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Gjorgjina Cenikj
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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
282020
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
232021
Selector: selecting a representative benchmark suite for reproducible statistical comparison
G Cenikj, RD Lang, AP Engelbrecht, C Doerr, P Korošec, T Eftimov
Proceedings of The Genetic and Evolutionary Computation Conference, 620-629, 2022
222022
Towards understanding the importance of time-series features in automated algorithm performance prediction
G Petelin, G Cenikj, T Eftimov
Expert Systems with Applications 213, 119023, 2023
112023
SAFFRON: tranSfer leArning for Food-disease RelatiOn extractioN
G Cenikj, T Eftimov, BK Seljak
Proceedings of the 20th Workshop on Biomedical Language Processing, 30-40, 2021
112021
Boosting recommender systems with advanced embedding models
G Cenikj, S Gievska
Companion proceedings of the web conference 2020, 385-389, 2020
112020
Tla: Topological landscape analysis for single-objective continuous optimization problem instances
G Petelin, G Cenikj, T Eftimov
2022 IEEE Symposium Series on Computational Intelligence (SSCI), 1698-1705, 2022
82022
DynamoRep: trajectory-based population dynamics for classification of black-box optimization problems
G Cenikj, G Petelin, C Doerr, P Korošec, T Eftimov
Proceedings of the Genetic and Evolutionary Computation Conference, 813-821, 2023
72023
FoodChem: A food-chemical relation extraction model
G Cenikj, BK Seljak, T Eftimov
2021 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2021
72021
Identifying minimal set of exploratory landscape analysis features for reliable algorithm performance prediction
A Nikolikj, R Trajanov, G Cenikj, P Korošec, T Eftimov
2022 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2022
62022
Less is more: Selecting the right benchmarking set of data for time series classification
T Eftimov, G Petelin, G Cenikj, A Kostovska, G Ispirova, P Korošec, ...
Expert Systems with Applications 198, 116871, 2022
62022
TinyTLA: Topological landscape analysis for optimization problem classification in a limited sample setting
G Petelin, G Cenikj, T Eftimov
Swarm and Evolutionary Computation 84, 101448, 2024
32024
Assessing the Generalizability of a Performance Predictive Model
A Nikolikj, G Cenikj, G Ispirova, D Vermetten, RD Lang, AP Engelbrecht, ...
Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023
32023
SciFoodNER: Food Named Entity Recognition for Scientific Text
G Cenikj, G Petelin, BK Seljak, T Eftimov
2022 IEEE International Conference on Big Data (Big Data), 4065-4073, 2022
32022
CafeteriaFCD corpus: food consumption data annotated with regard to different food semantic resources
G Ispirova, G Cenikj, M Ogrinc, E Valenčič, R Stojanov, P Korošec, ...
Foods 11 (17), 2684, 2022
32022
Improving nevergrad’s algorithm selection wizard ngopt through automated algorithm configuration
R Trajanov, A Nikolikj, G Cenikj, F Teytaud, M Videau, O Teytaud, ...
International Conference on Parallel Problem Solving from Nature, 18-31, 2022
32022
How Far Out of Distribution Can We Go With ELA Features and Still Be Able to Rank Algorithms?
G Petelin, G Cenikj
2023 IEEE Symposium Series on Computational Intelligence (SSCI), 341-346, 2023
22023
TransOpt: Transformer-based Representation Learning for Optimization Problem Classification
G Cenikj, G Petelin, T Eftimov
arXiv preprint arXiv:2311.18035, 2023
22023
From language models to large-scale food and biomedical knowledge graphs
G Cenikj, L Strojnik, R Angelski, N Ogrinc, B Koroušić Seljak, T Eftimov
Scientific reports 13 (1), 7815, 2023
22023
A cross-benchmark examination of feature-based algorithm selector generalization in single-objective numerical optimization
G Cenikj, G Petelin, T Eftimov
Swarm and Evolutionary Computation 87, 101534, 2024
12024
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