Bogdan Filipic

84 papers A 10B 7C 4Misc 1Journal 33Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A methodology for multi-label algorithm selection in constrained multiobjective optimization. Swarm Evol. Comput. Andrejaana Andova, Jordan N. Cork, Tea Tusar, Bogdan Filipic
2025	J	`jnl`	Characterization of Constrained Continuous Multiobjective Optimization Problems: A Performance Space Perspective. IEEE Trans. Evol. Comput. Aljosa Vodopija, Tea Tusar, Bogdan Filipic
2025	—	`ed.`	Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025 GECCO Companion Bogdan Filipic
2025	A	`ed.`	Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025 GECCO Bogdan Filipic
2024	—	`conf`	A Bayesian Optimization Approach to Algorithm Parameter Tuning in Constrained Multiobjective Optimization. OLA Jordan N. Cork, Bogdan Filipic
2024	A	`conf`	Enhancing Algorithm Performance Prediction in Constrained Multiobjective Optimization Using Additional Training Problems. GECCO Andrejaana Andova, Jordan N. Cork, Tea Tusar, Bogdan Filipic
2024	—	`conf`	On the Latent Structure of the bbob-biobj Test Suite. EvoApplications@EvoStar Pavel Krömer, Vojtech Uher, Tea Tusar, Bogdan Filipic
2024	—	`conf`	Predicting Algorithm Performance in Constrained Multiobjective Optimization: A Tough Nut to Crack. EvoApplications@EvoStar Andrejaana Andova, Jordan N. Cork, Aljosa Vodopija, Tea Tusar, Bogdan Filipic
2024	A	`conf`	The Lunar Lander Landing Site Selection Benchmark Reexamined: Problem Characterization and Algorithm Performance. GECCO Aljosa Vodopija, Jordan N. Cork, Bogdan Filipic
2023	J	`jnl`	Characterization of Constrained Continuous Multiobjective Optimization Problems: A Performance Space Perspective. CoRR Aljosa Vodopija, Tea Tusar, Bogdan Filipic
2023	C	`conf`	Visual Exploration of the Effect of Constraint Handling in Multiobjective Optimization. EMO Tea Tusar, Aljosa Vodopija, Bogdan Filipic
2022	J	`jnl`	Characterization of constrained continuous multiobjective optimization problems: A feature space perspective. Inf. Sci. Aljosa Vodopija, Tea Tusar, Bogdan Filipic
2022	J	`jnl`	Elevator group control as a constrained multiobjective optimization problem. Appl. Soft Comput. Aljosa Vodopija, Jörg Stork, Thomas Bartz-Beielstein, Bogdan Filipic
2022	—	`conf`	Sampling Strategies for Exploratory Landscape Analysis of Bi-Objective Problems. CSCI Pavel Krömer, Vojtech Uher, Andrejaana Andova, Tea Tusar, Bogdan Filipic
2021	J	`jnl`	Characterization of Constrained Continuous Multiobjective Optimization Problems: A Feature Space Perspective. CoRR Aljosa Vodopija, Tea Tusar, Bogdan Filipic
2021	B	`conf`	Design of Cyclone Dust Separators: A Constrained Multiobjective Optimization Perspective. CEC Aljosa Vodopija, Beate Breiderhoff, Boris Naujoks, Bogdan Filipic
2020	—	`ed.`	Bioinspired Optimization Methods and Their Applications - 9th International Conference, BIOMA 2020, Brussels, Belgium, November 19-20, 2020, Proceedings BIOMA Bogdan Filipic, Edmondo A. Minisci, Massimiliano Vasile
2020	—	`conf`	Constrained Multiobjective Optimization for the Design of Energy-Efficient Context Recognition Systems. BIOMA Aljosa Vodopija, Vito Janko, Mitja Lustrek, Bogdan Filipic
2020	—	`book`	High-Performance Simulation-Based Optimization Thomas Bartz-Beielstein, Bogdan Filipic, Peter Korosec, El-Ghazali Talbi
2020	—	`ch.`	Optimization and Visualization in Many-Objective Space Trajectory Design. High-Performance Simulation-Based Optimization Hernán E. Aguirre, Kiyoshi Tanaka, Tea Tusar, Bogdan Filipic
2020	—	`conf`	Visualization in multiobjective optimization. GECCO Companion Bogdan Filipic, Tea Tusar
2019	J	`jnl`	A Real-Time Multiobjective Optimization Algorithm for Discovering Driving Strategies. Transp. Sci. Erik Dovgan, Matjaz Gams, Bogdan Filipic
2019	—	`conf`	Ensemble-based constraint handling in multiobjective optimization. GECCO (Companion) Aljosa Vodopija, Akira Oyama, Bogdan Filipic
2019	—	`conf`	Visualization in multiobjective optimization. GECCO (Companion) Bogdan Filipic, Tea Tusar
2018	A	`conf`	A taxonomy of methods for visualizing pareto front approximations. GECCO Bogdan Filipic, Tea Tusar
2018	—	`conf`	Comparing black-box differential evolution and classic differential evolution. GECCO (Companion) Aljosa Vodopija, Tea Tusar, Bogdan Filipic
2018	—	`conf`	Visualization in multiobjective optimization. GECCO (Companion) Bogdan Filipic, Tea Tusar
2017	J	`jnl`	A study of overfitting in optimization of a manufacturing quality control procedure. Appl. Soft Comput. Tea Tusar, Klemen Gantar, Valentin Koblar, Bernard Zenko, Bogdan Filipic
2017	—	`conf`	Multiobjective discovery of human-like driving strategies. GECCO (Companion) Erik Dovgan, Jaka Sodnik, Ivan Bratko, Bogdan Filipic
2016	J	`jnl`	Parameter tuning with Chess Rating System (CRS-Tuning) for meta-heuristic algorithms. Inf. Sci. Niki Vecek, Marjan Mernik, Bogdan Filipic, Matej Crepinsek
2016	—	`conf`	Performance of the DEMO Algorithm on the Bi-objective BBOB Test Suite. GECCO (Companion) Tea Tusar, Bogdan Filipic
2016	—	`conf`	Visualization in Multiobjective Optimization. GECCO (Companion) Bogdan Filipic, Tea Tusar
2015	J	`jnl`	GP-DEMO: Differential Evolution for Multiobjective Optimization based on Gaussian Process models. Eur. J. Oper. Res. Miha Mlakar, Dejan Petelin, Tea Tusar, Bogdan Filipic
2015	J	`jnl`	Visualization of Pareto Front Approximations in Evolutionary Multiobjective Optimization: A Critical Review and the Prosection Method. IEEE Trans. Evol. Comput. Tea Tusar, Bogdan Filipic
2014	J	`jnl`	Discovering driving strategies with a multiobjective optimization algorithm. Appl. Soft Comput. Erik Dovgan, Matija Javorski, Tea Tusar, Matjaz Gams, Bogdan Filipic
2014	—	`conf`	Initial experiments in visualization of empirical attainment function differences using maximum intensity projection. GECCO (Companion) Tea Tusar, Bogdan Filipic
2014	A	`ed.`	Parallel Problem Solving from Nature - PPSN XIII - 13th International Conference, Ljubljana, Slovenia, September 13-17, 2014. Proceedings PPSN Thomas Bartz-Beielstein, Jürgen Branke, Bogdan Filipic, Jim Smith
2013	—	`conf`	An approach to visualizing the 3D empirical attainment function. GECCO (Companion) Tea Tusar, Bogdan Filipic
2013	J	`jnl`	Asynchronous Master-Slave Parallelization of Differential Evolution for Multi-Objective Optimization. Evol. Comput. Matjaz Depolli, Roman Trobec, Bogdan Filipic
2013	—	`conf`	Challenges of applying optimization methodology in industry. GECCO (Companion) Bogdan Filipic, Tea Tusar
2013	J	`jnl`	Comparing a multiobjective optimization algorithm for discovering driving strategies with humans. Expert Syst. Appl. Erik Dovgan, Matija Javorski, Tea Tusar, Matjaz Gams, Bogdan Filipic
2013	J	`jnl`	Graph 3-coloring with a hybrid self-adaptive evolutionary algorithm CoRR Iztok Fister, Marjan Mernik, Bogdan Filipic
2013	J	`jnl`	Graph 3-coloring with a hybrid self-adaptive evolutionary algorithm. Comput. Optim. Appl. Iztok Fister, Marjan Mernik, Bogdan Filipic
2012	—	`conf`	Data management in the MIRABEL smart grid system. EDBT/ICDT Workshops Matthias Böhm, Lars Dannecker, Andreas Doms, Erik Dovgan, Bogdan Filipic, Ulrike Fischer, Wolfgang Lehner, Torben Bach Pedersen, Yoann Pitarch, Laurynas Siksnys, Tea Tusar
2012	J	`jnl`	Discovering Comfortable Driving Strategies Using Simulation-Based Multiobjective Optimization. Informatica (Slovenia) Erik Dovgan, Tea Tusar, Matija Javorski, Bogdan Filipic
2012	—	`conf`	Discrete vs. continuous multiobjective optimization of continuous casting of steel. GECCO (Companion) Miha Mlakar, Tea Tusar, Bogdan Filipic
2012	B	`conf`	Evolutionary multiobjective design of an alternative energy supply system. IEEE Congress on Evolutionary Computation Bogdan Filipic, Ivan Lorencin
2012	B	`conf`	Evolutionary scheduling of flexible offers for balancing electricity supply and demand. IEEE Congress on Evolutionary Computation Tea Tusar, Erik Dovgan, Bogdan Filipic
2012	J	`jnl`	The differential ant-stigmergy algorithm. Inf. Sci. Peter Korosec, Jurij Silc, Bogdan Filipic
2011	—	`conf`	A multiobjective optimization algorithm for discovering driving strategies. GECCO (Companion) Erik Dovgan, Matjaz Gams, Bogdan Filipic
2011	J	`jnl`	Evolutionary Synthesis of Cellular Automata. J. Comput. Inf. Technol. Jernej Zupanc, Bogdan Filipic
2011	—	`conf`	Optimization of Gaussian Process Models with Evolutionary Algorithms. ICANNGA (1) Dejan Petelin, Bogdan Filipic, Jus Kocijan
2011	A	`conf`	Visualizing 4D approximation sets of multiobjective optimizers with prosections. GECCO Tea Tusar, Bogdan Filipic
2010	J	`jnl`	A hybrid self-adaptive evolutionary algorithm for marker optimization in the clothing industry. Appl. Soft Comput. Iztok Fister, Marjan Mernik, Bogdan Filipic
2010	B	`conf`	Parameter tuning in an evolutionary algorithm for commodity transportation optimization. IEEE Congress on Evolutionary Computation Erik Dovgan, Tea Tusar, Bogdan Filipic
2008	J	`jnl`	Optimization of markers in clothing industry. Eng. Appl. Artif. Intell. Iztok Fister, Marjan Mernik, Bogdan Filipic
2007	J	`jnl`	A comparative study of stochastic optimization methods in electric motor design. Appl. Intell. Tea Tusar, Peter Korosec, Gregor Papa, Bogdan Filipic, Jurij Silc
2007	C	`conf`	Differential Evolution versus Genetic Algorithms in Multiobjective Optimization. EMO Tea Tusar, Bogdan Filipic
2007	J	`jnl`	Preliminary Numerical Experiments in Multiobjective Optimization of a Metallurgical Production Process. Informatica (Slovenia) Bogdan Filipic, Erkki Laitinen, Tea Tusar
2006	A	`conf`	Ant stigmergy on the grid: optimizing the cooling process in continuous steel casting. IPDPS Peter Korosec, Jurij Silc, Bogdan Filipic, Erkki Laitinen
2006	A	`conf`	Evolutionary search for optimal combinations of markers in clothing manufacturing. GECCO Bogdan Filipic, Iztok Fister, Marjan Mernik
2006	J	`jnl`	Exploiting structural information for semi-structured document categorization. Inf. Process. Manag. Andrej Bratko, Bogdan Filipic
2006	J	`jnl`	Spam Filtering Using Statistical Data Compression Models. J. Mach. Learn. Res. Andrej Bratko, Gordon V. Cormack, Bogdan Filipic, Thomas R. Lynam, Blaz Zupan
2006	—	`conf`	Towards Practical PPM Spam Filtering: Experiments for the TREC 2006 Spam Track. TREC Andrej Bratko, Bogdan Filipic, Blaz Zupan
2005	C	`conf`	DEMO: Differential Evolution for Multiobjective Optimization. EMO Tea Robic, Bogdan Filipic
2005	J	`jnl`	Model-Based Tuning of Process Parameters for Steady-State Steel Casting. Informatica (Slovenia) Bogdan Filipic, Erkki Laitinen
2005	—	`conf`	Spam Filtering Using Character-Level Markov Models: Experiments for the TREC 2005 Spam Track. TREC Andrej Bratko, Bogdan Filipic
2005	J	`jnl`	Speeding Up a Genetic Algorithm for EPR-Based Spin Label Characterization of Biosystem Complexity. J. Chem. Inf. Model. Aleh A. Kavalenka, Bogdan Filipic, Marcus A. Hemminga, Janez Strancar
2005	J	`jnl`	Spin Label EPR-Based Characterization of Biosystem Complexity. J. Chem. Inf. Model. Janez Strancar, Tilen Koklic, Zoran Arsov, Bogdan Filipic, David Stopar, Marcus A. Hemminga
2004	B	`conf`	A comparative study of coolant flow optimization on a steel casting machine. IEEE Congress on Evolutionary Computation Bogdan Filipic, Tea Robic
2004	B	`conf`	Noisy optimization problems - a particular challenge for differential evolution? IEEE Congress on Evolutionary Computation Thiemo Krink, Bogdan Filipic, Gary B. Fogel
2004	J	`jnl`	Optimizing Production Schedules and Energy Consumption with an Evolutionary Algorithm. Informatica (Slovenia) Bogdan Filipic
2003	J	`jnl`	Evolutionary Optimization of Markers in Clothes Production. Informatica (Slovenia) Bogdan Filipic, Iztok Fister, Marjan Mernik
2001	J	`jnl`	Tuning EPR spectral parameters with a genetic algorithm. Appl. Soft Comput. Bogdan Filipic, Janez Strancar
2000	A	`conf`	Genetic Optimization of the EPR Spectral Parameters: Algorithm Implementation and Preliminary Results. PPSN Bogdan Filipic, Janez Strancar
2000	J	`jnl`	Skill-based interpretation of noisy probe signals enhanced with a genetic algorithm. Int. J. Hum. Comput. Stud. Bogdan Filipic, Iztok Zun, Matjaz Perpar
1999	—	`conf`	An Evolutionary Algorithm for a Non-standard Scheduling Problem. ICANNGA Bogdan Filipic
1999	B	`conf`	Near-optimal scheduling of line production with an evolutionary algorithm. CEC Bogdan Filipic, Darko Zupanic
1996	C	`conf`	Signal Interpretation in Two-Phase Fluid Dynamics Through Machine Learning and Evolutionary Computing. IEA/AIE Bogdan Filipic, Iztok Zun, Matjaz Perpar
1994	Misc	`conf`	Learning to Discriminate Phases in Gas-Liquid Flow. KI Bogdan Filipic, Iztok Zun, Matjaz Perpar
1993	J	`jnl`	Genetic algorithms in controller design and tuning. IEEE Trans. Syst. Man Cybern. Alen Varsek, Tanja Urbancic, Bogdan Filipic
1992	A	`conf`	Enhancing Genetic Search to Schedule a Production Unit. ECAI Bogdan Filipic
1991	—	`conf`	Reducing Search Complexity by Start Node Selection. SCAI Bogdan Filipic
1989	—	`conf`	Knowledge-Based Spectrum Estimation. SCAI Bogdan Filipic, Ira Konvalinka