Conference contribution

  • Generative Models 100%
  • Digit 36%
  • Model 11%
  1 Scopus citations

• 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., 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 proceeding › Conference contribution

  • Facial Expression 100%
  • Social Interaction 80%
  • Computer vision 44%
  • Health 38%
  • Unit 36%
  2 Scopus citations

• 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. (MAHCI 2018 - Proceedings of the 2018 Workshop on Multimedia for Accessible Human Computer Interface, co-located with MM 2018).

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

  • Display devices 100%
  • Feedback 82%
  9 Scopus citations
• 2017

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

  Choi, T., Pavlic, T. & Richa, A., Jul 1 2017, 2017 13th IEEE Conference on Automation Science and Engineering, CASE 2017. IEEE Computer Society, p. 1522-1527 6 p. (IEEE International Conference on Automation Science and Engineering; vol. 2017-August).

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

  • Robots 100%
  • Neural networks 31%
  • Communication 26%
  • Multipurpose robots 22%
  • Scalability 13%
  6 Scopus citations

• Deep active learning for image classification

  Ranganathan, H., Demakethepalli Venkateswara, H., Chakraborty, S. & Panchanathan, S., Jul 2 2017, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE Computer Society, p. 3934-3938 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2017-September).

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

  • Problem-Based Learning 100%
  • Image classification 92%
  • Bayesian networks 59%
  • Image recognition 32%
  • Deep learning 25%
  61 Scopus citations

• 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 proceeding › Conference contribution

  • Deep neural networks 100%
  • Labeled data 80%
  • Transfer learning 40%
  • Deep learning 30%
  • Computer vision 29%
  1102 Scopus citations

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

  Tuncali, C. E., Yaghoubi, S., Pavlic, T. & Fainekos, G., Jul 1 2017, 2017 13th IEEE Conference on Automation Science and Engineering, CASE 2017. IEEE Computer Society, p. 1059-1064 6 p. (IEEE International Conference on Automation Science and Engineering; vol. 2017-August).

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

  • Controllers 100%
  • Adaptive cruise control 50%
  • Simulated annealing 37%
  • Collision avoidance 37%
  7 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 proceeding › Conference contribution

  • Mathematical transformations 100%
  • Classifiers 16%
  • Sampling 16%
  1 Scopus citations

• 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. Antona, M. & Stephanidis, C. (eds.). Springer Verlag, 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 proceeding › Conference contribution

  • Compliance 100%
  • Exercise 83%
  • Patient rehabilitation 76%
  • Rehabilitation 60%
  • Feedback 51%
  1 Scopus citations

• 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. (Proceedings - 2016 IEEE International Symposium on Multimedia, ISM 2016).

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

  • Stadiums 100%
  • Fans 70%
  • Smart city 54%
  • Sun 25%
  • Sustainable development 22%
  8 Scopus citations

• 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 proceeding › Conference contribution

  • Bayesian networks 100%
  5 Scopus citations
• 2016

  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. (MM 2016 - Proceedings of the 2016 ACM Multimedia Conference).

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

  • Sports 100%
  • Motion capture 75%
  • Feedback 62%
  • Gyroscopes 35%
  • Sensors 33%
  2 Scopus citations

• 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 proceeding › Conference contribution

  • Feedback 100%
  • Costs 30%
  2 Scopus citations

• 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 proceeding › Conference contribution

  • Feature extraction 100%
  • NP-hard 31%
  • Classifiers 22%
  8 Scopus citations

• 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 proceeding › Conference contribution

  • Mirrors 100%
  • Substitution reactions 48%
  7 Scopus citations

• 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. (2016 IEEE Winter Conference on Applications of Computer Vision, WACV 2016).

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

  • Deep learning 100%
  • Bayesian networks 91%
  • Computer vision 18%
  154 Scopus citations

• Nonlinear embedding transform for unsupervised domain adaptation

  Demakethepalli Venkateswara, H., Chakraborty, S. & Panchanathan, S., 2016, Computer Vision – ECCV 2016 Workshops, Proceedings. Hua, G. & Jegou, H. (eds.). Springer Verlag, 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 proceeding › Conference contribution

  Open Access

  • Mathematical transformations 100%
  • Transform 70%
  • Data Distribution 61%
  • Comprehensive Evaluation 42%
  • Alignment 27%
  2 Scopus citations

• 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. (Proceedings - 2015 IEEE 14th International Conference on Machine Learning and Applications, ICMLA 2015).

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

  • Predictive analytics 100%
  • Regression analysis 77%
  • Statistical Models 68%
  • Feature extraction 58%

• 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 proceeding › Conference contribution

  Open Access

  • Gesture recognition 100%
  • Speech recognition 79%
  • Communication 42%
  • Glossaries 16%
  • Smartphones 15%

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

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

  • Freezing 100%
  • Neural networks 55%
  • Wearable technology 25%
  • Network architecture 21%
  • Machine learning 16%
  17 Scopus citations
• 2015

  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. Stephanidis, C. (ed.). Springer Verlag, p. 528-533 6 p. (Communications in Computer and Information Science; vol. 528).

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

  • Gait 100%
  • Real-time 74%
  • Freezing 71%
  • Parkinson's Disease 60%
  • Feedback 41%
  4 Scopus citations

• 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, p. 99-108 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2015-August).

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

  Open Access

  • Problem-Based Learning 100%
  • Labels 55%
  • Learning algorithms 54%
  • Quadratic programming 24%
  • NP-hard 21%
  8 Scopus citations

• 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. (MM 2015 - Proceedings of the 2015 ACM Multimedia Conference).

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

  • Support vector machines 100%
  • Classifiers 17%
  • Sampling 17%
  9 Scopus citations

• 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. Spencer, S. N. (ed.). Association for Computing Machinery, p. 131 1 p. (Proceedings of the 19th Symposium on Interactive 3D Graphics and Games, i3D 2015).

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

• 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. Kurosu, M. (ed.). Springer Verlag, 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 proceeding › Conference contribution

  • Training 100%
  • Exercise 97%
  • Learning 85%
  • Avatar 51%
  • Rehabilitation 47%
  10 Scopus citations
• 2014

  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. Bebis, G., Boyle, R., Parvin, B., Koracin, D., McMahan, R., Jerald, J., Zhang, H., Drucker, S. M., Chandra, K., Maha, E. C., Deng, Z. & Carlson, M. (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 proceeding › Conference contribution

  • Facial Expression 100%
  • Haptics 98%
  • Visually Impaired 96%
  • Haptic interfaces 69%
  • Movement 53%
  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 proceeding › Conference contribution

  • Serious games 100%
  • Interfaces (computer) 24%
  • Computer hardware 15%
  3 Scopus citations

• 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. (Proceedings of the ACM Symposium on Applied Perception, SAP 2014).

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

• 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, p. 881-884 4 p. (MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia).

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

  • Principal component analysis 100%
  • Semantics 72%
  • Human computer interaction 26%

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

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

  • Haptic interfaces 100%
  • Conveying 85%
  16 Scopus citations
• 2013

  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. (Proceedings - IEEE International Conference on Multimedia and Expo).

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

  • Conveying 100%
  4 Scopus citations

• 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. (2013 International Conference on Recent Trends in Information Technology, ICRTIT 2013).

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

  • Interdisciplinary Approach 100%
  • Multimedia 90%
  • Design and Development 90%
  • Multimedia systems 34%
  • Interface Design 29%
  5 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 proceeding › Conference contribution

  • Crime 100%
  • Audiovisual 96%
  • Health care 84%
  • Statistical Models 75%
  6 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 proceeding › Conference contribution

  • Transfer learning 100%
  • Problem-Based Learning 96%
  • learning 28%
  • Labeled data 19%
  • Convex optimization 17%
  50 Scopus citations

• 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. (Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013).

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

• 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. (Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013).

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

  • Computational methods 100%
  • Imaging techniques 72%
  3 Scopus citations

• 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. 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 proceeding › Conference contribution

  Open Access

  • Toolkit 100%
  • Open Source 92%
  • Prediction 71%
  • Calibration 67%
  • Machine Learning 46%
  5 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., 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 proceeding › Conference contribution

  Open Access

  • Wearable computers 100%
  • Patient rehabilitation 63%
  • Stroke 46%
  • Recovery 45%
  • Stroke Rehabilitation 42%
  9 Scopus citations