A Dialogue System for Ensuring Safe Rehabilitation. - Alexandros Papangelis; Georgios Galatas; Konstantinos Tsiakas; Alexandros Lioulemes; Dimitrios Zikos; Fillia Makedon (HCI (6), 2014)

An audiovisual patient identification system for rehabilitation. - Konstantinos Tsiakas; Dimitrios Zikos; Fillia Makedon (PETRA, 2014)

Evaluation of classification methods for the prediction of hospital length of stay using medicare claims data. - Dimitrios Zikos; Konstantinos Tsiakas; Fadiah Qudah; Vassilis Athitsos; Fillia Makedon (PETRA, 2014)

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 (AAAI Workshop: Knowledge, Skill, and Behavior Transfer in Autonomous Robots, 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 (AAAI, 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 (IJCAI, 2015)

An interactive framework for learning user-object associations through human-robot interaction. - Michalis Papakostas; Konstantinos Tsiakas; Natalie Parde; Vangelis Karkaletsis; Fillia Makedon (PETRA, 2015)

A multimodal adaptive session manager for physical rehabilitation exercising. - Konstantinos Tsiakas; Manfred Huber; Fillia Makedon (PETRA, 2015)

A multimodal adaptive dialogue manager for depressive and anxiety disorder screening: a Wizard-of-Oz experiment. - Konstantinos Tsiakas; Lynette Watts; Cyril Lutterodt; Theodoros Giannakopoulos; Alexandros Papangelis; Robert Gatchel; Vangelis Karkaletsis; Fillia Makedon (PETRA, 2015)

Facilitating Safe Adaptation of Interactive Agents using Interactive Reinforcement Learning. - Konstantinos Tsiakas (IUI Companion, 2016)

Interactive Learning and Adaptation for Robot Assisted Therapy for People with Dementia. - Konstantinos Tsiakas; Cheryl Abellanoza; Fillia Makedon (PETRA, 2016)

An Interactive Learning and Adaptation Framework for Adaptive Robot Assisted Therapy. - Konstantinos Tsiakas; Michalis Papakostas; Benjamin Chebaa; Dylan Ebert; Vangelis Karkaletsis; Fillia Makedon (PETRA, 2016)

Adaptive Robot Assisted Therapy Using Interactive Reinforcement Learning. - Konstantinos Tsiakas; Maria Dagioglou; Vangelis Karkaletsis; Fillia Makedon (ICSR, 2016)

The use of Kernel PCA in evolutionary optimization for computationally demanding engineering applications. - Dimitrios Kapsoulis; Konstantinos Tsiakas; Varvara Asouti; Kyriakos C. Giannakoglou (SSCI, 2016)

An intelligent Interactive Learning and Adaptation framework for robot-based vocational training. - Konstantinos Tsiakas; Maher Abujelala; Alexandros Lioulemes; Fillia Makedon (SSCI, 2016)

Towards predicting task performance from EEG signals. - Michalis Papakostas; Konstantinos Tsiakas; Theodoros Giannakopoulos; Fillia Makedon (IEEE BigData, 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 (PETRA, 2017)

User Skill Assessment Using Informative Interfaces for Personalized Robot-Assisted Training. - Konstantinos Tsiakas; Maher Abujelala; Akilesh Rajavenkatanarayanan; Fillia Makedon (HCI (25), 2018)

Monitoring task engagement using facial expressions and body postures. - Akilesh Rajavenkatanarayanan; Ashwin Ramesh Babu; Konstantinos Tsiakas; Fillia Makedon (IWISC, 2018)

Towards a task-driven framework for multimodal fatigue analysis during physical and cognitive tasks. - Konstantinos Tsiakas; Michalis Papakostas; James C. Ford; Fillia Makedon (iWOAR, 2018)

v-CAT: A Cyberlearning Framework for Personalized Cognitive Skill Assessment and Training. - Michalis Papakostas; Konstantinos Tsiakas; Maher Abujelala; Morris Bell; Fillia Makedon (PETRA, 2018)

A Taxonomy in Robot-Assisted Training: Current Trends, Needs and Challenges. - Konstantinos Tsiakas; Vangelis Karkaletsis; Fillia Makedon (PETRA, 2018)

Evolutionary multi-objective optimization assisted by metamodels, kernel PCA and multi-criteria decision making techniques with applications in aerodynamics. - Dimitrios Kapsoulis; Konstantinos Tsiakas; Xenofon Trompoukis; Varvara Asouti; Kyriakos C. Giannakoglou (Appl. Soft Comput., 2018)

A PCA-assisted hybrid algorithm combining EAs and adjoint methods for CFD-based optimization. - Dimitrios Kapsoulis; Konstantinos Tsiakas; Xenofon Trompoukis; Varvara Asouti; Kyriakos C. Giannakoglou (Appl. Soft Comput., 2018)

An automated assessment system for embodied cognition in children: from motion data to executive functioning. - Alex Dillhoff; Konstantinos Tsiakas; Ashwin Ramesh Babu; Mohammad Zakizadehghariehali; Benjamin Buchanan; Morris Bell; Vassilis Athitsos; Fillia Makedon (iWOAR, 2019)

Cognitive assessment in children through motion capture and computer vision: the cross-your-body task. - Saif Iftekar Sayed; Konstantinos Tsiakas; Morris Bell; Vassilis Athitsos; Fillia Makedon (iWOAR, 2019)

Towards an automated assessment for embodied cognition in children: the sailor step task. - Benjamin Buchanan; Konstantinos Tsiakas; Morris Bell (PETRA, 2019)

vIIS: a vocational interactive immersive storytelling framework for skill training and performance assessment. - Sanika Gupta; Luke Owens; Konstantinos Tsiakas; Fillia Makedon (PETRA, 2019)

Session details: RoboSense workshop: Robotic sensing in human-robot interaction workshop. - Maria Kyrarini; Konstantinos Tsiakas (PETRA, 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 (PETRA, 2019)

Towards a robot-based multimodal framework to assess the impact of fatigue on user behavior and performance: a pilot study. - Akilesh Rajavenkatanarayanan; Varun Kanal; Konstantinos Tsiakas; James Brady; Diane Calderon; Glenn Wylie; Fillia Makedon (PETRA, 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)

BrainHood: towards an explainable recommendation system for self-regulated cognitive training in children. - Konstantinos Tsiakas; Emilia I. Barakova; Javed-Vassilis Khan; Panos Markopoulos 001 (PETRA, 2020)

FutureMe: Negotiating Learning Goals with your Future Learning-Self Avatar. - Konstantinos Tsiakas; Deborah Cnossen; Timothy Hendrik Coen Muyrers; Danique R. C. Stappers; Romain H. A. Toebosch; Emilia I. Barakova (PETRA, 2021)

EthicAmanuensis: supporting machine learning practitioners making and recording ethical decisions. - Dave Murray-Rust; Konstantinos Tsiakas (ICTAI, 2022)

Using human-in-the-loop and explainable AI to envisage new future work practices. - Konstantinos Tsiakas; Dave Murray-Rust (PETRA, 2022)

Nonverbal Cues Expressing Robot Personality - A Movement Analysts Perspective. - Marieke van Otterdijk; Heqiu Song; Konstantinos Tsiakas; Ilka van Zeijl; Emilia I. Barakova (RO-MAN, 2022)

Supporting Children's Metacognition with a Facial Emotion Recognition based Intelligent Tutor System. - Xingran Ruan; Charaka Palansuriya; Aurora Constantin; Konstantinos Tsiakas (IDC, 2023)

Explaining the Wait: How Justifying Chatbot Response Delays Impact User Trust. - Zhengquan Zhang; Konstantinos Tsiakas; Christina Schneegass (CUI, 2024)

Personalization of Child-Robot Interaction Through Reinforcement Learning and User Classification. - Anniek Jansen; Konstantinos Tsiakas; Emilia I. Barakova (IWINAC, 2024)

'How Would you Score Yourself?': The Effect of Self-assessment Strategy Through Robots on Children's Motivation and Performance in Piano Practice. - Heqiu Song; Konstantinos Tsiakas; Jaap Ham; Panos Markopoulos 001; Emilia I. Barakova (Int. J. Soc. Robotics, 2024)

Unpacking Human-AI interactions: From Interaction Primitives to a Design Space. - Konstantinos Tsiakas; Dave Murray-Rust (ACM Trans. Interact. Intell. Syst., 2024)