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Matjaz Gams
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Year
Monitoring stress with a wrist device using context
M Gjoreski, M Luštrek, M Gams, H Gjoreski
Journal of biomedical informatics 73, 159-170, 2017
2892017
Accelerometer placement for posture recognition and fall detection
H Gjoreski, M Lustrek, M Gams
2011 Seventh International Conference on Intelligent Environments, 47-54, 2011
2872011
Continuous stress detection using a wrist device: in laboratory and real life
M Gjoreski, H Gjoreski, M Luštrek, M Gams
proceedings of the 2016 ACM international joint conference on pervasive and …, 2016
2142016
An agent-based approach to care in independent living
B Kaluža, V Mirchevska, E Dovgan, M Luštrek, M Gams
Ambient Intelligence: First International Joint Conference, AmI 2010, Malaga …, 2010
1952010
Automatic recognition of gait-related health problems in the elderly using machine learning
B Pogorelc, Z Bosnić, M Gams
Multimedia tools and applications 58, 333-354, 2012
1492012
Non-invasive blood pressure estimation from ECG using machine learning techniques
M Simjanoska, M Gjoreski, M Gams, A Madevska Bogdanova
Sensors 18 (4), 1160, 2018
1462018
How accurately can your wrist device recognize daily activities and detect falls?
M Gjoreski, H Gjoreski, M Luštrek, M Gams
Sensors 16 (6), 800, 2016
1412016
Artificial intelligence and ambient intelligence
M Gams, IYH Gu, A Härmä, A Muñoz, V Tam
Journal of Ambient Intelligence and Smart Environments 11 (1), 71-86, 2019
1052019
Transforming arbitrary tables into logical form with TARTAR
A Pivk, P Cimiano, Y Sure, M Gams, V Rajkovič, R Studer
Data & Knowledge Engineering 60 (3), 567-595, 2007
992007
New measurements highlight the importance of redundant knowledge
M Gams
Proceedings of the 4th European Working Session on Learning (EWSL89), 71-80, 1989
931989
Machine learning and end-to-end deep learning for the detection of chronic heart failure from heart sounds
M Gjoreski, A Gradišek, B Budna, M Gams, G Poglajen
Ieee Access 8, 20313-20324, 2020
922020
Automatic detection of perceived stress in campus students using smartphones
M Gjoreski, H Gjoreski, M Lutrek, M Gams
2015 International conference on intelligent environments, 132-135, 2015
902015
Learning in distributed systems and multi-agent environments
P Brazdil, M Gams, S Sian, L Torgo, W Van de Velde
Machine Learning—EWSL-91: European Working Session on Learning Porto …, 1991
891991
Comparing deep and classical machine learning methods for human activity recognition using wrist accelerometer
H Gjoreski, J Bizjak, M Gjoreski, M Gams
Proceedings of the IJCAI 2016 Workshop on Deep Learning for Artificial …, 2016
822016
Classical and deep learning methods for recognizing human activities and modes of transportation with smartphone sensors
M Gjoreski, V Janko, G Slapničar, M Mlakar, N Reščič, J Bizjak, V Drobnič, ...
Information Fusion 62, 47-62, 2020
812020
What makes classification trees comprehensible?
M Luštrek, M Gams, S Martinčić-Ipšić
Expert Systems with Applications 62, 333-346, 2016
732016
Efficient activity recognition and fall detection using accelerometers
S Kozina, H Gjoreski, M Gams, M Luštrek
Evaluating AAL Systems Through Competitive Benchmarking: International …, 2013
692013
Detecting falls with location sensors and accelerometers
M Luštrek, H Gjoreski, S Kozina, B Cvetkovic, V Mirchevska, M Gams
Proceedings of the AAAI Conference on Artificial Intelligence 25 (2), 1662-1667, 2011
672011
Context-based ensemble method for human energy expenditure estimation
H Gjoreski, B Kaluža, M Gams, R Milić, M Luštrek
Applied Soft Computing 37, 960-970, 2015
622015
Leksikon računalništva in informatike
D Pahor, M Drobnič, V Batagelj, S Bratina, V Djurdjič, P Gabrijelčič, ...
Pasadena, 2002
602002
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