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2020 – today
- 2024
[j106]David Susic
, Anton Gradisek, Matjaz Gams:
PCGmix: A Data-Augmentation Method for Heart-Sound Classification. IEEE J. Biomed. Health Informatics 28(11): 6874-6885 (2024)- 2023
- [j105]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) - [j104]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): 8294 (2023) - 2022
- [j103]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) - [j102]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) - [j101]Matjaz Gams:
AI and Games at IJCAI - ECAI 2022. Informatica (Slovenia) 46(4) (2022) - [j100]Primoz Kocuvan, Erik Dovgan, Simon Razman, Devid Palcic, Matjaz Gams:
Applications of the Insieme Platform: A Case Study. Informatica (Slovenia) 46(4) (2022) - [j99]David Susic, Janez Tomsic, Matjaz Gams:
Ranking Effectiveness of Non-Pharmaceutical Interventions Against COVID-19: A Review. Informatica (Slovenia) 46(4) (2022) - [j98]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) - [j97]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): 1-19 (2022) - 2021
- [j96]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) - [j95]Rok Piltaver, Mitja Lustrek, Saso Dzeroski, Martin Gjoreski, Matjaz Gams:
Learning comprehensible and accurate hybrid trees. Expert Syst. Appl. 164: 113980 (2021) - [j94]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) - [j93]Matjaz Gams:
ACM Turing Award for 2020 Honors Alfred Vaino Aho and Jeffrey David Ullman. Informatica (Slovenia) 45(5) (2021) - [j92]Tine Kolenik, Matjaz Gams:
Persuasive Technology for Mental Health: One Step Closer to (Mental Health Care) Equality? IEEE Technol. Soc. Mag. 40(1): 80-86 (2021) - 2020
- [j91]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: 20313-20324 (2020) - [j90]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) - [j89]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) - [j88]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): 5373 (2020) - [j87]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): 6535 (2020) - [c70]Tine Kolenik, Martin Gjoreski, Matjaz Gams:
PerMEASS - Personal Mental Health Virtual Assistant with Novel Ambient Intelligence Integration. AAI4H@ECAI 2020: 8-12 - [c69]Tine Kolenik, Martin Gjoreski, Matjaz Gams:
Designing an Intelligent Cognitive Assistant as Persuasive Technology for Stress, Anxiety and Depression Relief. PERSUASIVE (Adjunct) 2020
2010 – 2019
- 2019
- [j86]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) - [j85]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): 71-86 (2019) - [j84]Erik Dovgan, Matjaz Gams, Bogdan Filipic:
A Real-Time Multiobjective Optimization Algorithm for Discovering Driving Strategies. Transp. Sci. 53(3): 695-707 (2019) - [c68]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 - [c67]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: 336-343 - [p3]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 - [e1]Mihai Duguleana, Marcello Carrozzino, Matjaz Gams, Iulian Tanea:
VR Technologies in Cultural Heritage - First International Conference, VRTCH 2018, Brasov, Romania, May 29-30, 2018, Revised Selected Papers. Communications in Computer and Information Science 904, Springer 2019, ISBN 978-3-030-05818-0 [contents] - 2018
- [j83]Ales Tavcar, Matjaz Gams:
Surrogate-agent modeling for improved training. Eng. Appl. Artif. Intell. 74: 280-293 (2018) - [j82]Martin Gjoreski, Blagoj Mitrevski, Mitja Lustrek, Matjaz Gams:
An Inter-domain Study for Arousal Recognition from Physiological Signals. Informatica (Slovenia) 42(1) (2018) - [j81]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) - [j80]Matjaz Gams:
IJCAI 2018 - Chinese Dominance Established. Informatica (Slovenia) 42(3) (2018) - [j79]Rok Piltaver, Hristijan Gjoreski, Matjaz Gams:
Identifying a person with door-mounted accelerometer. J. Ambient Intell. Smart Environ. 10(5): 361-375 (2018) - [j78]Monika Simjanoska, Martin Gjoreski, Matjaz Gams, Ana Madevska Bogdanova:
Non-Invasive Blood Pressure Estimation from ECG Using Machine Learning Techniques. Sensors 18(4): 1160 (2018) - [c66]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: 282-292 - [c65]Martin Gjoreski, Mitja Lustrek, Matjaz Gams:
Multi-Task Ensemble Learning for Affect Recognition. UbiComp/ISWC Adjunct 2018: 553-558 - [c64]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 - [c63]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 - [c62]Monika Simjanoska, Martin Gjoreski, Matjaz Gams, Ana Madevska Bogdanova:
Novel Data Processing Approach for Deriving Blood Pressure from ECG Only. ICT Innovations 2018: 273-285 - [c61]Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams:
Deep Ensembles for Inter-Domain Arousal Recognition. AffComp@IJCAI 2018: 52-64 - [c60]Jani Bizjak, Anton Gradisek, Matjaz Gams:
Intelligent Assistant for Elderly. IJCAI 2018: 5808-5810 - [c59]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: 526-535 - [c58]Ales Tavcar, Jernej Zupancic, Matjaz Gams:
Virtual Assistants for the Cultural Heritage Domain. VRTCH 2018: 234-244 - 2017
- [j77]Jani Bizjak, Anton Gradisek, Luka Stepancic, Hristijan Gjoreski, Matjaz Gams:
Intelligent assistant carer for active aging. EURASIP J. Adv. Signal Process. 2017: 76 (2017) - [j76]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) - [j75]Ales Tavcar, Damjan Kuznar, Matjaz Gams:
Hybrid Multi-Agent Strategy Discovering Algorithm for human behavior. Expert Syst. Appl. 71: 370-382 (2017) - [j74]Jernej Zupancic, Matjaz Gams:
Dynamic Protocol for the Demand Management of Heterogeneous Resources with Convex Cost Functions. Informatica (Slovenia) 41(1) (2017) - [j73]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) - [j72]Matjaz Gams:
Superintelligence, AI and an Overview of IJCAI 2017. Informatica (Slovenia) 41(4) (2017) - [j71]Martin Gjoreski, Mitja Lustrek, Matjaz Gams, Hristijan Gjoreski:
Monitoring stress with a wrist device using context. J. Biomed. Informatics 73: 159-170 (2017) - [c57]Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams:
Deep affect recognition from R-R intervals. UbiComp/ISWC Adjunct 2017: 754-762 - [c56]Borut Budna, Martin Gjoreski, Anton Gradisek, Matjaz Gams:
JSI Sound - a Machine-Learning Tool in Orange for Simple Biosound Classification. BAI@IJCAI 2017: 26-29 - [c55]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: 14-19 - [c54]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: 180-183 - 2016
- [j70]Rok Piltaver, Mitja Lustrek, Matjaz Gams, Sanda Martincic-Ipsic:
What makes classification trees comprehensible? Expert Syst. Appl. 62: 333-346 (2016) - [j69]Matjaz Gams:
IJCAI 2016 - The best AI times ever? Informatica (Slovenia) 40(3) (2016) - [j68]Matjaz Gams, Eva Cerncic, Angelo Montanari:
A Temporal Perspective on the Paradox of Pinocchio's Nose. Informatica (Slovenia) 40(3) (2016) - [j67]Aljaz Kramberger, Rok Piltaver, Bojan Nemec, Matjaz Gams, Ales Ude:
Learning of assembly constraints by demonstration and active exploration. Ind. Robot 43(5): 524-534 (2016) - [j66]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) - [c53]Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams:
Continuous Live Stress Monitoring with a Wristband. ECAI 2016: 1803-1804 - [c52]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 - [c51]Hristijan Gjoreski, Jani Bizjak, Matjaz Gams:
Using Smartwatch as Telecare and Fall Detection Device. Intelligent Environments 2016: 242-245 - 2015
- [j65]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): 134-147 (2015) - [j64]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) - [j63]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): 1201-1233 (2015) - [j62]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) - [j61]Igor Korelic, Violeta Mirchevska, Vladislav Rajkovic, Mirjana Kljajic Borstnar, Matjaz Gams:
Multiple-Criteria Approach to Optimisation of Multidimensional Data Models. Informatica 26(2): 283-312 (2015) - [j60]Matjaz Gams:
IJCAI 2015 - The Worst Best Ever. Informatica (Slovenia) 39(3) (2015) - [j59]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) - [j58]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) - [j57]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) - [j56]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) - [c50]Hristijan Gjoreski, Rok Piltaver, Matjaz Gams:
Person Identification by Analyzing Door Accelerations in Time and Frequency Domain. AmI 2015: 60-76 - [c49]Hristijan Gjoreski, Matjaz Gams, Mitja Lustrek:
Human Activity Recognition: From Controlled Lab Experiments to Competitive Live Evaluation. ICDM Workshops 2015: 139-145 - [c48]Martin Gjoreski, Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams:
Automatic Detection of Perceived Stress in Campus Students Using Smartphones. Intelligent Environments 2015: 132-135 - [c47]Mario Konecki, Matjaz Gams, Nikola Ivkovic:
MIA: A multi-purpose intelligent assistant. MIPRO 2015: 1109-1113 - 2014
- [j55]Erik Dovgan, Matija Javorski, Tea Tusar, Matjaz Gams, Bogdan Filipic:
Discovering driving strategies with a multiobjective optimization algorithm. Appl. Soft Comput. 16: 50-62 (2014) - [j54]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) - [j53]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) - [j52]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) - [j51]Matjaz Gams:
The Unexpected Hanging Paradox from an AI Viewpoint. Informatica (Slovenia) 38(2) (2014) - [j50]Matjaz Gams:
Editorial: "Michie-Turing" IS2014 Award recipient: Prof. Dr. Janez Grad. Informatica (Slovenia) 38(4) (2014) - [j49]Vedrana Vidulin, Marko Bohanec, Matjaz Gams:
Combining human analysis and machine data mining to obtain credible data relations. Inf. Sci. 288: 254-278 (2014) - [j48]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) - [c46]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 - [c45]Rok Piltaver, Mitja Lustrek, Jernej Zupancic, Saso Dzeroski, Matjaz Gams:
Multi-objective learning of hybrid classifiers. ECAI 2014: 717-722 - [c44]Hristijan Gjoreski, Simon Kozina, Mitja Lustrek, Matjaz Gams:
Using multiple contexts to distinguish standing from sitting with a single accelerometer. ECAI 2014: 1015-1016 - [c43]Ales Tavcar, Bostjan Kaluza, Marcel Kvassay, Bernhard Schneider, Matjaz Gams:
Surrogate-Agent Modeling for Improved Training. ECAI 2014: 1103-1104 - [c42]Hristijan Gjoreski, Aleksandra Rashkovska, Simon Kozina, Mitja Lustrek, Matjaz Gams:
Telehealth using ECG sensor and accelerometer. MIPRO 2014: 270-274 - [c41]Hristijan Gjoreski, Simon Kozina, Matjaz Gams, Mitja Lustrek:
RAReFall - Real-time activity recognition and fall detection system. PerCom Workshops 2014: 145-147 - [c40]Rok Piltaver, Mitja Lustrek, Matjaz Gams:
Multi-objective learning of accurate and comprehensible classifiers - A case study. STAIRS 2014: 220-229 - 2013
- [j47]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): 2687-2695 (2013) - [j46]Matjaz Gams:
Alan Turing, Turing Machines and Stronger. Informatica (Slovenia) 37(1): 9-14 (2013) - [j45]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): 7-32 (2013) - [j44]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): 95-114 (2013) - [c39]Simon Kozina, Hristijan Gjoreski, Matjaz Gams, Mitja Lustrek:
Efficient Activity Recognition and Fall Detection Using Accelerometers. EvAAL 2013: 13-23 - [c38]Hristijan Gjoreski, Bostjan Kaluza, Matjaz Gams, Radoje Milic, Mitja Lustrek:
Ensembles of multiple sensors for human energy expenditure estimation. UbiComp 2013: 359-362 - 2012
- [j43]Domen Marincic, Tomaz Sef, Matjaz Gams:
Parsing With Clause and Intra-clausal Coordination Detection. Comput. Informatics 31(2): 299-329 (2012) - [j42]Bostjan Kaluza, Matjaz Gams:
Analysis of daily-living dynamics. J. Ambient Intell. Smart Environ. 4(5): 403-413 (2012) - [j41]Bogdan Pogorelc, Matjaz Gams:
Home-based health monitoring of the elderly through gait recognition. J. Ambient Intell. Smart Environ. 4(5): 415-428 (2012) - [j40]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) - [j39]Bogdan Pogorelc, Zoran Bosnic, Matjaz Gams:
Automatic recognition of gait-related health problems in the elderly using machine learning. Multim. Tools Appl. 58(2): 333-354 (2012) - [j38]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): 399-425 (2012) - [j37]Mitja Lustrek, Ivan Bratko, Matjaz Gams:
Independent-valued minimax: Pathological or beneficial? Theor. Comput. Sci. 422: 59-77 (2012) - [c37]Bostjan Kaluza, Mitja Lustrek, Erik Dovgan, Matjaz Gams:
Context-aware MAS to support elderly people (demonstration). AAMAS 2012: 1485-1486 - [c36]Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams:
Context-Based Fall Detection Using Inertial and Location Sensors. AmI 2012: 1-16 - [c35]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 - [c34]Bogdan Pogorelc, Matjaz Gams:
Recognition of Patterns of Health Problems and Falls in the Elderly Using Data Mining. CIARP 2012: 463-471 - [c33]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 - [c32]Domen Marincic, Tomaz Kompara, Matjaz Gams:
Question Classification with Active Learning. TSD 2012: 673-680 - [c31]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: 362:1-362:2 - [p2]Erik Dovgan, Matjaz Gams:
An Access-Control Agent-Based Security System. Agents and Ambient Intelligence 2012: 239-260 - 2011
- [j36]Vedrana Vidulin, Matjaz Gams:
Impact of High-Level Knowledge on Economic Welfare through Interactive Data Mining. Appl. Artif. Intell. 25(4): 267-291 (2011) - [j35]Bostjan Kaluza, Erik Dovgan, Tea Tusar, Milind Tambe, Matjaz Gams:
A probabilistic risk analysis for multimodal entry control. Expert Syst. Appl. 38(6): 6696-6704 (2011) - [j34]Rok Piltaver, Erik Dovgan, Matjaz Gams:
An Intelligent Indoor Surveillance System. Informatica (Slovenia) 35(3): 383-390 (2011) - [c30]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 - [c29]Erik Dovgan, Matjaz Gams, Bogdan Filipic:
A multiobjective optimization algorithm for discovering driving strategies. GECCO (Companion) 2011: 751-754 - [c28]Mitja Lustrek, Hristijan Gjoreski, Simon Kozina, Bozidara Cvetkovic, Violeta Mirchevska, Matjaz Gams:
Detecting Falls with Location Sensors and Accelerometers. IAAI 2011: 1662-1667 - [c27]Hristijan Gjoreski, Mitja Lustrek, Matjaz Gams:
Accelerometer Placement for Posture Recognition and Fall Detection. Intelligent Environments 2011: 47-54 - [c26]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
- [j33]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) - [j32]Erik Dovgan, Bostjan Kaluza, Tea Tusar, Matjaz Gams:
Improving user verification by implementing an agent-based security system. J. Ambient Intell. Smart Environ. 2(1): 21-30 (2010) - [c25]Bostjan Kaluza, Violeta Mirchevska, Erik Dovgan, Mitja Lustrek, Matjaz Gams:
An Agent-Based Approach to Care in Independent Living. AmI 2010: 177-186 - [c24]Bogdan Pogorelc, Matjaz Gams:
Medically Driven Data Mining Application: Recognition of Health Problems from Gait Patterns of Elderly. ICDM Workshops 2010: 976-980 - [c23]Bogdan Pogorelc, Matjaz Gams:
Discovery of Gait Anomalies from Motion Sensor Data. ICTAI (2) 2010: 331-336 - [c22]Bogdan Pogorelc, Matjaz Gams:
Health Problems Discovery from Motion-Capture Data of Elderly. SGAI Conf. 2010: 365-378 - [c21]Bogdan Pogorelc, Matjaz Gams:
Identification of Gait Patterns Related to Health Problems of Elderly. UIC 2010: 179-191 - [p1]Matjaz Gams, Andraz Bezek:
Multi-Agent Strategic Modeling in a Specific Environment. Handbook of Ambient Intelligence and Smart Environments 2010: 731-750
2000 – 2009
- 2009
- [j31]Domen Marincic, Tea Tusar, Matjaz Gams, Tomaz Sef:
Analysis of Automatic Stress Assignment in Slovene. Informatica 20(1): 35-50 (2009) - [j30]Vedrana Vidulin, Mitja Lustrek, Matjaz Gams:
Multi-Label Approaches to Web Genre Identification. J. Lang. Technol. Comput. Linguistics 24(1): 97-114 (2009) - [c20]Mitja Lustrek, Bostjan Kaluza, Erik Dovgan, Bogdan Pogorelc, Matjaz Gams:
Behavior Analysis Based on Coordinates of Body Tags. AmI 2009: 14-23 - [c19]Violeta Mirchevska, Mitja Lustrek, Igone Vélez, Narciso González Vega, Matjaz Gams:
Classifying Posture Based on Location of Radio Tags. AMIF 2009: 85-92 - [c18]Erik Dovgan, Bostjan Kaluza, Tea Tusar, Matjaz Gams:
Agent-Based Security System for User Verification. Web Intelligence/IAT Workshops 2009: 331-334 - [c17]Domen Marincic, Matjaz Gams, Tomaz Sef:
Intraclausal Coordination and Clause Detection as a Preprocessing Step to Dependency Parsing. TSD 2009: 147-153 - 2008
- [j29]Matjaz Gams, Jana Krivec:
Demographic Analysis of Fertility Using Data Mining Tools. Informatica (Slovenia) 32(2): 147-156 (2008) - 2007
- [j28]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) - [j27]Aleksander Pivk, Philipp Cimiano, York Sure, Matjaz Gams, Vladislav Rajkovic, Rudi Studer:
Transforming arbitrary tables into logical form with TARTAR. Data Knowl. Eng. 60(3): 567-595 (2007) - [j26]Matjaz Gams, Tea Tusar:
Intelligent High-Security Access Control. Informatica (Slovenia) 31(4): 469-477 (2007) - [c16]Vedrana Vidulin, Mitja Lustrek, Matjaz Gams:
Evaluation of Different Approaches to Training a Genre Classifier. Artificial Intelligence and Pattern Recognition 2007: 515-520 - 2006
- [j25]Mitja Lustrek, Matjaz Gams, Ivan Bratko:
Is real-valued minimax pathological? Artif. Intell. 170(6-7): 620-642 (2006) - [j24]Andraz Bezek, Matjaz Gams:
Comparing a Traditional and a Multi-Agent Load-Balancing System. Comput. Artif. Intell. 25(1): 17-42 (2006) - [j23]Aleksander Pivk, Matjaz Gams, Mitja Lustrek:
Semantic Search in Tabular Structures. Informatica (Slovenia) 30(2): 143-152 (2006) - [j22]Domen Marincic, Matjaz Gams, Mitja Lustrek:
Knowledge vs. Simulation for Bidding in Tarok. Informatica (Slovenia) 30(4): 467-476 (2006) - [c15]Andraz Bezek, Matjaz Gams, Ivan Bratko:
Multi-agent strategic modeling in a robotic soccer domain. AAMAS 2006: 457-464 - 2005
- [j21]Andraz Bezek, Matjaz Gams:
From Basic Agent Behavior to Strategic Patterns in a Robotic Soccer Domain. Informatica (Slovenia) 29(4): 461-468 (2005) - [c14]Mitja Lustrek, Matjaz Gams, Ivan Bratko:
Why Minimax Works: An Alternative Explanation. IJCAI 2005: 212-217 - 2004
- [j20]Tomaz Sef, Matjaz Gams:
Data Mining For Creating Accentuation Rules. Appl. Artif. Intell. 18(5): 395-410 (2004) - [j19]Jure Ferlez, Matjaz Gams:
Shortest-Path Semantic Distance Measure in WordNet v2.0. Informatica (Slovenia) 28(4): 381-386 (2004) - 2003
- [j18]Mitja Lustrek, Matjaz Gams, Ivan Bratko:
A Program for Playing Tarok. J. Int. Comput. Games Assoc. 26(3): 190-197 (2003) - [j17]Tomaz Sef, Matjaz Gams:
SPEAKER (GOVOREC): A Complete Slovenian Text-to Speech System. Int. J. Speech Technol. 6(3): 277-287 (2003) - [j16]Andraz Bezek, Matjaz Gams:
Increasing Fault-Tolerance of Multi-Agent Systems. Informatica (Slovenia) 27(4): 417-424 (2003) - [c13]Andraz Bezek, Matjaz Gams:
Agent-oriented software engineering: a comparison of agent and non-agent version of a cluster server. AAMAS 2003: 930-931 - [c12]Andraz Bezek, Matjaz Gams:
An Agent Version of a Cluster Server. CCGRID 2003: 641-644 - [c11]Matjaz Gams:
Intelligent Systems and Information Extraction - True and Applicative. IIS 2003: 441-450 - 2002
- [j15]Aleksander Pivk, Matjaz Gams:
Domain-dependent information gathering agent. Expert Syst. Appl. 23(3): 207-218 (2002) - [j14]Matjaz Gams:
The Turing Machine May Not Be the Universal Machine. Minds Mach. 12(1): 137-142 (2002) - [c10]Aleksander Pivk, Matjaz Gams:
A Semi-Universal E-Commerce Agent. ICEIS 2002: 981-988 - [c9]Tomaz Sef, Maja Skrjanc, Matjaz Gams:
Automatic Lexical Stress Assignment of Unknown Words for Highly Inflected Slovenian Language. TSD 2002: 165-172 - 2001
- [j13]Matjaz Gams:
A Uniform Internet-Communicative Agent. Electron. Commer. Res. 1(1/2): 69-84 (2001) - [j12]Andraz Bezek, Matjaz Gams:
An agent that understands job descriptions. Informatica (Slovenia) 25(1) (2001) - [j11]Matjaz Gams, Marko Bohanec:
Intelligent systems applications. Informatica (Slovenia) 25(3) (2001) - 2000
- [c8]Matjaz Gams, Tomaz Sef:
A complete text-to-speech system for the Slovenian language. EUSIPCO 2000: 1-4
1990 – 1999
- 1999
- [j10]Matjaz Gams:
Information Society And The Intelligent Systems Generation. Informatica (Slovenia) 23(4) (1999) - [c7]Tomaz Sef, Matjaz Gams:
SoundHint system for blind and partially sightless people. ICECS 1999: 1577-1580 - 1998
- [j9]Damjan Bojadziev, Matjaz Gams:
Addendum to "Sloman's View of Gödel's Sentence". Artif. Intell. 98(1-2): 363-365 (1998) - [j8]Xindong Wu, Guang Fang, Matjaz Gams:
LFA+: A Fast Chaining Algorithm for Rule-Based Systems. Informatica (Slovenia) 22(3) (1998) - [c6]Tomaz Sef, Ales Dobnikar, Matjaz Gams:
Text-to-speech synthesis in Slovenian language. EUSIPCO 1998: 1-4 - [c5]Tomaz Sef, Ales Dobnikar, Matjaz Gams:
Improvements in slovene text-to-speech synthesis. ICSLP 1998 - 1996
- [j7]Matjaz Gams:
Intelligent-Personalagent Interface for Operating Systems. Appl. Artif. Intell. 10(4): 353-383 (1996) - [j6]Matjaz Gams, Matija Drobnic, Neda Karba:
Average-Case Improvements When Integrating ML and KA. Appl. Intell. 6(2): 87-99 (1996) - [j5]Matjaz Gams, Ivan Bratko:
AI in Eastern and Central Europe. Informatica (Slovenia) 20(2) (1996) - 1995
- [j4]Matjaz Gams:
Strong vs. Weak AI. Informatica (Slovenia) 19(4) (1995) - 1994
- [j3]Matjaz Gams:
Benchmarking Indicates Relevance of Multiple Knowledge. Informatica (Slovenia) 18(4) (1994) - 1993
- [j2]Matjaz Gams:
Real AI. Informatica (Slovenia) 17(1) (1993) - 1992
- [c4]Matija Drobnic, Matjaz Gams:
Analysis of Classification With Two Classifiers. AIMSA 1992: 125-130 - 1991
- [j1]Matjaz Gams, Matija Drobnic, Marko Petkovsek:
Learning from Examples - A Uniform View. Int. J. Man Mach. Stud. 34(1): 49-68 (1991) - [c3]Pavel Brazdil, Matjaz Gams, Sati S. Sian, Luís Torgo, Walter Van de Velde:
Panel: Learning in Distributed Systems and Multi-Agent Environments. EWSL 1991: 412-423
1980 – 1989
- 1989
- [c2]Matjaz Gams, Aram Karalic:
New Empirical Learning Mechanisms Perform Significantly Better in Real Life Domains. ML 1989: 99-103 - 1987
- [c1]Matjaz Gams, Nada Lavrac:
Review of Five Empirical Learning Systems Within a Proposed Schemata. EWSL 1987: 46-66
Coauthor Index
[j98] [j96] [j95] [j90] [j89] [c68] [p3] [j82] [c65] [c64] [c63] [c61] [j76] [j71] [c57] [j70] [j66] [c53] [c52] [j64] [j62] [j59] [j58] [j57] [j56] [c49] [c48] [j54] [j53] [j52] [j48] [c46] [c45] [c44] [c42] [c41] [c40] [c39] [c38] [j40] [j37] [c37] [c36] [c35] [c33] [c30] [c28] [c27] [c26] [j33] [c25] [j30] [c20] [c19] [j28] [c16] [j25] [j23] [j22] [c14] [j18]
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