Journal articlesshow all

Mixed Deep Learning and Natural Language Processing Method for Fake Food Image Recognition and Standardization to Help Automated Dietary Assessment, PHN (2018)
Identification of requirements for computer-supported matching of food consumption data with food composition data, Nutrients (2018)
Sensors in Proactive Maintenance - A case of LTCC pressure sensors, MAINT RELIAB (2018)
Modelling simultaneous broadcasting by level-disjoint partitions, AMC (2018)
Effect of condensing environments on characteristics of piezoresistive ceramic pressure sensors, Sensor. Actuat A-Phys (2017)
NutriNet: A Deep Learning Food and Drink Image Recognition System for Dietary Assessment, Nutrients (2017)
A Novel Approach to Statistical Comparison of Meta-heuristic Stochastic Optimization Algorithms using Deep Statistics, Information Sciences (2017)
A rule-based named-entity recognition method for knowledge extraction of evidence-based dietary recommendations, PLoS One (2017)
StandFood: Standardization of Foods Using a Semi-Automatic System for Classifying and Describing Foods According to FoodEx2, Nutrients (2017)
PD_Manager: a mHealth platform for Parkinson, (2017)
Knee stiffness and viscosity of human cadaver - Wartenberg test, BJBMS (2017)
The Concept of an Ecosystem Model to Support the Transformation to Sustainable Energy Systems, APPL ENERG (2016)
Security problems of scan design and accompanying measures , J ELECTR ENG CONTROL (2016)
Drupal 8 Modules: Translation Management Tool and Paragraphs, Informatica (2016)
Design of an Axial Flux Permanent Magnet Synchronous Machine Using Analytical Method and Evolutionary Optimization, IEEE T ENERGY CONVER (2016)

Conference papers
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Proactive Maintenance of Railway Switches, CoDIT 2018
Sensors: The Enablers for Proactive Maintenance in the Real World, CoDIT 2018
Deep Statistical Comparison of Meta-heuristic Stochastic Optimization Algorithms, GECCO 2018
The Impact of Statistics for Benchmarking in Evolutionary Computation Research, GECCO 2018
Analysis of Medical and Health-Related Data about Adult Obesity using Supervised and Unsupervised Learning, CIIT 2018
Overview of Creativity Assessment Framework for a Computer Program, CIIT 2018
Data-driven Preference-based Deep Statistical Ranking for Comparing Multi-Objective Optimization Algorithms, BIOMA 2018
The role of physiological sensors in dyslexia treatment, ERK 2017
Transportation problems and their potential solutions in smart cities, SST 2017
Prediction of natural gas consumption using empirical models, SST 2017
Comparing Multi-Objective Optimization Algorithms Using an Ensemble of Quality Indicators with Deep Statistical Comparison Approach, IEEE SSCI 2017
Synergy of Natural Language Processing and Statistics to Explore Food- and Nutrition-related Data and Knowledge, ECML-PKDD 2017
Mapping Food Composition Data from Various Data Sources to a Domain-Specific Ontology, KEOD 2017
The Behavior of Deep statistical Comparison Approach for Different Criteria of Comparing Distributions, IJCCI 2017
A semi-automatic system for classifying and describing foods according to FoodEX2, 3rdIMEKOFOODS
UsabEU: online platform for translation, validation and native use of usability questionnaires with multilingual user groups, LNCS
Knowledge extraction of evidence - based dietary recommendations, IPSSC 2016
Time-optimal broadcasting of multiple messages in 1-in port model, COCOA 2016
Optimizacija geometrije profila letalskega krila, ERK 2016
Disadvantages of Statistical Comparisons of Stochastic Optimization Algorithms, BIOMA 2016
Grammar and dictionary based named- Entity Linking for knowledge extraction of evidence-based dietary recommendations, IC3K (KDIR 2016)
Telerehabilitation of upper extremities with target based games for persons with Parkinson’s disease ,
3D serious games for Parkinson’s disease management,
Analysis of an Electrocardiographic Multilead System using Artificial Neural Networks - A Study of the Dispersion during Premature Ventricular Stimulation, Biosignals 2016

Books & Chaptersshow all

How to perform properly statistical analysis on food data? An e-learning tool: Advanced Statistics in Natural Sciences and Technologies , Science within Food: Up-to-date Advances on Research and Educational Ideas, (2017)
Deep Statistical Comparison Applied on Quality Indicators to Compare Multi-objective Stochastic Optimization Algorithms, International Workshop on Machine Learning, Optimization, and Big Data, (2017)
Optimal lead selection for evaluation ventricular premature beats using machine learning approach, Communications in Computer and Information Science, (2017)
A methodological framework for integration of data mining in organizations, Doctoral Dissertation, JoĹľef Stefan International Postgraduate School (2013)
Large Graphs in Advanced Applications, Doctoral Dissertation, JoĹľef Stefan International Postgraduate School (2013)
On-line testing and recovery of FPGA-based systems, Doctoral Dissertation, JoĹľef Stefan International Postgraduate School (2012)