publications

2024

1. Bioengineering

   Biodiffusion: A versatile diffusion model for biomedical signal synthesis

   Xiaomin Li, Mykhailo Sakevych, Gentry Atkinson, and Vangelis Metsis

   Bioengineering, 2024

   DOI Bib PDF Code

   @article{li2024biodiffusion,
     title = {Biodiffusion: A versatile diffusion model for biomedical signal synthesis},
     author = {Li, Xiaomin and Sakevych, Mykhailo and Atkinson, Gentry and Metsis, Vangelis},
     journal = {Bioengineering},
     volume = {11},
     number = {4},
     pages = {299},
     year = {2024},
     publisher = {MDPI},
     doi = {10.3390/bioengineering11040299},
   }

2. FLAIRS

   Enhancing Time-Series Prediction with Temporal Context Modeling: A Bayesian and Deep Learning Synergy

   Habib Irani and Vangelis Metsis

   In The International FLAIRS Conference Proceedings, 2024

   DOI Bib PDF Code

   @inproceedings{irani2024enhancing,
     title = {Enhancing Time-Series Prediction with Temporal Context Modeling: A Bayesian and Deep Learning Synergy},
     author = {Irani, Habib and Metsis, Vangelis},
     booktitle = {The International FLAIRS Conference Proceedings},
     volume = {37},
     year = {2024},
     doi = {10.32473/flairs.37.1.135583}
   }

3. PETRA

   Many-to-Many Prediction for Effective Modeling of Frequent Label Transitions in Time Series

   Alexander Katrompas and Vangelis Metsis

   In Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments, 2024

   DOI Bib PDF Code

   @inproceedings{katrompas2024many,
     title = {Many-to-Many Prediction for Effective Modeling of Frequent Label Transitions in Time Series},
     author = {Katrompas, Alexander and Metsis, Vangelis},
     booktitle = {Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments},
     pages = {265--272},
     year = {2024},
     doi = {10.1145/3652037.3652049}
   }

4. AIME

   The Impact of Data Augmentation on Time Series Classification Models: An In-Depth Study with Biomedical Data

   Bikram De, Mykhailo Sakevych, and Vangelis Metsis

   In International Conference on Artificial Intelligence in Medicine, 2024

   DOI Bib PDF Code

   @inproceedings{de2024impact,
     title = {The Impact of Data Augmentation on Time Series Classification Models: An In-Depth Study with Biomedical Data},
     author = {De, Bikram and Sakevych, Mykhailo and Metsis, Vangelis},
     booktitle = {International Conference on Artificial Intelligence in Medicine},
     pages = {192--203},
     year = {2024},
     organization = {Springer},
     doi = {10.1007/978-3-031-66538-7_20}
   }

2023

1. ICANN

   Temporal Attention Signatures for Interpretable Time-Series Prediction

   Alexander Katrompas and Vangelis Metsis

   In International Conference on Artificial Neural Networks, 2023

   DOI Bib PDF Code

   @inproceedings{katrompas2023temporal,
     title = {Temporal Attention Signatures for Interpretable Time-Series Prediction},
     author = {Katrompas, Alexander and Metsis, Vangelis},
     booktitle = {International Conference on Artificial Neural Networks},
     pages = {268--280},
     year = {2023},
     organization = {Springer},
     doi = {10.1007/978-3-031-44223-0_22}
   }

2. EUSIPCO

   Conditional Diffusion with Label Smoothing for Data Synthesis from Examples with Noisy Labels

   Gentry Atkinson, Xiaomin Li, and Vangelis Metsis

   In 2023 31st European Signal Processing Conference (EUSIPCO), 2023

   DOI Bib PDF Code

   @inproceedings{atkinson2023conditional,
     title = {Conditional Diffusion with Label Smoothing for Data Synthesis from Examples with Noisy Labels},
     author = {Atkinson, Gentry and Li, Xiaomin and Metsis, Vangelis},
     booktitle = {2023 31st European Signal Processing Conference (EUSIPCO)},
     pages = {1300--1304},
     year = {2023},
     organization = {IEEE},
     doi = {10.23919/eusipco58844.2023.10289794}
   }

3. WACV

   EMOD: Efficient Moving Object Detection via Image Eccentricity Analysis and Sparse Neural Networks

   Xiaomin Li, Ramin Nabati, Kunjan Singh, Enrique Corona, Vangelis Metsis, and Armin Parchami

   In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

   DOI Bib PDF

   @inproceedings{li2023emod,
     title = {EMOD: Efficient Moving Object Detection via Image Eccentricity Analysis and Sparse Neural Networks},
     author = {Li, Xiaomin and Nabati, Ramin and Singh, Kunjan and Corona, Enrique and Metsis, Vangelis and Parchami, Armin},
     booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision},
     pages = {51--59},
     year = {2023},
     doi = {10.1109/wacvw58289.2023.00010}
   }

4. J. Technol. Hum. Serv.

   Detecting Intensity of Anxiety in Language of Student Veterans with Social Anxiety Using Text Analysis

   Morgan Byers, Mark Trahan, Erica Nason, Chinyere Eigege, Nicole Moore, Micki Washburn, and 1 more author

   Journal of Technology in Human Services, 2023

   DOI Bib PDF Code

   @article{byers2023detecting,
     title = {Detecting Intensity of Anxiety in Language of Student Veterans with Social Anxiety Using Text Analysis},
     author = {Byers, Morgan and Trahan, Mark and Nason, Erica and Eigege, Chinyere and Moore, Nicole and Washburn, Micki and Metsis, Vangelis},
     journal = {Journal of Technology in Human Services},
     pages = {1--21},
     year = {2023},
     publisher = {Taylor \& Francis},
     doi = {10.1080/15228835.2022.2163452}
   }

5. AIAI

   Fusion of Learned Representations for Multimodal Sensor Data Classification

   Lee B Hinkle, Gentry Atkinson, and Vangelis Metsis

   In Artificial Intelligence Applications and Innovations: 19th IFIP WG 12.5 International Conference, AIAI 2023, Le’n, Spain, June 14–17, 2023, Proceedings, Part I, 2023

   DOI Bib PDF Code

   @inproceedings{hinkle2023fusion,
     title = {Fusion of Learned Representations for Multimodal Sensor Data Classification},
     author = {Hinkle, Lee B and Atkinson, Gentry and Metsis, Vangelis},
     booktitle = {Artificial Intelligence Applications and Innovations: 19th IFIP WG 12.5 International Conference, AIAI 2023, Le{\textquoteright}n, Spain, June 14--17, 2023, Proceedings, Part I},
     pages = {404--415},
     year = {2023},
     organization = {Springer},
     doi = {10.1007/978-3-031-34111-3_34}
   }

6. PETRA

   An LLVM-Inspired Framework for Unified Processing of Multimodal Time-Series Data

   Lee B Hinkle and Vangelis Metsis

   In Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023

   DOI Bib PDF

   @inproceedings{hinkle2023llvm,
     title = {An LLVM-Inspired Framework for Unified Processing of Multimodal Time-Series Data},
     author = {Hinkle, Lee B and Metsis, Vangelis},
     booktitle = {Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments},
     pages = {91--94},
     year = {2023},
     doi = {10.1145/3594806.3594812}
   }

7. ICASSPW

   Assisted Labeling Visualizer (ALVI): A Semi-Automatic Labeling System For Time-Series Data

   Lee B Hinkle, Tristan Pedro, Tyler Lynn, Gentry Atkinson, and Vangelis Metsis

   In 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW), 2023

   DOI Bib PDF Code

   @inproceedings{hinkle2023assisted,
     title = {Assisted Labeling Visualizer (ALVI): A Semi-Automatic Labeling System For Time-Series Data},
     author = {Hinkle, Lee B and Pedro, Tristan and Lynn, Tyler and Atkinson, Gentry and Metsis, Vangelis},
     booktitle = {2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)},
     pages = {1--5},
     year = {2023},
     organization = {IEEE},
     doi = {10.1109/ICASSPW59220.2023.10193169}
   }

8. CSCE

   Generating Realistic Multi-Class Biosignals with BioSGAN: A Transformer-Based Label-Guided Generative Adversarial Network

   Xiaomin Li, Anne Hee Hiong Ngu, and Vangelis Metsis

   In 2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE), 2023

   DOI Bib PDF Code

   @inproceedings{li2023generating,
     title = {Generating Realistic Multi-Class Biosignals with BioSGAN: A Transformer-Based Label-Guided Generative Adversarial Network},
     author = {Li, Xiaomin and Ngu, Anne Hee Hiong and Metsis, Vangelis},
     booktitle = {2023 Congress in Computer Science, Computer Engineering, \& Applied Computing (CSCE)},
     pages = {9--18},
     year = {2023},
     organization = {IEEE},
     doi = {10.1109/CSCE60160.2023.00008}
   }

2022

1. AIME

   TTS-GAN: A Transformer-Based Time-Series Generative Adversarial Network

   Xiaomin Li, Vangelis Metsis, Huangyingrui Wang, and Anne Hee Hiong Ngu

   In 20th International Conference on Artificial Intelligence in Medicine (AIME 2022), 2022

   DOI Bib PDF Code

   

   @inproceedings{li2022ttsgan,
     author = {Li, Xiaomin and Metsis, Vangelis and Wang, Huangyingrui and Ngu, Anne Hee Hiong},
     title = {TTS-GAN: A Transformer-Based Time-Series Generative Adversarial Network},
     booktitle = {20th International Conference on Artificial Intelligence in Medicine (AIME 2022)},
     year = {2022},
     publisher = {Springer International Publishing},
     doi = {10.1007/978-3-031-09342-5_13},
   }

2. AIAI

   Topological Data Analysis of Time-Series as an Input Embedding for Deep Learning Models

   Morgan Byers, Lee B. Hinkle, and Vangelis Metsis

   In 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI 2022), 2022

   DOI Bib PDF Code

   @inproceedings{byers2022topological,
     author = {Byers, Morgan and Hinkle, Lee B. and Metsis, Vangelis},
     title = {Topological Data Analysis of Time-Series as an Input Embedding for Deep Learning Models},
     booktitle = {18th International Conference on Artificial Intelligence Applications and Innovations (AIAI 2022)},
     year = {2022},
     publisher = {Springer International Publishing},
     pages = {402--413},
     isbn = {978-3-031-08337-2},
     doi = {10.1007/978-3-031-08337-2_33}
   }

3. IC2IT

   SPP-EEGNET: An Input-Agnostic Self-supervised EEG Representation Model for Inter-dataset Transfer Learning

   Xiaomin Li and Vangelis Metsis

   In 18th International Conference on Computing and Information Technology (IC2IT 2022), 2022

   DOI Bib PDF Code

   @inproceedings{li2022spp,
     title = {SPP-EEGNET: An Input-Agnostic Self-supervised EEG Representation Model for Inter-dataset Transfer Learning},
     author = {Li, Xiaomin and Metsis, Vangelis},
     booktitle = {18th International Conference on Computing and Information Technology (IC2IT 2022)},
     pages = {173--182},
     year = {2022},
     organization = {Springer},
     doi = {10.1007/978-3-030-99948-3_17}
   }

4. Int. J. Neural Syst.

   Personalized Watch-Based Fall Detection Using a Collaborative Edge-Cloud Framework

   Anne Hee Ngu, Vangelis Metsis, Shuan Coyne, Priyanka Srinivas, Tarek Salad, Uddin Mahmud, and 1 more author

   International journal of neural systems, 2022

   DOI Bib

   @article{ngu2022personalized,
     title = {Personalized Watch-Based Fall Detection Using a Collaborative Edge-Cloud Framework},
     author = {Ngu, Anne Hee and Metsis, Vangelis and Coyne, Shuan and Srinivas, Priyanka and Salad, Tarek and Mahmud, Uddin and Chee, Kyong Hee},
     journal = {International journal of neural systems},
     pages = {2250048--2250048},
     year = {2022},
     doi = {10.1142/S021812662250048X}
   }

5. NAS

   Measuring Bias and Fairness in Multiclass Classification

   Cody Blakeney, Gentry Atkinson, Nathaniel Huish, Yan Yan, Vangelis Metsis, and Ziliang Zong

   In 2022 IEEE International Conference on Networking, Architecture and Storage (NAS), 2022

   DOI Bib

   @inproceedings{blakeney2022measuring,
     title = {Measuring Bias and Fairness in Multiclass Classification},
     author = {Blakeney, Cody and Atkinson, Gentry and Huish, Nathaniel and Yan, Yan and Metsis, Vangelis and Zong, Ziliang},
     booktitle = {2022 IEEE International Conference on Networking, Architecture and Storage (NAS)},
     pages = {1--6},
     year = {2022},
     organization = {IEEE},
     doi = {10.1109/NAS55553.2022.9925287}
   }

6. IE

   Individual Convolution of Ankle, Hip, and Wrist Data for Activities-of-Daily-Living Classification

   Lee B Hinkle and Vangelis Metsis

   In 18th International Conference on Intelligent Environments (IE 2022), 2022

   DOI Bib PDF Code

   @inproceedings{hinkle2022individual,
     title = {Individual Convolution of Ankle, Hip, and Wrist Data for Activities-of-Daily-Living Classification},
     author = {Hinkle, Lee B and Metsis, Vangelis},
     booktitle = {18th International Conference on Intelligent Environments (IE 2022)},
     pages = {1--4},
     year = {2022},
     organization = {IEEE},
     doi = {10.1109/ie54923.2022.9826781}
   }

7. AIME

   Recurrence and Self-attention vs the Transformer for Time-Series Classification: A Comparative Study

   Alexander Katrompas, Theodoros Ntakouris, and Vangelis Metsis

   In 20th International Conference on Artificial Intelligence in Medicine (AIME 2022), 2022

   DOI Bib PDF Code

   

   @inproceedings{katrompas2022recurrence,
     title = {Recurrence and Self-attention vs the Transformer for Time-Series Classification: A Comparative Study},
     author = {Katrompas, Alexander and Ntakouris, Theodoros and Metsis, Vangelis},
     booktitle = {20th International Conference on Artificial Intelligence in Medicine (AIME 2022)},
     pages = {99--109},
     year = {2022},
     organization = {Springer},
     doi = {10.1007/978-3-031-09342-5_10},
   }

2021

1. PETRA

   TSAR: a time series assisted relabeling tool for reducing label noise

   Gentry Atkinson and Vangelis Metsis

   In 14th PErvasive Technologies Related to Assistive Environments Conference, 2021

   DOI Bib PDF Code

   @inproceedings{atkinson2021tsar,
     title = {TSAR: a time series assisted relabeling tool for reducing label noise},
     author = {Atkinson, Gentry and Metsis, Vangelis},
     booktitle = {14th PErvasive Technologies Related to Assistive Environments Conference},
     year = {2021},
     doi = {10.1145/3453892.3453900}
   }

2. AIAI

   A Survey of Methods for Detection and Correction of Noisy Labels in Time Series Data

   Gentry Atkinson and Vangelis Metsis

   In IFIP International Conference on Artificial Intelligence Applications and Innovations, 2021

   DOI Bib PDF

   @inproceedings{atkinson2021survey,
     title = {A Survey of Methods for Detection and Correction of Noisy Labels in Time Series Data},
     author = {Atkinson, Gentry and Metsis, Vangelis},
     booktitle = {IFIP International Conference on Artificial Intelligence Applications and Innovations},
     pages = {479--493},
     year = {2021},
     organization = {Springer},
     doi = {10.1007/978-3-030-79150-6_38}
   }

3. AIAI

   Collaborative Edge-Cloud Computing for Personalized Fall Detection

   Anne H Ngu, Shaun Coyne, Priyanka Srinivas, and Vangelis Metsis

   In IFIP International Conference on Artificial Intelligence Applications and Innovations, 2021

   DOI Bib PDF

   @inproceedings{ngu2021collaborative,
     title = {Collaborative Edge-Cloud Computing for Personalized Fall Detection},
     author = {Ngu, Anne H and Coyne, Shaun and Srinivas, Priyanka and Metsis, Vangelis},
     booktitle = {IFIP International Conference on Artificial Intelligence Applications and Innovations},
     pages = {323--336},
     year = {2021},
     organization = {Springer},
     doi = {10.1007/978-3-030-79150-6_26}
   }

4. AIME

   Model Evaluation Approaches for Human Activity Recognition from Time-Series Data

   Lee B Hinkle and Vangelis Metsis

   In International Conference on Artificial Intelligence in Medicine, 2021

   DOI Bib PDF Code

   @inproceedings{hinkle2021model,
     title = {Model Evaluation Approaches for Human Activity Recognition from Time-Series Data},
     author = {Hinkle, Lee B and Metsis, Vangelis},
     booktitle = {International Conference on Artificial Intelligence in Medicine},
     pages = {209--215},
     year = {2021},
     organization = {Springer},
     doi = {10.1007/978-3-030-77211-6_23}
   }

5. CONF-CDS

   Rate My Professors: A Study Of Bias and Inaccuracies In Anonymous Self-Reporting

   Alexander Katrompas and Vangelis Metsis

   In 2021 2nd International Conference on Computing and Data Science (CDS), 2021

   DOI Bib PDF

   @inproceedings{katrompas2021rate,
     title = {Rate My Professors: A Study Of Bias and Inaccuracies In Anonymous Self-Reporting},
     author = {Katrompas, Alexander and Metsis, Vangelis},
     booktitle = {2021 2nd International Conference on Computing and Data Science (CDS)},
     pages = {536--542},
     year = {2021},
     organization = {IEEE},
     doi = {10.1109/cds52072.2021.00098}
   }

6. SAI ISC

   Enhancing LSTM Models with Self-attention and Stateful Training

   Alexander Katrompas and Vangelis Metsis

   In Proceedings of SAI Intelligent Systems Conference, 2021

   DOI Bib PDF

   @inproceedings{katrompas2021enhancing,
     title = {Enhancing LSTM Models with Self-attention and Stateful Training},
     author = {Katrompas, Alexander and Metsis, Vangelis},
     booktitle = {Proceedings of SAI Intelligent Systems Conference},
     pages = {217--235},
     year = {2021},
     organization = {Springer},
     doi = {10.1007/978-3-030-82193-7_14}
   }

7. Clin. Soc. Work J.

   Virtual reality exposure simulation for student veteran social anxiety and ptsd: A case study

   Mark H Trahan, Richard H Morley, Erica E Nason, Nathan Rodrigues, Laura Huerta, and Vangelis Metsis

   Clinical Social Work Journal, 2021

   DOI Bib PDF

   @article{trahan2021virtual,
     title = {Virtual reality exposure simulation for student veteran social anxiety and ptsd: A case study},
     author = {Trahan, Mark H and Morley, Richard H and Nason, Erica E and Rodrigues, Nathan and Huerta, Laura and Metsis, Vangelis},
     journal = {Clinical Social Work Journal},
     volume = {49},
     number = {2},
     pages = {220--230},
     year = {2021},
     publisher = {Springer},
     doi = {10.1007/s10615-020-00784-7}
   }

2020

1. Sensors

   In Situ Wireless Channel Visualization Using Augmented Reality and Ray Tracing

   George Koutitas, Varun Kumar Siddaraju, and Vangelis Metsis

   Sensors, 2020

   DOI Bib PDF

   @article{koutitas2020situ,
     title = {In Situ Wireless Channel Visualization Using Augmented Reality and Ray Tracing},
     author = {Koutitas, George and Kumar Siddaraju, Varun and Metsis, Vangelis},
     journal = {Sensors},
     volume = {20},
     number = {3},
     pages = {690},
     year = {2020},
     publisher = {Multidisciplinary Digital Publishing Institute},
     doi = {10.3390/s20030690}
   }

2. PerCom

   Personalized Fall Detection System

   Anne H Ngu, Vangelis Metsis, Shaun Coyne, Brian Chung, Rachel Pai, and Joshua Chang

   In 2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), 2020

   DOI Bib PDF

   @inproceedings{ngu2020personalized,
     title = {Personalized Fall Detection System},
     author = {Ngu, Anne H and Metsis, Vangelis and Coyne, Shaun and Chung, Brian and Pai, Rachel and Chang, Joshua},
     booktitle = {2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)},
     pages = {1--7},
     year = {2020},
     organization = {IEEE},
     doi = {10.1109/PERCOMWORKSHOPS48775.2020.9156172}
   }

3. UbiComp/ISWC

   Identifying label noise in time-series datasets

   Gentry Atkinson and Vangelis Metsis

   In Adjunct Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers, 2020

   DOI Bib PDF Code

   @inproceedings{atkinson2020identifying,
     title = {Identifying label noise in time-series datasets},
     author = {Atkinson, Gentry and Metsis, Vangelis},
     booktitle = {Adjunct Proceedings of the 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2020 ACM International Symposium on Wearable Computers},
     pages = {238--243},
     year = {2020},
     doi = {10.1145/3410530.3414366}
   }

4. ACM HEALTH

   Ensemble Deep Learning on Wearables Using Small Datasets

   Taylor Mauldin, Anne H Ngu, Vangelis Metsis, and Marc E Canby

   ACM Transactions on Computing for Healthcare, 2020

   DOI Bib PDF

   @article{mauldin2020ensemble,
     title = {Ensemble Deep Learning on Wearables Using Small Datasets},
     author = {Mauldin, Taylor and Ngu, Anne H and Metsis, Vangelis and Canby, Marc E},
     journal = {ACM Transactions on Computing for Healthcare},
     volume = {2},
     number = {1},
     pages = {1--30},
     year = {2020},
     publisher = {ACM New York, NY, USA},
     doi = {10.1145/3428666}
   }

2019

1. SWMH

   Experiences of student veterans with social anxiety and avoidance: A qualitative study

   Mark H Trahan, Angela R Ausbrooks, Kenneth S Smith, Vangelis Metsis, Abigail Berek, Lisa H Trahan, and 1 more author

   Social Work in Mental Health, 2019

   DOI Bib

   @article{trahan2019experiences,
     title = {Experiences of student veterans with social anxiety and avoidance: A qualitative study},
     author = {Trahan, Mark H and Ausbrooks, Angela R and Smith, Kenneth S and Metsis, Vangelis and Berek, Abigail and Trahan, Lisa H and Selber, Katherine},
     journal = {Social Work in Mental Health},
     volume = {17},
     number = {2},
     pages = {197--221},
     year = {2019},
     publisher = {Routledge},
     doi = {10.1080/15332985.2018.1522607}
   }

2. J. Technol. Hum. Serv.

   360 Video: A prototyping process for developing virtual reality interventions

   Vangelis Metsis, Grayson Lawrence, Mark Trahan, Kenneth S Smith, Dan Tamir, and Katherine Selber

   Journal of Technology in Human Services, 2019

   DOI Bib PDF

   @article{metsis2019360,
     title = {360 Video: A prototyping process for developing virtual reality interventions},
     author = {Metsis, Vangelis and Lawrence, Grayson and Trahan, Mark and Smith, Kenneth S and Tamir, Dan and Selber, Katherine},
     journal = {Journal of Technology in Human Services},
     volume = {37},
     number = {1},
     pages = {32--50},
     year = {2019},
     publisher = {Routledge},
     doi = {10.1080/15228835.2019.1604291}
   }

3. PETRA

   A virtual and augmented reality platform for the training of first responders of the ambulance bus

   George Koutitas, Kenneth Scott Smith, Grayson Lawrence, Vangelis Metsis, Clayton Stamper, Mark Trahan, and 1 more author

   In Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2019

   DOI Bib PDF

   @inproceedings{koutitas2019virtual,
     title = {A virtual and augmented reality platform for the training of first responders of the ambulance bus},
     author = {Koutitas, George and Smith, Kenneth Scott and Lawrence, Grayson and Metsis, Vangelis and Stamper, Clayton and Trahan, Mark and Lehr, Ted},
     booktitle = {Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments},
     pages = {299--302},
     year = {2019},
     doi = {10.1145/3316782.3321542}
   }

4. ICDIS

   Physiological Measurement for Emotion Recognition in Virtual Reality

   Lee Hinkle, Kamrad Khoshhal, and Vangelis Metsis

   In 2019 2nd International Conference on Data Intelligence and Security (ICDIS), 2019

   DOI Bib PDF

   @inproceedings{hinkle2019physiological,
     title = {Physiological Measurement for Emotion Recognition in Virtual Reality},
     author = {Hinkle, Lee and Khoshhal, Kamrad and Metsis, Vangelis},
     booktitle = {2019 2nd International Conference on Data Intelligence and Security (ICDIS)},
     pages = {136--143},
     year = {2019},
     organization = {IEEE},
     doi = {10.1109/ICDIS.2019.00028}
   }

5. OJIOT

   Experimentation and analysis of ensemble deep learning in iot applications

   Taylor Mauldin, Anne H Ngu, Vangelis Metsis, Marc E Canby, and Jelena Tesic

   Open Journal of Internet Of Things (OJIOT), 2019

   Bib HTML PDF

   @article{mauldin2019experimentation,
     title = {Experimentation and analysis of ensemble deep learning in iot applications},
     author = {Mauldin, Taylor and Ngu, Anne H and Metsis, Vangelis and Canby, Marc E and Tesic, Jelena},
     journal = {Open Journal of Internet Of Things (OJIOT)},
     volume = {5},
     number = {1},
     pages = {133--149},
     year = {2019},
     publisher = {RonPub},
   }

6. J. Technol. Hum. Serv.

   Virtual treatment for veteran social anxiety disorder: A comparison of 360 video and 3D virtual reality

   Erica E Nason, Mark Trahan, Scott Smith, Vangelis Metsis, and Katherine Selber

   Journal of Technology in Human Services, 2019

   DOI Bib PDF

   @article{nason2019virtual,
     title = {Virtual treatment for veteran social anxiety disorder: A comparison of 360 video and 3D virtual reality},
     author = {Nason, Erica E and Trahan, Mark and Smith, Scott and Metsis, Vangelis and Selber, Katherine},
     journal = {Journal of Technology in Human Services},
     pages = {1--21},
     year = {2019},
     publisher = {Routledge},
     doi = {10.1080/15228835.2019.1692760}
   }

7. Virtual Reality Environments for Returning Combat Veteran Social Anxiety and PTSD: Rapid Prototyping Methodologies for Intervention

   Vangelis Metsis, Grayson Lawrence, Mark Trahan, Scott Smith, and Dan Tamir

   2019

   Bib HTML PDF

   @misc{metsis2019sswr,
     title = {Virtual Reality Environments for Returning Combat Veteran Social Anxiety and PTSD: Rapid Prototyping Methodologies for Intervention},
     author = {Metsis, Vangelis and Lawrence, Grayson and Trahan, Mark and Smith, Scott and Tamir, Dan},
     publisher = {SSWR - Society for Social Work and Research},
     year = {2019},
   }

2018

1. IEEE Sens. J.

   Correlation analysis-based classification of human activity time series

   Akshay Malhotra, Ioannis D Schizas, and Vangelis Metsis

   IEEE Sensors Journal, 2018

   DOI Bib PDF

   @article{malhotra2018correlation,
     title = {Correlation analysis-based classification of human activity time series},
     author = {Malhotra, Akshay and Schizas, Ioannis D and Metsis, Vangelis},
     journal = {IEEE Sensors Journal},
     volume = {18},
     number = {19},
     pages = {8085--8095},
     year = {2018},
     publisher = {IEEE},
     doi = {10.1109/JSEN.2018.2864207}
   }

2. Sensors

   SmartFall: A smartwatch-based fall detection system using deep learning

   Taylor R Mauldin, Marc E Canby, Vangelis Metsis, Anne HH Ngu, and Coralys Cubero Rivera

   Sensors, 2018

   DOI Bib PDF

   @article{mauldin2018smartfall,
     title = {SmartFall: A smartwatch-based fall detection system using deep learning},
     author = {Mauldin, Taylor R and Canby, Marc E and Metsis, Vangelis and Ngu, Anne HH and Rivera, Coralys Cubero},
     journal = {Sensors},
     volume = {18},
     number = {10},
     pages = {3363},
     year = {2018},
     publisher = {Multidisciplinary Digital Publishing Institute},
     doi = {10.3390/s18103363}
   }

2017

1. IEEE Trans. Cogn. Dev. Syst.

   A Multilevel Body Motion-Based Human Activity Analysis Methodology

   Kamrad Khoshhal Roudposhti, Jorge Dias, Paulo Peixoto, Vangelis Metsis, and Urbano Nunes

   IEEE Transactions on Cognitive and Developmental Systems, 2017

   DOI Bib PDF

   @article{roudposhti2017multilevel,
     author = {Khoshhal Roudposhti, Kamrad and Dias, Jorge and Peixoto, Paulo and Metsis, Vangelis and Nunes, Urbano},
     journal = {IEEE Transactions on Cognitive and Developmental Systems},
     title = {A Multilevel Body Motion-Based Human Activity Analysis Methodology},
     year = {2017},
     volume = {9},
     number = {1},
     pages = {16-29},
     doi = {10.1109/TCDS.2016.2607154},
   }

2. PETRA

   Classification of emotional arousal during multimedia exposure

   Adam Anderson, Thomas Hsiao, and Vangelis Metsis

   In Proceedings of the 10th International Conference on PErvasive Technologies Related to Assistive Environments, 2017

   DOI Bib PDF

   

   @inproceedings{anderson2017classification,
     title = {Classification of emotional arousal during multimedia exposure},
     author = {Anderson, Adam and Hsiao, Thomas and Metsis, Vangelis},
     booktitle = {Proceedings of the 10th International Conference on PErvasive Technologies Related to Assistive Environments},
     pages = {181--184},
     year = {2017},
     doi = {10.1145/3056540.3064956},
   }

3. WeRob

   Integration of virtual reality with an omnidirectional treadmill system for multi-directional balance skills intervention

   Vangelis Metsis, Kenneth S Smith, and Denise Gobert

   In 2017 International Symposium on Wearable Robotics and Rehabilitation (WeRob), 2017

   DOI Bib

   @inproceedings{metsis2017integration,
     title = {Integration of virtual reality with an omnidirectional treadmill system for multi-directional balance skills intervention},
     author = {Metsis, Vangelis and Smith, Kenneth S and Gobert, Denise},
     booktitle = {2017 International Symposium on Wearable Robotics and Rehabilitation (WeRob)},
     pages = {1--2},
     year = {2017},
     organization = {IEEE},
     doi = {10.1109/WEROB.2017.8383831}
   }

2016

1. IEEE Internet Things J.

   IoT middleware: A survey on issues and enabling technologies

   Anne H Ngu, Mario Gutierrez, Vangelis Metsis, Surya Nepal, and Quan Z Sheng

   IEEE Internet of Things Journal, 2016

   DOI Bib PDF

   

   @article{ngu2016iot,
     title = {IoT middleware: A survey on issues and enabling technologies},
     author = {Ngu, Anne H and Gutierrez, Mario and Metsis, Vangelis and Nepal, Surya and Sheng, Quan Z},
     journal = {IEEE Internet of Things Journal},
     volume = {4},
     number = {1},
     pages = {1--20},
     year = {2016},
     publisher = {IEEE},
     doi = {10.1109/JIOT.2016.2615180},
   }

2015

1. PETRA

   Development and evaluation of a unity-based, Kinect-controlled avatar for physical rehabilitation

   Dylan Ebert, Vangelis Metsis, and Fillia Makedon

   In Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

   DOI Bib PDF

   @inproceedings{ebert2015development,
     title = {Development and evaluation of a unity-based, Kinect-controlled avatar for physical rehabilitation},
     author = {Ebert, Dylan and Metsis, Vangelis and Makedon, Fillia},
     booktitle = {Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments},
     pages = {1--2},
     year = {2015},
     doi = {10.1145/2769493.2769556}
   }

2. PETRA

   Monitoring breathing activity and sleep patterns using multimodal non-invasive technologies

   Michalis Papakostas, James Staud, Fillia Makedon, and Vangelis Metsis

   In Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

   DOI Bib PDF

   @inproceedings{papakostas2015monitoring,
     title = {Monitoring breathing activity and sleep patterns using multimodal non-invasive technologies},
     author = {Papakostas, Michalis and Staud, James and Makedon, Fillia and Metsis, Vangelis},
     booktitle = {Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments},
     pages = {1--4},
     year = {2015},
     doi = {10.1145/2769493.2769585}
   }

3. PETRA

   Self-managed patient-game interaction using the barrett WAM arm for motion analysis

   Alexandros Lioulemes, Paul Sassaman, Shawn N Gieser, Vangelis Karkaletsis, Fillia Makedon, and Vangelis Metsis

   In Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

   DOI Bib PDF

   @inproceedings{lioulemes2015self,
     title = {Self-managed patient-game interaction using the barrett WAM arm for motion analysis},
     author = {Lioulemes, Alexandros and Sassaman, Paul and Gieser, Shawn N and Karkaletsis, Vangelis and Makedon, Fillia and Metsis, Vangelis},
     booktitle = {Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments},
     pages = {1--8},
     year = {2015},
     doi = {10.1145/2769493.2769517}
   }

4. PETRA

   Real-time subspace denoising of polysomnographic data

   Vangelis Metsis, Ioannis D Schizas, and Gregg Marshall

   In Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

   DOI Bib PDF

   @inproceedings{metsis2015real,
     title = {Real-time subspace denoising of polysomnographic data},
     author = {Metsis, Vangelis and Schizas, Ioannis D and Marshall, Gregg},
     booktitle = {Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments},
     pages = {1--4},
     year = {2015},
     doi = {10.1145/2769493.2769584}
   }

5. ICHI

   Automated detection of sleep disorder-related events from polysomnographic data

   Hugo Espiritu and Vangelis Metsis

   In 2015 International Conference on Healthcare Informatics (ICHI), 2015

   DOI Bib PDF

   @inproceedings{espiritu2015automated,
     title = {Automated detection of sleep disorder-related events from polysomnographic data},
     author = {Espiritu, Hugo and Metsis, Vangelis},
     booktitle = {2015 International Conference on Healthcare Informatics (ICHI)},
     pages = {562--569},
     year = {2015},
     organization = {IEEE},
     doi = {10.1109/ICHI.2015.105}
   }

2014

1. Pers. Ubiquitous Comput.

   Non-invasive analysis of sleep patterns via multimodal sensor input

   Vangelis Metsis, Dimitrios Kosmopoulos, Vassilis Athitsos, and Fillia Makedon

   Personal and Ubiquitous Computing, 2014

   DOI Bib PDF

   @article{metsis2014non,
     title = {Non-invasive analysis of sleep patterns via multimodal sensor input},
     author = {Metsis, Vangelis and Kosmopoulos, Dimitrios and Athitsos, Vassilis and Makedon, Fillia},
     journal = {Personal and Ubiquitous Computing},
     volume = {18},
     number = {1},
     pages = {19--26},
     year = {2014},
     publisher = {Springer London},
     doi = {10.1007/s00779-012-0623-1}
   }

2. HAVE

   Guided physical therapy through the use of the barrett wam robotic arm

   Scott Phan, Alexandros Lioulemes, Cyril Lutterodt, Fillia Makedon, and Vangelis Metsis

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

   DOI Bib PDF

   @inproceedings{phan2014guided,
     title = {Guided physical therapy through the use of the barrett wam robotic arm},
     author = {Phan, Scott and Lioulemes, Alexandros and Lutterodt, Cyril and Makedon, Fillia and Metsis, Vangelis},
     booktitle = {2014 IEEE International Symposium on Haptic, Audio and Visual Environments and Games (HAVE) Proceedings},
     pages = {24--28},
     year = {2014},
     organization = {IEEE},
     doi = {10.1109/have.2014.6954326}
   }

3. PETRA

   Quantitative evaluation of the Kinect skeleton tracker for physical rehabilitation exercises

   Shawn N Gieser, Vangelis Metsis, and Fillia Makedon

   In Proceedings of the 7th international conference on PErvasive technologies related to assistive environments, 2014

   DOI Bib PDF

   @inproceedings{gieser2014quantitative,
     title = {Quantitative evaluation of the Kinect skeleton tracker for physical rehabilitation exercises},
     author = {Gieser, Shawn N and Metsis, Vangelis and Makedon, Fillia},
     booktitle = {Proceedings of the 7th international conference on PErvasive technologies related to assistive environments},
     pages = {1--4},
     year = {2014},
     doi = {10.1145/2674396.2674429}
   }

4. PETRA

   Safety challenges in using AR. Drone to collaborate with humans in indoor environments

   Alexandros Lioulemes, Georgios Galatas, Vangelis Metsis, Gian Luca Mariottini, and Fillia Makedon

   In Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, 2014

   DOI Bib

   @inproceedings{lioulemes2014safety,
     title = {Safety challenges in using AR. Drone to collaborate with humans in indoor environments},
     author = {Lioulemes, Alexandros and Galatas, Georgios and Metsis, Vangelis and Mariottini, Gian Luca and Makedon, Fillia},
     booktitle = {Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments},
     pages = {1--4},
     year = {2014},
     doi = {10.1145/2674396.2674457}
   }

5. PETRA

   A supervised learning approach for fast object recognition from RGB-D data

   David Paulk, Vangelis Metsis, Christopher McMurrough, and Fillia Makedon

   In Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, 2014

   DOI Bib PDF

   @inproceedings{paulk2014supervised,
     title = {A supervised learning approach for fast object recognition from RGB-D data},
     author = {Paulk, David and Metsis, Vangelis and McMurrough, Christopher and Makedon, Fillia},
     booktitle = {Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments},
     pages = {1--8},
     year = {2014},
     doi = {10.1145/2674396.2674432}
   }

2013

1. Aria: Getting started quickly

   Kapil Bhargav Vyas, Vangelis Metsis, and Fillia Makedon

   2013

   Bib PDF

   @techreport{vyas2013aria,
     title = {Aria: Getting started quickly},
     author = {Vyas, Kapil Bhargav and Metsis, Vangelis and Makedon, Fillia},
     journal = {Computer Science Undergraduate Research Journal},
     volume = {1},
     year = {2013},
   }

2. J. Multimodal User Interfaces

   A dataset for point of gaze detection using head poses and eye images

   Christopher D McMurrough, Vangelis Metsis, Dimitrios Kosmopoulos, Ilias Maglogiannis, and Fillia Makedon

   Journal on Multimodal User Interfaces, 2013

   DOI Bib PDF

   @article{mcmurrough2013dataset,
     title = {A dataset for point of gaze detection using head poses and eye images},
     author = {McMurrough, Christopher D and Metsis, Vangelis and Kosmopoulos, Dimitrios and Maglogiannis, Ilias and Makedon, Fillia},
     journal = {Journal on Multimodal User Interfaces},
     volume = {7},
     number = {3},
     pages = {207--215},
     year = {2013},
     publisher = {Springer Berlin Heidelberg},
     doi = {10.1007/s12193-013-0121-4}
   }

3. ICNC

   Computer aided rehabilitation for patients with rheumatoid arthritis

   Vangelis Metsis, Pat Jangyodsuk, Vassilis Athitsos, Maura Iversen, and Fillia Makedon

   In 2013 international conference on computing, networking and communications (ICNC), 2013

   DOI Bib PDF

   @inproceedings{metsis2013computer,
     title = {Computer aided rehabilitation for patients with rheumatoid arthritis},
     author = {Metsis, Vangelis and Jangyodsuk, Pat and Athitsos, Vassilis and Iversen, Maura and Makedon, Fillia},
     booktitle = {2013 international conference on computing, networking and communications (ICNC)},
     pages = {97--102},
     year = {2013},
     organization = {IEEE},
     doi = {10.1109/iccnc.2013.6504061}
   }

4. ICIMTH

   A web ontology for brain trauma patient computer-assisted rehabilitation

   Dimitrios Zikos, Georgios Galatas, Vangelis Metsis, and Fillia Makedon

   In Proceedings of the International Conference on Information and Medical Technology in Health (ICIMTH), 2013

   DOI Bib

   @inproceedings{zikos2013web,
     title = {A web ontology for brain trauma patient computer-assisted rehabilitation},
     author = {Zikos, Dimitrios and Galatas, Georgios and Metsis, Vangelis and Makedon, Fillia},
     booktitle = {Proceedings of the International Conference on Information and Medical Technology in Health (ICIMTH)},
     pages = {100--102},
     year = {2013},
     doi = {10.3233/978-1-61499-276-9-100}
   }

5. PETRA

   An adaptive dialogue system for assessing post traumatic stress disorder

   Alexandros Papangelis, Robert Gatchel, Vangelis Metsis, and Fillia Makedon

   In Proceedings of the 6th International Conference on Pervasive Technologies Related to Assistive Environments, 2013

   DOI Bib PDF

   @inproceedings{papangelis2013adaptive,
     title = {An adaptive dialogue system for assessing post traumatic stress disorder},
     author = {Papangelis, Alexandros and Gatchel, Robert and Metsis, Vangelis and Makedon, Fillia},
     booktitle = {Proceedings of the 6th International Conference on Pervasive Technologies Related to Assistive Environments},
     pages = {1--4},
     year = {2013},
     doi = {10.1145/2504335.2504387}
   }

6. PETRA

   Modeling the effect of attention deficit in game-based motor ability assessment of Cerebral Palsy patients

   Michael Gardner, Vangelis Metsis, Eric Becker, and Fillia Makedon

   In Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments, 2013

   DOI Bib PDF

   @inproceedings{gardner2013modeling,
     title = {Modeling the effect of attention deficit in game-based motor ability assessment of Cerebral Palsy patients},
     author = {Gardner, Michael and Metsis, Vangelis and Becker, Eric and Makedon, Fillia},
     booktitle = {Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments},
     pages = {1--8},
     year = {2013},
     doi = {10.1145/2504335.2504405}
   }

7. IEEE/ACM TCBB

   DNA copy number selection using robust structured sparsity-inducing norms

   Vangelis Metsis, Fillia Makedon, Dinggang Shen, and Heng Huang

   IEEE/ACM transactions on computational biology and bioinformatics, 2013

   DOI Bib PDF

   @article{metsis2013dna,
     title = {DNA copy number selection using robust structured sparsity-inducing norms},
     author = {Metsis, Vangelis and Makedon, Fillia and Shen, Dinggang and Huang, Heng},
     journal = {IEEE/ACM transactions on computational biology and bioinformatics},
     volume = {11},
     number = {1},
     pages = {168--181},
     year = {2013},
     publisher = {IEEE},
     doi = {10.1109/tcbb.2013.141}
   }

2012

1. KAIS

   Boosted ranking models: a unifying framework for ranking predictions

   Kevin Dela Rosa, Vangelis Metsis, and Vassilis Athitsos

   Knowledge and information systems, 2012

   DOI Bib PDF

   @article{rosa2012boosted,
     title = {Boosted ranking models: a unifying framework for ranking predictions},
     author = {Rosa, Kevin Dela and Metsis, Vangelis and Athitsos, Vassilis},
     journal = {Knowledge and information systems},
     volume = {30},
     number = {3},
     pages = {543--568},
     year = {2012},
     publisher = {Springer-Verlag},
     doi = {10.1007/S10115-011-0390-8}
   }

2. ETRA

   An eye tracking dataset for point of gaze detection

   Christopher D McMurrough, Vangelis Metsis, Jonathan Rich, and Fillia Makedon

   In Proceedings of the Symposium on Eye Tracking Research and Applications, 2012

   DOI Bib

   @inproceedings{mcmurrough2012eye,
     title = {An eye tracking dataset for point of gaze detection},
     author = {McMurrough, Christopher D and Metsis, Vangelis and Rich, Jonathan and Makedon, Fillia},
     booktitle = {Proceedings of the Symposium on Eye Tracking Research and Applications},
     pages = {305--308},
     year = {2012},
     doi = {10.1145/2168556.2168622}
   }

3. ICPR

   A viewpoint-independent statistical method for fall detection

   Zhong Zhang, Weihua Liu, Vangelis Metsis, and Vassilis Athitsos

   In Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012), 2012

   Bib HTML PDF

   @inproceedings{zhang2012viewpoint,
     title = {A viewpoint-independent statistical method for fall detection},
     author = {Zhang, Zhong and Liu, Weihua and Metsis, Vangelis and Athitsos, Vassilis},
     booktitle = {Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012)},
     pages = {3626--3630},
     year = {2012},
     organization = {IEEE},
   }

4. Oncol. Rep.

   Heterogeneous data fusion for brain tumor classification

   Vangelis Metsis, Heng Huang, Ovidiu C Andronesi, Fillia Makedon, and Aria Tzika

   Oncology reports, 2012

   DOI Bib PDF

   @article{metsis2012heterogeneous,
     title = {Heterogeneous data fusion for brain tumor classification},
     author = {Metsis, Vangelis and Huang, Heng and Andronesi, Ovidiu C and Makedon, Fillia and Tzika, Aria},
     journal = {Oncology reports},
     volume = {28},
     number = {4},
     pages = {1413--1416},
     year = {2012},
     publisher = {Spandidos Publications},
     doi = {10.3892/or.2012.1931}
   }

5. PETRA

   Low-cost head position tracking for gaze point estimation

   Christopher McMurrough, Jonathan Rich, Vangelis Metsis, An Nguyen, and Fillia Makedon

   In Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments, 2012

   DOI Bib

   @inproceedings{mcmurrough2012low,
     title = {Low-cost head position tracking for gaze point estimation},
     author = {McMurrough, Christopher and Rich, Jonathan and Metsis, Vangelis and Nguyen, An and Makedon, Fillia},
     booktitle = {Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments},
     pages = {1--4},
     year = {2012},
     doi = {10.1145/2413097.2413125}
   }

2011

1. Telemat. Inform.

   Digital cities of the future: Extending@ home assistive technologies for the elderly and the disabled

   Charalampos Doukas, Vangelis Metsis, Eric Becker, Zhengyi Le, Fillia Makedon, and Ilias Maglogiannis

   Telematics and Informatics, 2011

   DOI Bib PDF

   

   @article{doukas2011digital,
     title = {Digital cities of the future: Extending@ home assistive technologies for the elderly and the disabled},
     author = {Doukas, Charalampos and Metsis, Vangelis and Becker, Eric and Le, Zhengyi and Makedon, Fillia and Maglogiannis, Ilias},
     journal = {Telematics and Informatics},
     volume = {28},
     number = {3},
     pages = {176--190},
     year = {2011},
     publisher = {Pergamon},
     doi = {10.1016/j.tele.2010.08.001},
   }

2. PETRA

   Recognition of sleep patterns using a bed pressure mat

   Vangelis Metsis, Georgios Galatas, Alexandros Papangelis, Dimitrios Kosmopoulos, and Fillia Makedon

   In Proceedings of the 4th International Conference on PErvasive Technologies Related to Assistive Environments, 2011

   DOI Bib PDF

   @inproceedings{metsis2011recognition,
     title = {Recognition of sleep patterns using a bed pressure mat},
     author = {Metsis, Vangelis and Galatas, Georgios and Papangelis, Alexandros and Kosmopoulos, Dimitrios and Makedon, Fillia},
     booktitle = {Proceedings of the 4th International Conference on PErvasive Technologies Related to Assistive Environments},
     pages = {1--4},
     year = {2011},
     doi = {10.1145/2141622.2141633}
   }

3. ISMRM

   Combination of sparse and wrapper feature selection from multi-source data for accurate brain tumor typing

   V Metsis, OC Andronesi, H Huang, MN Mindrinos, LG Rahme, F Makedon, and 1 more author

   In Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM) 19th Annual Meeting Exhibition, 2011

   Bib PDF

   @inproceedings{metsis2011combination,
     title = {Combination of sparse and wrapper feature selection from multi-source data for accurate brain tumor typing},
     author = {Metsis, V and Andronesi, OC and Huang, H and Mindrinos, MN and Rahme, LG and Makedon, F and Tzika, AA},
     booktitle = {Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM) 19th Annual Meeting Exhibition},
     pages = {7--13},
     year = {2011},
   }

2010

1. PETRA

   Abnormal human behavioral pattern detection in assisted living environments

   Kyungseo Park, Yong Lin, Vangelis Metsis, Zhengyi Le, and Fillia Makedon

   In Proceedings of the 3rd International Conference on PErvasive Technologies Related to Assistive Environments, 2010

   DOI Bib PDF

   @inproceedings{park2010abnormal,
     title = {Abnormal human behavioral pattern detection in assisted living environments},
     author = {Park, Kyungseo and Lin, Yong and Metsis, Vangelis and Le, Zhengyi and Makedon, Fillia},
     booktitle = {Proceedings of the 3rd International Conference on PErvasive Technologies Related to Assistive Environments},
     pages = {1--8},
     year = {2010},
     doi = {10.1145/1839294.1839305}
   }

2. PETRA

   Sensor placement and coordination via distributed multi-agent cooperative control

   Alexandros Papangelis, Vangelis Metsis, John Shawe-Taylor, and Fillia Makedon

   In Proceedings of the 3rd International Conference on PErvasive Technologies Related to Assistive Environments, 2010

   DOI Bib PDF

   @inproceedings{papangelis2010sensor,
     title = {Sensor placement and coordination via distributed multi-agent cooperative control},
     author = {Papangelis, Alexandros and Metsis, Vangelis and Shawe-Taylor, John and Makedon, Fillia},
     booktitle = {Proceedings of the 3rd International Conference on PErvasive Technologies Related to Assistive Environments},
     pages = {1--8},
     year = {2010},
     doi = {10.1145/1839294.1839311},
   }

2009

1. PETRA

   SmartDrawer: RFID-based smart medicine drawer for assistive environments

   Eric Becker, Vangelis Metsis, Roman Arora, Jyothi Vinjumur, Yurong Xu, and Fillia Makedon

   In Proceedings of the 2nd international Conference on Pervasive Technologies Related to Assistive environments, 2009

   DOI Bib PDF

   @inproceedings{becker2009smartdrawer,
     title = {SmartDrawer: RFID-based smart medicine drawer for assistive environments},
     author = {Becker, Eric and Metsis, Vangelis and Arora, Roman and Vinjumur, Jyothi and Xu, Yurong and Makedon, Fillia},
     booktitle = {Proceedings of the 2nd international Conference on Pervasive Technologies Related to Assistive environments},
     pages = {1--8},
     year = {2009},
     doi = {10.1145/1579114.1579163}
   }

2. PETRA

   Providing QoS in ontology centered context aware pervasive systems

   Roman Arora, Vangelis Metsis, Rong Zhang, and Fillia Makedon

   In Proceedings of the 2nd International Conference on PErvasive Technologies Related to Assistive Environments, 2009

   DOI Bib PDF

   @inproceedings{arora2009providing,
     title = {Providing QoS in ontology centered context aware pervasive systems},
     author = {Arora, Roman and Metsis, Vangelis and Zhang, Rong and Makedon, Fillia},
     booktitle = {Proceedings of the 2nd International Conference on PErvasive Technologies Related to Assistive Environments},
     pages = {1--8},
     year = {2009},
     doi = {10.1145/1579114.1579122}
   }

3. IC3

   Energy-constrained scheduling of dags on multi-core processors

   Ishfaq Ahmad, Roman Arora, Derek White, Vangelis Metsis, and Rebecca Ingram

   In International Conference on Contemporary Computing, 2009

   DOI Bib PDF

   @inproceedings{ahmad2009energy,
     title = {Energy-constrained scheduling of dags on multi-core processors},
     author = {Ahmad, Ishfaq and Arora, Roman and White, Derek and Metsis, Vangelis and Ingram, Rebecca},
     booktitle = {International Conference on Contemporary Computing},
     pages = {592--603},
     year = {2009},
     organization = {Springer, Berlin, Heidelberg},
     doi = {10.1007/978-3-642-03547-0_56}
   }

4. AIAI

   Heterogeneous data fusion to type brain tumor biopsies

   Vangelis Metsis, Heng Huang, Fillia Makedon, and Aria Tzika

   In IFIP International Conference on Artificial Intelligence Applications and Innovations, 2009

   DOI Bib PDF

   @inproceedings{metsis2009heterogeneous,
     title = {Heterogeneous data fusion to type brain tumor biopsies},
     author = {Metsis, Vangelis and Huang, Heng and Makedon, Fillia and Tzika, Aria},
     booktitle = {IFIP International Conference on Artificial Intelligence Applications and Innovations},
     pages = {233--240},
     year = {2009},
     organization = {Springer, Boston, MA},
     doi = {10.1007/978-1-4419-0221-4_28}
   }

5. ISMRM

   Multi-Source feature selection to improve multi-class brain tumor typing

   V Metsis, D Mintzopoulos, H Huang, MN Mindrinos, PM Black, F Makedon, and 1 more author

   In Proc. Intl. Soc. Mag. Reson. Med. 17, 2009

   Bib HTML PDF

   @inproceedings{metsis2009multi,
     title = {Multi-Source feature selection to improve multi-class brain tumor typing},
     author = {Metsis, V and Mintzopoulos, D and Huang, H and Mindrinos, MN and Black, PM and Makedon, F and Tzika, AA},
     booktitle = {Proc. Intl. Soc. Mag. Reson. Med. 17},
     year = {2009},
     publisher = {ISMRM},
     organization = {ISMRM},
   }

2008

1. PETRA

   Towards an evaluation framework for assistive environments

   Vangelis Metsis, Zhengyi Le, Yu Lei, and Fillia Makedon

   In Proceedings of the 1st international conference on PErvasive Technologies Related to Assistive Environments, 2008

   DOI Bib PDF

   @inproceedings{metsis2008towards,
     title = {Towards an evaluation framework for assistive environments},
     author = {Metsis, Vangelis and Le, Zhengyi and Lei, Yu and Makedon, Fillia},
     booktitle = {Proceedings of the 1st international conference on PErvasive Technologies Related to Assistive Environments},
     pages = {1--8},
     year = {2008},
     doi = {10.1145/1389586.1389601}
   }

2007

1. AIME

   Content collection for the labelling of health-related web content

   Konstantinos Stamatakis, Vangelis Metsis, Vangelis Karkaletsis, Marek Ruzicka, Vojtech Svátek, Enrique Amigó, and 2 more authors

   In Conference on Artificial Intelligence in Medicine in Europe, 2007

   DOI Bib PDF

   @inproceedings{stamatakis2007content,
     title = {Content collection for the labelling of health-related web content},
     author = {Stamatakis, Konstantinos and Metsis, Vangelis and Karkaletsis, Vangelis and Ruzicka, Marek and Sv{\'a}tek, Vojtech and Amig{\'o}, Enrique and P{\"o}ll{\'a}, Matti and Spyropoulos, C},
     booktitle = {Conference on Artificial Intelligence in Medicine in Europe},
     pages = {341--345},
     year = {2007},
     organization = {Springer, Berlin, Heidelberg},
     doi = {10.1007/978-3-540-73599-1_46}
   }

2. ICICTH

   Assisting Quality Assessment (AQUA)–a system based on semantic web and information extraction technologies to support medical quality labelling agencies

   D Villarroel, MA Mayer, A Leis, V Karkaletsis, K Stamatakis, V Metsis, and 5 more authors

   In Fifth International Conference on Information and Communication Technologies in Health, 2007

   Bib PDF

   @inproceedings{villarroelassisting,
     title = {Assisting Quality Assessment (AQUA)--a system based on semantic web and information extraction technologies to support medical quality labelling agencies},
     author = {Villarroel, D and Mayer, MA and Leis, A and Karkaletsis, V and Stamatakis, K and Metsis, V and Nasikas, P and Labsky, M and Ruzicka, M and Sv\'{a}tek, V and others},
     booktitle = {Fifth International Conference on Information and Communication Technologies in Health},
     publisher = {Citeseer},
     year = {2007},
   }

2006

1. CEAS

   Spam filtering with naive bayes-which naive bayes?

   Vangelis Metsis, Ion Androutsopoulos, and Georgios Paliouras

   In Third Conference on Email and Anti-Spam (CEAS), 2006

   Bib PDF

   

   @inproceedings{metsis2006spam,
     title = {Spam filtering with naive bayes-which naive bayes?},
     author = {Metsis, Vangelis and Androutsopoulos, Ion and Paliouras, Georgios},
     booktitle = {Third Conference on Email and Anti-Spam (CEAS)},
     volume = {17},
     pages = {28--69},
     year = {2006},
   }

2. ICICTH

   Health-related Web Content: quality labelling mechanisms and the MedIEQ approach

   Vangelis Karkaletsis, Kostas Stamatakis, Vangelis Metsis, Vassiliki Redoumi, and Dimitris Tsarouhas

   In Proc 4th International conference on Information Communication Technologies in Health (ICICTH 2006, 2006

   Bib PDF

   @inproceedings{karkaletsis2006health,
     title = {Health-related Web Content: quality labelling mechanisms and the MedIEQ approach},
     author = {Karkaletsis, Vangelis and Stamatakis, Kostas and Metsis, Vangelis and Redoumi, Vassiliki and Tsarouhas, Dimitris},
     booktitle = {Proc 4th International conference on Information Communication Technologies in Health (ICICTH 2006},
     year = {2006},
   }