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1

When is it better not to look ahead?

Dana S. Nau, Mitja Luštrek, Austin Parker, Ivan Bratko, Matjaž Gams

Journal:

Artificial Intelligence

Year:

2010

Language:

english

File:

PDF, 570 KB

english, 2010

2

Is real-valued minimax pathological?

Mitja Luštrek, Matjaž Gams, Ivan Bratko

Journal:

Artificial Intelligence

Year:

2006

Language:

english

File:

PDF, 607 KB

english, 2006

3

Integrating Artificial and Human Intelligence into Tablet Production Process

Gams, Matjaž, Horvat, Matej, Ožek, Matej, Luštrek, Mitja, Gradišek, Anton

Journal:

AAPS PharmSciTech

Year:

2014

Language:

english

File:

PDF, 845 KB

english, 2014

4

[IEEE 2012 IEEE International Symposium on Circuits and Systems - ISCAS 2012 - Seoul, Korea (South) (2012.05.20-2012.05.23)] 2012 IEEE International Symposium on Circuits and Systems - Energy expenditure estimation with wearable accelerometers

Lustrek, Mitja, Cvetkovic, Bozidara, Kozina, Simon

Year:

2012

Language:

english

File:

PDF, 928 KB

english, 2012

5

Monitoring stress with a wrist device using context

Gjoreski, Martin, Luštrek, Mitja, Gams, Matjaž, Gjoreski, Hristijan

Journal:

Journal of Biomedical Informatics

Year:

2017

Language:

english

File:

PDF, 1.27 MB

english, 2017

6

[IEEE 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) - Seoul, Korea (South) (2019.10.27-2019.10.28)] 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) - Contact-Free Monitoring of Physiological Parameters in People With Profound Intellectual and Multiple Disabilities

Slapnicar, Gasper, Dovgan, Erik, Cuk, Pia, Lustrek, Mitja

Year:

2019

File:

PDF, 6.35 MB

2019

7

Independent-valued minimax: Pathological or beneficial?

Mitja Luštrek, Ivan Bratko, Matjaž Gams

Journal:

Theoretical Computer Science

Year:

2012

Language:

english

File:

PDF, 805 KB

english, 2012

8

Derivation of an interaction/regulation network describing pluripotency in human

Anup Som, Mitja Luštrek, Nitesh Kumar Singh, Georg Fuellen

Journal:

Year:

2012

Language:

english

File:

PDF, 1.21 MB

english, 2012

9

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

Lena Scheubert, Mitja Luštrek, Rainer Schmidt, Dirk Repsilber…

Journal:

BMC Bioinformatics

Year:

2012

Language:

english

File:

PDF, 1.07 MB

english, 2012

10

[IEEE 2014 IEEE International Conference on Pervasive Computing and Communication Workshops (PERCOM WORKSHOPS) - Budapest, Hungary (2014.03.24-2014.03.28)] 2014 IEEE International Conference on Pervasive Computing and Communication Workshops (PERCOM WORKSHOPS) - RAReFall — Real-time activity recognition and fall detection system

Gjoreski, Hristijan, Kozina, Simon, Gams, Matjaz, Lustrek, Mitja

Year:

2014

Language:

english

File:

PDF, 261 KB

english, 2014

11

[IEEE 2011 7th International Conference on Intelligent Environments (IE) - Nottingham, United Kingdom (2011.07.25-2011.07.28)] 2011 Seventh International Conference on Intelligent Environments - Accelerometer Placement for Posture Recognition and Fall Detection

Gjoreski, Hristijan, Lustrek, Mitja, Gams, Matjaz

Year:

2011

Language:

english

File:

PDF, 287 KB

english, 2011

12

[IEEE 2014 37th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) - Opatija, Croatia (2014.5.26-2014.5.30)] 2014 37th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) - Telehealth using ECG sensor and accelerometer

Gjoreski, Hristijan, Rashkovska, Aleksandra, Kozina, Simon, Lustrek, Mitja, Gams, Matjaz

Year:

2014

Language:

english

File:

PDF, 1.30 MB

english, 2014

13

[Univ. Zagreb ITI 2003. 25th International Conference on Information Technology Interfaces - Cavtat, Croatia (16-19 June 2003)] IEEE Transactions on Image Processing - Intelligent system for playing tarok

Lustrek, M., Gams, M.

Year:

2003

Language:

english

File:

PDF, 532 KB

english, 2003

14

The pathology of heuristic search in the 8-puzzle

Piltaver, Rok, Luštrek, Mitja, Gams, Matjaž

Journal:

Journal of Experimental & Theoretical Artificial Intelligence

Year:

2012

Language:

english

File:

PDF, 1.35 MB

english, 2012

15

Combining domain knowledge and machine learning for robust fall detection

Mirchevska, Violeta, Luštrek, Mitja, Gams, Matjaž

Journal:

Year:

2014

Language:

english

File:

PDF, 1.88 MB

english, 2014

16

[IEEE 2007 29th International Conference on Information Technology Interfaces - Cavtat, Croatia (2007.06.25-2007.06.28)] 2007 29th International Conference on Information Technology Interfaces - Training the Genre Classifier for Automatic Classification of Web Pages

Vidulin, Vedrana, Lustrek, Mitja, Gams, Matjaz

Year:

2007

Language:

english

File:

PDF, 681 KB

english, 2007

17

A Multi-Agent Care System to Support Independent Living

Kaluža, Boštjan, Cvetković, Božidara, Dovgan, Erik, Gjoreski, Hristijan, Gams, Matjaž, Luštrek, Mitja, Mirchevska, Violeta

Journal:

International Journal of Artificial Intelligence Tools

Year:

2014

Language:

english

File:

PDF, 803 KB

english, 2014

18

Estimating Energy Expenditure with Multiple Models using Different Wearable Sensors

Cvetkovic, Bozidara, Milic, Radoje, Lustrek, Mitja

Journal:

IEEE Journal of Biomedical and Health Informatics

Year:

2015

Language:

english

File:

PDF, 656 KB

english, 2015

19

[ACM Press the 2013 ACM international joint conference - Zurich, Switzerland (2013.09.08-2013.09.12)] Proceedings of the 2013 ACM international joint conference on Pervasive and ubiquitous computing - UbiComp '13 - Ensembles of multiple sensors for human energy expenditure estimation

Gjoreski, Hristijan, Kaluža, Boštjan, Gams, Matjaž, Milić, Radoje, Luštrek, Mitja

Year:

2013

Language:

english

File:

PDF, 495 KB

english, 2013

20

[IEEE 2015 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops) - St. Louis, MO (2015.3.23-2015.3.27)] 2015 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops) - Demo abstract: Activity recognition and human energy expenditure estimation with a smartphone

Cvetkovic, Bozidara, Janko, Vito, Lustrek, Mitja

Year:

2015

Language:

english

File:

PDF, 390 KB

english, 2015

21

Learning Biomarkers of Pluripotent Stem Cells in Mouse

Scheubert, L., Schmidt, R., Repsilber, D., Lustrek, M., Fuellen, G.

Journal:

Year:

2011

Language:

english

File:

PDF, 444 KB

english, 2011

22

Competitive Live Evaluations of Activity-Recognition Systems

Gjoreski, Hristijan, Kozina, Simon, Gams, Matjaz, Lustrek, Mitja, Alvarez-Garcia, Juan Antonio, Hong, Jin-Hyuk, Dey, Anind K., Bocca, Maurizio, Patwari, Neal

Journal:

IEEE Pervasive Computing

Year:

2015

Language:

english

File:

PDF, 1.85 MB

english, 2015

23

[ACM Press the 2015 ACM International Joint Conference - Osaka, Japan (2015.09.07-2015.09.11)] Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers - UbiComp '15 - Recognition of high-level activities with a smartphone

Cvetković, Božidara, Mirchevska, Violeta, Janko, Vito, Luštrek, Mitja

Year:

2015

Language:

english

File:

PDF, 161 KB

english, 2015

24

Context-based ensemble method for human energy expenditure estimation

Gjoreski, Hristijan, Kaluža, Boštjan, Gams, Matjaž, Milić, Radoje, Luštrek, Mitja

Journal:

Applied Soft Computing

Year:

2015

Language:

english

File:

PDF, 793 KB

english, 2015

25

Fall Detection Using Location Sensors and Accelerometers

Lustrek, Mitja, Gjoreski, Hristijan, Gonzalez Vega, Narciso, Kozina, Simon, Cvetkovic, Bozidara, Mirchevska, Violeta, Gams, Matjaz

Journal:

IEEE Pervasive Computing

Year:

2015

Language:

english

File:

PDF, 1.06 MB

english, 2015

26

[ICST 9th International Conference on Pervasive Computing Technologies for Healthcare - Istanbul, Turkey (2015.05.20-2015.05.23)] Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare - Recognising lifestyle activities of diabetic patients with a smartphone

Luštrek, Mitja, Cvetkovic, Bozidara, Mirchevska, Violeta, Kafalı, Özgür, Romero, Alfonso, Stathis, Kostas

Year:

2015

Language:

english

File:

PDF, 141 KB

english, 2015

27

Predicting species identity of bumblebees through analysis of flight buzzing sounds

Gradišek, Anton, Slapničar, Gašper, Šorn, Jure, Luštrek, Mitja, Gams, Matjaž, Grad, Janez

Journal:

Year:

2016

Language:

english

File:

PDF, 1.52 MB

english, 2016

28

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

Patro, Rob, Norel, Raquel, Prill, Robert J., Saez-Rodriguez, Julio, Lorenz, Peter, Steinbeck, Felix, Ziems, Bjoern, Luštrek, Mitja, Barbarini, Nicola, Tiengo, Alessandra, Bellazzi, Riccardo, Thiesen,

Journal:

BMC Bioinformatics

Year:

2016

Language:

english

File:

PDF, 1.78 MB

english, 2016

29

What makes classification trees comprehensible?

Piltaver, Rok, Luštrek, Mitja, Gams, Matjaž, Martinčić-Ipšić, Sanda

Journal:

Expert Systems with Applications

Year:

2016

Language:

english

File:

PDF, 1.65 MB

english, 2016

30

Activity Recognition for Diabetic Patients Using a Smartphone

Cvetković, Božidara, Janko, Vito, Romero, Alfonso E., Kafalı, Özgür, Stathis, Kostas, Luštrek, Mitja

Journal:

Journal of Medical Systems

Year:

2016

Language:

english

File:

PDF, 2.83 MB

english, 2016

31

[ACM Press the 2016 ACM International Joint Conference - Heidelberg, Germany (2016.09.12-2016.09.16)] Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing Adjunct - UbiComp '16 - Continuous stress detection using a wrist device

Gjoreski, Martin, Gjoreski, Hristijan, Luštrek, Mitja, Gams, Matjaž

Year:

2016

Language:

english

File:

PDF, 366 KB

english, 2016

32

[ACM Press the 2016 ACM International Joint Conference - Heidelberg, Germany (2016.09.12-2016.09.16)] Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing Adjunct - UbiComp '16 - Anticipatory system for T--H--C dynamics in room with real and virtual sensors

Frešer, Martin, Cvetković, Božidara, Gradišek, Anton, Luštrek, Mitja

Year:

2016

Language:

english

File:

PDF, 313 KB

english, 2016

33

Real-Time Activity Monitoring with a Wristband and a Smartphone

Cvetković, Božidara, Szeklicki, Robert, Janko, Vito, Lutomski, Przemyslaw, Luštrek, Mitja

Journal:

Information Fusion

Year:

2017

Language:

english

File:

PDF, 939 KB

english, 2017

34

An intelligent system to monitor refrigeration devices

Kužnar, Damjan, Piltaver, Rok, Gradišek, Anton, Gams, Matjaž, Luštrek, Mitja

Journal:

Year:

2017

Language:

english

File:

PDF, 1023 KB

english, 2017

35

[ACM Press the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2017 ACM International Symposium on Wearable Computers - Maui, Hawaii (2017.09.11-2017.09.15)] Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers on - UbiComp '17 - Deep affect recognition from R-R intervals

Gjoreski, Martin, Gjoreski, Hristijan, Luštrek, Mitja, Gams, Matjaž

Year:

2017

Language:

english

File:

PDF, 486 KB

english, 2017

36

[ACM Press the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2017 ACM International Symposium on Wearable Computers - Maui, Hawaii (2017.09.11-2017.09.15)] Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers on - UbiComp '17 - Real-time physical activity and mental stress management with a wristband and a smartphone

Cvetković, Božidara, Gjoreski, Martin, Šorn, Jure, Maslov, Pavel, Kosiedowski, Michał, Bogdański, Maciej, Stroiński, Aleksander, Luštrek, Mitja

Year:

2017

Language:

english

File:

PDF, 671 KB

english, 2017

37

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

Janko, Vito, Cvetković, Božidara, Gradišek, Anton, Luštrek, Mitja, Štrumbelj, Boro, Kajtna, Tanja, Falomir, Zoe, Ortega, Juan A., Martínez, Natividad, Guesguen, Hans

Journal:

Journal of Ambient Intelligence and Smart Environments

Year:

2017

Language:

english

File:

PDF, 458 KB

english, 2017

38

[IEEE 2017 International Conference on Intelligent Environments (IE) - Seoul (2017.8.21-2017.8.25)] 2017 International Conference on Intelligent Environments (IE) - Management of Physical, Mental and Environmental Stress at the Workplace

Cvetkovic, Bozidara, Gjoreski, Martin, Sorn, Jure, Freser, Martin, Bogdanski, Maciej, Jackowska, Katarzyna, Kosiedowski, Michal, Stroinski, Aleksander, Lustrek, Mitja

Year:

2017

Language:

english

File:

PDF, 766 KB

english, 2017

39

Circular RNAs in the cardiovascular system

Gomes, Clarissa P.C., Salgado-Somoza, Antonio, Creemers, Esther E., Dieterich, Christoph, Lustrek, Mitja, Devaux, Yvan

Journal:

Non-coding RNA Research

Year:

2018

Language:

english

File:

PDF, 1.62 MB

english, 2018

40

[ACM Press the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2017 ACM International Symposium on Wearable Computers - Maui, Hawaii (2017.09.11-2017.09.15)] Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers on - UbiComp '17 - Analyzing tennis game through sensor data with machine learning and multi-objective optimization

Mlakar, Miha, Luštrek, Mitja

Year:

2017

Language:

english

File:

PDF, 215 KB

english, 2017

41

[ACM Press the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2017 ACM International Symposium on Wearable Computers - Maui, Hawaii (2017.09.11-2017.09.15)] Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers on - UbiComp '17 - Energy-efficient data collection for context recognition

Janko, Vito, Luštrek, Mitja

Year:

2017

Language:

english

File:

PDF, 310 KB

english, 2017

42

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

Gjoreski, Martin, Gjoreski, Hristijan, Luštrek, Mitja, Gams, Matjaž

Journal:

Year:

2016

Language:

english

File:

PDF, 3.10 MB

english, 2016

43

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

Janko, Vito, Luštrek, Mitja

Journal:

Year:

2017

Language:

english

File:

PDF, 459 KB

english, 2017

44

A Personal Decision Support System for Heart Failure Management (HeartMan): study protocol of the HeartMan randomized controlled trial

Baert, Anneleen, Clays, Els, Bolliger, Larissa, De Smedt, Delphine, Lustrek, Mitja, Vodopija, Aljoša, Bohanec, Marko, Puddu, Paolo Emilio, Ciancarelli, Maria Costanza, Schiariti, Michele, Derboven, Ja

Journal:

BMC Cardiovascular Disorders

Year:

2018

Language:

english

File:

PDF, 846 KB

english, 2018

45

Authentication of key aroma compounds in apple using stable isotope approach

Strojnik, Lidija, Stopar, Matej, Zlatič, Emil, Kokalj, Doris, Gril, Mateja Naglič, Ženko, Bernard, Žnidaršič, Martin, Bohanec, Marko, Boshkovska, Biljana Mileva, Luštrek, Mitja, Gradišek, Anton, Potoč

Journal:

Year:

2018

Language:

english

File:

PDF, 978 KB

english, 2018

46

[ACM Press the 2018 ACM International Joint Conference and 2018 International Symposium - Singapore, Singapore (2018.10.08-2018.10.12)] Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers - UbiComp '18 - Multi-Task Ensemble Learning for Affect Recognition

Gjoreski, Martin, Lustrek, Mitja, Gams, Matjaz

Year:

2018

Language:

english

File:

PDF, 225 KB

english, 2018

47

[ACM Press the 2018 ACM International Joint Conference and 2018 International Symposium - Singapore, Singapore (2018.10.08-2018.10.12)] Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers - UbiComp '18 - Blood Pressure Estimation with a Wristband Optical Sensor

Slapničar, Gašper, Luštrek, Mitja

Year:

2018

Language:

english

File:

PDF, 230 KB

english, 2018

48

[IEEE 2018 14th International Conference on Intelligent Environments (IE) - Roma, Italy (2018.6.25-2018.6.28)] 2018 14th International Conference on Intelligent Environments (IE) - Choosing Duty-Cycle Parameters for Context Recognition

Janko, Vito, Lustrek, Mitja

Year:

2018

Language:

english

File:

PDF, 155 KB

english, 2018

49

[ACM Press the 2018 ACM International Joint Conference and 2018 International Symposium - Singapore, Singapore (2018.10.08-2018.10.12)] Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers - UbiComp '18 - A New Frontier for Activity Recognition

Janko, Vito, Luštrek, Mitja, Rešçiç, Nina, Mlakar, Miha, Drobnič, Vid, Gams, Matjaž, Slapničar, Gašper, Gjoreski, Martin, Bizjak, Jani, Marinko, Matej

Year:

2018

Language:

english

File:

PDF, 376 KB

english, 2018

50

[ACM Press the 2018 ACM International Joint Conference and 2018 International Symposium - Singapore, Singapore (2018.10.08-2018.10.12)] Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers - UbiComp '18 - Applying Multiple Knowledge to Sussex-Huawei Locomotion Challenge

Gjoreski, Martin, Gams, Matjaž, Janko, Vito, Reščič, Nina, Mlakar, Miha, Luštrek, Mitja, Bizjak, Jani, Slapničar, Gašper, Marinko, Matej, Drobnič, Vid

Year:

2018

Language:

english

File:

PDF, 614 KB

english, 2018

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