Hristijan Gjoreski

Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023

Overcoming Data Scarcity in Human Activity Recognition.

[BibT_eX]

[DOI]

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

OCOsense Glasses - Monitoring Facial Gestures and Expressions for Augmented Human-Computer Interaction: OCOsense Glasses for Monitoring Facial Gestures and Expressions.

[BibT_eX]

[DOI]

Proceedings of the Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022

Sussex-Huawei Locomotion and Transportation Dataset.

[BibT_eX]

[DOI]

Lin Wang

Sami Mekki

Stefan Valentin

C. N. S. Physiotherapy Study Group

Dataset, May, 2022

Breathing Rate Estimation from Head-Worn Photoplethysmography Sensor Data Using Machine Learning.

[BibT_eX]

[DOI]

Sensors, 2022

Personalised Gait Recognition for People with Neurological Conditions.

[BibT_eX]

[DOI]

Sensors, 2022

Facial Expression Recognition using Facial Mask with EMG Sensors.

[BibT_eX]

[DOI]

Proceedings of VR4Health, 2022

Virtual Reality for Health and Wellbeing.

[BibT_eX]

[DOI]

Filipa Ferreira-Brito

Sergi Bermúdez i Badia

Tiago João Guerreiro

Proceedings of the 21st International Conference on Mobile and Ubiquitous Multimedia, 2022

10th International Workshop on Human Activity Sensing Corpus and Applications (HASCA).

[BibT_eX]

[DOI]

Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022

OCOsense Glasses for Facial Expressions Recognition and Contextual Affective Computing in Real World and Augmented Reality.

[BibT_eX]

[DOI]

Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022

Monitoring Valence with Facial EMG Sensors using Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022

2021

Smartwatch-Based Eating Detection: Data Selection for Machine Learning from Imbalanced Data with Imperfect Labels.

[BibT_eX]

[DOI]

Sensors, 2021

Analysis of Deep Transfer Learning Using DeepConvLSTM for Human Activity Recognition from Wearable Sensors.

[BibT_eX]

[DOI]

Informatica (Slovenia), 2021

Three-Year Review of the 2018-2020 SHL Challenge on Transportation and Locomotion Mode Recognition From Mobile Sensors.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2021

Cognitive Load Monitoring With Wearables-Lessons Learned From a Machine Learning Challenge.

[BibT_eX]

[DOI]

IEEE Access, 2021

9th International Workshop on Human Activity Sensing Corpus and Applications (HASCA).

[BibT_eX]

[DOI]

Proceedings of the UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 2021

emteqPRO: Face-mounted Mask for Emotion Recognition and Affective Computing.

[BibT_eX]

[DOI]

Tiago João Vieira Guerreiro

Ifigeneia I. Mavridou

Proceedings of the UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 2021

Differentially Private Federated Learningfor Anomaly Detection in eHealth Networks.

[BibT_eX]

[DOI]

Proceedings of the UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 2021

Wild by Design: Workshop on Designing Ubiquitous Health Monitoring Technologies for Challenging Environments.

[BibT_eX]

[DOI]

Proceedings of the UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 2021

Locomotion and Transportation Mode Recognition from GPS and Radio Signals: Summary of SHL Challenge 2021.

[BibT_eX]

[DOI]

Proceedings of the UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 2021

Flash Crowd Management in Beyond 5G Systems.

[BibT_eX]

[DOI]

Proceedings of the Future Access Enablers for Ubiquitous and Intelligent Infrastructures, 2021

2020

Detection of Gait Abnormalities for Fall Risk Assessment Using Wrist-Worn Inertial Sensors and Deep Learning.

[BibT_eX]

[DOI]

Ivana Kiprijanovska

Sensors, 2020

8th international workshop on human activity sensing corpus and applications (HASCA).

[BibT_eX]

[DOI]

Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020

Summary of the sussex-huawei locomotion-transportation recognition challenge 2020.

[BibT_eX]

[DOI]

Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020

2019

Enabling Reproducible Research in Sensor-Based Transportation Mode Recognition With the Sussex-Huawei Dataset.

[BibT_eX]

[DOI]

IEEE Access, 2019

Electrical Energy Consumption Prediction Using Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the ICT Innovations 2019. Big Data Processing and Mining, 2019

Automatic Text Generation in Macedonian Using Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the ICT Innovations 2019. Big Data Processing and Mining, 2019

Summary of the Sussex-Huawei locomotion-transportation recognition challenge 2019.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

7th international workshop on human activity sensing corpus and applications (HASCA).

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

Cross-dataset deep transfer learning for activity recognition.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

LOCALE: A Rule-based Location Named-entity Recognition Method for Latin Text.

[BibT_eX]

[DOI]

Proceedings of the 5th International Workshop on Computational History, 2019

Benchmark Performance for the Sussex-Huawei Locomotion and Transportation Recognition Challenge 2018.

[BibT_eX]

[DOI]

Proceedings of the Human Activity Sensing - Corpus and Applications, 2019

2018

Identifying a person with door-mounted accelerometer.

[BibT_eX]

[DOI]

Rok Piltaver

J. Ambient Intell. Smart Environ., 2018

The University of Sussex-Huawei Locomotion and Transportation Dataset for Multimodal Analytics With Mobile Devices.

[BibT_eX]

[DOI]

Lin Wang

Sami Mekki

Stefan Valentin

IEEE Access, 2018

INLIFE - Independent Living Support Functions for the Elderly: Technology and Pilot Overview.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Environments 2018, 2018

Deep Ensembles for Inter-Domain Arousal Recognition.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Artificial Intelligence in Affective Computing, 2018

Summary of the Sussex-Huawei Locomotion-Transportation Recognition Challenge.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

Benchmarking the SHL Recognition Challenge with Classical and Deep-Learning Pipelines.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

6th International Workshop on Human Activity Sensing Corpus and Applications (HASCA).

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

2017

Monitoring stress with a wrist device using context.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2017

Intelligent assistant carer for active aging.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2017

A Versatile Annotated Dataset for Multimodal Locomotion Analytics with Mobile Devices.

[BibT_eX]

[DOI]

Sami Mekki

Stefan Valentin

Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems, 2017

High reliability Android application for multidevice multimodal mobile data acquisition and annotation.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems, 2017

Unsupervised online activity discovery using temporal behaviour assumption.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017

Intelligent System to Assist the Independent Living of the Elderly.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Conference on Intelligent Environments, 2017

Deep affect recognition from R-R intervals.

[BibT_eX]

[DOI]

Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017

2016

How Accurately Can Your Wrist Device Recognize Daily Activities and Detect Falls?

[BibT_eX]

[DOI]

Sensors, 2016

e-Turist: An Intelligent Personalised Trip Guide.

[BibT_eX]

[DOI]

Informatica (Slovenia), 2016

Using Smartwatch as Telecare and Fall Detection Device.

[BibT_eX]

[DOI]

Jani Bizjak

Proceedings of the 12th International Conference on Intelligent Environments, 2016

Continuous stress detection using a wrist device: in laboratory and real life.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

Continuous Live Stress Monitoring with a Wristband.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

2015

Fall Detection Using Location Sensors and Accelerometers.

[BibT_eX]

[DOI]

Juan Antonio Álvarez-García

Narciso González Vega

IEEE Pervasive Comput., 2015

Competitive Live Evaluations of Activity-Recognition Systems.

[BibT_eX]

[DOI]

IEEE Pervasive Comput., 2015

An Approach for Context-based Reasoning in Ambient Intelligence.

[BibT_eX]

[DOI]

Informatica (Slovenia), 2015

Context-based ensemble method for human energy expenditure estimation.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2015

GUIDL IA: An intelligent assistant for aiding visually impaired in using GUIDL.

[BibT_eX]

[DOI]

Mario Konecki

Robert Kudelic

Proceedings of the 38th International Convention on Information and Communication Technology, 2015

Automatic Detection of Perceived Stress in Campus Students Using Smartphones.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Intelligent Environments, 2015

Human Activity Recognition: From Controlled Lab Experiments to Competitive Live Evaluation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Person Identification by Analyzing Door Accelerations in Time and Frequency Domain.

[BibT_eX]

[DOI]

Rok Piltaver

Proceedings of the Ambient Intelligence - 12th European Conference, AmI 2015, 2015

2014

Context-based fall detection and activity recognition using inertial and location sensors.

[BibT_eX]

[DOI]

J. Ambient Intell. Smart Environ., 2014

Machine Learning Approach for Emotion Recognition in Speech.

[BibT_eX]

[DOI]

Martin Gjoreski

Andrea Kulakov

Informatica (Slovenia), 2014

A Multi-Agent Care System to Support Independent Living.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2014

RAReFall - Real-time activity recognition and fall detection system.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Pervasive Computing and Communication Workshops, 2014

Telehealth using ECG sensor and accelerometer.

[BibT_eX]

[DOI]

Aleksandra Rashkovska

Simon Kozina

Proceedings of the 37th International Convention on Information and Communication Technology, 2014

Using multiple contexts to distinguish standing from sitting with a single accelerometer.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

2013

Ensembles of multiple sensors for human energy expenditure estimation.

[BibT_eX]

[DOI]

Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

Efficient Activity Recognition and Fall Detection Using Accelerometers.

[BibT_eX]

[DOI]

Proceedings of the Evaluating AAL Systems Through Competitive Benchmarking, 2013

2012

Confidence: Ubiquitous Care System to Support Independent Living.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2012, 2012

Context-Based Fall Detection Using Inertial and Location Sensors.

[BibT_eX]

[DOI]

Proceedings of the Ambient Intelligence - Third International Joint Conference, 2012

2011

Accelerometer Placement for Posture Recognition and Fall Detection.

[BibT_eX]

[DOI]