Barbara Korousic-Seljak

According to our database, Barbara Korousic-Seljak authored at least 54 papers between 1992 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

MsGEN: Measuring generalization of nutrient value prediction across different recipe datasets.

Gordana Ispirova, Tome Eftimov, Saso Dzeroski, Barbara Korousic-Seljak

Expert Syst. Appl., March, 2024

2023

FooDis: A food-disease relation mining pipeline.

Gjorgjina Cenikj, Tome Eftimov, Barbara Korousic-Seljak

Artif. Intell. Medicine, August, 2023

2022

CafeteriaSA corpus: scientific abstracts annotated across different food semantic resources.

Gjorgjina Cenikj, Eva Valencic, Gordana Ispirova, Matevz Ogrinc, Riste Stojanov, Peter Korosec, Ermanno Cavalli, Barbara Korousic-Seljak, Tome Eftimov

Database J. Biol. Databases Curation, 2022

Predefined domain specific embeddings of food concepts and recipes: A case study on heterogeneous recipe datasets.

Gordana Ispirova, Tome Eftimov, Barbara Korousic-Seljak

Proceedings of the IEEE International Conference on Big Data, 2022

SciFoodNER: Food Named Entity Recognition for Scientific Text.

Gjorgjina Cenikj, Gasper Petelin, Barbara Korousic-Seljak, Tome Eftimov

Proceedings of the IEEE International Conference on Big Data, 2022

2021

An Open-Source Approach to Solving the Problem of Accurate Food-Intake Monitoring.

Anton Biasizzo, Barbara Korousic-Seljak, Eva Valencic, Marko Pavlin, Marina Santo Zarnik, Bojan Blazica, Damian O'Kelly, Gregor Papa

IEEE Access, 2021

FoodChem: A food-chemical relation extraction model.

Gjorgjina Cenikj, Barbara Korousic-Seljak, Tome Eftimov

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

SAFFRON: tranSfer leArning For Food-disease RelatiOn extractioN.

Gjorgjina Cenikj, Tome Eftimov, Barbara Korousic-Seljak

Proceedings of the 20th Workshop on Biomedical Language Processing, 2021

2020

A Survey of Named-Entity Recognition Methods for Food Information Extraction.

Gorjan Popovski, Barbara Korousic-Seljak, Tome Eftimov

IEEE Access, 2020

FoodViz: Visualization of Food Entities Linked Across Different Standards.

Riste Stojanov, Gorjan Popovski, Nasi Jofce, Dimitar Trajanov, Barbara Korousic-Seljak, Tome Eftimov

Proceedings of the Machine Learning, Optimization, and Data Science, 2020

An Insight into Food Semantics: Review, Analysis, and Lessons Learnt over Food-Related Studies (short paper).

Gorjan Popovski, Gordana Ispirova, Eva Valencic, Riste Stojanov, Tome Eftimov, Barbara Korousic-Seljak

Proceedings of the 11th International Conference on Biomedical Ontologies (ICBO) joint with the 10th Workshop on Ontologies and Data in Life Sciences (ODLS) and part of the Bolzano Summer of Knowledge (BoSK 2020), 2020

Food Data Integration by using Heuristics based on Lexical and Semantic Similarities.

Gorjan Popovski, Gordana Ispirova, Nina Hadzi-Kotarova, Eva Valencic, Tome Eftimov, Barbara Korousic-Seljak

Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

Food Data Normalization Using Lexical and Semantic Similarities Heuristics.

Gordana Ispirova, Gorjan Popovski, Eva Valencic, Nina Hadzi-Kotarova, Tome Eftimov, Barbara Korousic-Seljak

Proceedings of the Biomedical Engineering Systems and Technologies, 2020

Toward Robust Food Ontology Mapping.

Riste Stojanov, Ilija Kocev, Sasho Gramatikov, Gorjan Popovski, Barbara Korousic-Seljak, Tome Eftimov

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Comparison of Feature Selection Algorithms for Minimization of Target Specific FFQs.

Nina Resçiç, Tome Eftimov, Barbara Korousic-Seljak

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Exploring Knowledge Domain Bias on a Prediction Task for Food and Nutrition Data.

Gordana Ispirova, Tome Eftimov, Barbara Korousic-Seljak

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

APRICOT: A humAn-comPuteR InteraCtion tool for linking foOd wasTe streams across different semantic resources.

Bojan Dimoski, Riste Stojanov, Tome Eftimov, Hannah Pinchen, Maria Traka, Paul Finglas, Barbara Korousic-Seljak

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

BuTTER: BidirecTional LSTM for Food Named-Entity Recognition.

Gjorgjina Cenikj, Gorjan Popovski, Riste Stojanov, Barbara Korousic-Seljak, Tome Eftimov

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

FoodBase corpus: a new resource of annotated food entities.

Gorjan Popovski, Barbara Korousic-Seljak, Tome Eftimov

Database J. Biol. Databases Curation, 2019

FoodIE: A Rule-based Named-entity Recognition Method for Food Information Extraction.

Gorjan Popovski, Stefan Kochev, Barbara Korousic-Seljak, Tome Eftimov

Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

FoodOntoMapV2: Food Concepts Normalization Across Food Ontologies.

Gorjan Popovski, Barbara Korousic-Seljak, Tome Eftimov

Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2019

FoodOntoMap: Linking Food Concepts across Different Food Ontologies.

Gorjan Popovski, Barbara Korousic-Seljak, Tome Eftimov

Proceedings of the 11th International Joint Conference on Knowledge Discovery, 2019

Mobile nutrition monitoring for well-being.

Nina Resçiç, Eva Valencic, Enej Mlinaric, Barbara Korousic-Seljak, Mitja Lustrek

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

Design and Usability Evaluation of Interface of Mobile Application for Nutrition Tracking for People with Parkinson's Disease.

Bojan Blazica, Peter Novák, Franc Novak, Barbara Korousic-Seljak

Proceedings of the Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management. Healthcare Applications, 2019

ECGpp: A Framework for Selecting the Pre-processing Parameters of ECG Signals Used for Blood Pressure Classification.

Monika Simjanoska, Gregor Papa, Barbara Korousic-Seljak, Tome Eftimov

Proceedings of the Biomedical Engineering Systems and Technologies, 2019

Comparing Different Settings of Parameters Needed for Pre-processing of ECG Signals used for Blood Pressure Classification.

Monika Simjanoska, Gregor Papa, Barbara Korousic-Seljak, Tome Eftimov

Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

Food Waste Ontology: A Formal Description of Knowledge from the Domain of Food Waste.

Riste Stojanov, Tome Eftimov, Hannah Pinchen, Maria Traka, Paul Finglas, Drago Torkar, Barbara Korousic-Seljak

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Exploring a standardized language for describing foods using embedding techniques.

Gorjan Popovski, Bibek Paudel, Tome Eftimov, Barbara Korousic-Seljak

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Promoting Metrology in Food and Nutrition: A Position Paper on METROFOOD-RI and its e-component.

Nives Ogrinc, Barbara Korousic-Seljak, Karl Presser, Marga Ocke, Iulia Iatco, Claudia Zoani

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Using Deep Learning for Food and Beverage Image Recognition.

Simon Mezgec, Barbara Korousic-Seljak

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Infrastructure for Innovative Research on Healthy Food Choice, Preparation and Consumption: A Position Paper on the RICHFIELDS project.

Barbara Korousic-Seljak, Krijn Popp, Paul Finglas, Lada Timotijevic, Pieter van't Vee, Karin Zimmerman

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Comparing Semantic and Nutrient Value Similarities of Recipes.

Gordana Ispirova, Tome Eftimov, Barbara Korousic-Seljak

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Exploring Dietary Intake Data collected by FPQ using Unsupervised Learning.

Martin Gjoreski, Stefan Kochev, Nina Resçiç, Matej Gregoric, Tome Eftimov, Barbara Korousic-Seljak

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

The RICHFIELDS Framework for Semantic Interoperability of Food Information Across Heterogenous Information Systems.

Tome Eftimov, Gordana Ispirova, Peter Korosec, Barbara Korousic-Seljak

Proceedings of the 10th International Joint Conference on Knowledge Discovery, 2018

Quisper Ontology Learning from Personalized Dietary Web Services.

Tome Eftimov, Gordana Ispirova, Paul Finglas, Peter Korosec, Barbara Korousic-Seljak

Proceedings of the 10th International Joint Conference on Knowledge Discovery, 2018

Deep statistical comparison of meta-heuristic stochastic optimization algorithms.

Tome Eftimov, Peter Korosec, Barbara Korousic-Seljak

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Data-Driven Preference-Based Deep Statistical Ranking for Comparing Multi-objective Optimization Algorithms.

Tome Eftimov, Peter Korosec, Barbara Korousic-Seljak

Proceedings of the Bioinspired Optimization Methods and Their Applications, 2018

2017

A Novel Approach to statistical comparison of meta-heuristic stochastic optimization algorithms using deep statistics.

Tome Eftimov, Peter Korosec, Barbara Korousic-Seljak

Inf. Sci., 2017

Comparing multi-objective optimization algorithms using an ensemble of quality indicators with deep statistical comparison approach.

Tome Eftimov, Peter Korosec, Barbara Korousic-Seljak

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Deep Statistical Comparison Applied on Quality Indicators to Compare Multi-objective Stochastic Optimization Algorithms.

Tome Eftimov, Peter Korosec, Barbara Korousic-Seljak

Proceedings of the Machine Learning, Optimization, and Big Data, 2017

The Behavior of Deep Statistical Comparison Approach for Different Criteria of Comparing Distributions.

Tome Eftimov, Peter Korosec, Barbara Korousic-Seljak

Proceedings of the 9th International Joint Conference on Computational Intelligence, 2017

Mapping Food Composition Data from Various Data Sources to a Domain-Specific Ontology.

Gordana Ispirova, Tome Eftimov, Barbara Korousic-Seljak, Peter Korosec

Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2017

2016

Grammar and Dictionary based Named-entity Linking for Knowledge Extraction of Evidence-based Dietary Recommendations.

Tome Eftimov, Barbara Korousic-Seljak, Peter Korosec

Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2016) - Volume 1: KDIR, Porto - Portugal, November 9, 2016

2015

POS Tagging-probability Weighted Method for Matching the Internet Recipe Ingredients with Food Composition Data.

Tome Eftimov, Barbara Korousic-Seljak

Proceedings of the KDIR 2015, 2015

2013

Enhancement of Web Application Design of the Open Platform for Clinical Nutrition.

Peter Novák, Franc Novak, Barbara Korousic-Seljak

Proceedings of the Human Factors in Computing and Informatics, 2013

2010

Computer-Based Dietary Menu Planning: How to Support It by Complex Knowledge?

Barbara Korousic-Seljak

Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

2009

Mathport - Web Application to Support Enhancement in Elementary Mathematics Pedagogy.

Barbara Korousic-Seljak, Gregor Papa, Barbara Japelj Pavesic

Proceedings of the CSEDU 2009 - Proceedings of the First International Conference on Computer Supported Education, Lisboa, Portugal, March 23-26, 2009, 2009

2005

An Evolutionary Approach to Problems in Electrical Engineering Design.

Barbara Korousic-Seljak, Jurij Silc, Gregor Papa

Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005

An artificial intelligence approach to the efficiency improvement of a universal motor.

Gregor Papa, Barbara Korousic-Seljak

Eng. Appl. Artif. Intell., 2005

2004

Evolutionary Balancing of Healthy Meals.

Barbara Korousic-Seljak

Informatica (Slovenia), 2004

2003

Universal motor efficiency improvement using evolutionary optimization.

Gregor Papa, Barbara Korousic-Seljak, Boris Benedicic, Tomaz Kmecl

IEEE Trans. Ind. Electron., 2003

2001

Improving the Technical Quality of a Universal Motor Using an Evolutionary Approach.

Barbara Korousic-Seljak, Gregor Papa, Boris Benedicic, Tomaz Kmecl

Proceedings of the 27th EUROMICRO Conference 2001: A Net Odyssey, 2001

1994

Task scheduling policies for real-time systems.

Barbara Korousic-Seljak

Microprocess. Microsystems, 1994

1992

Predictable hard real-time scheduling.

Barbara Korousic-Seljak, Jim E. Cooling, Peter Kolbezen

Proceedings of the Fourth Euromicro workshop on Real-Time Systems, 1992