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Mitja Luštrek
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2020 – today
- 2024
[j50]Gasper Slapnicar
, Wenjin Wang, Mitja Lustrek:
Feasibility of Remote Blood Pressure Estimation via Narrow-band Multi-wavelength Pulse Transit Time. ACM Trans. Sens. Networks 20(4): 77:1-77:21 (2024)- [c80]Daniil E. Kirilenko, Pietro Barbiero, Martin Gjoreski, Mitja Lustrek, Marc Langheinrich:
Generative Models for Counterfactual Explanations. HI-AI@KDD 2024: 18-30 - [c79]Zvezdan Loncarevic, Mitja Lustrek, Andrej Gams:
Evaluation of Classical and Deep Learning Approaches for Human Activity Recognition. MIPRO 2024: 169-174 - 2023
- [j49]Orhan Konak, Robin Van De Water, Valentin Döring, Tobias Fiedler, Lucas Liebe, Leander Masopust, Kirill Postnov, Franz Sauerwald, Felix Treykorn, Alexander Wischmann, Hristijan Gjoreski, Mitja Lustrek, Bert Arnrich:
HARE: Unifying the Human Activity Recognition Engineering Workflow. Sensors 23(23): 9571 (2023) - [c78]Orhan Konak, Lucas Liebe, Kirill Postnov, Franz Sauerwald, Hristijan Gjoreski, Mitja Lustrek, Bert Arnrich:
Overcoming Data Scarcity in Human Activity Recognition. EMBC 2023: 1-7 - [c77]Mitja Lustrek, Junos Lukan, Larissa Bolliger, Emelien Lauwerier, Els Clays:
Designing an Intervention against Occupational Stress Based on Ubiquitous Stress and Context Detection. UbiComp/ISWC Adjunct 2023: 606-610 - [c76]Oscar Mayora, Bert Arnrich, Tiago João Guerreiro, Filipa Ferreira-Brito, Mitja Lustrek, Hristijan Gjoreski:
Digital Therapeutics Evolution What kind of Research Will Make the Difference in this Area? UbiComp/ISWC Adjunct 2023: 788-790 - 2022
- [j48]Stefan Kalabakov, Simon Stankoski, Ivana Kiprijanovska, Andrejaana Andova, Nina Resçiç, Vito Janko, Martin Gjoreski, Matjaz Gams, Mitja Lustrek:
What Actually Works for Activity Recognition in Scenarios with Significant Domain Shift: Lessons Learned from the 2019 and 2020 Sussex-Huawei Challenges. Sensors 22(10): 3613 (2022) - [c75]Gasper Slapnicar, Wenjin Wang, Mitja Lustrek:
Feasibility of Remote Pulse Transit Time Estimation Using Narrow-band Multi-wavelength Camera Photoplethysmography. BHI 2022: 1-5 - [c74]Gasper Slapnicar, Wenjin Wang, Mitja Lustrek:
Feasibility of Remote Pulse Transit Time Estimation Using Narrow-band Multi-wavelength Camera Photoplethysmography. UbiComp/ISWC Adjunct 2022: 115-117 - [c73]Emilija Kizhevska, Filipa Ferreira-Brito, Tiago João Guerreiro, Mitja Lustrek:
Using Virtual Reality to Elicit Empathy: a Narrative Review. VR4Health@MUM 2022: 19-22 - [c72]Filipa Ferreira-Brito, Hristijan Gjoreski, Oscar Mayora, Mitja Lustrek, Emilija Kizhevska, João Guerreiro, Kathrin Gerling, Sergi Bermúdez i Badia, Tiago João Guerreiro:
Virtual Reality for Health and Wellbeing. MUM 2022: 301-303 - [e2]Hernán Humberto Álvarez-Valera, Mitja Lustrek:
Workshops at 18th International Conference on Intelligent Environments (IE2022), Biarritz, France, 20-23 June 2022. Ambient Intelligence and Smart Environments 31, IOS Press 2022, ISBN 978-1-64368-286-0 [contents] - 2021
- [j47]Martin Gjoreski, Bhargavi Mahesh, Tine Kolenik, Jens-Uwe Garbas, Dominik Seuss, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams, Veljko Pejovic:
Cognitive Load Monitoring With Wearables-Lessons Learned From a Machine Learning Challenge. IEEE Access 9: 103325-103336 (2021) - [j46]Juan Antonio Álvarez-García, Bozidara Cvetkovic, Mitja Lustrek:
A Survey on Energy Expenditure Estimation Using Wearable Devices. ACM Comput. Surv. 53(5): 91:1-91:35 (2021) - [j45]Rok Piltaver, Mitja Lustrek, Saso Dzeroski, Martin Gjoreski, Matjaz Gams:
Learning comprehensible and accurate hybrid trees. Expert Syst. Appl. 164: 113980 (2021) - [j44]Marko Bohanec, Gennaro Tartarisco, Flavia Marino, Giovanni Pioggia, Paolo Emilio Puddu, Michele Salvatore Schiariti, Anneleen Baert, Sofie Pardaens, Els Clays, Aljosa Vodopija, Mitja Lustrek:
HeartMan DSS: A decision support system for self-management of congestive heart failure. Expert Syst. Appl. 186: 115688 (2021) - [j43]Vito Janko, Mitja Lustrek:
A General Framework for Making Context-Recognition Systems More Energy Efficient. Sensors 21(3): 766 (2021) - [j42]Gasper Slapnicar, Wenjin Wang, Mitja Lustrek:
Classification of Hemodynamics Scenarios from a Public Radar Dataset Using a Deep Learning Approach. Sensors 21(5): 1836 (2021) - [j41]Simon Stankoski, Marko Jordan, Hristijan Gjoreski, Mitja Lustrek:
Smartwatch-Based Eating Detection: Data Selection for Machine Learning from Imbalanced Data with Imperfect Labels. Sensors 21(5): 1902 (2021) - [c71]Erik Dovgan, Jakob Valic, Gasper Slapnicar, Mitja Lustrek:
Recognition of Behaviour Patterns for People with Profound Intellectual and Multiple Disabilities. UbiComp/ISWC Adjunct 2021: 523-527 - [c70]Junos Lukan, Larissa Bolliger, Els Clays, Oscar Mayora, Venet Osmani, Mitja Lustrek:
Participants' Experience and Adherence in Repeated Measurement Studies Among Office-Based Workers. UbiComp/ISWC Adjunct 2021: 528-531 - [e1]Engie Bashir, Mitja Lustrek:
Intelligent Environments 2021 - Workshop Proceedings of the 17th International Conference on Intelligent Environments, Virtual Event / Dubai, United Arab Emirates, 21-24 June 2021. Ambient Intelligence and Smart Environments 29, IOS Press 2021, ISBN 978-1-64368-186-3 [contents] - 2020
- [j40]Martin Gjoreski, Matjaz Gams, Mitja Lustrek, Pelin Genc, Jens-Uwe Garbas, Teena Hassan:
Machine Learning and End-to-End Deep Learning for Monitoring Driver Distractions From Physiological and Visual Signals. IEEE Access 8: 70590-70603 (2020) - [j39]Martin Gjoreski, Vito Janko, Gasper Slapnicar, Miha Mlakar, Nina Resçiç, Jani Bizjak, Vid Drobnic, Matej Marinko, Nejc Mlakar, Mitja Lustrek, Matjaz Gams:
Classical and deep learning methods for recognizing human activities and modes of transportation with smartphone sensors. Inf. Fusion 62: 47-62 (2020) - [j38]Veljko Pejovic, Martin Gjoreski, Christoph Anderson, Klaus David, Mitja Lustrek:
Toward Cognitive Load Inference for Attention Management in Ubiquitous Systems. IEEE Pervasive Comput. 19(2): 35-45 (2020) - [c69]Aljosa Vodopija, Vito Janko, Mitja Lustrek, Bogdan Filipic:
Constrained Multiobjective Optimization for the Design of Energy-Efficient Context Recognition Systems. BIOMA 2020: 308-320 - [c68]Simon Stankoski, Nina Resçiç, Grega Mezic, Mitja Lustrek:
Real-time Eating Detection Using a Smartwatch. EWSN 2020: 247-252 - [c67]Stefan Kalabakov, Simon Stankoski, Nina Resçiç, Ivana Kiprijanovska, Andrejaana Andova, Clément Picard, Vito Janko, Martin Gjoreski, Mitja Lustrek:
Tackling the SHL challenge 2020 with person-specific classifiers and semi-supervised learning. UbiComp/ISWC Adjunct 2020: 323-328 - [c66]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:
CrowdHEALTH: An e-Health Big Data Driven Platform towards Public Health Policies. ICT4AWE 2020: 241-249
2010 – 2019
- 2019
- [j37]Gasper Slapnicar, Nejc Mlakar, Mitja Lustrek:
Blood Pressure Estimation from Photoplethysmogram Using a Spectro-Temporal Deep Neural Network. Sensors 19(15): 3420 (2019) - [c65]Matej Cigale, Mitja Lustrek:
Multiple Knowledge Categorising Behavioural States and Communication Attempts in People with Profound Intellectual and Multiple Disabilities. AmI (Workshops/Posters) 2019: 46-54 - [c64]Erik Dovgan, Bojan Leskosek, Gregor Jurak, Gregor Starc, Maroje Soric, Mitja Lustrek:
Enhancing BMI-Based Student Clustering by Considering Fitness as Key Attribute. DS 2019: 155-165 - [c63]Parisis Gallos, Santiago Aso, Serge Autexier, Arturo Brotons, Antonio De Nigro, Gregor Jurak, Athanasios Kiourtis, Pavlos Kranas, Dimosthenis Kyriazis, Mitja Lustrek, Andrianna Magdalinou, Ilias Maglogiannis, John Mantas, Antonio Martinez, Andreas Menychtas, Lydia Montandon, Florin Picioroaga, Manuel Perez, Dalibor Stanimirovic, Gregor Starc, Tanja Tomson, Ruth Vilar-Mateo, Ana-Maria Vizitiu:
CrowdHEALTH: Big Data Analytics and Holistic Health Records. EFMI-STC 2019: 255-256 - [c62]Martin Gjoreski, Stefan Kalabakov, Mitja Lustrek, Hristijan Gjoreski:
Cross-dataset deep transfer learning for activity recognition. UbiComp/ISWC Adjunct 2019: 714-718 - [c61]Vito Janko, Martin Gjoreski, Carlo Maria De Masi, Nina Resçiç, Mitja Lustrek, Matjaz Gams:
Cross-location transfer learning for the sussex-huawei locomotion recognition challenge. UbiComp/ISWC Adjunct 2019: 730-735 - [c60]Nina Resçiç, Eva Valencic, Enej Mlinaric, Barbara Korousic-Seljak, Mitja Lustrek:
Mobile nutrition monitoring for well-being. UbiComp/ISWC Adjunct 2019: 1194-1197 - [c59]Gasper Slapnicar, Erik Dovgan, Pia Cuk, Mitja Lustrek:
Contact-Free Monitoring of Physiological Parameters in People With Profound Intellectual and Multiple Disabilities. ICCV Workshops 2019: 1664-1672 - [c58]Michal Kosiedowski, Arkadiusz Radziuk, Piotr Szymaniak, Wojciech Kapsa, Tomasz Rajtar, Maciej Stroinski, Carmen Campomanes-Álvarez, B. Rosario Campomanes-Álvarez, Mitja Lustrek, Matej Cigale, Erik Dovgan, Gasper Slapnicar:
On Applying Ambient Intelligence to Assist People with Profound Intellectual and Multiple Disabilities. IntelliSys (2) 2019: 895-914 - [c57]Vito Janko, Mitja Lustrek:
Cost-Sensitive Trees for Energy-Efficient Context Recognition. Intelligent Environments 2019: 64-67 - [p1]Vito Janko, Martin Gjoreski, Gasper Slapnicar, Miha Mlakar, Nina Resçiç, Jani Bizjak, Vid Drobnic, Matej Marinko, Nejc Mlakar, Matjaz Gams, Mitja Lustrek:
Winning the Sussex-Huawei Locomotion-Transportation Recognition Challenge. Human Activity Sensing 2019: 233-250 - 2018
- [j36]Martin Gjoreski, Blagoj Mitrevski, Mitja Lustrek, Matjaz Gams:
An Inter-domain Study for Arousal Recognition from Physiological Signals. Informatica (Slovenia) 42(1) (2018) - [j35]Mitja Lustrek, Jure Zabkar, Marko Grobelnik:
Introduction to the Special Anniversary Issue on "AI in Slovenia". Informatica (Slovenia) 42(1) (2018) - [j34]Gasper Slapnicar, Mitja Lustrek, Matej Marinko:
Continuous Blood Pressure Estimation from PPG Signal. Informatica (Slovenia) 42(1) (2018) - [j33]Vito Janko, Mitja Lustrek:
Using Markov Chains and Multi-Objective Optimization for Energy-Efficient Context Recognition. Sensors 18(1): 80 (2018) - [c56]Junos Lukan, Martin Gjoreski, Heidi Mauersberger, Annekatrin Hoppe, Ursula Hess, Mitja Lustrek:
Analysing Physiology of Interpersonal Conflicts Using a Wrist Device. AmI 2018: 162-167 - [c55]Martin Gjoreski, Mitja Lustrek, Matjaz Gams:
Multi-Task Ensemble Learning for Affect Recognition. UbiComp/ISWC Adjunct 2018: 553-558 - [c54]Gasper Slapnicar, Mitja Lustrek:
Blood Pressure Estimation with a Wristband Optical Sensor. UbiComp/ISWC Adjunct 2018: 758-761 - [c53]Martin Gjoreski, Mitja Lustrek, Veljko Pejovic:
My Watch Says I'm Busy: Inferring Cognitive Load with Low-Cost Wearables. UbiComp/ISWC Adjunct 2018: 1234-1240 - [c52]Martin Gjoreski, Vito Janko, Nina Resçiç, Miha Mlakar, Mitja Lustrek, Jani Bizjak, Gasper Slapnicar, Matej Marinko, Vid Drobnic, Matjaz Gams:
Applying Multiple Knowledge to Sussex-Huawei Locomotion Challenge. UbiComp/ISWC Adjunct 2018: 1488-1496 - [c51]Vito Janko, Nina Resçiç, Miha Mlakar, Vid Drobnic, Matjaz Gams, Gasper Slapnicar, Martin Gjoreski, Jani Bizjak, Matej Marinko, Mitja Lustrek:
A New Frontier for Activity Recognition: The Sussex-Huawei Locomotion Challenge. UbiComp/ISWC Adjunct 2018: 1511-1520 - [c50]Anton Gradisek, Miha Mlakar, Matej Cigale, Luka Lajovic, Mitja Lustrek, Maroje Soric, Gregor Starc, Bojan Leskosek, Gregor Jurak:
Physical Fitness Forecasting and Risk Estimation in Slovenian Schoolchildren. ICIMTH 2018: 125-128 - [c49]Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams:
Deep Ensembles for Inter-Domain Arousal Recognition. AffComp@IJCAI 2018: 52-64 - [c48]Vito Janko, Mitja Lustrek:
Choosing Duty-Cycle Parameters for Context Recognition. Intelligent Environments 2018: 83-86 - 2017
- [j32]Damjan Kuznar, Rok Piltaver, Anton Gradisek, Matjaz Gams, Mitja Lustrek:
An intelligent system to monitor refrigeration devices. Expert Syst. J. Knowl. Eng. 34(5) (2017) - [j31]Vito Janko, Bozidara Cvetkovic, Anton Gradisek, Mitja Lustrek, Boro Strumbelj, Tanja Kajtna:
e-Gibalec: Mobile application to monitor and encourage physical activity in schoolchildren. J. Ambient Intell. Smart Environ. 9(5): 595-609 (2017) - [j30]Martin Gjoreski, Mitja Lustrek, Matjaz Gams, Hristijan Gjoreski:
Monitoring stress with a wrist device using context. J. Biomed. Informatics 73: 159-170 (2017) - [c47]Miha Mlakar, Mitja Lustrek:
Analyzing tennis game through sensor data with machine learning and multi-objective optimization. UbiComp/ISWC Adjunct 2017: 153-156 - [c46]Bozidara Cvetkovic, Martin Gjoreski, Jure Sorn, Pavel Maslov, Michal Kosiedowski, Maciej Bogdanski, Aleksander Stroinski, Mitja Lustrek:
Real-time physical activity and mental stress management with a wristband and a smartphone. UbiComp/ISWC Adjunct 2017: 225-228 - [c45]Vito Janko, Mitja Lustrek:
Energy-efficient data collection for context recognition. UbiComp/ISWC Adjunct 2017: 458-463 - [c44]Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams:
Deep affect recognition from R-R intervals. UbiComp/ISWC Adjunct 2017: 754-762 - [c43]Dimosthenis Kyriazis, Serge Autexier, Ivan Brondino, Michael J. Boniface, Lucas Donat, Vegard Engen, Rafael Fernandez, Ricardo Jiménez-Peris, Blanca Jordan, Gregor Jurak, Athanasios Kiourtis, Thanos Kosmidis, Mitja Lustrek, Ilias Maglogiannis, John Mantas, Antonio Martinez, Argyro Mavrogiorgou, Andreas Menychtas, Lydia Montandon, Cosmin-Septimiu Nechifor, Sokratis Nifakos, Alexandra Papageorgiou, Marta Patiño-Martínez, Manuel Perez, Vassilis P. Plagianakos, Dalibor Stanimirovic, Gregor Starc, Tanja Tomson, Francesco Torelli, Vicente Traver Salcedo, George Vassilacopoulos, Usman Wajid:
CrowdHEALTH: Holistic Health Records and Big Data Analytics for Health Policy Making and Personalized Health. ICIMTH 2017: 19-23 - [c42]Bozidara Cvetkovic, Martin Gjoreski, Jure Sorn, Martin Freser, Maciej Bogdanski, Katarzyna Jackowska, Michal Kosiedowski, Aleksander Stroinski, Mitja Lustrek:
Management of Physical, Mental and Environmental Stress at the Workplace. Intelligent Environments 2017: 76-83 - [c41]Bozidara Cvetkovic, Martin Gjoreski, Jure Sorn, Pavel Maslov, Mitja Lustrek:
Monitoring Physical Activity and Mental Stress Using Wrist-Worn Device and a Smartphone. ECML/PKDD (3) 2017: 414-418 - 2016
- [j29]Rob Patro, Raquel Norel, Robert J. Prill, Julio Saez-Rodriguez, Peter Lorenz, Felix Steinbeck, Bjoern Ziems, Mitja Lustrek, Nicola Barbarini, Alessandra Tiengo, Riccardo Bellazzi, Hans-Jürgen Thiesen, Gustavo Stolovitzky, Carl Kingsford:
A computational method for designing diverse linear epitopes including citrullinated peptides with desired binding affinities to intravenous immunoglobulin. BMC Bioinform. 17: 155 (2016) - [j28]Rok Piltaver, Mitja Lustrek, Matjaz Gams, Sanda Martincic-Ipsic:
What makes classification trees comprehensible? Expert Syst. Appl. 62: 333-346 (2016) - [j27]Bozidara Cvetkovic, Hristijan Gjoreski, Vito Janko, Bostjan Kaluza, Anton Gradisek, Igor Jurincic, Anton Gosar, Simon Kerma, Gregor Balazic, Mitja Lustrek:
e-Turist: An Intelligent Personalised Trip Guide. Informatica (Slovenia) 40(4) (2016) - [j26]Bozidara Cvetkovic, Vito Janko, Alfonso E. Romero, Özgür Kafali, Kostas Stathis, Mitja Lustrek:
Activity Recognition for Diabetic Patients Using a Smartphone. J. Medical Syst. 40(12): 256:1-256:8 (2016) - [j25]Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams:
How Accurately Can Your Wrist Device Recognize Daily Activities and Detect Falls? Sensors 16(6): 800 (2016) - [j24]Bozidara Cvetkovic, Radoje Milic, Mitja Lustrek:
Estimating Energy Expenditure With Multiple Models Using Different Wearable Sensors. IEEE J. Biomed. Health Informatics 20(4): 1081-1087 (2016) - [c40]Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams:
Continuous Live Stress Monitoring with a Wristband. ECAI 2016: 1803-1804 - [c39]Martin Freser, Anton Gradisek, Bozidara Cvetkovic, Mitja Lustrek:
An intelligent system to improve T-H-C parameters at the workplace. UbiComp Adjunct 2016: 61-64 - [c38]Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams:
Continuous stress detection using a wrist device: in laboratory and real life. UbiComp Adjunct 2016: 1185-1193 - [c37]Martin Freser, Bozidara Cvetkovic, Anton Gradisek, Mitja Lustrek:
Anticipatory system for T-H-C dynamics in room with real and virtual sensors. UbiComp Adjunct 2016: 1267-1274 - [c36]Bozidara Cvetkovic, Vito Janko, Anton Gradisek, Mitja Lustrek, Tanja Kajtna, Boro Strumbelj:
Mobile Application to Stimulate Physical Activity in Schoolchildren. Intelligent Environments 2016: 206-209 - 2015
- [j23]Hristijan Gjoreski, Bostjan Kaluza, Matjaz Gams, Radoje Milic, Mitja Lustrek:
Context-based ensemble method for human energy expenditure estimation. Appl. Soft Comput. 37: 960-970 (2015) - [j22]Domen Zupancic, Mitja Lustrek, Matjaz Gams:
Multi-Agent Architecture for Control of Heating and Cooling in a Residential Space. Comput. J. 58(6): 1314-1329 (2015) - [j21]Domen Zupancic, Mitja Lustrek, Matjaz Gams:
Trade-off between Energy Consumption and Comfort Experience in Smart Buildings. Inf. Technol. Control. 44(4): 420-432 (2015) - [j20]Bozidara Cvetkovic, Bostjan Kaluza, Matjaz Gams, Mitja Lustrek:
Adapting activity recognition to a person with Multi-Classifier Adaptive Training. J. Ambient Intell. Smart Environ. 7(2): 171-185 (2015) - [j19]Hristijan Gjoreski, Simon Kozina, Matjaz Gams, Mitja Lustrek, Juan Antonio Álvarez-García, Jin-Hyuk Hong, Anind K. Dey, Maurizio Bocca, Neal Patwari:
Competitive Live Evaluations of Activity-Recognition Systems. IEEE Pervasive Comput. 14(1): 70-77 (2015) - [j18]Mitja Lustrek, Hristijan Gjoreski, Narciso González Vega, Simon Kozina, Bozidara Cvetkovic, Violeta Mirchevska, Matjaz Gams:
Fall Detection Using Location Sensors and Accelerometers. IEEE Pervasive Comput. 14(4): 72-79 (2015) - [c35]Bozidara Cvetkovic, Violeta Mirchevska, Vito Janko, Mitja Lustrek:
Recognition of high-level activities with a smartphone. UbiComp/ISWC Adjunct 2015: 1453-1461 - [c34]Hristijan Gjoreski, Matjaz Gams, Mitja Lustrek:
Human Activity Recognition: From Controlled Lab Experiments to Competitive Live Evaluation. ICDM Workshops 2015: 139-145 - [c33]Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams:
Automatic Detection of Perceived Stress in Campus Students Using Smartphones. Intelligent Environments 2015: 132-135 - [c32]Bozidara Cvetkovic, Vito Janko, Mitja Lustrek:
Demo abstract: Activity recognition and human energy expenditure estimation with a smartphone. PerCom Workshops 2015: 193-195 - [c31]Mitja Lustrek, Bozidara Cvetkovic, Violeta Mirchevska, Özgür Kafali, Alfonso E. Romero, Kostas Stathis:
Recognising lifestyle activities of diabetic patients with a smartphone. PervasiveHealth 2015: 317-324 - 2014
- [j17]Violeta Mirchevska, Mitja Lustrek, Andraz Bezek, Matjaz Gams:
Discovering Strategic Behaviour of Multi-Agent Systems in Adversary Settings. Comput. Informatics 33(1): 79-108 (2014) - [j16]Violeta Mirchevska, Mitja Lustrek, Matjaz Gams:
Combining domain knowledge and machine learning for robust fall detection. Expert Syst. J. Knowl. Eng. 31(2): 163-175 (2014) - [j15]Bostjan Kaluza, Bozidara Cvetkovic, Erik Dovgan, Hristijan Gjoreski, Matjaz Gams, Mitja Lustrek, Violeta Mirchevska:
A Multi-Agent Care System to Support Independent Living. Int. J. Artif. Intell. Tools 23(1) (2014) - [j14]Hristijan Gjoreski, Matjaz Gams, Mitja Lustrek:
Context-based fall detection and activity recognition using inertial and location sensors. J. Ambient Intell. Smart Environ. 6(4): 419-433 (2014) - [c30]Mitja Lustrek, Bozidara Cvetkovic, Vito Janko:
Monitoring Patients' Lifestyle with a Smartphone and Other Devices Placed Freely on the Body. AmI 2014: 96-99 - [c29]Maja Somrak, Anton Gradisek, Mitja Lustrek, Ana Mlinar, Miha Sok, Matjaz Gams:
Medical diagnostics based on combination of sensor and user-provided data. AI-AM/NetMed@ECAI 2014: 36-40 - [c28]Rok Piltaver, Mitja Lustrek, Jernej Zupancic, Saso Dzeroski, Matjaz Gams:
Multi-objective learning of hybrid classifiers. ECAI 2014: 717-722 - [c27]Hristijan Gjoreski, Simon Kozina, Mitja Lustrek, Matjaz Gams:
Using multiple contexts to distinguish standing from sitting with a single accelerometer. ECAI 2014: 1015-1016 - [c26]Hristijan Gjoreski, Aleksandra Rashkovska, Simon Kozina, Mitja Lustrek, Matjaz Gams:
Telehealth using ECG sensor and accelerometer. MIPRO 2014: 270-274 - [c25]Hristijan Gjoreski, Simon Kozina, Matjaz Gams, Mitja Lustrek:
RAReFall - Real-time activity recognition and fall detection system. PerCom Workshops 2014: 145-147 - [c24]Rok Piltaver, Mitja Lustrek, Matjaz Gams:
Multi-objective learning of accurate and comprehensible classifiers - A case study. STAIRS 2014: 220-229 - 2013
- [c23]Bozidara Cvetkovic, Bostjan Kaluza, Radoje Milic, Mitja Lustrek:
Towards Human Energy Expenditure Estimation Using Smart Phone Inertial Sensors. AmI 2013: 94-108 - [c22]Bozidara Cvetkovic, Simon Kozina, Bostjan Kaluza, Mitja Lustrek:
Energy Expenditure Estimation DEMO Application. AmI 2013: 281-286 - [c21]Simon Kozina, Hristijan Gjoreski, Matjaz Gams, Mitja Lustrek:
Efficient Activity Recognition and Fall Detection Using Accelerometers. EvAAL 2013: 13-23 - [c20]Hristijan Gjoreski, Bostjan Kaluza, Matjaz Gams, Radoje Milic, Mitja Lustrek:
Ensembles of multiple sensors for human energy expenditure estimation. UbiComp 2013: 359-362 - 2012
- [j13]Lena Scheubert, Mitja Lustrek, Rainer Schmidt, Dirk Repsilber, Georg Fuellen:
Tissue-based Alzheimer gene expression markers - comparison of multiple machine learning approaches and investigation of redundancy in small biomarker sets. BMC Bioinform. 13: 266 (2012) - [j12]Rok Piltaver, Mitja Lustrek, Matjaz Gams:
The pathology of heuristic search in the 8-puzzle. J. Exp. Theor. Artif. Intell. 24(1): 65-94 (2012) - [j11]Mitja Lustrek, Ivan Bratko, Matjaz Gams:
Independent-valued minimax: Pathological or beneficial? Theor. Comput. Sci. 422: 59-77 (2012) - [c19]Bostjan Kaluza, Mitja Lustrek, Erik Dovgan, Matjaz Gams:
Context-aware MAS to support elderly people (demonstration). AAMAS 2012: 1485-1486 - [c18]Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams:
Context-Based Fall Detection Using Inertial and Location Sensors. AmI 2012: 1-16 - [c17]Bozidara Cvetkovic, Bostjan Kaluza, Mitja Lustrek, Matjaz Gams:
Multi-Classifier Adaptive Training: Specialising an Activity Recognition Classifier Using Semi-supervised Learning. AmI 2012: 193-207 - [c16]Mitja Lustrek, Bostjan Kaluza, Bozidara Cvetkovic, Erik Dovgan, Hristijan Gjoreski, Violeta Mirchevska, Matjaz Gams:
Confidence: Ubiquitous Care System to Support Independent Living. ECAI 2012: 1013-1014 - [c15]Carlos Cavero Barca, Juan Mario Rodríguez, Rosana Valle Soriano, Alberto Rugnone, Francesco Foresti, Elena Tamburini, Cristiano Paggetti, John V. Gialelis, Petros Chondros, Christos Panagiotou, Maitena Ilardia, Iñaki Eguia, Paolo Emilio Puddu, Mitja Lustrek:
Medical Expert Support Tool (MEST): A Person-Centric Approach for Healthcare Management. ICOST 2012: 99-106 - [c14]Héctor Solar, Erik Fernández, Gennaro Tartarisco, Giovanni Pioggia, Bozidara Cvetkovic, Simon Kozina, Mitja Lustrek, Jure Lampe:
A Non Invasive, Wearable Sensor Platform for Multi-parametric Remote Monitoring in CHF Patients. ICOST 2012: 140-147 - [c13]Mitja Lustrek, Bozidara Cvetkovic, Simon Kozina:
Energy expenditure estimation with wearable accelerometers. ISCAS 2012: 5-8 - 2011
- [c12]Bostjan Kaluza, Erik Dovgan, Violeta Mirchevska, Mitja Lustrek, Matjaz Gams:
Intelligent Monitoring of the Elderly in Home Environment. AAAI Spring Symposium: AI and Health Communication 2011 - [c11]Mitja Lustrek, Hristijan Gjoreski, Simon Kozina, Bozidara Cvetkovic, Violeta Mirchevska, Matjaz Gams:
Detecting Falls with Location Sensors and Accelerometers. IAAI 2011: 1662-1667 - [c10]Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams:
Accelerometer Placement for Posture Recognition and Fall Detection. Intelligent Environments 2011: 47-54 - [c9]Bostjan Kaluza, Erik Dovgan, Violeta Mirchevska, Bozidara Cvetkovic, Mitja Lustrek, Matjaz Gams:
A Multi-Agent System for Remote Eldercare. PAAMS (Workshops) 2011: 33-40 - 2010
- [j10]Dana S. Nau, Mitja Lustrek, Austin Parker, Ivan Bratko, Matjaz Gams:
When is it better not to look ahead? Artif. Intell. 174(16-17): 1323-1338 (2010) - [c8]Bostjan Kaluza, Violeta Mirchevska, Erik Dovgan, Mitja Lustrek, Matjaz Gams:
An Agent-Based Approach to Care in Independent Living. AmI 2010: 177-186 - [d1]Vedrana Vidulin, Mitja Lustrek, Bostjan Kaluza, Rok Piltaver, Jana Krivec:
Localization Data for Person Activity. UCI Machine Learning Repository, 2010
2000 – 2009
- 2009
- [j9]Mitja Lustrek, Bostjan Kaluza:
Fall Detection and Activity Recognition with Machine Learning. Informatica (Slovenia) 33(2): 197-204 (2009) - [j8]Vedrana Vidulin, Mitja Lustrek, Matjaz Gams:
Multi-Label Approaches to Web Genre Identification. J. Lang. Technol. Comput. Linguistics 24(1): 97-114 (2009) - [c7]Mitja Lustrek, Bostjan Kaluza, Erik Dovgan, Bogdan Pogorelc, Matjaz Gams:
Behavior Analysis Based on Coordinates of Body Tags. AmI 2009: 14-23 - [c6]Violeta Mirchevska, Mitja Lustrek, Igone Vélez, Narciso González Vega, Matjaz Gams:
Classifying Posture Based on Location of Radio Tags. AMIF 2009: 85-92 - 2008
- [j7]Mitja Lustrek:
Pathology in heuristic search. AI Commun. 21(2-3): 211-213 (2008) - [j6]Vadim Bulitko, Mitja Lustrek, Jonathan Schaeffer, Yngvi Björnsson, Sverrir Sigmundarson:
Dynamic Control in Real-Time Heuristic Search. J. Artif. Intell. Res. 32: 419-452 (2008) - [c5]Mitja Lustrek, Vadim Bulitko:
Thinking Too Much: Pathology in Pathfinding. ECAI 2008: 899-900 - 2007
- [j5]Vedrana Vidulin, Mitja Lustrek, Matjaz Gams:
Training the Genre Classifier for Automatic Classification of Web Pages. J. Comput. Inf. Technol. 15(4): 305-311 (2007) - [c4]Vedrana Vidulin, Mitja Lustrek, Matjaz Gams:
Evaluation of Different Approaches to Training a Genre Classifier. Artificial Intelligence and Pattern Recognition 2007: 515-520 - [c3]Vadim Bulitko, Yngvi Björnsson, Mitja Lustrek, Jonathan Schaeffer, Sverrir Sigmundarson:
Dynamic Control in Path-Planning with Real-Time Heuristic Search. ICAPS 2007: 49-56 - 2006
- [j4]Mitja Lustrek, Matjaz Gams, Ivan Bratko:
Is real-valued minimax pathological? Artif. Intell. 170(6-7): 620-642 (2006) - [j3]Aleksander Pivk, Matjaz Gams, Mitja Lustrek:
Semantic Search in Tabular Structures. Informatica (Slovenia) 30(2): 143-152 (2006) - [j2]Domen Marincic, Matjaz Gams, Mitja Lustrek:
Knowledge vs. Simulation for Bidding in Tarok. Informatica (Slovenia) 30(4): 467-476 (2006) - [c2]Vadim Bulitko, Mitja Lustrek:
Lookahead Pathology in Real-Time Path-Finding. AAAI 2006 - 2005
- [c1]Mitja Lustrek, Matjaz Gams, Ivan Bratko:
Why Minimax Works: An Alternative Explanation. IJCAI 2005: 212-217 - 2003
- [j1]Mitja Lustrek, Matjaz Gams, Ivan Bratko:
A Program for Playing Tarok. J. Int. Comput. Games Assoc. 26(3): 190-197 (2003)
Coauthor Index
[j48] [j47] [j45] [j40] [j39] [c61] [p1] [j36] [c55] [c52] [c51] [c49] [j32] [j30] [c44] [j28] [j25] [c40] [c38] [j23] [j22] [j21] [j20] [j19] [j18] [c34] [c33] [j17] [j16] [j15] [j14] [c29] [c28] [c27] [c26] [c25] [c24] [c21] [c20] [j12] [j11] [c19] [c18] [c17] [c16] [c12] [c11] [c10] [c9] [j10] [c8] [j8] [c7] [c6] [j5] [c4] [j4] [j3] [j2] [c1] [j1]
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