Mitja Lustrek

发表

Multi-objective learning of accurate and comprehensible classifiers - A case study

Matjaz Gams, Rok Piltaver, Mitja Lustrek, 2014, STAIRS.

An Inter-domain Study for Arousal Recognition from Physiological Signals

Matjaz Gams, Martin Gjoreski, Mitja Lustrek, 2018, Informatica.

Cross-dataset deep transfer learning for activity recognition

Martin Gjoreski, Mitja Lustrek, Hristijan Gjoreski, 2019, UbiComp/ISWC Adjunct.

Telehealth using ECG sensor and accelerometer

Matjaz Gams, Mitja Lustrek, Hristijan Gjoreski, 2014, 2014 37th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO).

Combining domain knowledge and machine learning for robust fall detection

Matjaz Gams, Mitja Lustrek, Violeta Mirchevska, 2014, Expert Syst. J. Knowl. Eng..

CrowdHEALTH: Holistic Health Records and Big Data Analytics for Health Policy Making and Personalized Health

George Vassilacopoulos, Dimosthenis Kyriazis, Andreas Menychtas, 2017, ICIMTH.

A New Frontier for Activity Recognition: The Sussex-Huawei Locomotion Challenge

Jani Bizjak, Matjaz Gams, Martin Gjoreski, 2018, UbiComp/ISWC Adjunct.

Multi-Classifier Adaptive Training: Specialising an Activity Recognition Classifier Using Semi-supervised Learning

Matjaz Gams, Mitja Lustrek, Bozidara Cvetkovic, 2012, AmI.

Pathology in heuristic search

Mitja Lustrek, 2008, AI Commun..

Analysing Physiology of Interpersonal Conflicts Using a Wrist Device

Martin Gjoreski, Mitja Lustrek, Junos Lukan, 2018, AmI.

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

Veljko Pejovic, Martin Gjoreski, Mitja Lustrek, 2018, UbiComp/ISWC Adjunct.

Towards Human Energy Expenditure Estimation Using Smart Phone Inertial Sensors

Mitja Lustrek, Bozidara Cvetkovic, Bostjan Kaluza, 2013, AmI.

Enhancing BMI-Based Student Clustering by Considering Fitness as Key Attribute

Mitja Lustrek, Gregor Jurak, Gregor Starc, 2019, DS.

A Program for Playing Tarok

Ivan Bratko, Matjaz Gams, Mitja Lustrek, 2003, J. Int. Comput. Games Assoc..

Multi-objective learning of hybrid classifiers

Saso Dzeroski, Matjaz Gams, Rok Piltaver, 2014, ECAI.

Physical Fitness Forecasting and Risk Estimation in Slovenian Schoolchildren

Anton Gradisek, Mitja Lustrek, Matej Cigale, 2018, ICIMTH.

Fall Detection Using Location Sensors and Accelerometers

Matjaz Gams, Mitja Lustrek, Hristijan Gjoreski, 2015, IEEE Pervasive Computing.

A non invasive, wearable sensor platform for multi-parametric remote monitoring in CHF patients

Mitja Lustrek, Gennaro Tartarisco, Giovanni Pioggia, 2012, ICOST.

What makes classification trees comprehensible?

Matjaz Gams, Rok Piltaver, Mitja Lustrek, 2016, Expert Syst. Appl..

Intelligent Monitoring of the Elderly in Home Environment

Matjaz Gams, Mitja Lustrek, Violeta Mirchevska, 2011, AAAI Spring Symposium: AI and Health Communication.

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

Matjaz Gams, Martin Gjoreski, Mitja Lustrek, 2016, Sensors.

Mobile Application to Stimulate Physical Activity in Schoolchildren

Anton Gradisek, Mitja Lustrek, Vito Janko, 2016, 2016 12th International Conference on Intelligent Environments (IE).

Real-time physical activity and mental stress management with a wristband and a smartphone

Martin Gjoreski, Mitja Lustrek, Michal Kosiedowski, 2017, UbiComp/ISWC Adjunct.

Medical Expert Support Tool (MEST): A Person-Centric Approach for Healthcare Management

Christos Panagiotou, Mitja Lustrek, Paolo Emilio Puddu, 2012, ICOST.

Introduction to the Special Anniversary Issue on "AI in Slovenia"

Marko Grobelnik, Mitja Lustrek, Jure Zabkar, 2018, Informatica.

Energy Expenditure Estimation DEMO Application

Mitja Lustrek, Simon Kozina, Bozidara Cvetkovic, 2013, AmI.

Using Markov Chains and Multi-Objective Optimization for Energy-Efficient Context Recognition †

Mitja Lustrek, Vito Janko, 2018, Sensors.

Energy-efficient data collection for context recognition

Mitja Lustrek, Vito Janko, 2017, UbiComp/ISWC Adjunct.

Dynamic Control in Real-Time Heuristic Search

Jonathan Schaeffer, Vadim Bulitko, Mitja Lustrek, 2008, J. Artif. Intell. Res..

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

Anton Gradisek, Matjaz Gams, Mitja Lustrek, 2014, AI-AM/NetMed@ECAI.

Winning the Sussex-Huawei Locomotion-Transportation Recognition Challenge

Jani Bizjak, Martin Gjoreski, Mitja Lustrek, 2019, Human Activity Sensing.

Context-based ensemble method for human energy expenditure estimation

Matjaz Gams, Mitja Lustrek, Hristijan Gjoreski, 2015, Appl. Soft Comput..

A Survey on Energy Expenditure Estimation Using Wearable Devices

Mitja Lustrek, Juan Antonio Álvarez, Bozidara Cvetkovic, 2020, ACM Comput. Surv..

Multi-Task Ensemble Learning for Affect Recognition

Matjaz Gams, Martin Gjoreski, Mitja Lustrek, 2018, UbiComp/ISWC Adjunct.

Context-based fall detection and activity recognition using inertial and location sensors

Matjaz Gams, Mitja Lustrek, Hristijan Gjoreski, 2014, J. Ambient Intell. Smart Environ..

Estimating Energy Expenditure With Multiple Models Using Different Wearable Sensors

Mitja Lustrek, Bozidara Cvetkovic, Radoje Milic, 2016, IEEE Journal of Biomedical and Health Informatics.

Cross-location transfer learning for the sussex-huawei locomotion recognition challenge

Matjaz Gams, Martin Gjoreski, Mitja Lustrek, 2019, UbiComp/ISWC Adjunct.

Accelerometer Placement for Posture Recognition and Fall Detection

Matjaz Gams, Mitja Lustrek, Hristijan Gjoreski, 2011, 2011 Seventh International Conference on Intelligent Environments.

A Multi-Agent System for Remote Eldercare

Matjaz Gams, Mitja Lustrek, Violeta Mirchevska, 2011, PAAMS.

Independent-valued minimax: Pathological or beneficial?

Ivan Bratko, Matjaz Gams, Mitja Lustrek, 2012, Theor. Comput. Sci..

Energy expenditure estimation with wearable accelerometers

Mitja Lustrek, Simon Kozina, Bozidara Cvetkovic, 2012, 2012 IEEE International Symposium on Circuits and Systems.

Multiple Knowledge Categorising Behavioural States and Communication Attempts in People with Profound Intellectual and Multiple Disabilities

Mitja Lustrek, Matej Cigale, 2019, AmI.

Context-Based Fall Detection Using Inertial and Location Sensors

Matjaz Gams, Mitja Lustrek, Hristijan Gjoreski, 2012, AmI.

Discovering Strategic Behaviour of Multi-Agent Systems in Adversary Settings

Matjaz Gams, Mitja Lustrek, Violeta Mirchevska, 2014, Comput. Informatics.

Fall Detection and Activity Recognition with Machine Learning

Mitja Lustrek, Bostjan Kaluza, M. Luštrek, 2009, Informatica.

Efficient Activity Recognition and Fall Detection Using Accelerometers

Matjaz Gams, Mitja Lustrek, Hristijan Gjoreski, 2013, EvAAL.

Lookahead Pathology in Real-Time Path-Finding

Vadim Bulitko, Mitja Lustrek, 2006, AAAI.

Semantic Search in Tabular Structures

Matjaz Gams, Mitja Lustrek, Aleksander Pivk, 2006, Informatica.

Constrained Multiobjective Optimization for the Design of Energy-Efficient Context Recognition Systems

Mitja Lustrek, Bogdan Filipic, Vito Janko, 2020, BIOMA.

Blood Pressure Estimation from Photoplethysmogram Using a Spectro-Temporal Deep Neural Network

Mitja Lustrek, Gasper Slapnicar, Nejc Mlakar, 2019, Sensors.

CrowdHEALTH: Big Data Analytics and Holistic Health Records

Dimosthenis Kyriazis, Andreas Menychtas, Mitja Lustrek, 2019, EFMI-STC.

Monitoring stress with a wrist device using context

Matjaz Gams, Martin Gjoreski, Mitja Lustrek, 2017, J. Biomed. Informatics.

Real-time Eating Detection Using a Smartwatch

Mitja Lustrek, Nina Resçiç, Simon Stankoski, 2020, EWSN.

Competitive Live Evaluations of Activity-Recognition Systems

Matjaz Gams, Jin-Hyuk Hong, Mitja Lustrek, 2015, IEEE Pervasive Computing.

Behavior Analysis Based on Coordinates of Body Tags

Matjaz Gams, Mitja Lustrek, Bogdan Pogorelc, 2009, AmI.

A computational method for designing diverse linear epitopes including citrullinated peptides with desired binding affinities to intravenous immunoglobulin

Julio Saez-Rodriguez, Mitja Lustrek, Robert Patro, 2016, BMC Bioinformatics.

Training the Genre Classifier for Automatic Classification of Web Pages

Matjaz Gams, Mitja Lustrek, Vedrana Vidulin, 2007, 2007 29th International Conference on Information Technology Interfaces.

Deep affect recognition from R-R intervals

Matjaz Gams, Martin Gjoreski, Mitja Lustrek, 2017, UbiComp/ISWC Adjunct.

An intelligent system to monitor refrigeration devices

Anton Gradisek, Matjaz Gams, Rok Piltaver, 2017, Expert Syst. J. Knowl. Eng..

An intelligent system to improve T-H-C parameters at the workplace

Anton Gradisek, Mitja Lustrek, Bozidara Cvetkovic, 2016, UbiComp Adjunct.

Continuous Blood Pressure Estimation from PPG Signal

Mitja Lustrek, Gasper Slapnicar, Matej Marinko, 2018, Informatica.

Using multiple contexts to distinguish standing from sitting with a single accelerometer

Matjaz Gams, Mitja Lustrek, Hristijan Gjoreski, 2014, ECAI.

An Agent-Based Approach to Care in Independent Living

Matjaz Gams, Mitja Lustrek, Violeta Mirchevska, 2010, AmI.

Activity Recognition for Diabetic Patients Using a Smartphone

Alfonso E. Romero, Mitja Lustrek, Kostas Stathis, 2016, Journal of Medical Systems.

A Multi-Agent Care System to Support Independent Living

Matjaz Gams, Mitja Lustrek, Hristijan Gjoreski, 2014, Int. J. Artif. Intell. Tools.

Thinking Too Much: Pathology in Pathfinding

Vadim Bulitko, Mitja Lustrek, 2008, ECAI.

Why Minimax Works: An Alternative Explanation

Ivan Bratko, Matjaz Gams, Mitja Lustrek, 2005, IJCAI.

Context-aware MAS to support elderly people (demonstration)

Matjaz Gams, Mitja Lustrek, Bostjan Kaluza, 2012, AAMAS.

Multi-Agent Architecture for Control of Heating and Cooling in a Residential Space

Matjaz Gams, Mitja Lustrek, Domen Zupancic, 2015, Comput. J..

Monitoring Physical Activity and Mental Stress Using Wrist-Worn Device and a Smartphone

Martin Gjoreski, Mitja Lustrek, Bozidara Cvetkovic, 2017, ECML/PKDD.

Detecting Falls with Location Sensors and Accelerometers

Matjaz Gams, Mitja Lustrek, Hristijan Gjoreski, 2011, IAAI.

Evaluation of Different Approaches to Training a Genre Classifier

Matjaz Gams, Mitja Lustrek, Vedrana Vidulin, 2007, Artificial Intelligence and Pattern Recognition.

Recognition of high-level activities with a smartphone

Mitja Lustrek, Violeta Mirchevska, Vito Janko, 2015, UbiComp/ISWC Adjunct.

Continuous Live Stress Monitoring with a Wristband

Matjaz Gams, Martin Gjoreski, Mitja Lustrek, 2016, ECAI.

Recognising lifestyle activities of diabetic patients with a smartphone

Alfonso E. Romero, Mitja Lustrek, Kostas Stathis, 2015, 2015 9th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth).

Anticipatory system for T--H--C dynamics in room with real and virtual sensors

Anton Gradisek, Mitja Lustrek, Bozidara Cvetkovic, 2016, UbiComp Adjunct.

Applying Multiple Knowledge to Sussex-Huawei Locomotion Challenge

Jani Bizjak, Matjaz Gams, Martin Gjoreski, 2018, UbiComp/ISWC Adjunct.

Knowledge vs. Simulation for Bidding in Tarok

Matjaz Gams, Mitja Lustrek, Domen Marincic, 2006, Informatica.

e-Gibalec: Mobile application to monitor and encourage physical activity in schoolchildren

Anton Gradisek, Mitja Lustrek, Vito Janko, 2017, J. Ambient Intell. Smart Environ..

Mobile nutrition monitoring for well-being

Mitja Lustrek, Nina Resçiç, Barbara Korousic-Seljak, 2019, UbiComp/ISWC Adjunct.

Dynamic Control in Path-Planning with Real-Time Heuristic Search

Jonathan Schaeffer, Vadim Bulitko, Mitja Lustrek, 2007, ICAPS.

Blood Pressure Estimation with a Wristband Optical Sensor

Mitja Lustrek, Gasper Slapnicar, M. Luštrek, 2018, UbiComp/ISWC Adjunct.

Automatic Detection of Perceived Stress in Campus Students Using Smartphones

Matjaz Gams, Martin Gjoreski, Mitja Lustrek, 2015, 2015 International Conference on Intelligent Environments.

Choosing Duty-Cycle Parameters for Context Recognition

Mitja Lustrek, Vito Janko, 2018, 2018 14th International Conference on Intelligent Environments (IE).

Human Activity Recognition: From Controlled Lab Experiments to Competitive Live Evaluation

Matjaz Gams, Mitja Lustrek, Hristijan Gjoreski, 2015, 2015 IEEE International Conference on Data Mining Workshop (ICDMW).

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

Mitja Lustrek, Miha Mlakar, 2017, UbiComp/ISWC Adjunct.

Trade-off between Energy Consumption and Comfort Experience in Smart Buildings

Matjaz Gams, Mitja Lustrek, Domen Zupancic, 2015, Inf. Technol. Control..

Classifying Posture Based on Location of Radio Tags

Matjaz Gams, Mitja Lustrek, Igone Vélez, 2009, AMIF.

Monitoring Patients' Lifestyle with a Smartphone and Other Devices Placed Freely on the Body

Mitja Lustrek, Vito Janko, Bozidara Cvetkovic, 2014, AmI.

RAReFall — Real-time activity recognition and fall detection system

Matjaz Gams, Mitja Lustrek, Hristijan Gjoreski, 2014, 2014 IEEE International Conference on Pervasive Computing and Communication Workshops (PERCOM WORKSHOPS).

Adapting activity recognition to a person with Multi-Classifier Adaptive Training

Matjaz Gams, Mitja Lustrek, Bozidara Cvetkovic, 2015, J. Ambient Intell. Smart Environ..

Multi-Label Approaches to Web Genre Identification

Matjaz Gams, Mitja Lustrek, Vedrana Vidulin, 2009, J. Lang. Technol. Comput. Linguistics.

Demo abstract: Activity recognition and human energy expenditure estimation with a smartphone

Mitja Lustrek, Vito Janko, Bozidara Cvetkovic, 2015, 2015 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops).

Tissue-based Alzheimer gene expression markers–comparison of multiple machine learning approaches and investigation of redundancy in small biomarker sets

Mitja Lustrek, Dirk Repsilber, Rainer Schmidt, 2012, BMC Bioinformatics.

Confidence: Ubiquitous Care System to Support Independent Living

Matjaz Gams, Mitja Lustrek, Hristijan Gjoreski, 2012, ECAI.

Management of Physical, Mental and Environmental Stress at the Workplace

Martin Gjoreski, Mitja Lustrek, Michal Kosiedowski, 2017, 2017 International Conference on Intelligent Environments (IE).

Ensembles of multiple sensors for human energy expenditure estimation

Matjaz Gams, Mitja Lustrek, Hristijan Gjoreski, 2013, UbiComp.

Is real-valued minimax pathological?

Ivan Bratko, Matjaz Gams, Mitja Lustrek, 2006, Artif. Intell..

On Applying Ambient Intelligence to Assist People with Profound Intellectual and Multiple Disabilities

Maciej Stroinski, Mitja Lustrek, Carmen Campomanes-Alvarez, 2019, IntelliSys.