Table of Contents

• Towards detecting levels of alertness in drivers using multiple modalitiesKais Riani, Michalis Papakostas, Hussein Kokash, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea. [doi]
• SL-ReDu: greek sign language recognition for educational applications. Project description and early resultsGerasimos Potamianos, Katerina Papadimitriou, Eleni Efthimiou, Stavroula-Evita Fotinea, Galini Sapountzaki, Petros Maragos. [doi]
• An embedded wearable device for monitoring diabetic foot ulcer parametersVishwajit V. Kulkarni, Fatjon Seraj. [doi]
• Computational state space model for intelligent tutoring of students in nursing subjectsMoh'd Abuazizeh, Thomas Kirste, Kristina Yordanova. [doi]
• Neural network architectures for the detection of SYN flood attacks in IoT systemsSpilios Evmorfos, George Vlachodimitropoulos, Nikolaos Bakalos, Erol Gelenbe. [doi]
• Increasing user trust in a fetching robot using explainable AI in a traded control paradigmJacob T. Cassady, Christopher Robinson, Dan O. Popa. [doi]
• Role of intrinsic motivation in user interface design to enhance worker performance in Amazon MTurkPushyami Kaveti, Md Navid Akbar. [doi]
• Towards a serious game based human-robot framework for fatigue assessmentVarun Kanal, James Brady, Harish Nambiappan, Maria Kyrarini, Glenn Wylie, Fillia Makedon. [doi]
• Gait analysis and visualization in a fall risk assessment systemTanner Amundsen, Matthew Rossman, Ishfaq Ahmad, Manfred Huber, Addison Clark. [doi]
• A three-module proposed solution to improve cognitive and social skills of students with attention deficit disorder (ADD) and high functioning autism (HFA): innovative technological advancements for students with neurodevelopmental disordersOurania Manta, Thelma Androutsou, Athanasios Anastasiou, Yiannis Koumpouros, George Matsopoulos, Dimitrios D. Koutsouris. [doi]
• Employing a deep convolutional neural network for human activity recognition based on binary ambient sensor dataGadelhag Mohmed, Ahmad Lotfi, Amir Pourabdollah. [doi]
• A comparative study of text entry performance of low-profile versus high-profile keyboardsCamilla Arntzen, Jan F. E. Kopperud, Thomas Horn, Frode Eika Sandnes. [doi]
• Enhancing information transfer rate of multi-class BCI system by improving classification accuracies using machine learning methodsHina Jabbar, Noman Naseer, Adil Saeed. [doi]
• Quality of life support system for people with intellectual disabilityMaria Papadogiorgaki, Vasileios Mezaris, Nikos Grammalidis, Kostas Grigoriadis, Ekaterini S. Bei, George Livanos, Michalis E. Zervakis. [doi]
• Personalized system for human gym activity recognition using an RGB cameraPreetham Ganesh, Reza Etemadi Idgahi, Chinmaya Basavanahally Venkatesh, Ashwin Ramesh Babu, Maria Kyrarini. [doi]
• Optimization of navigation considerations of people with visual impairments through ambient intelligence: a case studyTimo Götzelmann, Julian Kreimeier. [doi]
• Man overboard event detection from RGB and thermal imagery: possibilities and limitationsIason Katsamenis, Eftychios Protopapadakis, Athanasios Voulodimos, Dimitris Dres, Dimitris Drakoulis. [doi]
• Transportation mode detection using machine learning techniques on mobile phone sensor dataIfigenia Drosouli, Athanasios Voulodimos, Georgios Miaoulis. [doi]
• INTEGRA: a web-based differential diagnosis system combining multiple knowledge basesAris Papakonstantinou, Haridimos Kondylakis, Emmanouil I. Marakakis. [doi]
• BrainHood: towards an explainable recommendation system for self-regulated cognitive training in childrenKonstantinos Tsiakas, Emilia I. Barakova, Javed-Vassilis Khan, Panos Markopoulos 0001. [doi]
• Designing smart home controls for elderlySilvia Rus, Stefan Helfmann, Florian Kirchbuchner, Arjan Kuijper. [doi]
• Participation of elderly people in smart city planning by means of virtual realityTimo Götzelmann, Julian Kreimeier. [doi]
• Semantic classification of monuments' decoration materials using convolutional neural networks: a case study for meteora byzantine churchesNikolaos Bakalos, Sofia Soile, Charalabos Ioannidis. [doi]
• Sedentary workers recognition based on machine learningSotiris Alexiou, Nikos Fazakis, Otilia Kocsis, Nikos Fakotakis, Konstantinos Moustakas. [doi]
• A probabilistic conversational agent for intelligent tutoring systemsTomasz Sosnowski, Kristina Yordanova. [doi]
• AVIKOM: towards a mobile audiovisual cognitive assistance system for modern manufacturing and logisticsAlexander Neumann, Benjamin Strenge, Janne C. Uhlich, Katharina D. Schlicher, Günter W. Maier, Lars Schalkwijk, Joachim Waßmuth, Kai Essig, Thomas Schack. [doi]
• Learning and performing assembly processes: an overview of learning and adaptivity in digital assistance systems for manufacturingHendrik Oestreich, Sebastian Wrede, Britta Wrede. [doi]
• A novel classification method for customer experience survey analysisIoannis Rallis, Ioannis Markoulidakis, Ioannis Georgoulas, George Kopsiaftis. [doi]
• Improving classification performance of hybrid EEG-fNIRS BCI system by channel optimizationAdil Saeed, Noman Naseer, Hina Jabbar. [doi]
• Hand over face segmentation using MPSPNetSakher Ghanem, Alex Dillhoff, Ashiq Imran, Vassilis Athitsos. [doi]
• Biosensor prediction of aggression in youth with autism using kernel-based methodsTales Imbiriba, Diana Catalina Cumpanasoiu, James Heathers, Stratis Ioannidis, Deniz Erdogmus, Matthew S. Goodwin. [doi]
• Understanding research methodologies when combining virtual reality technology with machine learning techniquesLuis Quintero. [doi]
• A mixed-methods evaluation of a supporting app for informal caregivers of people with dementiaLena Rettinger, Lucia Zeuner, Katharina Werner, Valentin Ritschl, Erika Mosor, Tanja Stamm, Elisabeth Haslinger-Baumann, Franz Werner. [doi]
• Human action recognition with deep learning techniquesEirini Mathe, Athanasia Tranou, Evaggelos Spyrou, Stavros J. Perantonis. [doi]
• Wrist-worn accelerometer based fall detection for embedded systems and IoT devices using deep learning algorithmsDimitri Kraft, Karthik Srinivasan, Gerald Bieber. [doi]
• A machine learning approach for gender identification of Greek tweet authorsSpiros Baxevanakis, Stelios Gavras, Despoina Mouratidis, Katia Lida Kermanidis. [doi]
• Developing accessibility multimedia services: the case of EasyTVDimitrios Konstantinidis, Kosmas Dimitropoulos, Kiriakos Stefanidis, Thanassis Kalvourtzis, Salim Gannoum, Nikolaos Kaklanis, Konstantinos Votis, Petros Daras, Sara Rovira-Esteva, Pilar Orero, Silvia Uribe, Francisco Moreno, Álvaro Llorente, Pablo Calleja, María Poveda-Villalón, Pasquale Andriani, Giuseppe Vitolo, Giuseppa Caruso, Nicolamaria Manes, Fabrizio Giacomelli, Jordi Fabregat, Francesc Mas, Jordi Mata, Stavros Skourtis, Chrysostomos Bourlis, Giuliano Frittelli, Emilio Ferreiro Lago, Federico Alvarez. [doi]
• Optimal modality selection using information transfer rate for event related potential driven brain computer interfacesAziz Koçanaogullari, Murat Akçakaya, Barry Oken, Deniz Erdogmus. [doi]
• Long-term recurrent convolutional networks for non-intrusive load monitoringMaria Kaselimi, Nikolaos Doulamis. [doi]
• Unconstrained workout activity recognition on unmodified commercial off-the-shelf smartphonesBiying Fu, Florian Kirchbuchner, Arjan Kuijper. [doi]
• Tabletop virtual haptics: feasibility study for the exploration of 2.5D virtual objects by blind and visually impaired with consumer data glovesJulian Kreimeier, Pascal Karg, Timo Götzelmann. [doi]
• Empathics system: application of emotion analysis AI through smart glassesTzuHsiang Lin, LeAnn Huang, Blake Hannaford, Christopher Tran, John Raiti, Richard Zaragoza, Tian Feng, Linda Wagner, Jenna James. [doi]
• Real time direction estimation for pointing interactions using a depth sensor and a nine axis inertial motion unitShome S. Das. [doi]
• A multi-scale fuzzy entropy measure for anomaly detection in activities of daily livingAadel Howedi, Ahmad Lotfi, Amir Pourabdollah. [doi]
• Tactile navigation with checkpoints as progress indicators?: only when walking longer straight pathsOliver Korn, James Gay, Rúben Gouveia, Lea Buchweitz, Annika Sabrina Schulz, Moritz Umfahrer. [doi]
• Modular virtual reality to enable efficient user studies for autonomous drivingKathrin Konkol, Elisabeth Brandenburg, Rainer Stark. [doi]
• Non-participatory user-centered design of accessible teacher-teleoperated robot and tablets for minimally verbal autistic childrenJamy Li, Daniel Davison, Alyssa Alcorn, Alria Williams, Snezana Babovic Dimitrijevic, Suncica Petrovic, Pauline Chevalier, Bob Schadenberg, Eloise Ainger, Liz Pellicano, Vanessa Evers. [doi]
• Vibroarthrography using convolutional neural networksDimitri Kraft, Gerald Bieber. [doi]
• Spatial augmented reality: a tool for operator guidance and training evaluated in five industrial case studiesTim Bosch, Gu Van Rhijn, Frank Krause, Reinier Könemann, Ellen S. Wilschut, Michiel de Looze. [doi]
• BlindWalkVR: formative insights into blind and visually impaired people's VR locomotion using commercially available approachesJulian Kreimeier, Pascal Karg, Timo Götzelmann. [doi]
• Reducing race-based bias and increasing recidivism prediction accuracy by using past criminal history detailsBhanu Jain, Manfred Huber, Ramez A. Elmasri, Leonidas Fegaras. [doi]
• AR-glasses-based attention guiding for complex environments: requirements, classification and evaluationPatrick Renner, Thies Pfeiffer. [doi]
• HAND-REHA: dynamic hand gesture recognition for game-based wrist rehabilitationFarnaz Farahanipad, Harish Ram Nambiappan, Ashish Jaiswal, Maria Kyrarini, Fillia Makedon. [doi]
• Human activity of daily living recognition in presence of an animal pet using thermal sensor arrayAbdallah Naser, Ahmad Lotfi, Junpei Zhong, Jun He. [doi]
• Using smartphones as magnifying devices: a comparison of reading surface finger tracking and device panningAlireza Shoaei Shirehjini, Frode Eika Sandnes. [doi]
• Towards the inclusion of wheelchair users in smart city planning through virtual reality simulationTimo Götzelmann, Julian Kreimeier. [doi]
• A tool-based methodology for long-term activity monitoringRafik Belloum, Charles Consel, Nic Volanschi. [doi]
• BlindScanLine: preliminary implementation and evaluation of a cross-platform line scanning sonification approach using frequency and amplitude modulationJulian Kreimeier, Maximilian Kappe, Timo Götzelmann. [doi]
• Multi-label deep learning models for continuous monitoring of road infrastructuresEftychios Protopapadakis, Iason Katsamenis, Anastasios Doulamis. [doi]
• Evaluation of 3D markerless pose estimation accuracy using openpose and depth information from a single RGB-D cameraFotios Lygerakis, Athanasios C. Tsitos, Maria Dagioglou, Fillia Makedon, Vangelis Karkaletsis. [doi]
• Serious games to cognitively stimulate older adults: a systematic literature reviewVanessa Palumbo, Fabio Paternò. [doi]
• Mapping motor cortex stimulation to muscle responses: a deep neural network modeling approachMd Navid Akbar, Mathew Yarossi, Marc Martinez-Gost, Marc A. Sommer, Moritz Dannhauer, Sumientra Rampersad, Dana H. Brooks, Eugene Tunik, Deniz Erdogmus. [doi]
• User centered design and assessment of a wearable application for children with autistic spectrum disorder supporting daily activitiesYiannis Koumpouros, Thomas Toulias. [doi]
• Fuzzy logic web services for real-time fall detection using wearable accelerometer and gyroscope sensorsBhavesh Pandya, Amir Pourabdollah, Ahmad Lotfi. [doi]
• Using IoT middleware solutions in interdisciplinary research projects in the context of AALJohanna Plattner, Elena Oberrauner, Daniela Elisabeth Ströckl, Johannes Oberzaucher. [doi]
• A cost -effective photonics-based device for early prediction, monitoring and management of diabetic foot ulcersAnastasios Doulamis, Nikolaos Doulamis, Aikaterini Angeli. [doi]
• Motor cortex mapping using active gaussian processesRazieh Faghihpirayesh, Tales Imbiriba, Mathew Yarossi, Eugene Tunik, Dana H. Brooks, Deniz Erdogmus. [doi]
• Innovative interventions for Parkinson's disease patients using iPrognosis games: an evaluation analysis by medical expertsSofia B. Dias, Ioannis Ioakeimidis, Kosmas Dimitropoulos, Athina Grammatikopoulou, Nikos Grammalidis, José A. Diniz, Vicky Zilidou, Theodore Savvidis, Evdokimos I. Konstantinidis, Panagiotis D. Bamidis, Michael Stadtschnitzer, Dhaval Trivedi, Lisa Klingelhöfer, Sevasti Bostantzopoulou, Zoe Katsarou, Stelios Hadjidimitriou, Vasileios S. Charisis, Leontios J. Hadjileontiadis. [doi]
• Towards cognitive fatigue detection from functional magnetic resonance imaging dataMohammad Zaki Zadeh, Ashwin Ramesh Babu, Jason Bernard Lim, Maria Kyrarini, Glenn Wylie, Fillia Makedon. [doi]
• DALÍ: a digital assistant for the elderly and visually impaired using alexa speech interaction and TV displayApostolos Meliones, Stavros Maidonis. [doi]
• Healing spaces: feasibility of a multisensory experience for older adults with advanced dementia and their caregiversGabriela Purri R. Gomes, Sydney Rubin, Leah I. Stein Duker, Donna Benton, Andreas Kratky, Sze Yu A. Chen, Maryalice Jordan-Marsh, Marientina Gotsis. [doi]
• A sound-based crowd activity recognition with neural network based regression modelsWei Wang, Fatjon Seraj, Paul J. M. Havinga. [doi]
• Prediction of epilepsy development in traumatic brain injury patients from diffusion weighted MRIMd Navid Akbar, Marianna La Rocca, Rachael Garner, Dominique Duncan, Deniz Erdogmus. [doi]
• Macro workstep detection for assembly manufacturingAbdelrahman Ahmad, Michael Haslgrübler, Alois Ferscha, Birgit Ettinger, Jullius Cho. [doi]
• Data augmentation for time series: traditional vs generative models on capacitive proximity time seriesBiying Fu, Florian Kirchbuchner, Arjan Kuijper. [doi]
• Object detection and localization for an indoor assistive environment scenarioChristos Sevastopoulos, Mohammad Zaki Zadeh, Fillia Makedon. [doi]
• Implicit factors related to Greek older adults' perceived usability of online technologies: an exploratory studyDiogenis Alexandrakis, Konstantinos Chorianopoulos, Nikolaos Tselios. [doi]
• Human-centered design for a sign language learning applicationJerry Schnepp, Rosalee Wolfe, Gilbert Brionez, Souad Baowidan, Ronan Johnson, John C. McDonald. [doi]
• Enabling data sovereignty for patients through digital consent enforcementArno Appenzeller, Ewald Rode, Erik Krempel, Jürgen Beyerer. [doi]
• Smart city technology meets smart health assistive systems - on the example of the project AYUDODaniela Elisabeth Ströckl, Elena Oberrauner, Johanna Plattner, Claudia Steinberger, Vladimir A. Shekhovtsov, Gerhard Leitner, Christian Kop, Peter Schartner. [doi]
• Object detection and sensory feedback techniques in building smart cane for the visually impaired: an overviewSummer Asad, Brittany Mooney, Ishfaq Ahmad, Manfred Huber, Addison Clark. [doi]
• A machine learning approach for predicting post-stroke aphasia recovery: a pilot studyYiwen Gu, Murtadha Bahrani, Anne Billot, Sha Lai, Emily J. Braun, Maria Varkanitsa, Julia Bighetto, Brenda Rapp, Todd B. Parrish, David Caplan, Cynthia K. Thompson, Swathi Kiran, Margrit Betke. [doi]
• Measuring motion behavior to detect spatial disorientation in a VR environmentStefan Lüdtke, Chimezie O. Amaefule, Thomas Kirste, Stefan J. Teipel. [doi]
• A wearable fitness tracking ecosystem for exercise therapy for traumatic brain injury patientsAhmad F. Turki, Kan Ding, Rong Zhang, Ming Li, Kathleen Bell, Khosrow Behbehani. [doi]
• Emotion expression in a socially assistive robot for persons with Parkinson's diseaseAndrew Valenti, Avram Block, Meia Chita-Tegmark, Michael Gold, Matthias Scheutz. [doi]
• Wearable or HMD?: how to support tactile navigationKaran Nandkumar, Annika Sabrina Schulz, Oliver Korn. [doi]
• Skeleton geometric transformation for human action recognition using convolutional neural networksAntonios Papadakis, Ioannis Vernikos, Eirini Mathe, Evaggelos Spyrou. [doi]