Matjaz Gams

Orcid: 0000-0002-5747-0711

According to our database1, Matjaz Gams authored at least 178 papers between 1987 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

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

EU Smart Cities: Towards a New Framework of Urban Digital Transformation.
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

A Prestudy of Machine Learning in Industrial Quality Control Pipelines.
Informatica (Slovenia), 2022

Applications of the Insieme Platform: A Case Study.
Informatica (Slovenia), 2022

AI and Games at IJCAI - ECAI 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

ACM Turing Award for 2020 Honors Alfred Vaino Aho and Jeffrey David Ullman.
Informatica (Slovenia), 2021

Learning comprehensible and accurate hybrid trees.
Expert Syst. Appl., 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

Artificial intelligence and ambient intelligence.
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

Toward Early Detection and Monitoring of Chronic Heart Failure Using Heart Sounds.
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

Winning the Sussex-Huawei Locomotion-Transportation Recognition Challenge.
Proceedings of the Human Activity Sensing - Corpus and Applications, 2019

2018
Non-Invasive Blood Pressure Estimation from ECG Using Machine Learning Techniques.
Sensors, 2018

Identifying a person with door-mounted accelerometer.
J. Ambient Intell. Smart Environ., 2018

An Inter-domain Study for Arousal Recognition from Physiological Signals.
Informatica (Slovenia), 2018

IJCAI 2018 - Chinese Dominance Established.
Informatica (Slovenia), 2018

Application for Viral Hepatitis Infection Risk Assessment - HEPY.
Informatica (Slovenia), 2018

Surrogate-agent modeling for improved training.
Eng. Appl. Artif. Intell., 2018

Virtual Assistants for the Cultural Heritage Domain.
Proceedings of the VR Technologies in Cultural Heritage - First International Conference, 2018


Deep Ensembles for Inter-Domain Arousal Recognition.
Proceedings of the Workshop on Artificial Intelligence in Affective Computing, 2018

Intelligent Assistant for Elderly.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Novel Data Processing Approach for Deriving Blood Pressure from ECG Only.
Proceedings of the ICT Innovations 2018. Engineering and Life Sciences, 2018

A New Frontier for Activity Recognition: The Sussex-Huawei Locomotion Challenge.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

Multi-Task Ensemble Learning for Affect Recognition.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

Applying Multiple Knowledge to Sussex-Huawei Locomotion Challenge.
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
Monitoring stress with a wrist device using context.
J. Biomed. Informatics, 2017

Dynamic Protocol for the Demand Management of Heterogeneous Resources with Convex Cost Functions.
Informatica (Slovenia), 2017

Superintelligence, AI and an Overview of IJCAI 2017.
Informatica (Slovenia), 2017

Application for Sexually Transmitted Infection Risk Assessment.
Informatica (Slovenia), 2017

Hybrid Multi-Agent Strategy Discovering Algorithm for human behavior.
Expert Syst. Appl., 2017

An intelligent system to monitor refrigeration devices.
Expert Syst. J. Knowl. Eng., 2017

Intelligent assistant carer for active aging.
EURASIP J. Adv. Signal Process., 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

Intelligent System to Assist the Independent Living of the Elderly.
Proceedings of the 2017 International Conference on Intelligent Environments, 2017

JSI Sound - a Machine-Learning Tool in Orange for Simple Biosound Classification.
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

Deep affect recognition from R-R intervals.
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
How Accurately Can Your Wrist Device Recognize Daily Activities and Detect Falls?
Sensors, 2016

Learning of assembly constraints by demonstration and active exploration.
Ind. Robot, 2016

A Temporal Perspective on the Paradox of Pinocchio's Nose.
Informatica (Slovenia), 2016

IJCAI 2016 - The best AI times ever?
Informatica (Slovenia), 2016

What makes classification trees comprehensible?
Expert Syst. Appl., 2016

Using Smartwatch as Telecare and Fall Detection Device.
Proceedings of the 12th International Conference on Intelligent Environments, 2016

Continuous stress detection using a wrist device: in laboratory and real life.
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

Continuous Live Stress Monitoring with a Wristband.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

2015
Fall Detection Using Location Sensors and Accelerometers.
IEEE Pervasive Comput., 2015

Competitive Live Evaluations of Activity-Recognition Systems.
IEEE Pervasive Comput., 2015

Adapting activity recognition to a person with Multi-Classifier Adaptive Training.
J. Ambient Intell. Smart Environ., 2015

Trade-off between Energy Consumption and Comfort Experience in Smart Buildings.
Inf. Technol. Control., 2015

IJCAI 2015 - The Worst Best Ever.
Informatica (Slovenia), 2015

Multiple-Criteria Approach to Optimisation of Multidimensional Data Models.
Informatica, 2015

Multi-Agent Architecture for Control of Heating and Cooling in a Residential Space.
Comput. J., 2015

A Novel Way of Using Simulations to Support Urban Security Operations.
Comput. Informatics, 2015

Context-based ensemble method for human energy expenditure estimation.
Appl. Soft Comput., 2015

Intelligent System for Diagnosis of Erythema Migrans.
Appl. Artif. Intell., 2015

MIA: A multi-purpose intelligent assistant.
Proceedings of the 38th International Convention on Information and Communication Technology, 2015

Automatic Detection of Perceived Stress in Campus Students Using Smartphones.
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

Person Identification by Analyzing Door Accelerations in Time and Frequency Domain.
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

Combining human analysis and machine data mining to obtain credible data relations.
Inf. Sci., 2014

Editorial: "Michie-Turing" IS2014 Award recipient: Prof. Dr. Janez Grad.
Informatica (Slovenia), 2014

The Unexpected Hanging Paradox from an AI Viewpoint.
Informatica (Slovenia), 2014

A Multi-Agent Care System to Support Independent Living.
Int. J. Artif. Intell. Tools, 2014

Combining domain knowledge and machine learning for robust fall detection.
Expert Syst. J. Knowl. Eng., 2014

Discovering Strategic Behaviour of Multi-Agent Systems in Adversary Settings.
Comput. Informatics, 2014

Discovering driving strategies with a multiobjective optimization algorithm.
Appl. Soft Comput., 2014

Multi-objective learning of accurate and comprehensible classifiers - A case study.
Proceedings of the STAIRS 2014, 2014

RAReFall - Real-time activity recognition and fall detection system.
Proceedings of the 2014 IEEE International Conference on Pervasive Computing and Communication Workshops, 2014

Telehealth using ECG sensor and accelerometer.
Proceedings of the 37th International Convention on Information and Communication Technology, 2014

Surrogate-Agent Modeling for Improved Training.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Medical diagnostics based on combination of sensor and user-provided data.
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

Multi-objective learning of hybrid classifiers.
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

Alan Turing, Turing Machines and Stronger.
Informatica (Slovenia), 2013

Comparing a multiobjective optimization algorithm for discovering driving strategies with humans.
Expert Syst. Appl., 2013

Ensembles of multiple sensors for human energy expenditure estimation.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

Efficient Activity Recognition and Fall Detection Using Accelerometers.
Proceedings of the Evaluating AAL Systems Through Competitive Benchmarking, 2013

2012
An Access-Control Agent-Based Security System.
Proceedings of the Agents and Ambient Intelligence, 2012

Independent-valued minimax: Pathological or beneficial?
Theor. Comput. Sci., 2012

Semantic ambient media: From ambient advertising to ambient-assisted living.
Multim. Tools Appl., 2012

Automatic recognition of gait-related health problems in the elderly using machine learning.
Multim. Tools Appl., 2012

The pathology of heuristic search in the 8-puzzle.
J. Exp. Theor. Artif. Intell., 2012

Home-based health monitoring of the elderly through gait recognition.
J. Ambient Intell. Smart Environ., 2012

Analysis of daily-living dynamics.
J. Ambient Intell. Smart Environ., 2012

Parsing With Clause and Intra-clausal Coordination Detection.
Comput. Informatics, 2012

An integrated approach to mission analysis and mission rehearsal.
Proceedings of the Winter Simulation Conference, 2012

Question Classification with Active Learning.
Proceedings of the Text, Speech and Dialogue - 15th International Conference, 2012

Confidence: Ubiquitous Care System to Support Independent Living.
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

Context-Based Fall Detection Using Inertial and Location Sensors.
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

Context-aware MAS to support elderly people (demonstration).
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011
An Intelligent Indoor Surveillance System.
Informatica (Slovenia), 2011

A probabilistic risk analysis for multimodal entry control.
Expert Syst. Appl., 2011

Impact of High-Level Knowledge on Economic Welfare through Interactive Data Mining.
Appl. Artif. Intell., 2011

A Multi-Agent System for Remote Eldercare.
Proceedings of the Trends in Practical Applications of Agents and Multiagent Systems, 2011

Accelerometer Placement for Posture Recognition and Fall Detection.
Proceedings of the 7th International Conference on Intelligent Environments, 2011

Detecting Falls with Location Sensors and Accelerometers.
Proceedings of the Twenty-Third Conference on Innovative Applications of Artificial Intelligence, 2011

A multiobjective optimization algorithm for discovering driving strategies.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Intelligent Monitoring of the Elderly in Home Environment.
Proceedings of the AI and Health Communication, 2011

2010
Improving user verification by implementing an agent-based security system.
J. Ambient Intell. Smart Environ., 2010

When is it better not to look ahead?
Artif. Intell., 2010

Identification of Gait Patterns Related to Health Problems of Elderly.
Proceedings of the Ubiquitous Intelligence and Computing - 7th International Conference, 2010

Health Problems Discovery from Motion-Capture Data of Elderly.
Proceedings of the Research and Development in Intelligent Systems XXVII, 2010

Discovery of Gait Anomalies from Motion Sensor Data.
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

An Agent-Based Approach to Care in Independent Living.
Proceedings of the Ambient Intelligence, 2010

Multi-Agent Strategic Modeling in a Specific Environment.
Proceedings of the Handbook of Ambient Intelligence and Smart Environments, 2010

2009
Multi-Label Approaches to Web Genre Identification.
J. Lang. Technol. Comput. Linguistics, 2009

Analysis of Automatic Stress Assignment in Slovene.
Informatica, 2009

Intraclausal Coordination and Clause Detection as a Preprocessing Step to Dependency Parsing.
Proceedings of the Text, Speech and Dialogue, 12th International Conference, 2009

Agent-Based Security System for User Verification.
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2009

Classifying Posture Based on Location of Radio Tags.
Proceedings of the Ambient Intelligence Perspectives II, 2009

Behavior Analysis Based on Coordinates of Body Tags.
Proceedings of the Ambient Intelligence, 2009

2008
Demographic Analysis of Fertility Using Data Mining Tools.
Informatica (Slovenia), 2008

2007
Intelligent High-Security Access Control.
Informatica (Slovenia), 2007

Transforming arbitrary tables into logical form with TARTAR.
Data Knowl. Eng., 2007

Training the Genre Classifier for Automatic Classification of Web Pages.
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
Semantic Search in Tabular Structures.
Informatica (Slovenia), 2006

Knowledge vs. Simulation for Bidding in Tarok.
Informatica (Slovenia), 2006

Comparing a Traditional and a Multi-Agent Load-Balancing System.
Comput. Artif. Intell., 2006

Is real-valued minimax pathological?
Artif. Intell., 2006

Multi-agent strategic modeling in a robotic soccer domain.
Proceedings of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), 2006

2005
From Basic Agent Behavior to Strategic Patterns in a Robotic Soccer Domain.
Informatica (Slovenia), 2005

Why Minimax Works: An Alternative Explanation.
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

Data Mining For Creating Accentuation Rules.
Appl. Artif. Intell., 2004

2003
Increasing Fault-Tolerance of Multi-Agent Systems.
Informatica (Slovenia), 2003

SPEAKER (GOVOREC): A Complete Slovenian Text-to Speech System.
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

An Agent Version of a Cluster Server.
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
The Turing Machine May Not Be the Universal Machine.
Minds Mach., 2002

Domain-dependent information gathering agent.
Expert Syst. Appl., 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

A Uniform Internet-Communicative Agent.
Electron. Commer. Res., 2001

2000
A complete text-to-speech system for the Slovenian language.
Proceedings of the 10th European Signal Processing Conference, 2000

1999
Information Society And The Intelligent Systems Generation.
Informatica (Slovenia), 1999

SoundHint system for blind and partially sightless people.
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

Addendum to "Sloman's View of Gödel's Sentence".
Artif. Intell., 1998

Improvements in slovene text-to-speech synthesis.
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

Text-to-speech synthesis in Slovenian language.
Proceedings of the 9th European Signal Processing Conference, 1998

1996
AI in Eastern and Central Europe.
Informatica (Slovenia), 1996

Average-Case Improvements When Integrating ML and KA.
Appl. Intell., 1996

Intelligent-Personalagent Interface for Operating Systems.
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
Learning from Examples - A Uniform View.
Int. J. Man Mach. Stud., 1991

Panel: Learning in Distributed Systems and Multi-Agent Environments.
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


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