Vangelis Metsis

Publications

(My Google Scholar profile)

[Show publications by year]

Journal Papers

  1. V. Metsis, G. Lawrence, M. Trahan, K. S. Smith, D. Tamir, and K. Selber. "360 Video: A prototyping process for developing virtual reality interventions." Journal of Technology in Human Services (2019): 1-19.
    DOI: 10.1080/15228835.2019.1604291

  2. M. H. Trahan, A. R. Ausbrooks, K. S. Smith, V. Metsis, A. Berek, L. H. Trahan, and K. Selber. "Experiences of student veterans with social anxiety and avoidance: A qualitative study." Social Work in Mental Health 17, no. 2 (2019): 197-221.
    DOI: 10.1080/15332985.2018.1522607

  3. A. Malhotra, I. D. Schizas, and V. Metsis. "Correlation analysis-based classification of human activity time series." IEEE Sensors Journal 18, no. 19 (2018): 8085-8095.
    DOI: 10.1109/JSEN.2018.2864207

  4. T. Mauldin, M. Canby, V. Metsis, A. Ngu, and C. Rivera. "Smartfall: a smartwatch-based fall detection system using deep learning." Sensors 18, no. 10 (2018): 3363.
    DOI: 10.3390/s18103363

  5. K.K. Roudposhti, J. Dias, P. Peixoto, V. Metsis, and U. Nunes. "A Multilevel Body Motion-based Human Activity Analysis Methodology." IEEE Transactions on Cognitive and Developmental Systems (2016).
    DOI: 10.1109/TCDS.2016.2607154

  6. A. H. Ngu, Anne HH, M. Gutierrez, V. Metsis, S. Nepal, and M. Z. Sheng. "IoT Middleware: A Survey on Issues and Enabling technologies." IEEE Internet of Things Journal (2016).
    DOI: 10.1109/JIOT.2016.2615180

  7. V. Metsis, F. Makedon, D. Shen, and H. Huang, "DNA Copy Number Selection Using Robust Structured Sparsity-Inducing Norms", IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), 11, 1 (January 2014), 138-181.
    DOI: 10.1109/TCBB.2013.141

  8. V. Metsis, D. Kosmopoulos, V. Athitsos, and F. Makedon. "Non-invasive analysis of sleep patterns via multimodal sensor input." Personal and ubiquitous computing 18, no. 1 (2014): 19-26.
    DOI: 10.1007/s00779-012-0623-1

  9. C. D. McMurrough, V. Metsis, D. Kosmopoulos, I. Maglogiannis, and F. Makedon, "A Dataset for Point of Gaze Detection using Head Poses and Eye Images", Journal on Multimodal User Interfaces (2013): 1-9.
    DOI: 10.1007/s12193-013-0121-4

  10. K. Dela Rosa, V. Metsis, and V. Athitsos. "Boosted ranking models: a unifying framework for ranking predictions", Knowledge and information systems 30.3 (2012): 543-568.
    DOI: 10.1007/s10115-011-0390-8

  11. V. Metsis, H. Huang, O. C. Andronesi, F. Makedon, and A. Tzika, "Heterogeneous data fusion for brain tumor classification", Oncology reports, 2012.
    DOI: 10.3892/or.2012.1931

  12. C. Doukas, V. Metsis, E. Becker, Z. Le, F. Makedon, and I. Maglogiannis. "Digital cities of the future: Extending @home assistive technologies for the elderly and the disabled", Telematics and Informatics 28, no. 3 (2011): 176-190.
    DOI: 10.1016/j.bbr.2011.03.031

Conference Papers

  1. L. B. Hinkle, K. K. Roudposhti, and V. Metsis. "Physiological Measurement for Emotion Recognition in Virtual Reality." Accepted to appear at The 2nd International Conference on Data Intelligence and Security (ICDIS 2019), South Padres Island, TX, USA (To Appear)

  2. G. Koutitas, K. S. Smith, G. Lawrence, V. Metsis, C. Stamper, M. Trahan, and T. Lehr. "A virtual and augmented reality platform for the training of first responders of the ambulance bus." In Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, pp. 299-302. ACM, 2019.
    DOI: 10.1145/3316782.3321542

  3. A. Anderson, T. Hsiao, and V. Metsis. "Classification of Emotional Arousal During Multimedia Exposure." In the proceedings of the 10th International Conference on PErvasive Technologies Related to Assistive Environments (PETRA'17)}, Rhodes, Greece, June 2015.
    DOI: (To appear)

  4. H. Espiritu and V. Metsis. "Automated Detection of Sleep Disorder-Related Events from Polysomnographic Data." In Healthcare Informatics (ICHI), 2015 International Conference on, pp. 562-569. IEEE, 2015.
    DOI: 10.1109/ICHI.2015.105

  5. V. Metsis, I. D. Schizas, and G. Marshall. "Real-time subspace denoising of polysomnographic data." In Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, p. 77. ACM, 2015.
    DOI: 10.1145/2769493.2769584

  6. A. Lioulemes, P. Sassaman, S. N. Gieser, V. Karkaletsis, F. Makedon, and V. Metsis. "Self-managed patient-game interaction using the barrett WAM arm for motion analysis." In Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, p. 34. ACM, 2015.
    DOI: 10.1145/2769493.2769517

  7. M. Papakostas, J. Staud, F. Makedon, and V. Metsis. "Monitoring breathing activity and sleep patterns using multimodal non-invasive technologies." In Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, p. 78. ACM, 2015.

  8. D. Paulk, V. Metsis, C. McMurrough, and F. Makedon. "A supervised learning approach for fast object recognition from RGB-D data." In Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments (PETRA '14).
    DOI: 10.1145/2674396.2674432

  9. S. Phan, A. Lioulemes, C. Lutterodt, F. Makedon, and V. Metsis. "Guided physical therapy through the use of the Barrett WAM robotic arm." In Haptic, Audio and Visual Environments and Games (HAVE), 2014 IEEE International Symposium on, pp. 24-28. IEEE, 2014.
    DOI: 10.1109/HAVE.2014.6954326

  10. A. Lioulemes, G. Galatas, V. Metsis, G. L. Mariottini, and F. Makedon. "Safety challenges in using AR.Drone to collaborate with humans in indoor environments." In Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments (PETRA '14).
    DOI: 10.1145/2674396.2674457

  11. S. N. Gieser, V. Metsis, and F. Makedon. "Quantitative evaluation of the kinect skeleton tracker for physical rehabilitation exercises." In Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments (PETRA '14).
    DOI: 10.1145/2674396.2674429

  12. M. Gardner, V. Metsis, E. Becker and F. Makedon, "Modeling the Effect of Attention Deficit in Game-Based Motor Ability Assessment of Cerebral Palsy Patients", To appear in the proceedings of the 6th Workshop on Affect and Behaviour Related Assistance, in PETRA 2013.
    DOI: 10.1145/2504335.2504405

  13. A. Papangelis, R. Gatchel, V. Metsis, and F. Makedon, "An adaptive dialogue system for assessing post traumatic stress disorder", In Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments (p. 49). ACM, 2013.
    DOI: 10.1145/2504335.2504387

  14. C. D. McMurrough, V. Metsis, J. Rich, and F. Makedon. "An eye tracking dataset for point of gaze detection", In Proceedings of the Symposium on Eye Tracking Research and Applications, pp. 305-308. ACM, 2012.
    DOI: 10.1145/2168556.2168622

  15. C. D. McMurrough, J. Rich, V. Metsis, A. Nguyen, and F. Makedon. "Low-cost head position tracking for gaze point estimation" In Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments, p. 22. ACM, 2012.
    DOI: 10.1145/2413097.2413125

  16. Z. Zhang, W. Liu, V. Metsis, and V. Athitsos. "A Viewpoint-Independent Statistical Method for Fall Detection", In International Conference on Pattern Recognition (ICPR). 2012.
    (URL)

  17. V. Metsis, G. Galatas, A. Papangelis, D. Kosmopoulos, and F. Makedon, "Recognition of sleep patterns using a bed pressure mat", In Proceedings of the 4th International Conference on PErvasive Technologies Related to Assistive Environments, p. 9. ACM, 2011.
    DOI: 10.1145/2141622.2141633

  18. A. Papangelis, V. Metsis, J. Shawe-Taylor, and F. Makedon, "Sensor placement and coordination via distributed multi-agent cooperative control", Proceedings of the 3rd International Conference on PErvasive Technologies Related to Assistive Environments, p. 14. ACM, 2010.
    DOI: 10.1145/1839294.1839311

  19. K. Park, Y. Lin, V. Metsis, Z. Le, and F. Makedon, "Abnormal human behavioral pattern detection in assisted living environments", Proceedings of the 3rd International Conference on PErvasive Technologies Related to Assistive Environments, p. 9. ACM, 2010.
    DOI: 10.1145/1839294.1839305

  20. V. Metsis, H. Huang, F. Makedon, and A. Tzika, "Heterogeneous Data Fusion to Type Brain Tumor Biopsies", Artificial Intelligence Applications and Innovations: Proceedings of the 5th IFIP Conference on Artificial Intelligence Applications and Innovations (AIAI'2009), April 23-25, 2009, Thessaloniki, Greece, Springer, 2009, p. 233.
    DOI: 10.1007/978-1-4419-0221-4_28

  21. R. Arora, V. Metsis, R. Zhang, and F. Makedon, "Providing QoS in ontology centered context aware pervasive systems", Proceedings of the 2nd International Conference on PErvsive Technologies Related to Assistive Environments, ACM, 2009, p. 8.
    DOI: 10.1145/1579114.1579122

  22. I. Ahmad, R. Arora, D. White, V. Metsis, and R. Ingram, "Energy-Constrained Scheduling of DAGs on Multiprocessors", Proceedings of the International Conference on Contemporary Computing (IC3 2009), JIIT University, Noida, 2009.
    DOI: 10.1007/978-3-642-03547-0_56

  23. V. Metsis, Z. Le, Y. Lei, and F. Makedon, "Towards an evaluation framework for assistive environments", Proceedings of the 1st international conference on PErvasive Technologies Related to Assistive Environments, ACM, 2008, p. 12.
    DOI: 10.1145/1389586.1389601

  24. K. Stamatakis, V. Metsis, V. Karkaletsis, M. Ruzicka, V. Svatek, V. E.A. Cabrera, and M. Polla, "Content collection for the labeling of health-related web content". Proceedings of the 11th Conference on Artificial Intelligence in Medicine (AIME 07), LNAI 4594, pp. 341-345, 2007. Amsterdam, 7-11 July, 2007.
    DOI: 10.1007/978-3-540-73599-1_46

  25. D.V. Gonzales, M.A. Mayer, A. Leis, V. Karkaletsis, K. Stamatakis, V. Metsis, P. Nasikas, M. Labsky, M. Ruzicka, V. Svatek, F. Lopez-Ostenero, V. Peinado, E.A. Cabrera, T. Honkela, M. Polla. "AQUA (Assisting Quality Assessment): a system based on Semantic web and information extraction technologies to support medical quality labelling agencies", Proceedings of the 12th World Congress on the Internet in Medicine (Mednet 2007), Leipzig , Germany , October 7-10, 2007.

  26. V. Metsis, I. Androutsopoulos and G. Paliouras, "Spam Filtering with Naive Bayes -- Which Naive Bayes?". Proceedings of the 3rd Conference on Email and Anti-Spam (CEAS 2006), Mountain View, CA, USA, 2006.

  27. V. Karkaletsis, K. Stamatakis, V. Metsis, V. Redoumi, D. Tsarouhas, "Health-related Web Content: quality labelling mechanisms and the MedIEQ approach", 4th International Conference On Information Communication Technologies in Health, Samos 2006, Greece.
    (PDF)

Workshop papers

  1. T. Mauldin, A. H. Ngu, V. Metsis, M. E. Canby, J. Tesic. "Experimentation and Analysis of Ensemble Deep Learning in IoT Applications." Accepted to appear at The International Workshop on Very Large Internet of Things (VLIoT 2019), Los Angeles, CA, USA (To Appear)

  2. V. Metsis, P. Jangyodsuk, V. Athitsos, M. Iversen and F. Makedon, "Computer Aided Rehabilitation for Patients with Rheumatoid Arthritis", To appear in the proceedings of Cyber-Physical Systems (CPS) workshop, in ICNC 2013.
    DOI: 10.1109/ICCNC.2013.6504061

  3. E. Becker, V. Metsis, R. Arora, J. Vinjumur, Y. Xu, and F. Makedon, "SmartDrawer: RFID-based smart medicine drawer for assistive environments", Workshop on "Affect and Behaviour Related Assistance in Support for the Elderly (ABRA 2009)", Proceedings of the 2nd International Conference on PErvsive Technologies Related to Assistive Environments, ACM, 2009, p. 49.
    DOI: 10.1145/1579114.1579163

Abstracts and Posters

  1. V. Metsis, G. Lawrence, M. Trahan, K. S. Smith, and D. Tamir. "Virtual Reality Environments for Returning Combat Veteran Social Anxiety and PTSD: Rapid Prototyping Methodologies for Intervention." Society for Social Work and Research 23rd Annual Conference (SSWR 2019), San Fancisco, CA, USA.

  2. V. Metsis, K. S. Smith, and D. Gobert. "Integration of virtual reality with an omnidirectional treadmill system for multi-directional balance skills intervention." In 2017 International Symposium on Wearable Robotics and Rehabilitation (WeRob), pp. 1-2. IEEE, 2017.

  3. D. Ebert, V. Metsis, and F. Makedon. "Development and evaluation of a unity-based, kinect-controlled avatar for physical rehabilitation." In Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, p. 88. ACM, 2015.

  4. V. Metsis, G. Galatas, and F. Makedon, "Automated Sleep Pattern Monitoring for Sleep Disorder Assessment", IEEE Engineering in Medicine and Biology Society Dallas Chapter (Dallas-EMBS) - 2012 IEEE Texas Medical Device Symposium.

  5. V. Metsis, O. C. Andronesi, H. Huang, M. N. Mindrinos, L. G. Rahme, F. Makedon, and A. A. Tzika, "Combination of Sparse and Wrapper Feature Selection from Multi-Source Data for Accurate Brain Tumor Typing", In the proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM) 19th Annual Meeting & Exhibition, 7-13 May 2011, Montreal, Canada.

Technical Reports

  1. K. Vyas, V. Metsis, and F. Makedon. "Aria: Getting started quickly". Computer Science Undergraduate Research Journal. 2013 May 3;1.