Matjaz Gams
Orcid: 0000-0002-5747-0711
According to our database1,
Matjaz Gams
authored at least 180 papers
between 1987 and 2024.
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Bibliography
2024
IEEE J. Biomed. Health Informatics, November, 2024
Enhancing healthcare with intelligent environments: Integrating medical knowledge into GPT for advanced medical personal chatbots.
J. Smart Cities Soc., 2024
2023
Predicting a Fall Based on Gait Anomaly Detection: A Comparative Study of Wrist-Worn Three-Axis and Mobile Phone-Based Accelerometer Sensors.
Sensors, October, 2023
Informatica (Slovenia), 2023
2022
Developing a pragmatic evaluation of ICTs for older adults with cognitive impairment at scale: the IN LIFE experience.
Univers. Access Inf. Soc., 2022
What Actually Works for Activity Recognition in Scenarios with Significant Domain Shift: Lessons Learned from the 2019 and 2020 Sussex-Huawei Challenges.
Sensors, 2022
Ranking Effectiveness of Non-Pharmaceutical Interventions Against COVID-19: A Review.
Informatica (Slovenia), 2022
Informatica (Slovenia), 2022
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), 2022
2021
Persuasive Technology for Mental Health: One Step Closer to (Mental Health Care) Equality?
IEEE Technol. Soc. Mag., 2021
Analysis of Deep Transfer Learning Using DeepConvLSTM for Human Activity Recognition from Wearable Sensors.
Informatica (Slovenia), 2021
Informatica (Slovenia), 2021
Cognitive Load Monitoring With Wearables-Lessons Learned From a Machine Learning Challenge.
IEEE Access, 2021
2020
Detection of Gait Abnormalities for Fall Risk Assessment Using Wrist-Worn Inertial Sensors and Deep Learning.
Sensors, 2020
Can We Ditch Feature Engineering? End-to-End Deep Learning for Affect Recognition from Physiological Sensor Data.
Sensors, 2020
Classical and deep learning methods for recognizing human activities and modes of transportation with smartphone sensors.
Inf. Fusion, 2020
Machine Learning and End-to-End Deep Learning for Monitoring Driver Distractions From Physiological and Visual Signals.
IEEE Access, 2020
Machine Learning and End-to-End Deep Learning for the Detection of Chronic Heart Failure From Heart Sounds.
IEEE Access, 2020
Designing an Intelligent Cognitive Assistant as Persuasive Technology for Stress, Anxiety and Depression Relief.
Proceedings of the 15th International Conference on Persuasive Technology, Adjunct Proceedings (PERSUASIVE 2020), Aalborg, Denmark, April 20th, 2020
PerMEASS - Personal Mental Health Virtual Assistant with Novel Ambient Intelligence Integration.
Proceedings of the First International AAI4H, 2020
2019
A Real-Time Multiobjective Optimization Algorithm for Discovering Driving Strategies.
Transp. Sci., 2019
J. Ambient Intell. Smart Environ., 2019
Report from IJCAI 2019 - Top AI conference for 50 years Subtitle: Which Crisis is Coming First - of AI or of World Economy?
Informatica (Slovenia), 2019
Proceedings of the Intelligent Environments 2019, 2019
Cross-location transfer learning for the sussex-huawei locomotion recognition challenge.
Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019
Proceedings of the Human Activity Sensing - Corpus and Applications, 2019
2018
Sensors, 2018
J. Ambient Intell. Smart Environ., 2018
Informatica (Slovenia), 2018
Informatica (Slovenia), 2018
Proceedings of the VR Technologies in Cultural Heritage - First International Conference, 2018
INLIFE - Independent Living Support Functions for the Elderly: Technology and Pilot Overview.
Proceedings of the Intelligent Environments 2018, 2018
Proceedings of the Workshop on Artificial Intelligence in Affective Computing, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the ICT Innovations 2018. Engineering and Life Sciences, 2018
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018
ECG-derived Blood Pressure Classification using Complexity Analysis-based Machine Learning.
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018
2017
Dynamic Protocol for the Demand Management of Heterogeneous Resources with Convex Cost Functions.
Informatica (Slovenia), 2017
Informatica (Slovenia), 2017
Expert Syst. Appl., 2017
Expert Syst. J. Knowl. Eng., 2017
Chronic Heart Failure Detection from Heart Sounds Using a Stack of Machine-Learning Classifiers.
Proceedings of the 2017 International Conference on Intelligent Environments, 2017
Proceedings of the 2017 International Conference on Intelligent Environments, 2017
Proceedings of the Workshop on Advances in Bioinformatics and Artificial Intelligence: Bridging the Gap co-located with 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), 2017
Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017
2016
Sensors, 2016
Ind. Robot, 2016
Informatica (Slovenia), 2016
Proceedings of the 12th International Conference on Intelligent Environments, 2016
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016
2015
IEEE Pervasive Comput., 2015
IEEE Pervasive Comput., 2015
J. Ambient Intell. Smart Environ., 2015
Inf. Technol. Control., 2015
Informatica, 2015
Comput. J., 2015
Comput. Informatics, 2015
Appl. Soft Comput., 2015
Proceedings of the 38th International Convention on Information and Communication Technology, 2015
Proceedings of the 2015 International Conference on Intelligent Environments, 2015
Human Activity Recognition: From Controlled Lab Experiments to Competitive Live Evaluation.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015
Proceedings of the Ambient Intelligence - 12th European Conference, AmI 2015, 2015
2014
Context-based fall detection and activity recognition using inertial and location sensors.
J. Ambient Intell. Smart Environ., 2014
Inf. Sci., 2014
Informatica (Slovenia), 2014
Int. J. Artif. Intell. Tools, 2014
Expert Syst. J. Knowl. Eng., 2014
Comput. Informatics, 2014
Appl. Soft Comput., 2014
Proceedings of the STAIRS 2014, 2014
Proceedings of the 2014 IEEE International Conference on Pervasive Computing and Communication Workshops, 2014
Proceedings of the 37th International Convention on Information and Communication Technology, 2014
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014
Proceedings of the 3rd International Workshop on Artificial Intelligence and Assistive Medicine co-located with the 21th European Conference on Artificial Intelligence (ECAI 2014), 2014
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014
Using multiple contexts to distinguish standing from sitting with a single accelerometer.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014
2013
Ambient bloom: new business, content, design and models to increase the semantic ambient media experience.
Multim. Tools Appl., 2013
Detecting gait-related health problems of the elderly using multidimensional dynamic time warping approach with semantic attributes.
Multim. Tools Appl., 2013
Comparing a multiobjective optimization algorithm for discovering driving strategies with humans.
Expert Syst. Appl., 2013
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013
Proceedings of the Evaluating AAL Systems Through Competitive Benchmarking, 2013
2012
Proceedings of the Agents and Ambient Intelligence, 2012
Multim. Tools Appl., 2012
Automatic recognition of gait-related health problems in the elderly using machine learning.
Multim. Tools Appl., 2012
J. Exp. Theor. Artif. Intell., 2012
J. Ambient Intell. Smart Environ., 2012
Comput. Informatics, 2012
Proceedings of the Winter Simulation Conference, 2012
Proceedings of the Text, Speech and Dialogue - 15th International Conference, 2012
Proceedings of the ECAI 2012, 2012
Recognition of Patterns of Health Problems and Falls in the Elderly Using Data Mining.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012
Proceedings of the Ambient Intelligence - Third International Joint Conference, 2012
Multi-Classifier Adaptive Training: Specialising an Activity Recognition Classifier Using Semi-supervised Learning.
Proceedings of the Ambient Intelligence - Third International Joint Conference, 2012
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012
2011
Appl. Artif. Intell., 2011
Proceedings of the Trends in Practical Applications of Agents and Multiagent Systems, 2011
Proceedings of the 7th International Conference on Intelligent Environments, 2011
Proceedings of the Twenty-Third Conference on Innovative Applications of Artificial Intelligence, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the AI and Health Communication, 2011
2010
J. Ambient Intell. Smart Environ., 2010
Proceedings of the Ubiquitous Intelligence and Computing - 7th International Conference, 2010
Proceedings of the Research and Development in Intelligent Systems XXVII, 2010
Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010
Medically Driven Data Mining Application: Recognition of Health Problems from Gait Patterns of Elderly.
Proceedings of the ICDMW 2010, 2010
Proceedings of the Ambient Intelligence, 2010
Proceedings of the Handbook of Ambient Intelligence and Smart Environments, 2010
2009
J. Lang. Technol. Comput. Linguistics, 2009
Intraclausal Coordination and Clause Detection as a Preprocessing Step to Dependency Parsing.
Proceedings of the Text, Speech and Dialogue, 12th International Conference, 2009
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2009
Proceedings of the Ambient Intelligence Perspectives II, 2009
Proceedings of the Ambient Intelligence, 2009
2008
Informatica (Slovenia), 2008
2007
J. Comput. Inf. Technol., 2007
Evaluation of Different Approaches to Training a Genre Classifier.
Proceedings of the International Conference on Artificial Intelligence and Pattern Recognition, 2007
2006
Comput. Artif. Intell., 2006
Proceedings of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), 2006
2005
Informatica (Slovenia), 2005
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
2004
Shortest-Path Semantic Distance Measure in WordNet v2.0.
Informatica (Slovenia), 2004
2003
Increasing Fault-Tolerance of Multi-Agent Systems.
Informatica (Slovenia), 2003
Int. J. Speech Technol., 2003
A Program for Playing Tarok.
J. Int. Comput. Games Assoc., 2003
Intelligent Systems and Information Extraction - True and Applicative.
Proceedings of the Intelligent Information Processing and Web Mining, 2003
Proceedings of the 3rd IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2003), 2003
Agent-oriented software engineering: a comparison of agent and non-agent version of a cluster server.
Proceedings of the Second International Joint Conference on Autonomous Agents & Multiagent Systems, 2003
2002
Automatic Lexical Stress Assignment of Unknown Words for Highly Inflected Slovenian Language.
Proceedings of the Text, Speech and Dialogue, 5th International Conference, 2002
A Semi-Universal E-Commerce Agent.
Proceedings of the ICEIS 2002, 2002
2001
Intelligent systems applications.
Informatica (Slovenia), 2001
An agent that understands job descriptions.
Informatica (Slovenia), 2001
2000
Proceedings of the 10th European Signal Processing Conference, 2000
1999
Information Society And The Intelligent Systems Generation.
Informatica (Slovenia), 1999
Proceedings of the 6th IEEE International Conference on Electronics, Circuits and Systems, 1999
1998
LFA+: A Fast Chaining Algorithm for Rule-Based Systems.
Informatica (Slovenia), 1998
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998
Proceedings of the 9th European Signal Processing Conference, 1998
1996
AI in Eastern and Central Europe.
Informatica (Slovenia), 1996
Appl. Artif. Intell., 1996
1995
Strong vs. Weak AI.
Informatica (Slovenia), 1995
1994
Benchmarking Indicates Relevance of Multiple Knowledge.
Informatica (Slovenia), 1994
1993
Real AI.
Informatica (Slovenia), 1993
1992
Analysis of Classification With Two Classifiers.
Proceedings of the Artificial Intelligence V: Methodology, Systems, Applications, 1992
1991
Proceedings of the Machine Learning, 1991
1989
New Empirical Learning Mechanisms Perform Significantly Better in Real Life Domains.
Proceedings of the Sixth International Workshop on Machine Learning (ML 1989), 1989
1987
Review of Five Empirical Learning Systems Within a Proposed Schemata.
Proceedings of the Progress in Machine Learning, 1987