Michalis Papakostas

According to our database, Michalis Papakostas authored at least 32 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Detection and Recognition of Driver Distraction Using Multimodal Signals.

Kapotaksha Das, Michalis Papakostas, Kais Riani, Andrew Brian Gasiorowski, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea

ACM Trans. Interact. Intell. Syst., December, 2022

CheckMyFit: Ear Selfie to Assist User Insertion of Hearing Aids.

Qi Yang, Michalis Papakostas, Jack M. Scott, Erin R. O'Neill, Kirill Sergeyevich Kondrashov, Victor A. Mateevitsi, Gregory Olsen, Andrew Burke Dittberner

Proc. ACM Hum. Comput. Interact., 2022

2021

MUSER: MUltimodal Stress detection using Emotion Recognition as an Auxiliary Task.

Yiqun Yao, Michalis Papakostas, Mihai Burzo, Mohamed Abouelenien, Rada Mihalcea

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Understanding Driving Distractions: A Multimodal Analysis on Distraction Characterization.

Michalis Papakostas, Kais Riani, Andrew Brian Gasiorowski, Yan Sun, Mohamed Abouelenien, Rada Mihalcea, Mihai Burzo

Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

Multimodal Detection of Drivers Drowsiness and Distraction.

Kapotaksha Das, Salem Sharak, Kais Riani, Mohamed Abouelenien, Mihai Burzo, Michalis Papakostas

Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021

2020

Towards detecting levels of alertness in drivers using multiple modalities.

Kais Riani, Michalis Papakostas, Hussein Kokash, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea

Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020

A Deep Learning Approach Towards Multimodal Stress Detection.

Cristian-Paul Bara, Michalis Papakostas, Rada Mihalcea

Proceedings of the 3rd Workshop on Affective Content Analysis (AffCon 2020) co-located with Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020), 2020

2019

A Survey of Assistive Technologies for Assessment and Rehabilitation of Motor Impairments in Multiple Sclerosis.

Akilesh Rajavenkatanarayanan, Varun Kanal, Konstantinos Tsiakas, Diane Calderon, Michalis Papakostas, Maher Abujelala, Marnim Galib, James C. Ford, Glenn Wylie, Fillia Makedon

Multimodal Technol. Interact., 2019

Physical fatigue detection through EMG wearables and subjective user reports: a machine learning approach towards adaptive rehabilitation.

Michalis Papakostas, Varun Kanal, Maher Abujelala, Konstantinos Tsiakas, Fillia Makedon

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

2018

Speech-music discrimination using deep visual feature extractors.

Michalis Papakostas, Theodoros Giannakopoulos

Expert Syst. Appl., 2018

v-CAT: A Cyberlearning Framework for Personalized Cognitive Skill Assessment and Training.

Michalis Papakostas, Konstantinos Tsiakas, Maher Abujelala, Morris Bell, Fillia Makedon

Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018

Towards a task-driven framework for multimodal fatigue analysis during physical and cognitive tasks.

Konstantinos Tsiakas, Michalis Papakostas, James C. Ford, Fillia Makedon

Proceedings of the 5th international Workshop on Sensor-based Activity Recognition and Interaction, 2018

2017

Deep Visual Attributes vs. Hand-Crafted Audio Features on Multidomain Speech Emotion Recognition.

Michalis Papakostas, Evaggelos Spyrou, Theodoros Giannakopoulos, Giorgos Siantikos, Dimitrios Sgouropoulos, Phivos Mylonas, Fillia Makedon

Comput., 2017

Extracting emotions from speech using a bag-of-visual-words approach.

Evaggelos Spyrou, Theodoros Giannakopoulos, Dimitrios Sgouropoulos, Michalis Papakostas

Proceedings of the 12th International Workshop on Semantic and Social Media Adaptation and Personalization, 2017

An Interactive Multisensing Framework for Personalized Human Robot Collaboration and Assistive Training Using Reinforcement Learning.

Konstantinos Tsiakas, Michalis Papakostas, Michail Theofanidis, Morris Bell, Rada Mihalcea, Shouyi Wang, Mihai Burzo, Fillia Makedon

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

Enhanced Facial Recognition Framework based on Skin Tone and False Alarm Rejection.

Ali Sharifara, Mohd Shafry Mohd Rahim, Farhad Navabifar, Dylan Ebert, Amir Ghaderi, Michalis Papakostas

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

A Fitness Monitoring System based on Fusion of Visual and Sensorial Information.

Michalis Papakostas, Theodoros Giannakopoulos, Vangelis Karkaletsis

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

CogniLearn: A Deep Learning-based Interface for Cognitive Behavior Assessment.

Srujana Gattupalli, Dylan Ebert, Michalis Papakostas, Fillia Makedon, Vassilis Athitsos

Proceedings of the 22nd International Conference on Intelligent User Interfaces, 2017

Towards predicting task performance from EEG signals.

Michalis Papakostas, Konstantinos Tsiakas, Theodoros Giannakopoulos, Fillia Makedon

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Short-Term Recognition of Human Activities Using Convolutional Neural Networks.

Michalis Papakostas, Theodoros Giannakopoulos, Fillia Makedon, Vangelis Karkaletsis

Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016

CPLAY2: An HCI Game System for the Assessment and Intervention of Children with Cerebral Palsy.

Arth Vyas, Arun Gopinathan, Manasa Nimmagadda, Michalis Papakostas, Fillia Makedon

Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016

An Interactive Learning and Adaptation Framework for Adaptive Robot Assisted Therapy.

Konstantinos Tsiakas, Michalis Papakostas, Benjamin Chebaa, Dylan Ebert, Vangelis Karkaletsis, Fillia Makedon

Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016

MyoDrive: A new way of interacting with mobile devices.

Akilesh Rajavenkatanarayanan, Yoga Vignesh Surathi, Ashwin Ramesh Babu, Michalis Papakostas

Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016

A Survey of Sensing Modalities for Human Activity, Behavior, and Physiological Monitoring.

Alexandros Lioulemes, Michalis Papakostas, Shawn N. Gieser, Theodora Toutountzi, Maher Abujelala, Sanika Gupta, Christopher Collander, Christopher D. McMurrough, Fillia Makedon

Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016

Genre-Ation: A Music Genre Identification Application.

Milind Bhattacharya, Sravanthi Garikipati, Meena Valisekka, Michalis Papakostas

Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016

2015

An interactive framework for learning user-object associations through human-robot interaction.

Michalis Papakostas, Konstantinos Tsiakas, Natalie Parde, Vangelis Karkaletsis, Fillia Makedon

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

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

Michalis Papakostas, James Staud, Fillia Makedon, Vangelis Metsis

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

Visual sentiment analysis for brand monitoring enhancement.

Theodoros Giannakopoulos, Michalis Papakostas, Stavros J. Perantonis, Vangelis Karkaletsis

Proceedings of the 9th International Symposium on Image and Signal Processing and Analysis, 2015

Grounding the Meaning of Words through Vision and Interactive Gameplay.

Natalie Parde, Adam Hair, Michalis Papakostas, Konstantinos Tsiakas, Maria Dagioglou, Vangelis Karkaletsis, Rodney D. Nielsen

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

"Is It Rectangular?" Using I Spy as an Interactive, Game-Based Approach to Multimodal Robot Learning.

Natalie Parde, Michalis Papakostas, Konstantinos Tsiakas, Rodney D. Nielsen

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

I Spy: An Interactive Game-Based Approach to Multimodal Robot Learning.

Natalie Paige Parde, Michalis Papakostas, Konstantinos Tsiakas, Maria Dagioglou, Vangelis Karkaletsis, Rodney D. Nielsen

Proceedings of the Knowledge, 2015

2014

Greek-language verbal and non-verbal interaction with a philosopher humanoid robot.

Michalis Papakostas

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