Vangelis Metsis

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 36

Top Topics

Structured Sparsity

Multiclass Classification

Top Venues

Publications

Bikram De, Mykhailo Sakevych, Vangelis Metsis
The Impact of Data Augmentation on Time Series Classification Models: An In-Depth Study with Biomedical Data. AIME (1) (2024)
Alexander Katrompas, Vangelis Metsis
Many-to-Many Prediction for Effective Modeling of Frequent Label Transitions in Time Series. PETRA (2024)
Habib Irani, Vangelis Metsis
Enhancing Time-Series Prediction with Temporal Context Modeling: A Bayesian and Deep Learning Synergy. FLAIRS (2024)
Xiaomin Li, Mykhailo Sakevych, Gentry Atkinson, Vangelis Metsis
BioDiffusion: A Versatile Diffusion Model for Biomedical Signal Synthesis. CoRR (2024)
Gentry Atkinson, Xiaomin Li, Vangelis Metsis
Conditional Diffusion with Label Smoothing for Data Synthesis from Examples with Noisy Labels. EUSIPCO (2023)
Lee B. Hinkle, Gentry Atkinson, Vangelis Metsis
Fusion of Learned Representations for Multimodal Sensor Data Classification. AIAI (1) (2023)
Lee B. Hinkle, Vangelis Metsis
An LLVM-Inspired Framework for Unified Processing of Multimodal Time-Series Data. PETRA (2023)
Lee B. Hinkle, Tristan Pedro, Tyler Lynn, Gentry Atkinson, Vangelis Metsis
Assisted Labeling Visualizer (ALVI): A Semi-Automatic Labeling System For Time-Series Data. ICASSP Workshops (2023)
Xiaomin Li, Ramin Nabati, Kunjan Singh, Enrique Corona, Vangelis Metsis, Armin Parchami
EMOD: Efficient Moving Object Detection via Image Eccentricity Analysis and Sparse Neural Networks. WACV (Workshops) (2023)
Alexander Katrompas, Theodoros Ntakouris, Vangelis Metsis
Recurrence and Self-attention vs the Transformer for Time-Series Classification: A Comparative Study. AIME (2022)
Xiaomin Li, Anne Hee Hiong Ngu, Vangelis Metsis
TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation. CoRR (2022)
Morgan Byers, Lee B. Hinkle, Vangelis Metsis
Topological Data Analysis of Time-Series as an Input Embedding for Deep Learning Models. AIAI (2) (2022)
Xiaomin Li, Vangelis Metsis, Huangyingrui Wang, Anne Hee Hiong Ngu
TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network. CoRR (2022)
Xiaomin Li, Vangelis Metsis, Huangyingrui Wang, Anne Hee Hiong Ngu
TTS-GAN: A Transformer-Based Time-Series Generative Adversarial Network. AIME (2022)
Lee B. Hinkle, Gentry Atkinson, Vangelis Metsis
An End-to-End Methodology for Semi-Supervised HAR Data Collection, Labeling, and Classification Using a Wristband. Intelligent Environments (Workshops) (2022)
Anne Hee Hiong Ngu, Vangelis Metsis, Shuan Coyne, Priyanka Srinivas, Tarek Salad, Uddin Mahmud, Kyong Hee Chee
Personalized Watch-Based Fall Detection Using a Collaborative Edge-Cloud Framework. Int. J. Neural Syst. 32 (12) (2022)
Lee B. Hinkle, Vangelis Metsis
Individual Convolution of Ankle, Hip, and Wrist Data for Activities-of-Daily-Living Classification. Intelligent Environments (2022)
Cody Blakeney, Gentry Atkinson, Nathaniel Huish, Yan Yan, Vangelis Metsis, Ziliang Zong
Measuring Bias and Fairness in Multiclass Classification. NAS (2022)
Gentry Atkinson, Vangelis Metsis
TSAR: a Time Series Assisted Relabeling Tool for Reducing Label Noise. PETRA (2021)
Gentry Atkinson, Vangelis Metsis
A Survey of Methods for Detection and Correction of Noisy Labels in Time Series Data. AIAI (2021)
Anne H. H. Ngu, Shaun Coyne, Priyanka Srinivas, Vangelis Metsis
Collaborative Edge-Cloud Computing for Personalized Fall Detection. AIAI (2021)
Lee B. Hinkle, Vangelis Metsis
Model Evaluation Approaches for Human Activity Recognition from Time-Series Data. AIME (2021)
Taylor R. Mauldin, Anne H. H. Ngu, Vangelis Metsis, Marc E. Canby
Ensemble Deep Learning on Wearables Using Small Datasets. ACM Trans. Comput. Heal. 2 (1) (2021)
Cody Blakeney, Gentry Atkinson, Nathaniel Huish, Yan Yan, Vangelis Metsis, Ziliang Zong
Measure Twice, Cut Once: Quantifying Bias and Fairness in Deep Neural Networks. CoRR (2021)
Alexander Katrompas, Vangelis Metsis
Enhancing LSTM Models with Self-attention and Stateful Training. IntelliSys (1) (2021)
Morgan Byers, Vangelis Metsis
Text Analysis for Understanding Symptoms of Social Anxiety in Student Veterans. AAAI (2021)
Anne H. H. Ngu, Vangelis Metsis, Shaun Coyne, Brian Chung, Rachel Pai, Joshua Chang
Personalized Fall Detection System. PerCom Workshops (2020)
George Koutitas, Varun Kumar Siddaraju, Vangelis Metsis
In Situ Wireless Channel Visualization Using Augmented Reality and Ray Tracing. Sensors 20 (3) (2020)
Gentry Atkinson, Vangelis Metsis
Identifying label noise in time-series datasets. UbiComp/ISWC Adjunct (2020)
Taylor R. Mauldin, Anne H. H. Ngu, Vangelis Metsis, Marc E. Canby, Jelena Tesic
Experimentation and Analysis of Ensemble Deep Learning in IoT Applications. Open J. Internet Things 5 (1) (2019)
George Koutitas, Kenneth Scott Smith, Grayson Lawrence, Vangelis Metsis, Clayton Stamper, Mark Trahan, Ted Lehr
A virtual and augmented reality platform for the training of first responders of the ambulance bus. PETRA (2019)
Lee Hinkle, Kamrad Khoshhal, Vangelis Metsis
Physiological Measurement for Emotion Recognition in Virtual Reality. ICDIS (2019)
Taylor R. Mauldin, Marc E. Canby, Vangelis Metsis, Anne H. H. Ngu, Coralys Cubero Rivera
SmartFall: A Smartwatch-Based Fall Detection System Using Deep Learning. Sensors 18 (10) (2018)
Anne Hee Hiong Ngu, Mario A. Gutierrez, Vangelis Metsis, Surya Nepal, Quan Z. Sheng
IoT Middleware: A Survey on Issues and Enabling Technologies. IEEE Internet Things J. 4 (1) (2017)
Kamrad Khoshhal Roudposhti, Jorge Dias, Paulo Peixoto, Vangelis Metsis, Urbano Nunes
A Multilevel Body Motion-Based Human Activity Analysis Methodology. IEEE Trans. Cogn. Dev. Syst. 9 (1) (2017)
Adam Anderson, Thomas Hsiao, Vangelis Metsis
Classification of Emotional Arousal During Multimedia Exposure. PETRA (2017)
Dylan Ebert, Vangelis Metsis, Fillia Makedon
Development and evaluation of a unity-based, kinect-controlled avatar for physical rehabilitation. PETRA (2015)
Vangelis Metsis, Ioannis D. Schizas, Gregg Marshall
Real-time subspace denoising of polysomnographic data. PETRA (2015)
Michalis Papakostas, James Staud, Fillia Makedon, Vangelis Metsis
Monitoring breathing activity and sleep patterns using multimodal non-invasive technologies. PETRA (2015)
Hugo Espiritu, Vangelis Metsis
Automated Detection of Sleep Disorder-Related Events from Polysomnographic Data. ICHI (2015)
Alexandros Lioulemes, Paul Sassaman, Shawn N. Gieser, Vangelis Karkaletsis, Fillia Makedon, Vangelis Metsis
Self-managed patient-game interaction using the barrett WAM arm for motion analysis. PETRA (2015)
Scott Phan, Alexandros Lioulemes, Cyril Lutterodt, Fillia Makedon, Vangelis Metsis
Guided physical therapy through the use of the Barrett WAM robotic arm. HAVE (2014)
David Paulk, Vangelis Metsis, Christopher McMurrough, Fillia Makedon
A supervised learning approach for fast object recognition from RGB-D data. PETRA (2014)
Vangelis Metsis, Dimitrios I. Kosmopoulos, Vassilis Athitsos, Fillia Makedon
Non-invasive analysis of sleep patterns via multimodal sensor input. Pers. Ubiquitous Comput. 18 (1) (2014)
Alexandros Lioulemes, Georgios Galatas, Vangelis Metsis, Gian Luca Mariottini, Fillia Makedon
Safety challenges in using AR.Drone to collaborate with humans in indoor environments. PETRA (2014)
Vangelis Metsis, Fillia Makedon, Dinggang Shen, Heng Huang
DNA Copy Number Selection Using Robust Structured Sparsity-Inducing Norms. IEEE ACM Trans. Comput. Biol. Bioinform. 11 (1) (2014)
Shawn N. Gieser, Vangelis Metsis, Fillia Makedon
Quantitative evaluation of the kinect skeleton tracker for physical rehabilitation exercises. PETRA (2014)
Dimitrios Zikos, Georgios Galatas, Vangelis Metsis, Fillia Makedon
A web ontology for Brain Trauma Patient Computer-Assisted Rehabilitation. ICIMTH (2013)
Vangelis Metsis, Pat Jangyodsuk, Vassilis Athitsos, Maura Iversen, Fillia Makedon
Computer aided rehabilitation for patients with rheumatoid arthritis. ICNC (2013)
Christopher McMurrough, Vangelis Metsis, Dimitrios I. Kosmopoulos, Ilias Maglogiannis, Fillia Makedon
A dataset for point of gaze detection using head poses and eye images. J. Multimodal User Interfaces 7 (3) (2013)
Alexandros Papangelis, Robert Gatchel, Vangelis Metsis, Fillia Makedon
An adaptive dialogue system for assessing post traumatic stress disorder. PETRA (2013)
Michael Gardner, Vangelis Metsis, Eric Becker, Fillia Makedon
Modeling the effect of attention deficit in game-based motor ability assessment of Cerebral Palsy patients. PETRA (2013)
Kevin Dela Rosa, Vangelis Metsis, Vassilis Athitsos
Boosted ranking models: a unifying framework for ranking predictions. Knowl. Inf. Syst. 30 (3) (2012)
Christopher McMurrough, Jonathan Rich, Vangelis Metsis, An Nguyen, Fillia Makedon
Low-cost head position tracking for gaze point estimation. PETRA (2012)
Christopher McMurrough, Vangelis Metsis, Jonathan Rich, Fillia Makedon
An eye tracking dataset for point of gaze detection. ETRA (2012)
Zhong Zhang, Weihua Liu, Vangelis Metsis, Vassilis Athitsos
A viewpoint-independent statistical method for fall detection. ICPR (2012)
Vangelis Metsis, Georgios Galatas, Alexandros Papangelis, Dimitrios I. Kosmopoulos, Fillia Makedon
Recognition of sleep patterns using a bed pressure mat. PETRA (2011)
Charalampos Doukas, Vangelis Metsis, Eric Becker, Zhengyi Le, Fillia Makedon, Ilias Maglogiannis
Digital cities of the future: Extending @home assistive technologies for the elderly and the disabled. Telematics Informatics 28 (3) (2011)
Kyungseo Park, Yong Lin, Vangelis Metsis, Zhengyi Le, Fillia Makedon
Abnormal human behavioral pattern detection in assisted living environments. PETRA (2010)
Alexandros Papangelis, Vangelis Metsis, John Shawe-Taylor, Fillia Makedon
Sensor placement and coordination via distributed multi-agent cooperative control. PETRA (2010)
Eric Becker, Vangelis Metsis, Roman Arora, Jyothi K. Vinjumur, Yurong Xu, Fillia Makedon
SmartDrawer: RFID-based smart medicine drawer for assistive environments. PETRA (2009)
Vangelis Metsis, Heng Huang, Fillia Makedon, Aria Tzika
Heterogeneous Data Fusion to Type Brain Tumor Biopsies. AIAI (2009)
Roman Arora, Vangelis Metsis, Rong Zhang, Fillia Makedon
Providing QoS in ontology centered context aware pervasive systems. PETRA (2009)
Ishfaq Ahmad, Roman Arora, Derek White, Vangelis Metsis, Rebecca Ingram
Energy-Constrained Scheduling of DAGs on Multi-core Processors. IC3 (2009)
Vangelis Metsis, Zhengyi Le, Yu Lei, Fillia Makedon
Towards an evaluation framework for assistive environments. PETRA (2008)
Konstantinos Stamatakis, Vangelis Metsis, Vangelis Karkaletsis, Marek Ruzicka, Vojtech Svátek, Enrique Amigó, Matti Pöllä, Constantine D. Spyropoulos
Content Collection for the Labelling of Health-Related Web Content. AIME (2007)
Vangelis Metsis, Ion Androutsopoulos, Georgios Paliouras
Spam Filtering with Naive Bayes - Which Naive Bayes? CEAS (2006)