Matjaz Gams

ORCID

Publication Activity (10 Years)

Years Active: 1987-2023
Publications (10 Years): 60

Top Venues

Informatica (Slovenia)

Sensors

UbiComp/ISWC Adjunct

Intelligent Environments

Publications

Miljana Shulajkovska, Gjorgji Noveski, Maj Smerkol, Jure Grabnar, Erik Dovgan, Matjaz Gams
EU Smart Cities: Towards a New Framework of Urban Digital Transformation. Informatica (Slovenia) 47 (2) (2023)
Primoz Kocuvan, Aleksander Hrastic, Andrea Kareska, Matjaz Gams
Predicting a Fall Based on Gait Anomaly Detection: A Comparative Study of Wrist-Worn Three-Axis and Mobile Phone-Based Accelerometer Sensors. Sensors 23 (19) (2023)
Primoz Kocuvan, Erik Dovgan, Simon Razman, Devid Palcic, Matjaz Gams
Applications of the Insieme Platform: A Case Study. Informatica (Slovenia) 46 (4) (2022)
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) (2022)
Joze Ravnican, Anze Marinko, Gjorgji Noveski, Stefan Kalabakov, Marko Jovanovic, Samo Gazvoda, Matjaz Gams
A Prestudy of Machine Learning in Industrial Quality Control Pipelines. Informatica (Slovenia) 46 (2) (2022)
Matjaz Gams
AI and Games at IJCAI - ECAI 2022. Informatica (Slovenia) 46 (4) (2022)
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
Developing a pragmatic evaluation of ICTs for older adults with cognitive impairment at scale: the IN LIFE experience. Univers. Access Inf. Soc. 21 (1) (2022)
David Susic, Janez Tomsic, Matjaz Gams
Ranking Effectiveness of Non-Pharmaceutical Interventions Against COVID-19: A Review. Informatica (Slovenia) 46 (4) (2022)
Matjaz Gams
IJCAI-ECAI 2022: Can Europe Revive its Position in AI after Lagging Behind the US and China? Subtitle: AI is dead, long live AI! Informatica (Slovenia) 46 (3) (2022)
Rok Piltaver, Mitja Lustrek, Saso Dzeroski, Martin Gjoreski, Matjaz Gams
Learning comprehensible and accurate hybrid trees. Expert Syst. Appl. 164 (2021)
Stefan Kalabakov, Martin Gjoreski, Hristijan Gjoreski, Matjaz Gams
Analysis of Deep Transfer Learning Using DeepConvLSTM for Human Activity Recognition from Wearable Sensors. Informatica (Slovenia) 45 (2) (2021)
Matjaz Gams
ACM Turing Award for 2020 Honors Alfred Vaino Aho and Jeffrey David Ullman. Informatica (Slovenia) 45 (5) (2021)
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 (2021)
Tine Kolenik, Matjaz Gams
Persuasive Technology for Mental Health: One Step Closer to (Mental Health Care) Equality? IEEE Technol. Soc. Mag. 40 (1) (2021)
Martin Gjoreski, Anton Gradisek, Borut Budna, Matjaz Gams, Gregor Poglajen
Machine Learning and End-to-End Deep Learning for the Detection of Chronic Heart Failure From Heart Sounds. IEEE Access 8 (2020)
Tine Kolenik, Martin Gjoreski, Matjaz Gams
Designing an Intelligent Cognitive Assistant as Persuasive Technology for Stress, Anxiety and Depression Relief. PERSUASIVE (Adjunct) (2020)
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 (2020)
Maciej Dziezyc, Martin Gjoreski, Przemyslaw Kazienko, Stanislaw Saganowski, Matjaz Gams
Can We Ditch Feature Engineering? End-to-End Deep Learning for Affect Recognition from Physiological Sensor Data. Sensors 20 (22) (2020)
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 (2020)
Ivana Kiprijanovska, Hristijan Gjoreski, Matjaz Gams
Detection of Gait Abnormalities for Fall Risk Assessment Using Wrist-Worn Inertial Sensors and Deep Learning. Sensors 20 (18) (2020)
Tine Kolenik, Martin Gjoreski, Matjaz Gams
PerMEASS - Personal Mental Health Virtual Assistant with Novel Ambient Intelligence Integration. AAI4H@ECAI (2020)
Matjaz Gams, Irene Yu-Hua Gu, Aki Härmä, Andrés Muñoz, Vincent W. L. Tam
Artificial intelligence and ambient intelligence. J. Ambient Intell. Smart Environ. 11 (1) (2019)
Martin Gjoreski, Anton Gradisek, Borut Budna, Matjaz Gams, Gregor Poglajen
Toward Early Detection and Monitoring of Chronic Heart Failure Using Heart Sounds. Intelligent Environments (Workshops) (2019)
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)
Matjaz Gams
Report from IJCAI 2019 - Top AI conference for 50 years Subtitle: Which Crisis is Coming First - of AI or of World Economy? Informatica (Slovenia) 43 (3) (2019)
Erik Dovgan, Matjaz Gams, Bogdan Filipic
A Real-Time Multiobjective Optimization Algorithm for Discovering Driving Strategies. Transp. Sci. 53 (3) (2019)
Ales Tavcar, Jernej Zupancic, Matjaz Gams
Virtual Assistants for the Cultural Heritage Domain. VRTCH (2018)
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)
Jani Bizjak, Anton Gradisek, Matjaz Gams
Intelligent Assistant for Elderly. IJCAI (2018)
Ales Tavcar, Matjaz Gams
Surrogate-agent modeling for improved training. Eng. Appl. Artif. Intell. 74 (2018)
Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams
Deep Ensembles for Inter-Domain Arousal Recognition. AffComp@IJCAI (2018)
Monika Simjanoska, Martin Gjoreski, Matjaz Gams, Ana Madevska Bogdanova
Non-Invasive Blood Pressure Estimation from ECG Using Machine Learning Techniques. Sensors 18 (4) (2018)
Matjaz Gams
IJCAI 2018 - Chinese Dominance Established. Informatica (Slovenia) 42 (3) (2018)
Martin Gjoreski, Mitja Lustrek, Matjaz Gams
Multi-Task Ensemble Learning for Affect Recognition. UbiComp/ISWC Adjunct (2018)
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
INLIFE - Independent Living Support Functions for the Elderly: Technology and Pilot Overview. Intelligent Environments (Workshops) (2018)
Monika Simjanoska, Martin Gjoreski, Matjaz Gams, Ana Madevska Bogdanova
Novel Data Processing Approach for Deriving Blood Pressure from ECG Only. ICT Innovations (2018)
Martin Gjoreski, Blagoj Mitrevski, Mitja Lustrek, Matjaz Gams
An Inter-domain Study for Arousal Recognition from Physiological Signals. Informatica (Slovenia) 42 (1) (2018)
Alen Ajanovic, Andrej Ulcar, Ana Peterlin, Karolina Pocivavsek, Gasper Fele-Zorz, Anton Gradisek, Matjaz Gams, Mojca Maticic
Application for Viral Hepatitis Infection Risk Assessment - HEPY. Informatica (Slovenia) 42 (2) (2018)
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)
Rok Piltaver, Hristijan Gjoreski, Matjaz Gams
Identifying a person with door-mounted accelerometer. J. Ambient Intell. Smart Environ. 10 (5) (2018)
Monika Simjanoska, Martin Gjoreski, Ana Madevska Bogdanova, Bojana Koteska, Matjaz Gams, Jurij F. Tasic
ECG-derived Blood Pressure Classification using Complexity Analysis-based Machine Learning. HEALTHINF (2018)
Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams
Deep affect recognition from R-R intervals. UbiComp/ISWC Adjunct (2017)
Matjaz Gams
Superintelligence, AI and an Overview of IJCAI 2017. Informatica (Slovenia) 41 (4) (2017)
Ales Tavcar, Damjan Kuznar, Matjaz Gams
Hybrid Multi-Agent Strategy Discovering Algorithm for human behavior. Expert Syst. Appl. 71 (2017)
Martin Gjoreski, Monika Simjanoska, Anton Gradisek, Ana Peterlin, Matjaz Gams, Gregor Poglajen
Chronic Heart Failure Detection from Heart Sounds Using a Stack of Machine-Learning Classifiers. Intelligent Environments (2017)
Jani Bizjak, Anton Gradisek, Luka Stepancic, Hristijan Gjoreski, Matjaz Gams
Intelligent assistant carer for active aging. EURASIP J. Adv. Signal Process. 2017 (2017)
Martin Gjoreski, Mitja Lustrek, Matjaz Gams, Hristijan Gjoreski
Monitoring stress with a wrist device using context. J. Biomed. Informatics 73 (2017)
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)
Jernej Zupancic, Matjaz Gams
Dynamic Protocol for the Demand Management of Heterogeneous Resources with Convex Cost Functions. Informatica (Slovenia) 41 (1) (2017)
Borut Budna, Martin Gjoreski, Anton Gradisek, Matjaz Gams
JSI Sound - a Machine-Learning Tool in Orange for Simple Biosound Classification. BAI@IJCAI (2017)
Alen Ajanovic, Jaka Konda, Gasper Fele-Zorz, Anton Gradisek, Matjaz Gams, Ana Peterlin, Karolina Pocivavsek, Mojca Maticic
Application for Sexually Transmitted Infection Risk Assessment. Informatica (Slovenia) 41 (2) (2017)
Jani Bizjak, Anton Gradisek, Luka Stepancic, Hristijan Gjoreski, Matjaz Gams, Karmen Goljuf
Intelligent System to Assist the Independent Living of the Elderly. Intelligent Environments (2017)
Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams
How Accurately Can Your Wrist Device Recognize Daily Activities and Detect Falls? Sensors 16 (6) (2016)
Matjaz Gams, Eva Cerncic, Angelo Montanari
A Temporal Perspective on the Paradox of Pinocchio's Nose. Informatica (Slovenia) 40 (3) (2016)
Hristijan Gjoreski, Jani Bizjak, Matjaz Gams
Using Smartwatch as Telecare and Fall Detection Device. Intelligent Environments (2016)
Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams
Continuous Live Stress Monitoring with a Wristband. ECAI (2016)
Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams
Continuous stress detection using a wrist device: in laboratory and real life. UbiComp Adjunct (2016)
Matjaz Gams
IJCAI 2016 - The best AI times ever? Informatica (Slovenia) 40 (3) (2016)
Aljaz Kramberger, Rok Piltaver, Bojan Nemec, Matjaz Gams, Ales Ude
Learning of assembly constraints by demonstration and active exploration. Ind. Robot 43 (5) (2016)
Rok Piltaver, Mitja Lustrek, Matjaz Gams, Sanda Martincic-Ipsic
What makes classification trees comprehensible? Expert Syst. Appl. 62 (2016)
Domen Zupancic, Mitja Lustrek, Matjaz Gams
Multi-Agent Architecture for Control of Heating and Cooling in a Residential Space. Comput. J. 58 (6) (2015)
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) (2015)
Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams
Automatic Detection of Perceived Stress in Campus Students Using Smartphones. Intelligent Environments (2015)
Igor Korelic, Violeta Mirchevska, Vladislav Rajkovic, Mirjana Kljajic Borstnar, Matjaz Gams
Multiple-Criteria Approach to Optimisation of Multidimensional Data Models. Informatica 26 (2) (2015)
Marcel Kvassay, Ladislav Hluchý, Stefan Dlugolinsky, Bernhard Schneider, Holger Bracker, Ales Tavcar, Matjaz Gams, Marc Contat, Lukasz Dutka, Dariusz Król, Michal Wrzeszcz, Jacek Kitowski
A Novel Way of Using Simulations to Support Urban Security Operations. Comput. Informatics 34 (6) (2015)
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) (2015)
Matjaz Gams
IJCAI 2015 - The Worst Best Ever. Informatica (Slovenia) 39 (3) (2015)
Hristijan Gjoreski, Bostjan Kaluza, Matjaz Gams, Radoje Milic, Mitja Lustrek
Context-based ensemble method for human energy expenditure estimation. Appl. Soft Comput. 37 (2015)
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) (2015)
Mario Konecki, Matjaz Gams, Nikola Ivkovic
MIA: A multi-purpose intelligent assistant. MIPRO (2015)
Erik Cuk, Matjaz Gams, Rok Piltaver, Franc Strle, Vera Maraspin Carman, Jurij F. Tasic
Intelligent System for Diagnosis of Erythema Migrans. Appl. Artif. Intell. 29 (2) (2015)
Hristijan Gjoreski, Matjaz Gams, Mitja Lustrek
Human Activity Recognition: From Controlled Lab Experiments to Competitive Live Evaluation. ICDM Workshops (2015)
Hristijan Gjoreski, Rok Piltaver, Matjaz Gams
Person Identification by Analyzing Door Accelerations in Time and Frequency Domain. AmI (2015)
Domen Zupancic, Mitja Lustrek, Matjaz Gams
Trade-off between Energy Consumption and Comfort Experience in Smart Buildings. Inf. Technol. Control. 44 (4) (2015)
Hristijan Gjoreski, Aleksandra Rashkovska, Simon Kozina, Mitja Lustrek, Matjaz Gams
Telehealth using ECG sensor and accelerometer. MIPRO (2014)
Violeta Mirchevska, Mitja Lustrek, Matjaz Gams
Combining domain knowledge and machine learning for robust fall detection. Expert Syst. J. Knowl. Eng. 31 (2) (2014)
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)
Violeta Mirchevska, Mitja Lustrek, Andraz Bezek, Matjaz Gams
Discovering Strategic Behaviour of Multi-Agent Systems in Adversary Settings. Comput. Informatics 33 (1) (2014)
Matjaz Gams
Editorial: "Michie-Turing" IS2014 Award recipient: Prof. Dr. Janez Grad. Informatica (Slovenia) 38 (4) (2014)
Hristijan Gjoreski, Simon Kozina, Matjaz Gams, Mitja Lustrek
RAReFall - Real-time activity recognition and fall detection system. PerCom Workshops (2014)
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) (2014)
Vedrana Vidulin, Marko Bohanec, Matjaz Gams
Combining human analysis and machine data mining to obtain credible data relations. Inf. Sci. 288 (2014)
Hristijan Gjoreski, Simon Kozina, Mitja Lustrek, Matjaz Gams
Using multiple contexts to distinguish standing from sitting with a single accelerometer. ECAI (2014)
Rok Piltaver, Mitja Lustrek, Jernej Zupancic, Saso Dzeroski, Matjaz Gams
Multi-objective learning of hybrid classifiers. ECAI (2014)
Ales Tavcar, Bostjan Kaluza, Marcel Kvassay, Bernhard Schneider, Matjaz Gams
Surrogate-Agent Modeling for Improved Training. ECAI (2014)
Erik Dovgan, Matija Javorski, Tea Tusar, Matjaz Gams, Bogdan Filipic
Discovering driving strategies with a multiobjective optimization algorithm. Appl. Soft Comput. 16 (2014)
Matjaz Gams
The Unexpected Hanging Paradox from an AI Viewpoint. Informatica (Slovenia) 38 (2) (2014)
Rok Piltaver, Mitja Lustrek, Matjaz Gams
Multi-objective learning of accurate and comprehensible classifiers - A case study. STAIRS (2014)
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)
Bogdan Pogorelc, Matjaz Gams
Detecting gait-related health problems of the elderly using multidimensional dynamic time warping approach with semantic attributes. Multim. Tools Appl. 66 (1) (2013)
Erik Dovgan, Matija Javorski, Tea Tusar, Matjaz Gams, Bogdan Filipic
Comparing a multiobjective optimization algorithm for discovering driving strategies with humans. Expert Syst. Appl. 40 (7) (2013)
Hristijan Gjoreski, Bostjan Kaluza, Matjaz Gams, Radoje Milic, Mitja Lustrek
Ensembles of multiple sensors for human energy expenditure estimation. UbiComp (2013)
Bogdan Pogorelc, Artur Lugmayr, Björn Stockleben, Radu-Daniel Vatavu, Nina Tahmasebi, Estefanía Serral, Emilija Stojmenova, Bojan Imperl, Thomas Risse, Gideon Zenz, Matjaz Gams
Ambient bloom: new business, content, design and models to increase the semantic ambient media experience. Multim. Tools Appl. 66 (1) (2013)
Simon Kozina, Hristijan Gjoreski, Matjaz Gams, Mitja Lustrek
Efficient Activity Recognition and Fall Detection Using Accelerometers. EvAAL (2013)
Matjaz Gams
Alan Turing, Turing Machines and Stronger. Informatica (Slovenia) 37 (1) (2013)
Bogdan Pogorelc, Radu-Daniel Vatavu, Artur Lugmayr, Björn Stockleben, Thomas Risse, Juha Kaario, Estefania Constanza Lomonaco, Matjaz Gams
Semantic ambient media: From ambient advertising to ambient-assisted living. Multim. Tools Appl. 58 (2) (2012)
Domen Marincic, Tomaz Sef, Matjaz Gams
Parsing With Clause and Intra-clausal Coordination Detection. Comput. Informatics 31 (2) (2012)
Marcel Kvassay, Ladislav Hluchý, Stefan Dlugolinsky, Michal Laclavik, Bernhard Schneider, Holger Bracker, Ales Tavcar, Matjaz Gams, Dariusz Król, Michal Wrzeszcz, Jacek Kitowski
An integrated approach to mission analysis and mission rehearsal. WSC (2012)
Mitja Lustrek, Ivan Bratko, Matjaz Gams
Independent-valued minimax: Pathological or beneficial? Theor. Comput. Sci. 422 (2012)
Bostjan Kaluza, Matjaz Gams
Analysis of daily-living dynamics. J. Ambient Intell. Smart Environ. 4 (5) (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Matjaz Gams