A Framework for Evaluating Personalized Ranking Systems by Fusing Different Evaluation Measures , BIG DATA RES (2021)The sensor hub for detecting the developmental characteristics in reading in children on a white vs. coloured background/coloured overlays , SENSORS (2021)Deep Statistical Comparison for Multi-objective Stochastic Optimization Algorithms , SWARM EVOL COMPUT (2021)Simulation of Variational Gaussian Process NARX models with GPGPU , ISA T (2021)Optimising an FFQ using a machine learning pipeline to learn an efficient nutrient intake predictive model , NUTRIENTS (2020)P-NUT: Predicting NUTrient content from short text descriptions , MATHEMATICS (2020)DietHub: Dietary Habits Analysis through Understanding the Content of Recipes , TRENDS FOOD SCI TECH (2020)MAKEDONKA: Applied Deep Learning Model for Text-to-Speech Synthesis in Macedonian Language , APPL SCI-BASEL (2020)COVID-19 pandemic changes the food consumption patterns , TRENDS FOOD SCI TECH (2020)Insights into Exploration and Exploitation Power of Optimization Algorithm Using DSCTool , MATHEMATICS (2020)Improving the Maintenance of Railway Switches Through Proactive Approach , ELECTRONICS (2020)Advanced sensor-based maintenance in real-world exemplary cases , TAUT (2020)Fatty Acid and Stable Carbon Isotope Composition of Slovenian Milk: Year, Season, and Regional Variability , MOLECULES (2020)Biomarkers of pre-existing risk of torsade de pointes under Sotalol treatment , J. ELECTROCARDIOL. (2020)Geographical verification of Slovenian milk using stable isotope ratio, multi-element and multivariate modelling approaches , FOOD CHEM (2020)Multi-objective optimization benchmarking using DSCTool , MATHEMATICS (2020)Evaluating Missing Value Imputation Methods for Food Composition Databases , FOOD CHEM TOXICOL (2020)Towards Managerial Support for Data Analytics Results , IND ENG MANAG (2020)A survey of named-entity recognition methods for food information extraction , IEEE ACCESS (2020)Dynamic features of cardiac vector as alternative markers of drug-induced spatial dispersion , J PHARMACOL TOX MET (2020)FoodEx2vec: New foods’ representation for advanced food data analysis , FOOD CHEM TOXICOL (2020)Understanding the problem space in single-objective numerical optimization using exploratory landscape analysis , APPL SOFT COMPUT (2020)Multi-level information fusion for learning a blood pressure predictive model using sensor data , INFORM FUSION (2020)DSCTool: a web services based framework for statistical comparison of stochastic optimization algorithms , APPL SOFT COMPUT (2020)Selected elements and fatty acid composition in human milk as indicators of seafood dietary habits , ENVIRON RES (2020)Data Transmission Efficiency in Bluetooth Low Energy Versions , SENSORS (2019)Identifying Practical Significance Through Statistical Comparison of Meta-heuristic Stochastic Optimization Algorithms , APPL SOFT COMPUT (2019)FoodBase corpus: a new resource of annotated food entities , DATABASE (2019)MIGHT: Statistical Methodology for Missing-Data Imputation in Food Composition Databases , APPL SCI-BASEL (2019)A multi-center survey on hospital malnutrition and cachexia in Slovenia , EUR J CLIN NUTR (2019)Graphs with a given diameter that maximise the Wiener index , AMC (2019)e-Learning Experiment: Web Conference Activities in Teaching at a Traditional University , InnovationLearning (2019)Evaluation of harmonized EuroFIR documentation for macronutrient values in 26 European food composition databases , JFCA (2019)Deep Learning-Based Channel Prediction in Realistic Vehicular Communications , IEEE ACCESS (2019)Thermal phenomena in LTCC sensor structures , SENSOR ACTUAT A-PHYS (2019)A Novel Statistical Approach for Comparing Meta-heuristic Stochastic Optimization Algorithms According to the Distribution of Solutions in the Search Space , INFORM SCIENCES (2019)A comparison of models for forecasting the residential natural gas demand of an urban area , EGY (2019)ISO-FOOD Ontology: A formal representation of the knowledge within the domain of Isotopes for Food Science , FOCH (2019)
Conference papers
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Towards Feature-Based Performance Regression Using Trajectory Data , EvooAPPS-EvoStar 2021Finding Potential Inhibitors of COVID-19 , BIOINFORMATICS 2021On Statistical Analysis of MOEAs with Multiple Performance Indicators , EMO2021Dynamic Parameter Changing During the Run to Speed Up Evolutionary Algorithms: PPSN 2020 tutorial , PPSN 2020APRICOT: A humAn-comPuteR InteraCtion tool for linking foOd wasTe streams across different semantic resources , BFNDMA2020 at IEEE BigData 2020Comparison of Feature Selection Algorithms for Minimization of Target Specific FFQs , BFNDMA2020 at IEEE BigData 2020Toward Robust Food Ontology Mapping , BFNDMA2020 at IEEE BigData 2020Exploring Knowledge Domain Bias on a Prediction Task for Food and Nutrition Data , BFNDMA2020 at IEEE BigData 2020BuTTER: BidirecTional LSTM for FoodNamed-Entity Recognition , BFNDMA2020 at IEEE BigData 2020On Formulating the Ground Scheduling Problem as a Multi-objective Bilevel Problem , BIOMA 2020Refining the CC-RDG3 Algorithm with Increasing Population Scheme and Persistent Covariance Matrix , BIOMA 2020Ontology alignment using Named-Entity Recognition methods in the domain of food , IS 2020Dynamic Parameter Choices in Evolutionary Computation: WCCI 2020 tutorial , WCCI 2020Dynamic control parameter choices in evolutionary computation: GECCO 2020 tutorial , GECCO 2020Solving min-max optimisation problems by means of bilevel evolutionary algorithms: a preliminary study , GECCO 2020Colors and colored overlays in dyslexia treatment , IPSSC 2020An Insight into Food Semantics: Review, Analysis, and Lessons Learnt over Food-related Studies , ICBO 2020Using Exploratory Landscape Analysis to Visualize Single-objective Problems , GECCO 2020In-depth Insights into Swarm Intelligence Algorithms , MDIS 2020FoodViz: Visualization of Food Entities Linked Across Different Standards , LOD 2020 Linear Matrix Factorization Embeddings for Single-objective Optimization Landscape Space , IEEE SSCI 2020Deep Statistics: More Robust Performance Statistics for Single-objective Optimization Benchmarking , GECCO 2020performViz: A Machine Learning Approach to Visualize and Understand the Performance of Single-objective Optimization Algorithms , GECCO 2020Performance2vec: A step further in explainable stochastic optimization algorithms performance , GECCO 2020Is the statistical significance between evolutionary algorithms performance also significant in practice? , GECCO 2020 Food Data Integration by Using Heuristics based on Lexical and Semantic Similarities , HEALTHINF 2020A Novel Approach for Modelling the Relationship between Blood Pressure and ECG by Using Time-series Feature Extraction , BIOSIGNALS 2020Optimisation platform for remote collaboration of different teams , OSE5Experimental evaluation of deep-learning applied on pendulum balancing , ERK 2019Exploring Dietary Intake Data collected by FPQ using Unsupervised Learning , BFNDMA 2019 at IEEE BigData 2019Food Waste Ontology: A Formal Description of Knowledge from the Domain of Food Waste , BFNDMA 2019 at IEEE BigData 2019Comparing Semantic and Nutrient Value Similarities of Recipes , BFNDMA 2019 at IEEE BigData 2019Extracting patient-reported functional status and disease activity information from electronic health records , TextXD 2019A pilot method linking greenhouse gas emission databases to the FoodEx2 classification , LEAP 2019An adaptive evolutionary surrogate-based approach for single-objective bilevel optimisation , UQOP 2019Exploring a standardized language for describing foods using embedding techniques , BFNDMA 2019 at IEEE BigData 2019Mix and Rank: A Framework for Benchmarking Recommender Systems , BPOD 2019 at IEEE BigData 2019LOCALE: A rule-based location named-entity recognition method for Latin text , HistoInformatics 2019 Snomed2Vec: Random Walk and Poincaré Embeddings of a Clinical Knowledge Base for Healthcare Analytics , KDD 2019Parameter Control in Evolutionary Bilevel Optimisation , IPSSC 2019The sensor hub for detecting the influence of colors on reading in children with dyslexia , IPSSC 2019A Knowledge Graph-based Approach for Exploring the U.S. Opioid Epidemic , ICLR 2019Understanding Exploration and Exploitation Powers of Meta-heuristic Stochastic Optimization Algorithms through Statistical Analysis , GECCO 2019FoodOntoMap: Linking Food Concepts across different Food Ontologies , KEOD 2019GECCO Black-Box Optimization Competitions: Progress from 2009 to 2018 , GECCO 2019CEC Real-Parameter Optimization Competitions: Progress from 2013 to 2018 , CEC 2019UsabEU: online platform for translation, validation and native use of usability questionnaires with multilingual user groups , HCII 2019FoodIE: a rule-based named-entity recognition for food information extraction , ICPRAM 2019Data-driven Autism Biomarkers Selection by using Signal Processing and Machine Learning Techniques , BIOINFORMATICS 2019Comparing different settings of parameters needed for pre-processing of ECG signals used for blood pressure classification , BIOSIGNALS 2019Performance measures fusion for experimental comparison of methods for multi-label classificaiton , AAAI-MAKE 2019
Memetic Algorithm and Evolutionary Operators for Multi-Objective Matrix Tri-Factorization Problem , Heuristics for Optimization and Learning , Springer (2020)FoodOntoMapV2: Food Concepts Normalization Across Food Ontologies , Knowledge Discovery, Knowledge Engineering and Knowledge Management. IC3K 2019. Communications in Computer and Information Science, vol 1297. Springer, Cham , (2020)ECGpp: A Framework for Selecting the Pre-processing Parameters of ECG Signals Used for Blood Pressure Classification , Biomedical Engineering Systems and Technologies Part of the Communications in Computer and Information Science book series (CCIS, volume 1211) , Springer (2020)Success Stories on Real Pilots , The MANTIS Book - Cyber Physical System Based Proactive Collaborative Maintenance , River Publishers (2019)From KPI Dashboards to Advanced Visualization , The MANTIS Book - Cyber Physical System Based Proactive Collaborative Maintenance , River Publishers (2019)The MANTIS Book - Cyber Physical System Based Proactive Collaborative Maintenance , The MANTIS Book - Cyber Physical System Based Proactive Collaborative Maintenance , River Publishers (2019)Comparison of multi-objective approaches to the real-world production scheduling , Advances in evolutionary and deterministic methods for design, optimization and control in engineering and sciences , Springer (2019)Statistical data analysis and natural language processing for nutrition science , Doctoral Dissertation , Jožef Stefan International Postgraduate School (2018)
