Mitja Lustrek - RankMe

139 papers A* 3A 6B 11C 5Misc 1Journal 55Unranked 57

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Two-Stage Methodology Combining Clustering and Predictive Models to Estimate the Levels of Participants' Empathy and Other Affective States During Virtual Reality Sessions. IEEE Access Emilija Kizhevska, Hristijan Gjoreski, Mitja Lustrek
2026	J	`jnl`	Intelligent Supportive System for People with Profound Intellectual and Multiple Disabilities. Adv. Intell. Syst. Gasper Slapnicar, Michal Kosiedowski, Arkadiusz Radziuk, Erik Dovgan, Torsten Hammann, Meike Engelhardt, Christin Kupitz, Carmen Campomanes-Álvarez, Dorota Janczewska, Peter Zentel, Mitja Lustrek
2025	J	`jnl`	A Review of Methods for Unobtrusive Measurement of Work-Related Well-Being. Mach. Learn. Knowl. Extr. Zoja Anzur, Klara Zinkovic, Junos Lukan, Pietro Barbiero, Gasper Slapnicar, Mohan Li, Martin Gjoreski, Maike E. Debus, Sebastijan Trojer, Mitja Lustrek, Marc Langheinrich
2025	J	`jnl`	A Survey on Federated Learning in Human Sensing. CoRR Mohan Li, Martin Gjoreski, Pietro Barbiero, Gasper Slapnicar, Mitja Lustrek, Nicholas D. Lane, Marc Langheinrich
2025	J	`jnl`	Drinking event detection on a sensing wristband using machine learning. J. Ambient Intell. Smart Environ. Vincent Cergolj, Simon Stankoski, Matija Pirc, Mitja Lustrek
2024	—	`conf`	A Feature-Based Approach for Subtle Emotion Recognition in Realistic Scenarios. UbiComp Companion Sebastijan Trojer, Zoja Anzur, Martin Gjoreski, Gasper Slapnicar, Mitja Lustrek
2024	—	`conf`	Evaluation of Classical and Deep Learning Approaches for Human Activity Recognition. MIPRO Zvezdan Loncarevic, Mitja Lustrek, Andrej Gams
2024	J	`jnl`	Feasibility of Remote Blood Pressure Estimation via Narrow-band Multi-wavelength Pulse Transit Time. ACM Trans. Sens. Networks Gasper Slapnicar, Wenjin Wang, Mitja Lustrek
2024	—	`conf`	Generative Models for Counterfactual Explanations. HI-AI@KDD Daniil E. Kirilenko, Pietro Barbiero, Martin Gjoreski, Mitja Lustrek, Marc Langheinrich
2023	—	`conf`	Designing an Intervention against Occupational Stress Based on Ubiquitous Stress and Context Detection. UbiComp/ISWC Adjunct Mitja Lustrek, Junos Lukan, Larissa Bolliger, Emelien Lauwerier, Els Clays
2023	—	`conf`	Digital Therapeutics Evolution What kind of Research Will Make the Difference in this Area? UbiComp/ISWC Adjunct Oscar Mayora, Bert Arnrich, Tiago João Guerreiro, Filipa Ferreira-Brito, Mitja Lustrek, Hristijan Gjoreski
2023	J	`jnl`	HARE: Unifying the Human Activity Recognition Engineering Workflow. Sensors 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
2023	—	`conf`	Overcoming Data Scarcity in Human Activity Recognition. EMBC Orhan Konak, Lucas Liebe, Kirill Postnov, Franz Sauerwald, Hristijan Gjoreski, Mitja Lustrek, Bert Arnrich
2022	—	`conf`	Feasibility of Remote Pulse Transit Time Estimation Using Narrow-band Multi-wavelength Camera Photoplethysmography. BHI Gasper Slapnicar, Wenjin Wang, Mitja Lustrek
2022	—	`conf`	Feasibility of Remote Pulse Transit Time Estimation Using Narrow-band Multi-wavelength Camera Photoplethysmography. UbiComp/ISWC Adjunct Gasper Slapnicar, Wenjin Wang, Mitja Lustrek
2022	—	`conf`	Using Virtual Reality to Elicit Empathy: a Narrative Review. VR4Health@MUM Emilija Kizhevska, Filipa Ferreira-Brito, Tiago João Guerreiro, Mitja Lustrek
2022	B	`conf`	Virtual Reality for Health and Wellbeing. MUM Filipa Ferreira-Brito, Hristijan Gjoreski, Oscar Mayora, Mitja Lustrek, Emilija Kizhevska, João Guerreiro, Kathrin Gerling, Sergi Bermúdez i Badia, Tiago João Guerreiro
2022	J	`jnl`	What Actually Works for Activity Recognition in Scenarios with Significant Domain Shift: Lessons Learned from the 2019 and 2020 Sussex-Huawei Challenges. Sensors Stefan Kalabakov, Simon Stankoski, Ivana Kiprijanovska, Andrejaana Andova, Nina Resçiç, Vito Janko, Martin Gjoreski, Matjaz Gams, Mitja Lustrek
2022	B	`ed.`	Workshops at 18th International Conference on Intelligent Environments (IE2022), Biarritz, France, 20-23 June 2022. Intelligent Environments (Workshops) Hernán Humberto Álvarez-Valera, Mitja Lustrek
2021	J	`jnl`	A General Framework for Making Context-Recognition Systems More Energy Efficient. Sensors Vito Janko, Mitja Lustrek
2021	J	`jnl`	A Survey on Energy Expenditure Estimation Using Wearable Devices. ACM Comput. Surv. Juan Antonio Álvarez-García, Bozidara Cvetkovic, Mitja Lustrek
2021	J	`jnl`	Classification of Hemodynamics Scenarios from a Public Radar Dataset Using a Deep Learning Approach. Sensors Gasper Slapnicar, Wenjin Wang, Mitja Lustrek
2021	J	`jnl`	Cognitive Load Monitoring With Wearables-Lessons Learned From a Machine Learning Challenge. IEEE Access Martin Gjoreski, Bhargavi Mahesh, Tine Kolenik, Jens-Uwe Garbas, Dominik Seuss, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams, Veljko Pejovic
2021	J	`jnl`	HeartMan DSS: A decision support system for self-management of congestive heart failure. Expert Syst. Appl. Marko Bohanec, Gennaro Tartarisco, Flavia Marino, Giovanni Pioggia, Paolo Emilio Puddu, Michele Salvatore Schiariti, Anneleen Baert, Sofie Pardaens, Els Clays, Aljosa Vodopija, Mitja Lustrek
2021	B	`ed.`	Intelligent Environments 2021 - Workshop Proceedings of the 17th International Conference on Intelligent Environments, Virtual Event / Dubai, United Arab Emirates, 21-24 June 2021 Intelligent Environments (Workshops) Engie Bashir, Mitja Lustrek
2021	J	`jnl`	Learning comprehensible and accurate hybrid trees. Expert Syst. Appl. Rok Piltaver, Mitja Lustrek, Saso Dzeroski, Martin Gjoreski, Matjaz Gams
2021	—	`conf`	Participants' Experience and Adherence in Repeated Measurement Studies Among Office-Based Workers. UbiComp/ISWC Adjunct Junos Lukan, Larissa Bolliger, Els Clays, Oscar Mayora, Venet Osmani, Mitja Lustrek
2021	—	`conf`	Recognition of Behaviour Patterns for People with Profound Intellectual and Multiple Disabilities. UbiComp/ISWC Adjunct Erik Dovgan, Jakob Valic, Gasper Slapnicar, Mitja Lustrek
2021	J	`jnl`	Smartwatch-Based Eating Detection: Data Selection for Machine Learning from Imbalanced Data with Imperfect Labels. Sensors Simon Stankoski, Marko Jordan, Hristijan Gjoreski, Mitja Lustrek
2020	J	`jnl`	Classical and deep learning methods for recognizing human activities and modes of transportation with smartphone sensors. Inf. Fusion Martin Gjoreski, Vito Janko, Gasper Slapnicar, Miha Mlakar, Nina Resçiç, Jani Bizjak, Vid Drobnic, Matej Marinko, Nejc Mlakar, Mitja Lustrek, Matjaz Gams
2020	—	`conf`	Constrained Multiobjective Optimization for the Design of Energy-Efficient Context Recognition Systems. BIOMA Aljosa Vodopija, Vito Janko, Mitja Lustrek, Bogdan Filipic
2020	C	`conf`	CrowdHEALTH: An e-Health Big Data Driven Platform towards Public Health Policies. ICT4AWE 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
2020	J	`jnl`	Machine Learning and End-to-End Deep Learning for Monitoring Driver Distractions From Physiological and Visual Signals. IEEE Access Martin Gjoreski, Matjaz Gams, Mitja Lustrek, Pelin Genc, Jens-Uwe Garbas, Teena Hassan
2020	B	`conf`	Real-time Eating Detection Using a Smartwatch. EWSN Simon Stankoski, Nina Resçiç, Grega Mezic, Mitja Lustrek
2020	—	`conf`	Tackling the SHL challenge 2020 with person-specific classifiers and semi-supervised learning. UbiComp/ISWC Adjunct Stefan Kalabakov, Simon Stankoski, Nina Resçiç, Ivana Kiprijanovska, Andrejaana Andova, Clément Picard, Vito Janko, Martin Gjoreski, Mitja Lustrek
2020	J	`jnl`	Toward Cognitive Load Inference for Attention Management in Ubiquitous Systems. IEEE Pervasive Comput. Veljko Pejovic, Martin Gjoreski, Christoph Anderson, Klaus David, Mitja Lustrek
2019	J	`jnl`	Blood Pressure Estimation from Photoplethysmogram Using a Spectro-Temporal Deep Neural Network. Sensors Gasper Slapnicar, Nejc Mlakar, Mitja Lustrek
2019	—	`conf`	Contact-Free Monitoring of Physiological Parameters in People With Profound Intellectual and Multiple Disabilities. ICCV Workshops Gasper Slapnicar, Erik Dovgan, Pia Cuk, Mitja Lustrek
2019	B	`conf`	Cost-Sensitive Trees for Energy-Efficient Context Recognition. Intelligent Environments Vito Janko, Mitja Lustrek
2019	—	`conf`	Cross-dataset deep transfer learning for activity recognition. UbiComp/ISWC Adjunct Martin Gjoreski, Stefan Kalabakov, Mitja Lustrek, Hristijan Gjoreski
2019	—	`conf`	Cross-location transfer learning for the sussex-huawei locomotion recognition challenge. UbiComp/ISWC Adjunct Vito Janko, Martin Gjoreski, Carlo Maria De Masi, Nina Resçiç, Mitja Lustrek, Matjaz Gams
2019	—	`conf`	CrowdHEALTH: Big Data Analytics and Holistic Health Records. EFMI-STC 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 Martínez, Andreas Menychtas, Lydia Montandon, Florin Picioroaga, Manuel Perez, Dalibor Stanimirovic, Gregor Starc, Tanja Tomson, Ruth Vilar-Mateo, Ana-Maria Vizitiu
2019	B	`conf`	Enhancing BMI-Based Student Clustering by Considering Fitness as Key Attribute. DS Erik Dovgan, Bojan Leskosek, Gregor Jurak, Gregor Starc, Maroje Soric, Mitja Lustrek
2019	—	`conf`	Mobile nutrition monitoring for well-being. UbiComp/ISWC Adjunct Nina Resçiç, Eva Valencic, Enej Mlinaric, Barbara Korousic-Seljak, Mitja Lustrek
2019	—	`conf`	Multiple Knowledge Categorising Behavioural States and Communication Attempts in People with Profound Intellectual and Multiple Disabilities. AmI (Workshops/Posters) Matej Cigale, Mitja Lustrek
2019	—	`conf`	On Applying Ambient Intelligence to Assist People with Profound Intellectual and Multiple Disabilities. IntelliSys (2) 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
2019	—	`ch.`	Winning the Sussex-Huawei Locomotion-Transportation Recognition Challenge. Human Activity Sensing Vito Janko, Martin Gjoreski, Gasper Slapnicar, Miha Mlakar, Nina Resçiç, Jani Bizjak, Vid Drobnic, Matej Marinko, Nejc Mlakar, Matjaz Gams, Mitja Lustrek
2018	—	`conf`	A New Frontier for Activity Recognition: The Sussex-Huawei Locomotion Challenge. UbiComp/ISWC Adjunct Vito Janko, Nina Resçiç, Miha Mlakar, Vid Drobnic, Matjaz Gams, Gasper Slapnicar, Martin Gjoreski, Jani Bizjak, Matej Marinko, Mitja Lustrek
2018	J	`jnl`	An Inter-domain Study for Arousal Recognition from Physiological Signals. Informatica (Slovenia) Martin Gjoreski, Blagoj Mitrevski, Mitja Lustrek, Matjaz Gams
2018	—	`conf`	Analysing Physiology of Interpersonal Conflicts Using a Wrist Device. AmI Junos Lukan, Martin Gjoreski, Heidi Mauersberger, Annekatrin Hoppe, Ursula Hess, Mitja Lustrek
2018	—	`conf`	Applying Multiple Knowledge to Sussex-Huawei Locomotion Challenge. UbiComp/ISWC Adjunct Martin Gjoreski, Vito Janko, Nina Resçiç, Miha Mlakar, Mitja Lustrek, Jani Bizjak, Gasper Slapnicar, Matej Marinko, Vid Drobnic, Matjaz Gams
2018	—	`conf`	Blood Pressure Estimation with a Wristband Optical Sensor. UbiComp/ISWC Adjunct Gasper Slapnicar, Mitja Lustrek
2018	B	`conf`	Choosing Duty-Cycle Parameters for Context Recognition. Intelligent Environments Vito Janko, Mitja Lustrek
2018	J	`jnl`	Continuous Blood Pressure Estimation from PPG Signal. Informatica (Slovenia) Gasper Slapnicar, Mitja Lustrek, Matej Marinko
2018	—	`conf`	Deep Ensembles for Inter-Domain Arousal Recognition. AffComp@IJCAI Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams
2018	J	`jnl`	Introduction to the Special Anniversary Issue on "AI in Slovenia". Informatica (Slovenia) Mitja Lustrek, Jure Zabkar, Marko Grobelnik
2018	—	`conf`	Multi-Task Ensemble Learning for Affect Recognition. UbiComp/ISWC Adjunct Martin Gjoreski, Mitja Lustrek, Matjaz Gams
2018	—	`conf`	My Watch Says I'm Busy: Inferring Cognitive Load with Low-Cost Wearables. UbiComp/ISWC Adjunct Martin Gjoreski, Mitja Lustrek, Veljko Pejovic
2018	—	`conf`	Physical Fitness Forecasting and Risk Estimation in Slovenian Schoolchildren. ICIMTH Anton Gradisek, Miha Mlakar, Matej Cigale, Luka Lajovic, Mitja Lustrek, Maroje Soric, Gregor Starc, Bojan Leskosek, Gregor Jurak
2018	J	`jnl`	Using Markov Chains and Multi-Objective Optimization for Energy-Efficient Context Recognition. Sensors Vito Janko, Mitja Lustrek
2017	J	`jnl`	An intelligent system to monitor refrigeration devices. Expert Syst. J. Knowl. Eng. Damjan Kuznar, Rok Piltaver, Anton Gradisek, Matjaz Gams, Mitja Lustrek
2017	—	`conf`	Analyzing tennis game through sensor data with machine learning and multi-objective optimization. UbiComp/ISWC Adjunct Miha Mlakar, Mitja Lustrek
2017	—	`conf`	CrowdHEALTH: Holistic Health Records and Big Data Analytics for Health Policy Making and Personalized Health. ICIMTH 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 Martínez, 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
2017	—	`conf`	Deep affect recognition from R-R intervals. UbiComp/ISWC Adjunct Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams
2017	—	`conf`	Energy-efficient data collection for context recognition. UbiComp/ISWC Adjunct Vito Janko, Mitja Lustrek
2017	B	`conf`	Management of Physical, Mental and Environmental Stress at the Workplace. Intelligent Environments Bozidara Cvetkovic, Martin Gjoreski, Jure Sorn, Martin Freser, Maciej Bogdanski, Katarzyna Jackowska, Michal Kosiedowski, Aleksander Stroinski, Mitja Lustrek
2017	—	`conf`	Monitoring Physical Activity and Mental Stress Using Wrist-Worn Device and a Smartphone. ECML/PKDD (3) Bozidara Cvetkovic, Martin Gjoreski, Jure Sorn, Pavel Maslov, Mitja Lustrek
2017	J	`jnl`	Monitoring stress with a wrist device using context. J. Biomed. Informatics Martin Gjoreski, Mitja Lustrek, Matjaz Gams, Hristijan Gjoreski
2017	—	`conf`	Real-time physical activity and mental stress management with a wristband and a smartphone. UbiComp/ISWC Adjunct Bozidara Cvetkovic, Martin Gjoreski, Jure Sorn, Pavel Maslov, Michal Kosiedowski, Maciej Bogdanski, Aleksander Stroinski, Mitja Lustrek
2017	J	`jnl`	e-Gibalec: Mobile application to monitor and encourage physical activity in schoolchildren. J. Ambient Intell. Smart Environ. Vito Janko, Bozidara Cvetkovic, Anton Gradisek, Mitja Lustrek, Boro Strumbelj, Tanja Kajtna
2016	J	`jnl`	A computational method for designing diverse linear epitopes including citrullinated peptides with desired binding affinities to intravenous immunoglobulin. BMC Bioinform. 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
2016	J	`jnl`	Activity Recognition for Diabetic Patients Using a Smartphone. J. Medical Syst. Bozidara Cvetkovic, Vito Janko, Alfonso E. Romero, Özgür Kafali, Kostas Stathis, Mitja Lustrek
2016	—	`conf`	An intelligent system to improve T-H-C parameters at the workplace. UbiComp Adjunct Martin Freser, Anton Gradisek, Bozidara Cvetkovic, Mitja Lustrek
2016	—	`conf`	Anticipatory system for T-H-C dynamics in room with real and virtual sensors. UbiComp Adjunct Martin Freser, Bozidara Cvetkovic, Anton Gradisek, Mitja Lustrek
2016	A	`conf`	Continuous Live Stress Monitoring with a Wristband. ECAI Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams
2016	—	`conf`	Continuous stress detection using a wrist device: in laboratory and real life. UbiComp Adjunct Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams
2016	J	`jnl`	Estimating Energy Expenditure With Multiple Models Using Different Wearable Sensors. IEEE J. Biomed. Health Informatics Bozidara Cvetkovic, Radoje Milic, Mitja Lustrek
2016	J	`jnl`	How Accurately Can Your Wrist Device Recognize Daily Activities and Detect Falls? Sensors Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams
2016	B	`conf`	Mobile Application to Stimulate Physical Activity in Schoolchildren. Intelligent Environments Bozidara Cvetkovic, Vito Janko, Anton Gradisek, Mitja Lustrek, Tanja Kajtna, Boro Strumbelj
2016	J	`jnl`	What makes classification trees comprehensible? Expert Syst. Appl. Rok Piltaver, Mitja Lustrek, Matjaz Gams, Sanda Martincic-Ipsic
2016	J	`jnl`	e-Turist: An Intelligent Personalised Trip Guide. Informatica (Slovenia) Bozidara Cvetkovic, Hristijan Gjoreski, Vito Janko, Bostjan Kaluza, Anton Gradisek, Igor Jurincic, Anton Gosar, Simon Kerma, Gregor Balazic, Mitja Lustrek
2015	J	`jnl`	Adapting activity recognition to a person with Multi-Classifier Adaptive Training. J. Ambient Intell. Smart Environ. Bozidara Cvetkovic, Bostjan Kaluza, Matjaz Gams, Mitja Lustrek
2015	B	`conf`	Automatic Detection of Perceived Stress in Campus Students Using Smartphones. Intelligent Environments Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams
2015	J	`jnl`	Competitive Live Evaluations of Activity-Recognition Systems. IEEE Pervasive Comput. Hristijan Gjoreski, Simon Kozina, Matjaz Gams, Mitja Lustrek, Juan Antonio Álvarez-García, Jin-Hyuk Hong, Anind K. Dey, Maurizio Bocca, Neal Patwari
2015	J	`jnl`	Context-based ensemble method for human energy expenditure estimation. Appl. Soft Comput. Hristijan Gjoreski, Bostjan Kaluza, Matjaz Gams, Radoje Milic, Mitja Lustrek
2015	—	`conf`	Demo abstract: Activity recognition and human energy expenditure estimation with a smartphone. PerCom Workshops Bozidara Cvetkovic, Vito Janko, Mitja Lustrek
2015	J	`jnl`	Fall Detection Using Location Sensors and Accelerometers. IEEE Pervasive Comput. Mitja Lustrek, Hristijan Gjoreski, Narciso González Vega, Simon Kozina, Bozidara Cvetkovic, Violeta Mirchevska, Matjaz Gams
2015	—	`conf`	Human Activity Recognition: From Controlled Lab Experiments to Competitive Live Evaluation. ICDM Workshops Hristijan Gjoreski, Matjaz Gams, Mitja Lustrek
2015	J	`jnl`	Multi-Agent Architecture for Control of Heating and Cooling in a Residential Space. Comput. J. Domen Zupancic, Mitja Lustrek, Matjaz Gams
2015	—	`conf`	Recognising lifestyle activities of diabetic patients with a smartphone. PervasiveHealth Mitja Lustrek, Bozidara Cvetkovic, Violeta Mirchevska, Özgür Kafali, Alfonso E. Romero, Kostas Stathis
2015	—	`conf`	Recognition of high-level activities with a smartphone. UbiComp/ISWC Adjunct Bozidara Cvetkovic, Violeta Mirchevska, Vito Janko, Mitja Lustrek
2015	J	`jnl`	Trade-off between Energy Consumption and Comfort Experience in Smart Buildings. Inf. Technol. Control. Domen Zupancic, Mitja Lustrek, Matjaz Gams
2014	J	`jnl`	A Multi-Agent Care System to Support Independent Living. Int. J. Artif. Intell. Tools Bostjan Kaluza, Bozidara Cvetkovic, Erik Dovgan, Hristijan Gjoreski, Matjaz Gams, Mitja Lustrek, Violeta Mirchevska
2014	J	`jnl`	Combining domain knowledge and machine learning for robust fall detection. Expert Syst. J. Knowl. Eng. Violeta Mirchevska, Mitja Lustrek, Matjaz Gams
2014	J	`jnl`	Context-based fall detection and activity recognition using inertial and location sensors. J. Ambient Intell. Smart Environ. Hristijan Gjoreski, Matjaz Gams, Mitja Lustrek
2014	J	`jnl`	Discovering Strategic Behaviour of Multi-Agent Systems in Adversary Settings. Comput. Informatics Violeta Mirchevska, Mitja Lustrek, Andraz Bezek, Matjaz Gams
2014	—	`conf`	Medical diagnostics based on combination of sensor and user-provided data. AI-AM/NetMed@ECAI Maja Somrak, Anton Gradisek, Mitja Lustrek, Ana Mlinar, Miha Sok, Matjaz Gams
2014	—	`conf`	Monitoring Patients' Lifestyle with a Smartphone and Other Devices Placed Freely on the Body. AmI Mitja Lustrek, Bozidara Cvetkovic, Vito Janko
2014	—	`conf`	Multi-objective learning of accurate and comprehensible classifiers - A case study. STAIRS Rok Piltaver, Mitja Lustrek, Matjaz Gams
2014	A	`conf`	Multi-objective learning of hybrid classifiers. ECAI Rok Piltaver, Mitja Lustrek, Jernej Zupancic, Saso Dzeroski, Matjaz Gams
2014	—	`conf`	RAReFall - Real-time activity recognition and fall detection system. PerCom Workshops Hristijan Gjoreski, Simon Kozina, Matjaz Gams, Mitja Lustrek
2014	—	`conf`	Telehealth using ECG sensor and accelerometer. MIPRO Hristijan Gjoreski, Aleksandra Rashkovska, Simon Kozina, Mitja Lustrek, Matjaz Gams
2014	A	`conf`	Using multiple contexts to distinguish standing from sitting with a single accelerometer. ECAI Hristijan Gjoreski, Simon Kozina, Mitja Lustrek, Matjaz Gams
2013	—	`conf`	Efficient Activity Recognition and Fall Detection Using Accelerometers. EvAAL Simon Kozina, Hristijan Gjoreski, Matjaz Gams, Mitja Lustrek
2013	—	`conf`	Energy Expenditure Estimation DEMO Application. AmI Bozidara Cvetkovic, Simon Kozina, Bostjan Kaluza, Mitja Lustrek
2013	Misc	`conf`	Ensembles of multiple sensors for human energy expenditure estimation. UbiComp Hristijan Gjoreski, Bostjan Kaluza, Matjaz Gams, Radoje Milic, Mitja Lustrek
2013	—	`conf`	Towards Human Energy Expenditure Estimation Using Smart Phone Inertial Sensors. AmI Bozidara Cvetkovic, Bostjan Kaluza, Radoje Milic, Mitja Lustrek
2012	C	`conf`	A Non Invasive, Wearable Sensor Platform for Multi-parametric Remote Monitoring in CHF Patients. ICOST Héctor Solar, Erik Fernández, Gennaro Tartarisco, Giovanni Pioggia, Bozidara Cvetkovic, Simon Kozina, Mitja Lustrek, Jure Lampe
2012	A	`conf`	Confidence: Ubiquitous Care System to Support Independent Living. ECAI Mitja Lustrek, Bostjan Kaluza, Bozidara Cvetkovic, Erik Dovgan, Hristijan Gjoreski, Violeta Mirchevska, Matjaz Gams
2012	—	`conf`	Context-Based Fall Detection Using Inertial and Location Sensors. AmI Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams
2012	A	`conf`	Context-aware MAS to support elderly people (demonstration). AAMAS Bostjan Kaluza, Mitja Lustrek, Erik Dovgan, Matjaz Gams
2012	C	`conf`	Energy expenditure estimation with wearable accelerometers. ISCAS Mitja Lustrek, Bozidara Cvetkovic, Simon Kozina
2012	J	`jnl`	Independent-valued minimax: Pathological or beneficial? Theor. Comput. Sci. Mitja Lustrek, Ivan Bratko, Matjaz Gams
2012	C	`conf`	Medical Expert Support Tool (MEST): A Person-Centric Approach for Healthcare Management. ICOST 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
2012	—	`conf`	Multi-Classifier Adaptive Training: Specialising an Activity Recognition Classifier Using Semi-supervised Learning. AmI Bozidara Cvetkovic, Bostjan Kaluza, Mitja Lustrek, Matjaz Gams
2012	J	`jnl`	The pathology of heuristic search in the 8-puzzle. J. Exp. Theor. Artif. Intell. Rok Piltaver, Mitja Lustrek, Matjaz Gams
2012	J	`jnl`	Tissue-based Alzheimer gene expression markers - comparison of multiple machine learning approaches and investigation of redundancy in small biomarker sets. BMC Bioinform. Lena Scheubert, Mitja Lustrek, Rainer Schmidt, Dirk Repsilber, Georg Fuellen
2011	—	`conf`	A Multi-Agent System for Remote Eldercare. PAAMS (Workshops) Bostjan Kaluza, Erik Dovgan, Violeta Mirchevska, Bozidara Cvetkovic, Mitja Lustrek, Matjaz Gams
2011	B	`conf`	Accelerometer Placement for Posture Recognition and Fall Detection. Intelligent Environments Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams
2011	C	`conf`	Detecting Falls with Location Sensors and Accelerometers. IAAI Mitja Lustrek, Hristijan Gjoreski, Simon Kozina, Bozidara Cvetkovic, Violeta Mirchevska, Matjaz Gams
2011	—	`conf`	Intelligent Monitoring of the Elderly in Home Environment. AAAI Spring Symposium: AI and Health Communication Bostjan Kaluza, Erik Dovgan, Violeta Mirchevska, Mitja Lustrek, Matjaz Gams
2010	—	`conf`	An Agent-Based Approach to Care in Independent Living. AmI Bostjan Kaluza, Violeta Mirchevska, Erik Dovgan, Mitja Lustrek, Matjaz Gams
2010	J	`jnl`	When is it better not to look ahead? Artif. Intell. Dana S. Nau, Mitja Lustrek, Austin Parker, Ivan Bratko, Matjaz Gams
2009	—	`conf`	Behavior Analysis Based on Coordinates of Body Tags. AmI Mitja Lustrek, Bostjan Kaluza, Erik Dovgan, Bogdan Pogorelc, Matjaz Gams
2009	—	`conf`	Classifying Posture Based on Location of Radio Tags. AMIF Violeta Mirchevska, Mitja Lustrek, Igone Vélez, Narciso González Vega, Matjaz Gams
2009	J	`jnl`	Fall Detection and Activity Recognition with Machine Learning. Informatica (Slovenia) Mitja Lustrek, Bostjan Kaluza
2009	J	`jnl`	Multi-Label Approaches to Web Genre Identification. J. Lang. Technol. Comput. Linguistics Vedrana Vidulin, Mitja Lustrek, Matjaz Gams
2008	J	`jnl`	Dynamic Control in Real-Time Heuristic Search. J. Artif. Intell. Res. Vadim Bulitko, Mitja Lustrek, Jonathan Schaeffer, Yngvi Björnsson, Sverrir Sigmundarson
2008	J	`jnl`	Pathology in heuristic search. AI Commun. Mitja Lustrek
2008	A	`conf`	Thinking Too Much: Pathology in Pathfinding. ECAI Mitja Lustrek, Vadim Bulitko
2007	A*	`conf`	Dynamic Control in Path-Planning with Real-Time Heuristic Search. ICAPS Vadim Bulitko, Yngvi Björnsson, Mitja Lustrek, Jonathan Schaeffer, Sverrir Sigmundarson
2007	—	`conf`	Evaluation of Different Approaches to Training a Genre Classifier. Artificial Intelligence and Pattern Recognition Vedrana Vidulin, Mitja Lustrek, Matjaz Gams
2007	J	`jnl`	Training the Genre Classifier for Automatic Classification of Web Pages. J. Comput. Inf. Technol. Vedrana Vidulin, Mitja Lustrek, Matjaz Gams
2006	J	`jnl`	Is real-valued minimax pathological? Artif. Intell. Mitja Lustrek, Matjaz Gams, Ivan Bratko
2006	J	`jnl`	Knowledge vs. Simulation for Bidding in Tarok. Informatica (Slovenia) Domen Marincic, Matjaz Gams, Mitja Lustrek
2006	A*	`conf`	Lookahead Pathology in Real-Time Path-Finding. AAAI Vadim Bulitko, Mitja Lustrek
2006	J	`jnl`	Semantic Search in Tabular Structures. Informatica (Slovenia) Aleksander Pivk, Matjaz Gams, Mitja Lustrek
2005	A*	`conf`	Why Minimax Works: An Alternative Explanation. IJCAI Mitja Lustrek, Matjaz Gams, Ivan Bratko
2003	J	`jnl`	A Program for Playing Tarok. ICGA J. Mitja Lustrek, Matjaz Gams, Ivan Bratko