Mitja Lustrek

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

2022

What Actually Works for Activity Recognition in Scenarios with Significant Domain Shift: Lessons Learned from the 2019 and 2020 Sussex-Huawei Challenges.

[BibT_eX]

[DOI]

Sensors, 2022

Using Virtual Reality to Elicit Empathy: a Narrative Review.

[BibT_eX]

[DOI]

Emilija Kizhevska

Filipa Ferreira-Brito

Tiago João Guerreiro

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

Feasibility of Remote Pulse Transit Time Estimation Using Narrow-band Multi-wavelength Camera Photoplethysmography.

[BibT_eX]

[DOI]

Wenjin Wang

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

Classification of Hemodynamics Scenarios from a Public Radar Dataset Using a Deep Learning Approach.

[BibT_eX]

[DOI]

Wenjin Wang

Sensors, 2021

A General Framework for Making Context-Recognition Systems More Energy Efficient.

[BibT_eX]

[DOI]

Michele Salvatore Schiariti

Sensors, 2021

Learning comprehensible and accurate hybrid trees.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

HeartMan DSS: A decision support system for self-management of congestive heart failure.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

A Survey on Energy Expenditure Estimation Using Wearable Devices.

[BibT_eX]

[DOI]

Juan Antonio Álvarez-García

ACM Comput. Surv., 2021

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

[BibT_eX]

[DOI]

IEEE Access, 2021

Participants' Experience and Adherence in Repeated Measurement Studies Among Office-Based Workers.

[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

Recognition of Behaviour Patterns for People with Profound Intellectual and Multiple Disabilities.

[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

2020

Toward Cognitive Load Inference for Attention Management in Ubiquitous Systems.

[BibT_eX]

[DOI]

IEEE Pervasive Comput., 2020

Classical and deep learning methods for recognizing human activities and modes of transportation with smartphone sensors.

[BibT_eX]

[DOI]

Inf. Fusion, 2020

Machine Learning and End-to-End Deep Learning for Monitoring Driver Distractions From Physiological and Visual Signals.

[BibT_eX]

[DOI]

IEEE Access, 2020

CrowdHEALTH: An e-Health Big Data Driven Platform towards Public Health Policies.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2020

Tackling the SHL challenge 2020 with person-specific classifiers and semi-supervised learning.

[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

Real-time Eating Detection Using a Smartwatch.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Embedded Wireless Systems and Networks, 2020

Constrained Multiobjective Optimization for the Design of Energy-Efficient Context Recognition Systems.

[BibT_eX]

[DOI]

Proceedings of the Bioinspired Optimization Methods and Their Applications, 2020

2019

Blood Pressure Estimation from Photoplethysmogram Using a Spectro-Temporal Deep Neural Network.

[BibT_eX]

[DOI]

Nejc Mlakar

Sensors, 2019

Cost-Sensitive Trees for Energy-Efficient Context Recognition.

[BibT_eX]

[DOI]

Carmen Campomanes-Álvarez

Proceedings of the 15th International Conference on Intelligent Environments, 2019

On Applying Ambient Intelligence to Assist People with Profound Intellectual and Multiple Disabilities.

[BibT_eX]

[DOI]

B. Rosario Campomanes-Álvarez

Proceedings of the Intelligent Systems and Applications, 2019

Contact-Free Monitoring of Physiological Parameters in People With Profound Intellectual and Multiple Disabilities.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Mobile nutrition monitoring for well-being.

[BibT_eX]

[DOI]

Nina Resçiç

Eva Valencic

Enej Mlinaric

Barbara Korousic-Seljak

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-location transfer learning for the sussex-huawei locomotion recognition challenge.

[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

CrowdHEALTH: Big Data Analytics and Holistic Health Records.

[BibT_eX]

[DOI]

Proceedings of the ICT for Health Science Research - Proceedings of the EFMI 2019 Special Topic Conference, 2019

Enhancing BMI-Based Student Clustering by Considering Fitness as Key Attribute.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science - 22nd International Conference, 2019

Multiple Knowledge Categorising Behavioural States and Communication Attempts in People with Profound Intellectual and Multiple Disabilities.

[BibT_eX]

[DOI]

Matej Cigale

Proceedings of the Joint Proceeding of the Poster and Workshop Sessions of AmI-2019, 2019

Winning the Sussex-Huawei Locomotion-Transportation Recognition Challenge.

[BibT_eX]

[DOI]

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

2018

Using Markov Chains and Multi-Objective Optimization for Energy-Efficient Context Recognition.

[BibT_eX]

[DOI]

Sensors, 2018

Continuous Blood Pressure Estimation from PPG Signal.

[BibT_eX]

[DOI]

Matej Marinko

Informatica (Slovenia), 2018

Introduction to the Special Anniversary Issue on "AI in Slovenia".

[BibT_eX]

[DOI]

Jure Zabkar

Marko Grobelnik

Informatica (Slovenia), 2018

An Inter-domain Study for Arousal Recognition from Physiological Signals.

[BibT_eX]

[DOI]

Informatica (Slovenia), 2018

Choosing Duty-Cycle Parameters for Context Recognition.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Intelligent Environments, 2018

Deep Ensembles for Inter-Domain Arousal Recognition.

[BibT_eX]

[DOI]

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

Physical Fitness Forecasting and Risk Estimation in Slovenian Schoolchildren.

[BibT_eX]

[DOI]

Proceedings of the Data, 2018

Blood Pressure Estimation with a Wristband Optical Sensor.

[BibT_eX]

[DOI]

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

A New Frontier for Activity Recognition: The Sussex-Huawei Locomotion 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

My Watch Says I'm Busy: Inferring Cognitive Load with Low-Cost Wearables.

[BibT_eX]

[DOI]

Martin Gjoreski

Veljko Pejovic

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

Multi-Task Ensemble Learning for Affect Recognition.

[BibT_eX]

[DOI]

Martin Gjoreski

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

Applying Multiple Knowledge to Sussex-Huawei Locomotion 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

Analysing Physiology of Interpersonal Conflicts Using a Wrist Device.

[BibT_eX]

[DOI]

Proceedings of the Ambient Intelligence - 14th European Conference, 2018

2017

Monitoring stress with a wrist device using context.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2017

e-Gibalec: Mobile application to monitor and encourage physical activity in schoolchildren.

[BibT_eX]

[DOI]

J. Ambient Intell. Smart Environ., 2017

An intelligent system to monitor refrigeration devices.

[BibT_eX]

[DOI]

Expert Syst. J. Knowl. Eng., 2017

Monitoring Physical Activity and Mental Stress Using Wrist-Worn Device and a Smartphone.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Management of Physical, Mental and Environmental Stress at the Workplace.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Conference on Intelligent Environments, 2017

CrowdHEALTH: Holistic Health Records and Big Data Analytics for Health Policy Making and Personalized Health.

[BibT_eX]

[DOI]

Proceedings of the Informatics Empowers Healthcare Transformation, 2017

Analyzing tennis game through sensor data with machine learning and multi-objective optimization.

[BibT_eX]

[DOI]

Miha Mlakar

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

Energy-efficient data collection for context recognition.

[BibT_eX]

[DOI]

Deep affect recognition from R-R intervals.

[BibT_eX]

[DOI]

Real-time physical activity and mental stress management with a wristband and a smartphone.

[BibT_eX]

[DOI]

2016

Estimating Energy Expenditure With Multiple Models Using Different Wearable Sensors.

[BibT_eX]

[DOI]

Radoje Milic

IEEE J. Biomed. Health Informatics, 2016

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

[BibT_eX]

[DOI]

Sensors, 2016

Activity Recognition for Diabetic Patients Using a Smartphone.

[BibT_eX]

[DOI]

J. Medical Syst., 2016

e-Turist: An Intelligent Personalised Trip Guide.

[BibT_eX]

[DOI]

Informatica (Slovenia), 2016

What makes classification trees comprehensible?

[BibT_eX]

[DOI]

Rok Piltaver

Sanda Martincic-Ipsic

Expert Syst. Appl., 2016

A computational method for designing diverse linear epitopes including citrullinated peptides with desired binding affinities to intravenous immunoglobulin.

[BibT_eX]

[DOI]

BMC Bioinform., 2016

Mobile Application to Stimulate Physical Activity in Schoolchildren.

[BibT_eX]

[DOI]

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

Anticipatory system for T-H-C dynamics in room with real and virtual sensors.

[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

An intelligent system to improve T-H-C parameters at the workplace.

[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

Adapting activity recognition to a person with Multi-Classifier Adaptive Training.

[BibT_eX]

[DOI]

J. Ambient Intell. Smart Environ., 2015

Trade-off between Energy Consumption and Comfort Experience in Smart Buildings.

[BibT_eX]

[DOI]

Domen Zupancic

Inf. Technol. Control., 2015

Multi-Agent Architecture for Control of Heating and Cooling in a Residential Space.

[BibT_eX]

[DOI]

Domen Zupancic

Comput. J., 2015

Context-based ensemble method for human energy expenditure estimation.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2015

Recognising lifestyle activities of diabetic patients with a smartphone.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare, 2015

Demo abstract: Activity recognition and human energy expenditure estimation with a smartphone.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communication Workshops, 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

Recognition of high-level activities with a smartphone.

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015

2014

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

[BibT_eX]

[DOI]

J. Ambient Intell. Smart Environ., 2014

A Multi-Agent Care System to Support Independent Living.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2014

Combining domain knowledge and machine learning for robust fall detection.

[BibT_eX]

[DOI]

Violeta Mirchevska

Expert Syst. J. Knowl. Eng., 2014

Discovering Strategic Behaviour of Multi-Agent Systems in Adversary Settings.

[BibT_eX]

[DOI]

Comput. Informatics, 2014

Multi-objective learning of accurate and comprehensible classifiers - A case study.

[BibT_eX]

[DOI]

Rok Piltaver

Proceedings of the STAIRS 2014, 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

Medical diagnostics based on combination of sensor and user-provided data.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Workshop on Artificial Intelligence and Assistive Medicine co-located with the 21th European Conference on Artificial Intelligence (ECAI 2014), 2014

Multi-objective learning of hybrid classifiers.

[BibT_eX]

[DOI]

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

Monitoring Patients' Lifestyle with a Smartphone and Other Devices Placed Freely on the Body.

[BibT_eX]

[DOI]

Proceedings of the Ambient Intelligence, European Conference, 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

Towards Human Energy Expenditure Estimation Using Smart Phone Inertial Sensors.

[BibT_eX]

[DOI]

Proceedings of the Ambient Intelligence - 4th International Joint Conference, 2013

Energy Expenditure Estimation DEMO Application.

[BibT_eX]

[DOI]

Proceedings of the Ambient Intelligence - 4th International Joint Conference, 2013

2012

Independent-valued minimax: Pathological or beneficial?

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2012

The pathology of heuristic search in the 8-puzzle.

[BibT_eX]

[DOI]

Rok Piltaver

J. Exp. Theor. Artif. Intell., 2012

Tissue-based Alzheimer gene expression markers - comparison of multiple machine learning approaches and investigation of redundancy in small biomarker sets.

[BibT_eX]

[DOI]

BMC Bioinform., 2012

Energy expenditure estimation with wearable accelerometers.

[BibT_eX]

[DOI]

Simon Kozina

Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

A Non Invasive, Wearable Sensor Platform for Multi-parametric Remote Monitoring in CHF Patients.

[BibT_eX]

[DOI]

Proceedings of the Impact Analysis of Solutions for Chronic Disease Prevention and Management, 2012

Medical Expert Support Tool (MEST): A Person-Centric Approach for Healthcare Management.

[BibT_eX]

[DOI]

Proceedings of the Impact Analysis of Solutions for Chronic Disease Prevention and Management, 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

Multi-Classifier Adaptive Training: Specialising an Activity Recognition Classifier Using Semi-supervised Learning.

[BibT_eX]

[DOI]

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

Context-aware MAS to support elderly people (demonstration).

[BibT_eX]

[DOI]

Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011

A Multi-Agent System for Remote Eldercare.

[BibT_eX]

[DOI]

Proceedings of the Trends in Practical Applications of Agents and Multiagent Systems, 2011

Accelerometer Placement for Posture Recognition and Fall Detection.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Intelligent Environments, 2011

Detecting Falls with Location Sensors and Accelerometers.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third Conference on Innovative Applications of Artificial Intelligence, 2011

Intelligent Monitoring of the Elderly in Home Environment.

[BibT_eX]

[DOI]

Proceedings of the AI and Health Communication, 2011

2010

Localization Data for Person Activity.

[BibT_eX]

[DOI]

Dataset, November, 2010

When is it better not to look ahead?

[BibT_eX]

[DOI]

Artif. Intell., 2010

An Agent-Based Approach to Care in Independent Living.

[BibT_eX]

[DOI]

Proceedings of the Ambient Intelligence, 2010

2009

Multi-Label Approaches to Web Genre Identification.

[BibT_eX]

[DOI]

Vedrana Vidulin

J. Lang. Technol. Comput. Linguistics, 2009

Fall Detection and Activity Recognition with Machine Learning.

[BibT_eX]

[DOI]

Bostjan Kaluza

Informatica (Slovenia), 2009

Classifying Posture Based on Location of Radio Tags.

[BibT_eX]

[DOI]

Violeta Mirchevska

Igone Vélez

Narciso González Vega

Proceedings of the Ambient Intelligence Perspectives II, 2009

Behavior Analysis Based on Coordinates of Body Tags.

[BibT_eX]

[DOI]

Proceedings of the Ambient Intelligence, 2009

2008

Dynamic Control in Real-Time Heuristic Search.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2008

Pathology in heuristic search.

[BibT_eX]

[DOI]

AI Commun., 2008

Thinking Too Much: Pathology in Pathfinding.

[BibT_eX]

[DOI]

Vadim Bulitko

Proceedings of the ECAI 2008, 2008

2007

Training the Genre Classifier for Automatic Classification of Web Pages.

[BibT_eX]

[DOI]

Vedrana Vidulin

J. Comput. Inf. Technol., 2007

Dynamic Control in Path-Planning with Real-Time Heuristic Search.

[BibT_eX]

[DOI]

Proceedings of the Seventeenth International Conference on Automated Planning and Scheduling, 2007

Evaluation of Different Approaches to Training a Genre Classifier.

[BibT_eX]

Vedrana Vidulin

Proceedings of the International Conference on Artificial Intelligence and Pattern Recognition, 2007

2006

Semantic Search in Tabular Structures.

[BibT_eX]

[DOI]

Aleksander Pivk

Informatica (Slovenia), 2006

Knowledge vs. Simulation for Bidding in Tarok.

[BibT_eX]

[DOI]

Domen Marincic

Informatica (Slovenia), 2006

Is real-valued minimax pathological?

[BibT_eX]

[DOI]

Artif. Intell., 2006

Lookahead Pathology in Real-Time Path-Finding.

[BibT_eX]

[DOI]

Vadim Bulitko

Proceedings of the Proceedings, 2006

2005

Why Minimax Works: An Alternative Explanation.

[BibT_eX]

[DOI]

Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

2003

A Program for Playing Tarok.

[BibT_eX]