Barbara Korousic-Seljak

65 papers B 6C 6Journal 18Unranked 34

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beyond Fine-Tuning: Robust Food Entity Linking under Ontology Drift with FoodOntoRAG. CoRR Jan Drole, Ana Gjorgjevikj, Barbara Korousic-Seljak, Tome Eftimov
2026	J	`jnl`	Evaluation of LLMs in retrieving food and nutritional context for RAG systems. CoRR Maks Pozarnik Vavken, Matevz Ogrinc, Tome Eftimov, Barbara Korousic-Seljak
2026	J	`jnl`	Fusing Semantic, Lexical, and Domain Perspectives for Recipe Similarity Estimation. CoRR Denica Kjorvezir, Danilo Najkov, Eva Valencic, Erika Jesenko, Barbara Korousic-Seljak, Tome Eftimov, Riste Stojanov
2025	B	`conf`	Beyond Fine-Tuning: Robust Food Entity Linking Under Ontology Drift with FoodOntoRAG. IEEE Big Data Jan Drole, Ana Gjorgjevikj, Barbara Korousic-Seljak, Tome Eftimov
2025	B	`conf`	Evaluation of LLMs in Retrieving Food and Nutritional Context for RAG Systems. IEEE Big Data Maks Pozarnik Vavken, Matevz Ogrinc, Tome Eftimov, Barbara Korousic-Seljak
2025	B	`conf`	FoodSEM: Large Language Model Specialized in Food Named-Entity Linking. DS Ana Gjorgjevikj, Matej Martinc, Gjorgjina Cenikj, Saso Dzeroski, Barbara Korousic-Seljak, Tome Eftimov
2025	J	`jnl`	FoodSEM: Large Language Model Specialized in Food Named-Entity Linking. CoRR Ana Gjorgjevikj, Matej Martinc, Gjorgjina Cenikj, Saso Dzeroski, Barbara Korousic-Seljak, Tome Eftimov
2025	B	`conf`	Fusing Semantic, Lexical, and Domain Perspectives for Recipe Similarity Estimation. IEEE Big Data Denica Kjorvezir, Danilo Najkov, Eva Valencic, Erika Jesenko, Barbara Korousic-Seljak, Tome Eftimov, Riste Stojanov
2025	J	`jnl`	User-defined trade-offs in LLM benchmarking: balancing accuracy, scale, and sustainability. Knowl. Based Syst. Ana Gjorgjevikj, Ana Nikolikj, Barbara Korousic-Seljak, Tome Eftimov
2024	J	`jnl`	MsGEN: Measuring generalization of nutrient value prediction across different recipe datasets. Expert Syst. Appl. Gordana Ispirova, Tome Eftimov, Saso Dzeroski, Barbara Korousic-Seljak
2023	J	`jnl`	FooDis: A food-disease relation mining pipeline. Artif. Intell. Medicine Gjorgjina Cenikj, Tome Eftimov, Barbara Korousic-Seljak
2023	J	`jnl`	Predefined domain specific embeddings of food concepts and recipes: A case study on heterogeneous recipe datasets. CoRR Gordana Ispirova, Tome Eftimov, Barbara Korousic-Seljak
2022	J	`jnl`	CafeteriaSA corpus: scientific abstracts annotated across different food semantic resources. Database J. Biol. Databases Curation Gjorgjina Cenikj, Eva Valencic, Gordana Ispirova, Matevz Ogrinc, Riste Stojanov, Peter Korosec, Ermanno Cavalli, Barbara Korousic-Seljak, Tome Eftimov
2022	B	`conf`	Predefined domain specific embeddings of food concepts and recipes: A case study on heterogeneous recipe datasets. IEEE Big Data Gordana Ispirova, Tome Eftimov, Barbara Korousic-Seljak
2022	B	`conf`	SciFoodNER: Food Named Entity Recognition for Scientific Text. IEEE Big Data Gjorgjina Cenikj, Gasper Petelin, Barbara Korousic-Seljak, Tome Eftimov
2021	J	`jnl`	An Open-Source Approach to Solving the Problem of Accurate Food-Intake Monitoring. IEEE Access Anton Biasizzo, Barbara Korousic-Seljak, Eva Valencic, Marko Pavlin, Marina Santo Zarnik, Bojan Blazica, Damian O'Kelly, Gregor Papa
2021	—	`conf`	FoodChem: A food-chemical relation extraction model. SSCI Gjorgjina Cenikj, Barbara Korousic-Seljak, Tome Eftimov
2021	J	`jnl`	FoodChem: A food-chemical relation extraction model. CoRR Gjorgjina Cenikj, Barbara Korousic-Seljak, Tome Eftimov
2021	—	`conf`	SAFFRON: tranSfer leArning For Food-disease RelatiOn extractioN. BioNLP@NAACL-HLT Gjorgjina Cenikj, Tome Eftimov, Barbara Korousic-Seljak
2020	J	`jnl`	A Survey of Named-Entity Recognition Methods for Food Information Extraction. IEEE Access Gorjan Popovski, Barbara Korousic-Seljak, Tome Eftimov
2020	—	`conf`	APRICOT: A humAn-comPuteR InteraCtion tool for linking foOd wasTe streams across different semantic resources. IEEE BigData Bojan Dimoski, Riste Stojanov, Tome Eftimov, Hannah Pinchen, Maria Traka, Paul Finglas, Barbara Korousic-Seljak
2020	—	`conf`	An Insight into Food Semantics: Review, Analysis, and Lessons Learnt over Food-Related Studies (short paper). ICBO/ODLS Gorjan Popovski, Gordana Ispirova, Eva Valencic, Riste Stojanov, Tome Eftimov, Barbara Korousic-Seljak
2020	—	`conf`	BuTTER: BidirecTional LSTM for Food Named-Entity Recognition. IEEE BigData Gjorgjina Cenikj, Gorjan Popovski, Riste Stojanov, Barbara Korousic-Seljak, Tome Eftimov
2020	—	`conf`	Comparison of Feature Selection Algorithms for Minimization of Target Specific FFQs. IEEE BigData Nina Resçiç, Tome Eftimov, Barbara Korousic-Seljak
2020	—	`conf`	Exploring Knowledge Domain Bias on a Prediction Task for Food and Nutrition Data. IEEE BigData Gordana Ispirova, Tome Eftimov, Barbara Korousic-Seljak
2020	—	`conf`	Food Data Integration by using Heuristics based on Lexical and Semantic Similarities. HEALTHINF Gorjan Popovski, Gordana Ispirova, Nina Hadzi-Kotarova, Eva Valencic, Tome Eftimov, Barbara Korousic-Seljak
2020	—	`conf`	Food Data Normalization Using Lexical and Semantic Similarities Heuristics. BIOSTEC (Selected Papers) Gordana Ispirova, Gorjan Popovski, Eva Valencic, Nina Hadzi-Kotarova, Tome Eftimov, Barbara Korousic-Seljak
2020	—	`conf`	FoodViz: Visualization of Food Entities Linked Across Different Standards. LOD (2) Riste Stojanov, Gorjan Popovski, Nasi Jofce, Dimitar Trajanov, Barbara Korousic-Seljak, Tome Eftimov
2020	—	`conf`	Toward Robust Food Ontology Mapping. IEEE BigData Riste Stojanov, Ilija Kocev, Sasho Gramatikov, Gorjan Popovski, Barbara Korousic-Seljak, Tome Eftimov
2019	—	`conf`	Comparing Different Settings of Parameters Needed for Pre-processing of ECG Signals used for Blood Pressure Classification. BIOSIGNALS Monika Simjanoska, Gregor Papa, Barbara Korousic-Seljak, Tome Eftimov
2019	—	`conf`	Comparing Semantic and Nutrient Value Similarities of Recipes. IEEE BigData Gordana Ispirova, Tome Eftimov, Barbara Korousic-Seljak
2019	—	`conf`	Design and Usability Evaluation of Interface of Mobile Application for Nutrition Tracking for People with Parkinson's Disease. HCI (17) Bojan Blazica, Peter Novák, Franc Novak, Barbara Korousic-Seljak
2019	—	`conf`	ECGpp: A Framework for Selecting the Pre-processing Parameters of ECG Signals Used for Blood Pressure Classification. BIOSTEC (Selected Papers) Monika Simjanoska, Gregor Papa, Barbara Korousic-Seljak, Tome Eftimov
2019	—	`conf`	Exploring Dietary Intake Data collected by FPQ using Unsupervised Learning. IEEE BigData Martin Gjoreski, Stefan Kochev, Nina Resçiç, Matej Gregoric, Tome Eftimov, Barbara Korousic-Seljak
2019	—	`conf`	Exploring a standardized language for describing foods using embedding techniques. IEEE BigData Gorjan Popovski, Bibek Paudel, Tome Eftimov, Barbara Korousic-Seljak
2019	—	`conf`	Food Waste Ontology: A Formal Description of Knowledge from the Domain of Food Waste. IEEE BigData Riste Stojanov, Tome Eftimov, Hannah Pinchen, Maria Traka, Paul Finglas, Drago Torkar, Barbara Korousic-Seljak
2019	J	`jnl`	FoodBase corpus: a new resource of annotated food entities. Database J. Biol. Databases Curation Gorjan Popovski, Barbara Korousic-Seljak, Tome Eftimov
2019	C	`conf`	FoodIE: A Rule-based Named-entity Recognition Method for Food Information Extraction. ICPRAM Gorjan Popovski, Stefan Kochev, Barbara Korousic-Seljak, Tome Eftimov
2019	C	`conf`	FoodOntoMap: Linking Food Concepts across Different Food Ontologies. KEOD Gorjan Popovski, Barbara Korousic-Seljak, Tome Eftimov
2019	C	`conf`	FoodOntoMapV2: Food Concepts Normalization Across Food Ontologies. IC3K Gorjan Popovski, Barbara Korousic-Seljak, Tome Eftimov
2019	—	`conf`	Infrastructure for Innovative Research on Healthy Food Choice, Preparation and Consumption: A Position Paper on the RICHFIELDS project. IEEE BigData Barbara Korousic-Seljak, Krijn Popp, Paul Finglas, Lada Timotijevic, Pieter van't Vee, Karin Zimmerman
2019	—	`conf`	Mobile nutrition monitoring for well-being. UbiComp/ISWC Adjunct Nina Resçiç, Eva Valencic, Enej Mlinaric, Barbara Korousic-Seljak, Mitja Lustrek
2019	—	`conf`	Promoting Metrology in Food and Nutrition: A Position Paper on METROFOOD-RI and its e-component. IEEE BigData Nives Ogrinc, Barbara Korousic-Seljak, Karl Presser, Marga Ocke, Iulia Iatco, Claudia Zoani
2019	—	`conf`	Using Deep Learning for Food and Beverage Image Recognition. IEEE BigData Simon Mezgec, Barbara Korousic-Seljak
2018	—	`conf`	Data-Driven Preference-Based Deep Statistical Ranking for Comparing Multi-objective Optimization Algorithms. BIOMA Tome Eftimov, Peter Korosec, Barbara Korousic-Seljak
2018	—	`conf`	Deep statistical comparison of meta-heuristic stochastic optimization algorithms. GECCO (Companion) Tome Eftimov, Peter Korosec, Barbara Korousic-Seljak
2018	C	`conf`	Quisper Ontology Learning from Personalized Dietary Web Services. KEOD Tome Eftimov, Gordana Ispirova, Paul Finglas, Peter Korosec, Barbara Korousic-Seljak
2018	—	`conf`	The RICHFIELDS Framework for Semantic Interoperability of Food Information Across Heterogenous Information Systems. KDIR Tome Eftimov, Gordana Ispirova, Peter Korosec, Barbara Korousic-Seljak
2017	J	`jnl`	A Novel Approach to statistical comparison of meta-heuristic stochastic optimization algorithms using deep statistics. Inf. Sci. Tome Eftimov, Peter Korosec, Barbara Korousic-Seljak
2017	—	`conf`	Comparing multi-objective optimization algorithms using an ensemble of quality indicators with deep statistical comparison approach. SSCI Tome Eftimov, Peter Korosec, Barbara Korousic-Seljak
2017	—	`conf`	Deep Statistical Comparison Applied on Quality Indicators to Compare Multi-objective Stochastic Optimization Algorithms. MOD Tome Eftimov, Peter Korosec, Barbara Korousic-Seljak
2017	C	`conf`	Mapping Food Composition Data from Various Data Sources to a Domain-Specific Ontology. KEOD Gordana Ispirova, Tome Eftimov, Barbara Korousic-Seljak, Peter Korosec
2017	C	`conf`	The Behavior of Deep Statistical Comparison Approach for Different Criteria of Comparing Distributions. IJCCI Tome Eftimov, Peter Korosec, Barbara Korousic-Seljak
2016	—	`conf`	Grammar and Dictionary based Named-entity Linking for Knowledge Extraction of Evidence-based Dietary Recommendations. KDIR Tome Eftimov, Barbara Korousic-Seljak, Peter Korosec
2015	—	`conf`	POS Tagging-probability Weighted Method for Matching the Internet Recipe Ingredients with Food Composition Data. KDIR Tome Eftimov, Barbara Korousic-Seljak
2013	—	`conf`	Enhancement of Web Application Design of the Open Platform for Clinical Nutrition. SouthCHI Peter Novák, Franc Novak, Barbara Korousic-Seljak
2010	—	`conf`	Computer-Based Dietary Menu Planning: How to Support It by Complex Knowledge? KES (1) Barbara Korousic-Seljak
2009	—	`conf`	Mathport - Web Application to Support Enhancement in Elementary Mathematics Pedagogy. CSEDU (1) Barbara Korousic-Seljak, Gregor Papa, Barbara Japelj Pavesic
2005	—	`ch.`	An Evolutionary Approach to Problems in Electrical Engineering Design. Handbook of Bioinspired Algorithms and Applications Barbara Korousic-Seljak, Jurij Silc, Gregor Papa
2005	J	`jnl`	An artificial intelligence approach to the efficiency improvement of a universal motor. Eng. Appl. Artif. Intell. Gregor Papa, Barbara Korousic-Seljak
2004	J	`jnl`	Evolutionary Balancing of Healthy Meals. Informatica (Slovenia) Barbara Korousic-Seljak
2003	J	`jnl`	Universal motor efficiency improvement using evolutionary optimization. IEEE Trans. Ind. Electron. Gregor Papa, Barbara Korousic-Seljak, Boris Benedicic, Tomaz Kmecl
2001	—	`conf`	Improving the Technical Quality of a Universal Motor Using an Evolutionary Approach. EUROMICRO Barbara Korousic-Seljak, Gregor Papa, Boris Benedicic, Tomaz Kmecl
1994	J	`jnl`	Task scheduling policies for real-time systems. Microprocess. Microsystems Barbara Korousic-Seljak
1992	—	`conf`	Predictable hard real-time scheduling. RTS Barbara Korousic-Seljak, Jim E. Cooling, Peter Kolbezen