Anton Gradisek

According to our database, Anton Gradisek authored at least 30 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

PCGmix: A Data-Augmentation Method for Heart-Sound Classification.

David Susic, Anton Gradisek, Matjaz Gams

IEEE J. Biomed. Health Informatics, November, 2024

Smart beehive monitoring system for identification of relevant beehive events.

Maj Smerkol, Zan Seset, Bor Bregant, Samo Simoncic, Miha Finzgar, Anton Gradisek

Proceedings of the International Conference on Intelligent Environments, 2024

2023

Artificial intelligence based personalized predictive survival among colorectal cancer patients.

David Susic, Shabbir Syed-Abdul, Erik Dovgan, Jitendra Jonnagaddala, Anton Gradisek

Comput. Methods Programs Biomed., April, 2023

Preface to the Proceedings of the 12th International Workshop on Intelligent Environments Supporting Healthcare and Well-Being (WISHWell'2023).

Juan Carlos Augusto, Anton Gradisek

Proceedings of the Workshop Proceedings of the 19th International Conference on Intelligent Environments (IE2023), 2023

2022

Developing a pragmatic evaluation of ICTs for older adults with cognitive impairment at scale: the IN LIFE experience.

Arlene J. Astell, Maria Panou, Katerina Touliou, Youla Karavidopoulou, María Fernanda Cabrera-Umpiérrez, E. Aldaz, Jani Bizjak, Belinda Black, Margret Buchholz, Javier Chamorro Mata, Fatma Cossu-Ergecer, S. Debring, Marit Dekker-van Weering, Anna Ekström, Matjaz Gams, Alvaro Garcia, Anton Gradisek, Karmen Goljuf, Evangelos Kaimakamis, Nikolaos Kaklanis, Vasileios Kilintzis, Katja Laakso, Nicos Maglaveras, Juan Bautista Montalvá Colomer, Valentini Papageorgiou, Stephen Potter, Christina Samuelsson, Sarah Kate Smith, Monique Tabak

Univers. Access Inf. Soc., 2022

Machine Learning Models for Detection of Decompensation in Chronic Heart Failure Using Heart Sounds.

David Susic, Gregor Poglajen, Anton Gradisek

Proceedings of the Workshops at 18th International Conference on Intelligent Environments (IE2022), 2022

2021

Size- and Time-Dependent Particle Removal Efficiency of Face Masks and Improvised Respiratory Protection Equipment Used during the COVID-19 Pandemic.

Anja Pogacnik Krajnc, Luka Pirker, Urska Gradisar Centa, Anton Gradisek, Igor B. Mekjavic, Matej Godnic, Metod Cebasek, Tina Bregant, Maja Remskar

Sensors, 2021

2020

Data Protection Impact Assessment Case Study for a Research Project Using Artificial Intelligence on Patient Data.

Gizem Gültekin-Várkonyi, Anton Gradisek

Informatica (Slovenia), 2020

Machine Learning and End-to-End Deep Learning for the Detection of Chronic Heart Failure From Heart Sounds.

Martin Gjoreski, Anton Gradisek, Borut Budna, Matjaz Gams, Gregor Poglajen

IEEE Access, 2020

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

Argyro Mavrogiorgou, Athanasios Kiourtis, Ilias Maglogiannis, Dimosthenis Kyriazis, Antonio De Nigro, Vicent Blanes-Selva, Juan M. García-Gómez, Andreas Menychtas, Maroje Soric, Gregor Jurak, Mitja Lustrek, Anton Gradisek, Thanos Kosmidis, Sokratis Nifakos, Konstantinos Perakis, Dimitrios Miltiadou, Parisis Gallos

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

2019

Improving the Chemical Selectivity of an Electronic Nose to TNT, DNT and RDX Using Machine Learning.

Anton Gradisek, Marion van Midden, Matija Koterle, Vid Prezelj, Drago Strle, Bogdan Stefane, Helena Brodnik, Mario Trifkovic, Ivan Kvasic, Erik Zupanic, Igor Musevic

Sensors, 2019

Acoustically Tracking the Comings and Goings of Bumblebees.

David Heise, Zachary Miller, Ellie Harrison, Anton Gradisek, Janez Grad, Candace Galen

Proceedings of the IEEE Sensors Applications Symposium, 2019

Toward Early Detection and Monitoring of Chronic Heart Failure Using Heart Sounds.

Martin Gjoreski, Anton Gradisek, Borut Budna, Matjaz Gams, Gregor Poglajen

Proceedings of the Intelligent Environments 2019, 2019

2018

Application for Viral Hepatitis Infection Risk Assessment - HEPY.

Alen Ajanovic, Andrej Ulcar, Ana Peterlin, Karolina Pocivavsek, Gasper Fele-Zorz, Anton Gradisek, Matjaz Gams, Mojca Maticic

Informatica (Slovenia), 2018

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

Arlene J. Astell, Anton Gradisek, Jani Bizjak, Hristijan Gjoreski, Matjaz Gams, Karmen Goljuf, María Fernanda Cabrera-Umpiérrez, Juan Bautista Montalvá Colomer, Youla Karavidopoulou, Mary Panou, Katerina Touliou, Nikolaos Kaklanis, Stefanos Stavrotheodoros, Dimitrios Tzovaras, Evangelos Kaimakamis, Katja Laakso, Margret Buchholz, Sandra Derbring, Christina Samuelsson, Anna Ekström, Alvaro Garcia, Javier Chamorro Mata, Sarah Kate Smith, Stephen Potter, Monique Tabak, Marit Dekker-van Weering, Fatma Cossu-Ergecer, Belinda Black

Proceedings of the Intelligent Environments 2018, 2018

Intelligent Assistant for Elderly.

Jani Bizjak, Anton Gradisek, Matjaz Gams

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Physical Fitness Forecasting and Risk Estimation in Slovenian Schoolchildren.

Anton Gradisek, Miha Mlakar, Matej Cigale, Luka Lajovic, Mitja Lustrek, Maroje Soric, Gregor Starc, Bojan Leskosek, Gregor Jurak

Proceedings of the Data, 2018

2017

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

Vito Janko, Bozidara Cvetkovic, Anton Gradisek, Mitja Lustrek, Boro Strumbelj, Tanja Kajtna

J. Ambient Intell. Smart Environ., 2017

Application for Sexually Transmitted Infection Risk Assessment.

Alen Ajanovic, Jaka Konda, Gasper Fele-Zorz, Anton Gradisek, Matjaz Gams, Ana Peterlin, Karolina Pocivavsek, Mojca Maticic

Informatica (Slovenia), 2017

An intelligent system to monitor refrigeration devices.

Damjan Kuznar, Rok Piltaver, Anton Gradisek, Matjaz Gams, Mitja Lustrek

Expert Syst. J. Knowl. Eng., 2017

Intelligent assistant carer for active aging.

Jani Bizjak, Anton Gradisek, Luka Stepancic, Hristijan Gjoreski, Matjaz Gams

EURASIP J. Adv. Signal Process., 2017

Chronic Heart Failure Detection from Heart Sounds Using a Stack of Machine-Learning Classifiers.

Martin Gjoreski, Monika Simjanoska, Anton Gradisek, Ana Peterlin, Matjaz Gams, Gregor Poglajen

Proceedings of the 2017 International Conference on Intelligent Environments, 2017

Intelligent System to Assist the Independent Living of the Elderly.

Jani Bizjak, Anton Gradisek, Luka Stepancic, Hristijan Gjoreski, Matjaz Gams, Karmen Goljuf

Proceedings of the 2017 International Conference on Intelligent Environments, 2017

JSI Sound - a Machine-Learning Tool in Orange for Simple Biosound Classification.

Borut Budna, Martin Gjoreski, Anton Gradisek, Matjaz Gams

Proceedings of the Workshop on Advances in Bioinformatics and Artificial Intelligence: Bridging the Gap co-located with 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), 2017

2016

e-Turist: An Intelligent Personalised Trip Guide.

Bozidara Cvetkovic, Hristijan Gjoreski, Vito Janko, Bostjan Kaluza, Anton Gradisek, Igor Jurincic, Anton Gosar, Simon Kerma, Gregor Balazic, Mitja Lustrek

Informatica (Slovenia), 2016

Mobile Application to Stimulate Physical Activity in Schoolchildren.

Bozidara Cvetkovic, Vito Janko, Anton Gradisek, Mitja Lustrek, Tanja Kajtna, Boro Strumbelj

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

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

Martin Freser, Bozidara Cvetkovic, Anton Gradisek, Mitja Lustrek

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.

Martin Freser, Anton Gradisek, Bozidara Cvetkovic, Mitja Lustrek

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

2014

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

Maja Somrak, Anton Gradisek, Mitja Lustrek, Ana Mlinar, Miha Sok, Matjaz Gams

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

2007

Monitoring Human Resources of a Public Health-Care System Through Intelligent Data Analysis and Visualization.

Aleksander Pur, Marko Bohanec, Nada Lavrac, Bojan Cestnik, Marko Debeljak, Anton Gradisek

Proceedings of the Artificial Intelligence in Medicine, 2007