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

by Vito Janko, Mitja Luštrek
Published 2021-01-01

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

by Vito Janko, Mitja Luštrek
Published 2017-12-01

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

by Gašper Slapničar, Nejc Mlakar, Mitja Luštrek
Published 2019-08-01

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

by Gašper Slapničar, Wenjin Wang, Mitja Luštrek
Published 2021-03-01

Food Frequency Questionnaire Personalisation Using Multi-Target Regression

by Nina Reščič, Oscar Mayora, Claudio Eccher, Mitja Luštrek
Published 2022-09-01

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

by Simon Stankoski, Marko Jordan, Hristijan Gjoreski, Mitja Luštrek
Published 2021-03-01

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

by Martin Gjoreski, Hristijan Gjoreski, Mitja Luštrek, Matjaž Gams
Published 2016-06-01

Optimising an FFQ Using a Machine Learning Pipeline to Teach an Efficient Nutrient Intake Predictive Model

by Nina Reščič, Tome Eftimov, Barbara Koroušić Seljak, Mitja Luštrek
Published 2020-12-01

Recognising lifestyle activities of diabetic patients with a smartphone

by Mitja Luštrek, Bozidara Cvetkovic, Violeta Mirchevska, Özgür Kafalı, Alfonso Romero, Kostas Stathis
Published 2015-11-01

Intelligent elderly-care prototype for fall and disease detection

by Erik Dovgan, Mitja Luštrek, Bogdan Pogorelc, Anton Gradišek, Helena Bruger, Matjaž Gams
Published 2011-11-01

Work environment risk factors causing day-to-day stress in occupational settings: a systematic review

by Junoš Lukan, Larissa Bolliger, Nele S. Pauwels, Mitja Luštrek, Dirk De Bacquer, Els Clays
Published 2022-02-01

Adult height prediction using the growth curve comparison method

by Miha Mlakar, Anton Gradišek, Mitja Luštrek, Gregor Jurak, Maroje Sorić, Bojan Leskošek, Gregor Starc
Published 2023-01-01

Datasets for Cognitive Load Inference Using Wearable Sensors and Psychological Traits

by Martin Gjoreski, Tine Kolenik, Timotej Knez, Mitja Luštrek, Matjaž Gams, Hristijan Gjoreski, Veljko Pejović
Published 2020-05-01

Adult height prediction using the growth curve comparison method.

by Miha Mlakar, Anton Gradišek, Mitja Luštrek, Gregor Jurak, Maroje Sorić, Bojan Leskošek, Gregor Starc
Published 2023-01-01

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

by Martin Gjoreski, Matja Z Gams, Mitja Lustrek, Pelin Genc, Jens-U. Garbas, Teena Hassan
Published 2020-01-01

Circular RNAs in the cardiovascular system

by Clarissa P.C. Gomes, Antonio Salgado-Somoza, Esther E. Creemers, Christoph Dieterich, Mitja Lustrek, Yvan Devaux
Published 2018-03-01

Mining telemonitored physiological data and patient-reported outcomes of congestive heart failure patients.

by Miha Mlakar, Paolo Emilio Puddu, Maja Somrak, Silvio Bonfiglio, Mitja Luštrek, Chiron and HeartMan research projects
Published 2018-01-01

Optimizing non-pharmaceutical intervention strategies against COVID-19 using artificial intelligence

by Vito Janko, Nina Reščič, Nina Reščič, Aljoša Vodopija, Aljoša Vodopija, David Susič, David Susič, Carlo De Masi, Tea Tušar, Anton Gradišek, Sophie Vandepitte, Delphine De Smedt, Jana Javornik, Matjaž Gams, Matjaž Gams, Mitja Luštrek, Mitja Luštrek
Published 2023-02-01

The association between day-to-day stress experiences, recovery, and work engagement among office workers in academia-An Ecological Momentary Assessment study.

by Larissa Bolliger, Ellen Baele, Elena Colman, Gillian Debra, Junoš Lukan, Mitja Luštrek, Dirk De Bacquer, Els Clays
Published 2023-01-01

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

by Stefan Kalabakov, Simon Stankoski, Ivana Kiprijanovska, Andrejaana Andova, Nina Reščič, Vito Janko, Martin Gjoreski, Matjaž Gams, Mitja Luštrek
Published 2022-05-01