| 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 | 32 | 2020 |
| 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 | 29 | 2022 |
| 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 | 25 | 2021 |
| 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 | 18 | 2023 |
| 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 | 15 | 2021 |
| Boosting recommender systems with advanced embedding models G Cenikj, S Gievska Companion proceedings of the web conference 2020, 385-389, 2020 | 12 | 2020 |
| 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 | 10 | 2023 |
| 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 | 10 | 2022 |
| FoodChem: A food-chemical relation extraction model G Cenikj, BK Seljak, T Eftimov 2021 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2021 | 10 | 2021 |
| 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 | 9 | 2022 |
| 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 | 9 | 2022 |
| 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 | 7 | 2023 |
| 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 | 7 | 2023 |
| 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 | 6 | 2024 |
| 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 | 5 | 2022 |
| 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 | 5 | 2022 |
| TransOpt: Transformer-based representation learning for optimization problem classification G Cenikj, G Petelin, T Eftimov arXiv preprint arXiv:2311.18035, 2023 | 4 | 2023 |
| 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 | 4 | 2023 |
| 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 | 3 | 2024 |
| 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 | 3 | 2022 |