Barbara Korousic-Seljak

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 46

Top Topics

Optimization Algorithm

Top Venues

Publications

Gordana Ispirova, Tome Eftimov, Saso Dzeroski, Barbara Korousic-Seljak
MsGEN: Measuring generalization of nutrient value prediction across different recipe datasets. Expert Syst. Appl. 237 (Part B) (2024)
Gjorgjina Cenikj, Tome Eftimov, Barbara Korousic-Seljak
FooDis: A food-disease relation mining pipeline. Artif. Intell. Medicine 142 (2023)
Gordana Ispirova, Tome Eftimov, Barbara Korousic-Seljak
Predefined domain specific embeddings of food concepts and recipes: A case study on heterogeneous recipe datasets. CoRR (2023)
Gjorgjina Cenikj, Eva Valencic, Gordana Ispirova, Matevz Ogrinc, Riste Stojanov, Peter Korosec, Ermanno Cavalli, Barbara Korousic-Seljak, Tome Eftimov
CafeteriaSA corpus: scientific abstracts annotated across different food semantic resources. Database J. Biol. Databases Curation 2022 (2022) (2022)
Gjorgjina Cenikj, Gasper Petelin, Barbara Korousic-Seljak, Tome Eftimov
SciFoodNER: Food Named Entity Recognition for Scientific Text. Big Data (2022)
Gordana Ispirova, Tome Eftimov, Barbara Korousic-Seljak
Predefined domain specific embeddings of food concepts and recipes: A case study on heterogeneous recipe datasets. Big Data (2022)
Gjorgjina Cenikj, Barbara Korousic-Seljak, Tome Eftimov
FoodChem: A food-chemical relation extraction model. CoRR (2021)
Gjorgjina Cenikj, Tome Eftimov, Barbara Korousic-Seljak
SAFFRON: tranSfer leArning For Food-disease RelatiOn extractioN. BioNLP@NAACL-HLT (2021)
Gjorgjina Cenikj, Barbara Korousic-Seljak, Tome Eftimov
FoodChem: A food-chemical relation extraction model. SSCI (2021)
Anton Biasizzo, Barbara Korousic-Seljak, Eva Valencic, Marko Pavlin, Marina Santo Zarnik, Bojan Blazica, Damian O'Kelly, Gregor Papa
An Open-Source Approach to Solving the Problem of Accurate Food-Intake Monitoring. IEEE Access 9 (2021)
Nina Resçiç, Tome Eftimov, Barbara Korousic-Seljak
Comparison of Feature Selection Algorithms for Minimization of Target Specific FFQs. IEEE BigData (2020)
Gordana Ispirova, Tome Eftimov, Barbara Korousic-Seljak
Exploring Knowledge Domain Bias on a Prediction Task for Food and Nutrition Data. IEEE BigData (2020)
Gorjan Popovski, Gordana Ispirova, Nina Hadzi-Kotarova, Eva Valencic, Tome Eftimov, Barbara Korousic-Seljak
Food Data Integration by using Heuristics based on Lexical and Semantic Similarities. HEALTHINF (2020)
Bojan Dimoski, Riste Stojanov, Tome Eftimov, Hannah Pinchen, Maria Traka, Paul Finglas, Barbara Korousic-Seljak
APRICOT: A humAn-comPuteR InteraCtion tool for linking foOd wasTe streams across different semantic resources. IEEE BigData (2020)
Gorjan Popovski, Barbara Korousic-Seljak, Tome Eftimov
A Survey of Named-Entity Recognition Methods for Food Information Extraction. IEEE Access 8 (2020)
Riste Stojanov, Ilija Kocev, Sasho Gramatikov, Gorjan Popovski, Barbara Korousic-Seljak, Tome Eftimov
Toward Robust Food Ontology Mapping. IEEE BigData (2020)
Gorjan Popovski, Gordana Ispirova, Eva Valencic, Riste Stojanov, Tome Eftimov, Barbara Korousic-Seljak
An Insight into Food Semantics: Review, Analysis, and Lessons Learnt over Food-Related Studies (short paper). ICBO/ODLS (2020)
Riste Stojanov, Gorjan Popovski, Nasi Jofce, Dimitar Trajanov, Barbara Korousic-Seljak, Tome Eftimov
FoodViz: Visualization of Food Entities Linked Across Different Standards. LOD (2) (2020)
Gjorgjina Cenikj, Gorjan Popovski, Riste Stojanov, Barbara Korousic-Seljak, Tome Eftimov
BuTTER: BidirecTional LSTM for Food Named-Entity Recognition. IEEE BigData (2020)
Gordana Ispirova, Gorjan Popovski, Eva Valencic, Nina Hadzi-Kotarova, Tome Eftimov, Barbara Korousic-Seljak
Food Data Normalization Using Lexical and Semantic Similarities Heuristics. BIOSTEC (Selected Papers) (2020)
Gorjan Popovski, Stefan Kochev, Barbara Korousic-Seljak, Tome Eftimov
FoodIE: A Rule-based Named-entity Recognition Method for Food Information Extraction. ICPRAM (2019)
Barbara Korousic-Seljak, Krijn Popp, Paul Finglas, Lada Timotijevic, Pieter van't Vee, Karin Zimmerman
Infrastructure for Innovative Research on Healthy Food Choice, Preparation and Consumption: A Position Paper on the RICHFIELDS project. IEEE BigData (2019)
Nives Ogrinc, Barbara Korousic-Seljak, Karl Presser, Marga Ocke, Iulia Iatco, Claudia Zoani
Promoting Metrology in Food and Nutrition: A Position Paper on METROFOOD-RI and its e-component. IEEE BigData (2019)
Gorjan Popovski, Bibek Paudel, Tome Eftimov, Barbara Korousic-Seljak
Exploring a standardized language for describing foods using embedding techniques. IEEE BigData (2019)
Gorjan Popovski, Barbara Korousic-Seljak, Tome Eftimov
FoodOntoMapV2: Food Concepts Normalization Across Food Ontologies. IC3K (2019)
Nina Resçiç, Eva Valencic, Enej Mlinaric, Barbara Korousic-Seljak, Mitja Lustrek
Mobile nutrition monitoring for well-being. UbiComp/ISWC Adjunct (2019)
Simon Mezgec, Barbara Korousic-Seljak
Using Deep Learning for Food and Beverage Image Recognition. IEEE BigData (2019)
Martin Gjoreski, Stefan Kochev, Nina Resçiç, Matej Gregoric, Tome Eftimov, Barbara Korousic-Seljak
Exploring Dietary Intake Data collected by FPQ using Unsupervised Learning. IEEE BigData (2019)
Monika Simjanoska, Gregor Papa, Barbara Korousic-Seljak, Tome Eftimov
ECGpp: A Framework for Selecting the Pre-processing Parameters of ECG Signals Used for Blood Pressure Classification. BIOSTEC (Selected Papers) (2019)
Gordana Ispirova, Tome Eftimov, Barbara Korousic-Seljak
Comparing Semantic and Nutrient Value Similarities of Recipes. IEEE BigData (2019)
Riste Stojanov, Tome Eftimov, Hannah Pinchen, Maria Traka, Paul Finglas, Drago Torkar, Barbara Korousic-Seljak
Food Waste Ontology: A Formal Description of Knowledge from the Domain of Food Waste. IEEE BigData (2019)
Gorjan Popovski, Barbara Korousic-Seljak, Tome Eftimov
FoodOntoMap: Linking Food Concepts across Different Food Ontologies. KEOD (2019)
Gorjan Popovski, Barbara Korousic-Seljak, Tome Eftimov
FoodBase corpus: a new resource of annotated food entities. Database J. Biol. Databases Curation 2019 (2019)
Bojan Blazica, Peter Novák, Franc Novak, Barbara Korousic-Seljak
Design and Usability Evaluation of Interface of Mobile Application for Nutrition Tracking for People with Parkinson's Disease. HCI (17) (2019)
Monika Simjanoska, Gregor Papa, Barbara Korousic-Seljak, Tome Eftimov
Comparing Different Settings of Parameters Needed for Pre-processing of ECG Signals used for Blood Pressure Classification. BIOSIGNALS (2019)
Tome Eftimov, Gordana Ispirova, Peter Korosec, Barbara Korousic-Seljak
The RICHFIELDS Framework for Semantic Interoperability of Food Information Across Heterogenous Information Systems. KDIR (2018)
Tome Eftimov, Peter Korosec, Barbara Korousic-Seljak
Deep statistical comparison of meta-heuristic stochastic optimization algorithms. GECCO (Companion) (2018)
Tome Eftimov, Gordana Ispirova, Paul Finglas, Peter Korosec, Barbara Korousic-Seljak
Quisper Ontology Learning from Personalized Dietary Web Services. KEOD (2018)
Tome Eftimov, Peter Korosec, Barbara Korousic-Seljak
Data-Driven Preference-Based Deep Statistical Ranking for Comparing Multi-objective Optimization Algorithms. BIOMA (2018)
Tome Eftimov, Peter Korosec, Barbara Korousic-Seljak
Deep Statistical Comparison Applied on Quality Indicators to Compare Multi-objective Stochastic Optimization Algorithms. MOD (2017)
Tome Eftimov, Peter Korosec, Barbara Korousic-Seljak
Comparing multi-objective optimization algorithms using an ensemble of quality indicators with deep statistical comparison approach. SSCI (2017)
Tome Eftimov, Peter Korosec, Barbara Korousic-Seljak
The Behavior of Deep Statistical Comparison Approach for Different Criteria of Comparing Distributions. IJCCI (2017)
Tome Eftimov, Peter Korosec, Barbara Korousic-Seljak
A Novel Approach to statistical comparison of meta-heuristic stochastic optimization algorithms using deep statistics. Inf. Sci. 417 (2017)
Gordana Ispirova, Tome Eftimov, Barbara Korousic-Seljak, Peter Korosec
Mapping Food Composition Data from Various Data Sources to a Domain-Specific Ontology. KEOD (2017)
Tome Eftimov, Barbara Korousic-Seljak, Peter Korosec
Grammar and Dictionary based Named-entity Linking for Knowledge Extraction of Evidence-based Dietary Recommendations. KDIR (2016)
Tome Eftimov, Barbara Korousic-Seljak
POS Tagging-probability Weighted Method for Matching the Internet Recipe Ingredients with Food Composition Data. KDIR (2015)
Peter Novák, Franc Novak, Barbara Korousic-Seljak
Enhancement of Web Application Design of the Open Platform for Clinical Nutrition. SouthCHI (2013)
Barbara Korousic-Seljak
Computer-Based Dietary Menu Planning: How to Support It by Complex Knowledge? KES (1) (2010)
Barbara Korousic-Seljak, Gregor Papa, Barbara Japelj Pavesic
Mathport - Web Application to Support Enhancement in Elementary Mathematics Pedagogy. CSEDU (1) (2009)
Gregor Papa, Barbara Korousic-Seljak
An artificial intelligence approach to the efficiency improvement of a universal motor. Eng. Appl. Artif. Intell. 18 (1) (2005)
Barbara Korousic-Seljak
Evolutionary Balancing of Healthy Meals. Informatica (Slovenia) 28 (4) (2004)
Gregor Papa, Barbara Korousic-Seljak, Boris Benedicic, Tomaz Kmecl
Universal motor efficiency improvement using evolutionary optimization. IEEE Trans. Ind. Electron. 50 (3) (2003)
Barbara Korousic-Seljak, Gregor Papa, Boris Benedicic, Tomaz Kmecl
Improving the Technical Quality of a Universal Motor Using an Evolutionary Approach. EUROMICRO (2001)
Barbara Korousic-Seljak
Task scheduling policies for real-time systems. Microprocess. Microsystems 18 (9) (1994)
Barbara Korousic-Seljak, Jim E. Cooling, Peter Kolbezen
Predictable hard real-time scheduling. RTS (1992)