Mitja Lustrek

According to our database1, Mitja Lustrek authored at least 94 papers between 2003 and 2019.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

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Homepages:

On csauthors.net:

Bibliography

2019
Blood Pressure Estimation from Photoplethysmogram Using a Spectro-Temporal Deep Neural Network.
Sensors, 2019

On Applying Ambient Intelligence to Assist People with Profound Intellectual and Multiple Disabilities.
Proceedings of the Intelligent Systems and Applications, 2019


2018
Using Markov Chains and Multi-Objective Optimization for Energy-Efficient Context Recognition.
Sensors, 2018

Continuous Blood Pressure Estimation from PPG Signal.
Informatica (Slovenia), 2018

Introduction to the Special Anniversary Issue on "AI in Slovenia".
Informatica (Slovenia), 2018

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

Choosing Duty-Cycle Parameters for Context Recognition.
Proceedings of the 14th International Conference on Intelligent Environments, 2018

Physical Fitness Forecasting and Risk Estimation in Slovenian Schoolchildren.
Proceedings of the Data, 2018

Blood Pressure Estimation with a Wristband Optical Sensor.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 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

My Watch Says I'm Busy: Inferring Cognitive Load with Low-Cost Wearables.
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

Analysing Physiology of Interpersonal Conflicts Using a Wrist Device.
Proceedings of the Ambient Intelligence - 14th European Conference, 2018

2017
Monitoring stress with a wrist device using context.
Journal of Biomedical Informatics, 2017

e-Gibalec: Mobile application to monitor and encourage physical activity in schoolchildren.
JAISE, 2017

An intelligent system to monitor refrigeration devices.
Expert Systems, 2017

Monitoring Physical Activity and Mental Stress Using Wrist-Worn Device and a Smartphone.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Management of Physical, Mental and Environmental Stress at the Workplace.
Proceedings of the 2017 International Conference on Intelligent Environments, 2017


Analyzing tennis game through sensor data with machine learning and multi-objective optimization.
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

Energy-efficient data collection for context recognition.
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

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

Real-time physical activity and mental stress management with a wristband and a smartphone.
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
Estimating Energy Expenditure With Multiple Models Using Different Wearable Sensors.
IEEE J. Biomedical and Health Informatics, 2016

How Accurately Can Your Wrist Device Recognize Daily Activities and Detect Falls?
Sensors, 2016

Activity Recognition for Diabetic Patients Using a Smartphone.
J. Medical Systems, 2016

e-Turist: An Intelligent Personalised Trip Guide.
Informatica (Slovenia), 2016

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

A computational method for designing diverse linear epitopes including citrullinated peptides with desired binding affinities to intravenous immunoglobulin.
BMC Bioinformatics, 2016

Mobile Application to Stimulate Physical Activity in Schoolchildren.
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, 2016

Anticipatory system for T-H-C dynamics in room with real and virtual sensors.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

An intelligent system to improve T-H-C parameters at the workplace.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 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 Computing, 2015

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

Adapting activity recognition to a person with Multi-Classifier Adaptive Training.
JAISE, 2015

Trade-off between Energy Consumption and Comfort Experience in Smart Buildings.
ITC, 2015

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

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

Recognising lifestyle activities of diabetic patients with a smartphone.
Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare, 2015

Demo abstract: Activity recognition and human energy expenditure estimation with a smartphone.
Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communication Workshops, 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

Recognition of high-level activities with a smartphone.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015

2014
Context-based fall detection and activity recognition using inertial and location sensors.
JAISE, 2014

A Multi-Agent Care System to Support Independent Living.
International Journal on Artificial Intelligence Tools, 2014

Combining domain knowledge and machine learning for robust fall detection.
Expert Systems, 2014

Discovering Strategic Behaviour of Multi-Agent Systems in Adversary Settings.
Computing and Informatics, 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

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

Monitoring Patients' Lifestyle with a Smartphone and Other Devices Placed Freely on the Body.
Proceedings of the Ambient Intelligence, European Conference, 2014

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

Towards Human Energy Expenditure Estimation Using Smart Phone Inertial Sensors.
Proceedings of the Ambient Intelligence - 4th International Joint Conference, 2013

Energy Expenditure Estimation DEMO Application.
Proceedings of the Ambient Intelligence - 4th International Joint Conference, 2013

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

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

Tissue-based Alzheimer gene expression markers - comparison of multiple machine learning approaches and investigation of redundancy in small biomarker sets.
BMC Bioinformatics, 2012

Energy expenditure estimation with wearable accelerometers.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

A Non Invasive, Wearable Sensor Platform for Multi-parametric Remote Monitoring in CHF Patients.
Proceedings of the Impact Analysis of Solutions for Chronic Disease Prevention and Management, 2012

Medical Expert Support Tool (MEST): A Person-Centric Approach for Healthcare Management.
Proceedings of the Impact Analysis of Solutions for Chronic Disease Prevention and Management, 2012

Confidence: Ubiquitous Care System to Support Independent Living.
Proceedings of the ECAI 2012, 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
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

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

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

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

2009
Multi-Label Approaches to Web Genre Identification.
JLCL, 2009

Fall Detection and Activity Recognition with Machine Learning.
Informatica (Slovenia), 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
Dynamic Control in Real-Time Heuristic Search.
J. Artif. Intell. Res., 2008

Pathology in heuristic search.
AI Commun., 2008

Thinking Too Much: Pathology in Pathfinding.
Proceedings of the ECAI 2008, 2008

2007
Training the Genre Classifier for Automatic Classification of Web Pages.
CIT, 2007

Dynamic Control in Path-Planning with Real-Time Heuristic Search.
Proceedings of the Seventeenth International Conference on Automated Planning and Scheduling, 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

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

Lookahead Pathology in Real-Time Path-Finding.
Proceedings of the Proceedings, 2006

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

2003
A Program for Playing Tarok.
ICGA Journal, 2003


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