On Formulating the Ground Scheduling Problem as a Multi-objective Bilevel Problem. - Margarita Antoniou; Gasper Petelin; Gregor Papa (BIOMA, 2020)

PerformViz: a machine learning approach to visualize and understand the performance of single-objective optimization algorithms. - Tome Eftimov; Rok Hribar; Urban Skvorc; Gorjan Popovski; Gasper Petelin; Peter Korosec (GECCO Companion, 2020)

Deep statistics: more robust performance statistics for single-objective optimization benchmarking. - Tome Eftimov; Gasper Petelin; Rok Hribar; Gorjan Popovski; Urban Skvorc; Peter Korosec (GECCO Companion, 2020)

DSCTool: A web-service-based framework for statistical comparison of stochastic optimization algorithms. - Tome Eftimov; Gasper Petelin; Peter Korosec (Appl. Soft Comput., 2020)

Preferred Solutions of the Ground Station Scheduling Problem using NSGA-III with Weighted Reference Points Selection. - Margarita Antoniou; Gasper Petelin; Gregor Papa (CEC, 2021)

HZDR Multiphase Addon for OpenFOAM. - Fabian Schlegel; Mazen Draw; Ilya Evdokimov; Susann Hänsch; Harris Khan; Ronald Lehnigk; Richard Meller; Gasper Petelin; Matej Tekavcic (RODARE, 2021)

HZDR Multiphase Addon for OpenFOAM. - Fabian Schlegel; Mazen Draw; Ilya Evdokimov; Susann Hänsch; Harris Khan; Ronald Lehnigk; Jiadong Li; Hongmei Lyu; Richard Meller; Gasper Petelin; Matej Tekavcic (RODARE, 2021)

HZDR Multiphase Addon for OpenFOAM. - Fabian Schlegel; Mazen Draw; Ilya Evdokimov; Susann Hänsch; Harris Khan; Ronald Lehnigk; Jiadong Li; Hongmei Lyu; Richard Meller; Gasper Petelin; Matej Tekavcic (RODARE, 2021)

SciFoodNER: Food Named Entity Recognition for Scientific Text. - Gjorgjina Cenikj; Gasper Petelin; Barbara Korousic-Seljak; Tome Eftimov (IEEE Big Data, 2022)

Dynamic computational resource allocation for CFD simulations based on pareto front optimization. - Gasper Petelin; Margarita Antoniou; Gregor Papa (GECCO Companion, 2022)

On Suitability of the Customized Measuring Device for Electric Motor. - Rok Hribar; Gasper Petelin; Margarita Antoniou; Anton Biasizzo; Stanko Ciglaric; Gregor Papa (IECON, 2022)

TLA: Topological Landscape Analysis for Single-Objective Continuous Optimization Problem Instances. - Gasper Petelin; Gjorgjina Cenikj; Tome Eftimov (SSCI, 2022)

Less is more: Selecting the right benchmarking set of data for time series classification. - Tome Eftimov; Gasper Petelin; Gjorgjina Cenikj; Ana Kostovska; Gordana Ispirova; Peter Korosec; Jasmin Bogatinovski (Expert Syst. Appl., 2022)

Four algorithms to solve symmetric multi-type non-negative matrix tri-factorization problem. - Rok Hribar; Timotej Hrga; Gregor Papa; Gasper Petelin; Janez Povh; Natasa Przulj; Vida Vukasinovic (J. Glob. Optim., 2022)

HZDR Multiphase Addon for OpenFOAM. - Fabian Schlegel; Kasper Gram Bilde; Mazen Draw; Ilya Evdokimov; Susann Hänsch; Harris Khan; Benjamin Krull; Ronald Lehnigk; Jiadong Li; Hongmei Lyu; Richard Meller; Gasper Petelin; et al. (RODARE, 2022)

HZDR Multiphase Addon for OpenFOAM. - Fabian Schlegel; Kasper Gram Bilde; Mazen Draw; Ilya Evdokimov; Susann Hänsch; Harris Khan; Benjamin Krull; Ronald Lehnigk; Jiadong Li; Hongmei Lyu; Richard Meller; Gasper Petelin; et al. (RODARE, 2022)

HZDR Multiphase Addon for OpenFOAM. - Fabian Schlegel; Kasper Gram Bilde; Mazen Draw; Ilya Evdokimov; Susann Hänsch; Vikrant Vinayak Kamble; Harris Khan; Benjamin Krull; Ronald Lehnigk; Jiadong Li; Hongmei Lyu; Richard Meller; et al. (RODARE, 2022)

HZDR Multiphase Addon for OpenFOAM. - Fabian Schlegel; Kasper Gram Bilde; Mazen Draw; Ilya Evdokimov; Susann Hänsch; Vikrant Vinayak Kamble; Harris Khan; Benjamin Krull; Ronald Lehnigk; Jiadong Li; Hongmei Lyu; Richard Meller; et al. (RODARE, 2022)

HZDR Multiphase Addon for OpenFOAM. - Fabian Schlegel; Mazen Draw; Ilya Evdokimov; Susann Hänsch; Harris Khan; Ronald Lehnigk; Richard Meller; Gasper Petelin; Matej Tekavcic; Kasper Gram Bilde; Vikrant Vinayak Kamble; Jiadong Li; et al. (RODARE, 2022)

DynamoRep: Trajectory-Based Population Dynamics for Classification of Black-box Optimization Problems. - Gjorgjina Cenikj; Gasper Petelin; Carola Doerr; Peter Korosec; Tome Eftimov (GECCO, 2023)

How Far Out of Distribution Can We Go With ELA Features and Still Be Able to Rank Algorithms? - Gasper Petelin; Gjorgjina Cenikj (SSCI, 2023)

Dealing with zero-inflated data: achieving SOTA with a two-fold machine learning approach. - Joze M. Rozanec; Gasper Petelin; João Pita Costa; Blaz Bertalanic; Gregor Cerar; Marko Gucek; Gregor Papa; Dunja Mladenic (CoRR, 2023)

TransOpt: Transformer-based Representation Learning for Optimization Problem Classification. - Gjorgjina Cenikj; Gasper Petelin; Tome Eftimov (CoRR, 2023)

Towards understanding the importance of time-series features in automated algorithm performance prediction. - Gasper Petelin; Gjorgjina Cenikj; Tome Eftimov (Expert Syst. Appl., 2023)

HZDR Multiphase Addon for OpenFOAM. - Fabian Schlegel; Kasper Gram Bilde; Mazen Draw; Ilya Evdokimov; Susann Hänsch; Vikrant Vinayak Kamble; Harris Khan; Benjamin Krull; Ronald Lehnigk; Jiadong Li; Hongmei Lyu; Richard Meller; et al. (RODARE, 2023)

Multiphase Code Repository by HZDR for OpenFOAM Foundation Software. - Fabian Schlegel; Kasper Gram Bilde; Mazen Draw; Ilya Evdokimov; Susann Hänsch; Vikrant Vinayak Kamble; Haris Khan; Benjamin Krull; Ronald Lehnigk; Jiadong Li; Hongmei Lyu; Richard Meller; et al. (RODARE, 2023)

Impact of Scaling in ELA Feature Calculation on Algorithm Selection Cross-Benchmark Transferability. - Gjorgjina Cenikj; Gasper Petelin; Tome Eftimov (CEC, 2024)

TransOptAS: Transformer-Based Algorithm Selection for Single-Objective Optimization. - Gjorgjina Cenikj; Gasper Petelin; Tome Eftimov (GECCO Companion, 2024)

On Generalization of ELA Feature Groups. - Gasper Petelin; Gjorgjina Cenikj (GECCO Companion, 2024)

Random Filter Mappings as Optimization Problem Feature Extractors. - Gasper Petelin; Gjorgjina Cenikj (IEEE Access, 2024)

A Survey of Meta-features Used for Automated Selection of Algorithms for Black-box Single-objective Continuous Optimization. - Gjorgjina Cenikj; Ana Nikolikj; Gasper Petelin; Niki van Stein; Carola Doerr; Tome Eftimov (CoRR, 2024)

A cross-benchmark examination of feature-based algorithm selector generalization in single-objective numerical optimization. - Gjorgjina Cenikj; Gasper Petelin; Tome Eftimov (Swarm Evol. Comput., 2024)

TinyTLA: Topological landscape analysis for optimization problem classification in a limited sample setting. - Gasper Petelin; Gjorgjina Cenikj; Tome Eftimov (Swarm Evol. Comput., 2024)

Multiphase Code Repository by HZDR for OpenFOAM Foundation Software. - Fabian Schlegel; Kasper Gram Bilde; Mazen Draw; Ilya Evdokimov; Susann Hänsch; Vikrant Vinayak Kamble; Haris Khan; Benjamin Krull; Ronald Lehnigk; Jiadong Li; Hongmei Lyu; Richard Meller; et al. (RODARE, 2024)

Multiphase Code Repository by HZDR for OpenFOAM Foundation Software. - Fabian Schlegel; Kasper Gram Bilde; Mazen Draw; Ilya Evdokimov; Susann Hänsch; Vikrant Vinayak Kamble; Haris Khan; Benjamin Krull; Ronald Lehnigk; Jiadong Li; Hongmei Lyu; Richard Meller; et al. (RODARE, 2024)

Multiphase Code Repository by HZDR for OpenFOAM Foundation Software. - Fabian Schlegel; Kasper Gram Bilde; Mazen Draw; Ilya Evdokimov; Susann Hänsch; Vikrant Vinayak Kamble; Haris Khan; Benjamin Krull; Ronald Lehnigk; Jiadong Li; Hongmei Lyu; Richard Meller; et al. (RODARE, 2024)

Multiphase Code Repository by HZDR for OpenFOAM Foundation Software. - Fabian Schlegel; Kasper Gram Bilde; Mazen Draw; Ilya Evdokimov; Susann Hänsch; Vikrant Vinayak Kamble; Haris Khan; Benjamin Krull; Ronald Lehnigk; Jiadong Li; Hongmei Lyu; Richard Meller; et al. (RODARE, 2024)

ClustOpt: A Clustering-Based Approach for Representing and Visualizing the Search Dynamics of Numerical Metaheuristic Optimization Algorithms. - Gjorgjina Cenikj; Gasper Petelin; Tome Eftimov (CEC, 2025)

The Pitfalls of Benchmarking in Algorithm Selection: What We Are Getting Wrong. - Gasper Petelin; Gjorgjina Cenikj (GECCO, 2025)

Dealing with zero-inflated data: Achieving state-of-the-art with a two-fold machine learning approach. - Joze M. Rozanec; Gasper Petelin; João Pita Costa; Gregor Cerar; Blaz Bertalanic; Marko Gucek; Gregor Papa; Dunja Mladenic (Eng. Appl. Artif. Intell., 2025)

Landscape features in single-objective continuous optimization: Have we hit a wall in algorithm selection generalization? - Gjorgjina Cenikj; Gasper Petelin; Moritz Seiler; Nikola Cenikj; Tome Eftimov (Swarm Evol. Comput., 2025)

Comparing Optimization Algorithms Through the Lens of Search Behavior Analysis. - Gjorgjina Cenikj; Gasper Petelin; Tome Eftimov (CoRR, 2025)