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Gorjan Popovski
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COVID-19 pandemic changes the food consumption patterns
T Eftimov, G Popovski, M Petković, BK Seljak, D Kocev
Trends in food science & technology 104, 268-272, 2020
1192020
A survey of named-entity recognition methods for food information extraction
G Popovski, BK Seljak, T Eftimov
IEEE Access 8, 31586-31594, 2020
442020
FoodIE: A Rule-based Named-entity Recognition Method for Food Information Extraction
G Popovski, S Kochev, BK Seljak, T Eftimov
442019
FoodBase corpus: a new resource of annotated food entities
G Popovski, BK Seljak, T Eftimov
Database 2019, 2019
402019
FoodOntoMap: Linking Food Concepts across Different Food Ontologies
G Popovski, BK Seljak, T Eftimov
212019
The impact of hyper-parameter tuning for landscape-aware performance regression and algorithm selection
A Jankovic, G Popovski, T Eftimov, C Doerr
Proceedings of the Genetic and Evolutionary Computation Conference, 687-696, 2021
132021
BuTTER: BidirecTional LSTM for Food Named-Entity Recognition
G Cenikj, G Popovski, R Stojanov, BK Seljak, T Eftimov
2020 IEEE International Conference on Big Data (Big Data), 3550-3556, 2020
122020
A fine-tuned bidirectional encoder representations from transformers model for food named-entity recognition: Algorithm development and validation
R Stojanov, G Popovski, G Cenikj, B Koroušić Seljak, T Eftimov
Journal of Medical Internet Research 23 (8), e28229, 2021
112021
Foodviz: Visualization of food entities linked across different standards
R Stojanov, G Popovski, N Jofce, D Trajanov, BK Seljak, T Eftimov
Machine Learning, Optimization, and Data Science: 6th International …, 2020
102020
Linear matrix factorization embeddings for single-objective optimization landscapes
T Eftimov, G Popovski, Q Renau, P Korošec, C Doerr
2020 IEEE Symposium Series on Computational Intelligence (SSCI), 775-782, 2020
92020
FoodEx2vec: New foods’ representation for advanced food data analysis
T Eftimov, G Popovski, E Valenčič, BK Seljak
Food and Chemical Toxicology 138, 111169, 2020
82020
Food Data Integration by using Heuristics based on Lexical and Semantic Similarities.
G Popovski, G Ispirova, N Hadzi-Kotarova, E Valencic, T Eftimov, ...
HEALTHINF, 208-216, 2020
82020
Personalizing performance regression models to black-box optimization problems
T Eftimov, A Jankovic, G Popovski, C Doerr, P Korošec
Proceedings of the Genetic and Evolutionary Computation Conference, 669-677, 2021
62021
A framework for evaluating personalized ranking systems by fusing different evaluation measures
T Eftimov, B Paudel, G Popovski, D Kocev
Big Data Research 25, 100211, 2021
42021
Performance2vec: a step further in explainable stochastic optimization algorithm performance
T Eftimov, G Popovski, D Kocev, P Korošec
Proceedings of the 2020 Genetic and Evolutionary Computation Conference …, 2020
42020
Exploring a standardized language for describing foods using embedding techniques
G Popovski, B Paudel, T Eftimov, BK Seljak
2019 IEEE International Conference on Big Data (Big Data), 5172-5176, 2019
42019
DietHub: dietary habits analysis through understanding the content of recipes
M Petković, G Popovski, BK Seljak, D Kocev, T Eftimov
Trends in Food Science & Technology 107, 183-194, 2021
32021
PerformViz: a machine learning approach to visualize and understand the performance of single-objective optimization algorithms
T Eftimov, R Hribar, U Škvorc, G Popovski, G Petelin, P Korošec
Proceedings of the 2020 Genetic and Evolutionary Computation Conference …, 2020
32020
Toward Robust Food Ontology Mapping
R Stojanov, I Kocev, S Gramatikov, G Popovski, BK Seljak, T Eftimov
2020 IEEE International Conference on Big Data (Big Data), 3596-3601, 2020
22020
Deep statistics: more robust performance statistics for single-objective optimization benchmarking
T Eftimov, G Petelin, R Hribar, G Popovski, U Škvorc, P Korošec
Proceedings of the 2020 Genetic and Evolutionary Computation Conference …, 2020
22020
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