Gjorgjina Cenikj

49 papers A 3B 6Journal 24Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
A survey of features used for representing black-box single-objective continuous optimization.
Swarm Evol. Comput.
Gjorgjina Cenikj, Ana Nikolikj, Gasper Petelin, Niki van Stein, Carola Doerr, Tome Eftimov
2025 B conf
ClustOpt: A Clustering-Based Approach for Representing and Visualizing the Search Dynamics of Numerical Metaheuristic Optimization Algorithms.
CEC
Gjorgjina Cenikj, Gasper Petelin, Tome Eftimov
2025 J jnl
ClustOpt: A Clustering-based Approach for Representing and Visualizing the Search Dynamics of Numerical Metaheuristic Optimization Algorithms.
CoRR
Gjorgjina Cenikj, Gasper Petelin, Tome Eftimov
2025 — conf
Comparing Optimization Algorithms Through the Lens of Search Behavior Analysis.
GECCO Companion
Gjorgjina Cenikj, Gasper Petelin, Tome Eftimov
2025 J jnl
Comparing Optimization Algorithms Through the Lens of Search Behavior Analysis.
CoRR
Gjorgjina Cenikj, Gasper Petelin, Tome Eftimov
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 J jnl
Landscape Features in Single-Objective Continuous Optimization: Have We Hit a Wall in Algorithm Selection Generalization?
CoRR
Gjorgjina Cenikj, Gasper Petelin, Moritz Seiler, Nikola Cenikj, Tome Eftimov
2025 J jnl
Landscape features in single-objective continuous optimization: Have we hit a wall in algorithm selection generalization?
Swarm Evol. Comput.
Gjorgjina Cenikj, Gasper Petelin, Moritz Seiler, Nikola Cenikj, Tome Eftimov
2025 — conf
Recent Advances in Meta-features Used for Representing Black-box Single-objective Continuous Optimization.
GECCO Companion
Gjorgjina Cenikj, Ana Nikolikj, Tome Eftimov
2025 A conf
The Pitfalls of Benchmarking in Algorithm Selection: What We Are Getting Wrong.
GECCO
Gasper Petelin, Gjorgjina Cenikj
2025 J jnl
The Pitfalls of Benchmarking in Algorithm Selection: What We Are Getting Wrong.
CoRR
Gasper Petelin, Gjorgjina Cenikj
2024 J jnl
A Survey of Meta-features Used for Automated Selection of Algorithms for Black-box Single-objective Continuous Optimization.
CoRR
Gjorgjina Cenikj, Ana Nikolikj, Gasper Petelin, Niki van Stein, Carola Doerr, Tome Eftimov
2024 J jnl
A cross-benchmark examination of feature-based algorithm selector generalization in single-objective numerical optimization.
Swarm Evol. Comput.
Gjorgjina Cenikj, Gasper Petelin, Tome Eftimov
2024 B conf
Generalization Ability of Feature-Based Performance Prediction Models: A Statistical Analysis Across Benchmarks.
CEC
Ana Nikolikj, Ana Kostovska, Gjorgjina Cenikj, Carola Doerr, Tome Eftimov
2024 J jnl
Generalization Ability of Feature-based Performance Prediction Models: A Statistical Analysis across Benchmarks.
CoRR
Ana Nikolikj, Ana Kostovska, Gjorgjina Cenikj, Carola Doerr, Tome Eftimov
2024 B conf
Impact of Scaling in ELA Feature Calculation on Algorithm Selection Cross-Benchmark Transferability.
CEC
Gjorgjina Cenikj, Gasper Petelin, Tome Eftimov
2024 — conf
Instance Selection for Dynamic Algorithm Configuration with Reinforcement Learning: Improving Generalization.
GECCO Companion
Carolin Benjamins, Gjorgjina Cenikj, Ana Nikolikj, Aditya Mohan, Tome Eftimov, Marius Lindauer
2024 J jnl
Instance Selection for Dynamic Algorithm Configuration with Reinforcement Learning: Improving Generalization.
CoRR
Carolin Benjamins, Gjorgjina Cenikj, Ana Nikolikj, Aditya Mohan, Tome Eftimov, Marius Lindauer
2024 — conf
Learned Features vs. Classical ELA on Affine BBOB Functions.
PPSN (2)
Moritz Seiler, Urban Skvorc, Gjorgjina Cenikj, Carola Doerr, Heike Trautmann
2024 — conf
On Generalization of ELA Feature Groups.
GECCO Companion
Gasper Petelin, Gjorgjina Cenikj
2024 J jnl
Random Filter Mappings as Optimization Problem Feature Extractors.
IEEE Access
Gasper Petelin, Gjorgjina Cenikj
2024 J jnl
TinyTLA: Topological landscape analysis for optimization problem classification in a limited sample setting.
Swarm Evol. Comput.
Gasper Petelin, Gjorgjina Cenikj, Tome Eftimov
2024 — conf
TransOptAS: Transformer-Based Algorithm Selection for Single-Objective Optimization.
GECCO Companion
Gjorgjina Cenikj, Gasper Petelin, Tome Eftimov
2023 — conf
Assessing the Generalizability of a Performance Predictive Model.
GECCO Companion
Ana Nikolikj, Gjorgjina Cenikj, Gordana Ispirova, Diederick Vermetten, Ryan Dieter Lang, Andries Petrus Engelbrecht, Carola Doerr, Peter Korosec, Tome Eftimov
2023 J jnl
Assessing the Generalizability of a Performance Predictive Model.
CoRR
Ana Nikolikj, Gjorgjina Cenikj, Gordana Ispirova, Diederick Vermetten, Ryan Dieter Lang, Andries Petrus Engelbrecht, Carola Doerr, Peter Korosec, Tome Eftimov
2023 A conf
DynamoRep: Trajectory-Based Population Dynamics for Classification of Black-box Optimization Problems.
GECCO
Gjorgjina Cenikj, Gasper Petelin, Carola Doerr, Peter Korosec, Tome Eftimov
2023 J jnl
DynamoRep: Trajectory-Based Population Dynamics for Classification of Black-box Optimization Problems.
CoRR
Gjorgjina Cenikj, Gasper Petelin, Carola Doerr, Peter Korosec, Tome Eftimov
2023 J jnl
FooDis: A food-disease relation mining pipeline.
Artif. Intell. Medicine
Gjorgjina Cenikj, Tome Eftimov, Barbara Korousic-Seljak
2023 — conf
How Far Out of Distribution Can We Go With ELA Features and Still Be Able to Rank Algorithms?
SSCI
Gasper Petelin, Gjorgjina Cenikj
2023 — conf
PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization.
AutoML
Ana Kostovska, Gjorgjina Cenikj, Diederick Vermetten, Anja Jankovic, Ana Nikolikj, Urban Skvorc, Peter Korosec, Carola Doerr, Tome Eftimov
2023 J jnl
PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization.
CoRR
Ana Kostovska, Gjorgjina Cenikj, Diederick Vermetten, Anja Jankovic, Ana Nikolikj, Urban Skvorc, Peter Korosec, Carola Doerr, Tome Eftimov
2023 J jnl
Towards understanding the importance of time-series features in automated algorithm performance prediction.
Expert Syst. Appl.
Gasper Petelin, Gjorgjina Cenikj, Tome Eftimov
2023 J jnl
TransOpt: Transformer-based Representation Learning for Optimization Problem Classification.
CoRR
Gjorgjina Cenikj, Gasper Petelin, Tome Eftimov
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
Identifying minimal set of Exploratory Landscape Analysis features for reliable algorithm performance prediction.
CEC
Ana Nikolikj, Risto Trajanov, Gjorgjina Cenikj, Peter Korosec, Tome Eftimov
2022 — conf
Improving Nevergrad's Algorithm Selection Wizard NGOpt Through Automated Algorithm Configuration.
PPSN (1)
Risto Trajanov, Ana Nikolikj, Gjorgjina Cenikj, Fabien Teytaud, Mathurin Videau, Olivier Teytaud, Tome Eftimov, Manuel López-Ibáñez, Carola Doerr
2022 J jnl
Improving Nevergrad's Algorithm Selection Wizard NGOpt through Automated Algorithm Configuration.
CoRR
Risto Trajanov, Ana Nikolikj, Gjorgjina Cenikj, Fabien Teytaud, Mathurin Videau, Olivier Teytaud, Tome Eftimov, Manuel López-Ibáñez, Carola Doerr
2022 J jnl
Less is more: Selecting the right benchmarking set of data for time series classification.
Expert Syst. Appl.
Tome Eftimov, Gasper Petelin, Gjorgjina Cenikj, Ana Kostovska, Gordana Ispirova, Peter Korosec, Jasmin Bogatinovski
2022 J jnl
SELECTOR: Selecting a Representative Benchmark Suite for Reproducible Statistical Comparison.
CoRR
Gjorgjina Cenikj, Ryan Dieter Lang, Andries Petrus Engelbrecht, Carola Doerr, Peter Korosec, Tome Eftimov
2022 A conf
SELECTOR: selecting a representative benchmark suite for reproducible statistical comparison.
GECCO
Gjorgjina Cenikj, Ryan Dieter Lang, Andries Petrus Engelbrecht, Carola Doerr, Peter Korosec, Tome Eftimov
2022 B conf
SciFoodNER: Food Named Entity Recognition for Scientific Text.
IEEE Big Data
Gjorgjina Cenikj, Gasper Petelin, Barbara Korousic-Seljak, Tome Eftimov
2022 — conf
TLA: Topological Landscape Analysis for Single-Objective Continuous Optimization Problem Instances.
SSCI
Gasper Petelin, Gjorgjina Cenikj, Tome Eftimov
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
2021 — conf
Skills Named-Entity Recognition for Creating a Skill Inventory of Today's Workplace.
IEEE BigData
Gjorgjina Cenikj, Bozhanka Vitanova, Tome Eftimov
2020 — conf
Boosting Recommender Systems with Advanced Embedding Models.
WWW (Companion Volume)
Gjorgjina Cenikj, Sonja Gievska
2020 — conf
BuTTER: BidirecTional LSTM for Food Named-Entity Recognition.
IEEE BigData
Gjorgjina Cenikj, Gorjan Popovski, Riste Stojanov, Barbara Korousic-Seljak, Tome Eftimov