Bogdan Filipic

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 26

Top Topics

Multiobjective Optimization

Elevator Group Control

Image Thresholding

Top Venues

GECCO (Companion)

Appl. Soft Comput.

Publications

Aljosa Vodopija, Jordan N. Cork, Bogdan Filipic
The Lunar Lander Landing Site Selection Benchmark Reexamined: Problem Characterization and Algorithm Performance. GECCO (2024)
Pavel Krömer, Vojtech Uher, Tea Tusar, Bogdan Filipic
On the Latent Structure of the bbob-biobj Test Suite. EvoApplications@EvoStar (2024)
Andrejaana Andova, Jordan N. Cork, Tea Tusar, Bogdan Filipic
Enhancing Algorithm Performance Prediction in Constrained Multiobjective Optimization Using Additional Training Problems. GECCO (2024)
Andrejaana Andova, Jordan N. Cork, Aljosa Vodopija, Tea Tusar, Bogdan Filipic
Predicting Algorithm Performance in Constrained Multiobjective Optimization: A Tough Nut to Crack. EvoApplications@EvoStar (2024)
Tea Tusar, Aljosa Vodopija, Bogdan Filipic
Visual Exploration of the Effect of Constraint Handling in Multiobjective Optimization. EMO (2023)
Aljosa Vodopija, Tea Tusar, Bogdan Filipic
Characterization of Constrained Continuous Multiobjective Optimization Problems: A Performance Space Perspective. CoRR (2023)
Pavel Krömer, Vojtech Uher, Andrejaana Andova, Tea Tusar, Bogdan Filipic
Sampling Strategies for Exploratory Landscape Analysis of Bi-Objective Problems. CSCI (2022)
Aljosa Vodopija, Jörg Stork, Thomas Bartz-Beielstein, Bogdan Filipic
Elevator group control as a constrained multiobjective optimization problem. Appl. Soft Comput. 115 (2022)
Aljosa Vodopija, Tea Tusar, Bogdan Filipic
Characterization of constrained continuous multiobjective optimization problems: A feature space perspective. Inf. Sci. 607 (2022)
Aljosa Vodopija, Beate Breiderhoff, Boris Naujoks, Bogdan Filipic
Design of Cyclone Dust Separators: A Constrained Multiobjective Optimization Perspective. CEC (2021)
Aljosa Vodopija, Tea Tusar, Bogdan Filipic
Characterization of Constrained Continuous Multiobjective Optimization Problems: A Feature Space Perspective. CoRR (2021)
Bogdan Filipic, Tea Tusar
Visualization in multiobjective optimization. GECCO Companion (2020)
Aljosa Vodopija, Vito Janko, Mitja Lustrek, Bogdan Filipic
Constrained Multiobjective Optimization for the Design of Energy-Efficient Context Recognition Systems. BIOMA (2020)
Aljosa Vodopija, Akira Oyama, Bogdan Filipic
Ensemble-based constraint handling in multiobjective optimization. GECCO (Companion) (2019)
Bogdan Filipic, Tea Tusar
Visualization in multiobjective optimization. GECCO (Companion) (2019)
Erik Dovgan, Matjaz Gams, Bogdan Filipic
A Real-Time Multiobjective Optimization Algorithm for Discovering Driving Strategies. Transp. Sci. 53 (3) (2019)
Bogdan Filipic, Tea Tusar
A taxonomy of methods for visualizing pareto front approximations. GECCO (2018)
Aljosa Vodopija, Tea Tusar, Bogdan Filipic
Comparing black-box differential evolution and classic differential evolution. GECCO (Companion) (2018)
Bogdan Filipic, Tea Tusar
Visualization in multiobjective optimization. GECCO (Companion) (2018)
Erik Dovgan, Jaka Sodnik, Ivan Bratko, Bogdan Filipic
Multiobjective discovery of human-like driving strategies. GECCO (Companion) (2017)
Tea Tusar, Klemen Gantar, Valentin Koblar, Bernard Zenko, Bogdan Filipic
A study of overfitting in optimization of a manufacturing quality control procedure. Appl. Soft Comput. 59 (2017)
Bogdan Filipic, Tea Tusar
Visualization in Multiobjective Optimization. GECCO (Companion) (2016)
Niki Vecek, Marjan Mernik, Bogdan Filipic, Matej Crepinsek
Parameter tuning with Chess Rating System (CRS-Tuning) for meta-heuristic algorithms. Inf. Sci. 372 (2016)
Tea Tusar, Bogdan Filipic
Performance of the DEMO Algorithm on the Bi-objective BBOB Test Suite. GECCO (Companion) (2016)
Tea Tusar, Bogdan Filipic
Visualization of Pareto Front Approximations in Evolutionary Multiobjective Optimization: A Critical Review and the Prosection Method. IEEE Trans. Evol. Comput. 19 (2) (2015)
Miha Mlakar, Dejan Petelin, Tea Tusar, Bogdan Filipic
GP-DEMO: Differential Evolution for Multiobjective Optimization based on Gaussian Process models. Eur. J. Oper. Res. 243 (2) (2015)
Tea Tusar, Bogdan Filipic
Initial experiments in visualization of empirical attainment function differences using maximum intensity projection. GECCO (Companion) (2014)
Erik Dovgan, Matija Javorski, Tea Tusar, Matjaz Gams, Bogdan Filipic
Discovering driving strategies with a multiobjective optimization algorithm. Appl. Soft Comput. 16 (2014)
Iztok Fister, Marjan Mernik, Bogdan Filipic
Graph 3-coloring with a hybrid self-adaptive evolutionary algorithm. Comput. Optim. Appl. 54 (3) (2013)
Iztok Fister, Marjan Mernik, Bogdan Filipic
Graph 3-coloring with a hybrid self-adaptive evolutionary algorithm CoRR (2013)
Erik Dovgan, Matija Javorski, Tea Tusar, Matjaz Gams, Bogdan Filipic
Comparing a multiobjective optimization algorithm for discovering driving strategies with humans. Expert Syst. Appl. 40 (7) (2013)
Bogdan Filipic, Tea Tusar
Challenges of applying optimization methodology in industry. GECCO (Companion) (2013)
Tea Tusar, Bogdan Filipic
An approach to visualizing the 3D empirical attainment function. GECCO (Companion) (2013)
Matjaz Depolli, Roman Trobec, Bogdan Filipic
Asynchronous Master-Slave Parallelization of Differential Evolution for Multi-Objective Optimization. Evol. Comput. 21 (2) (2013)
Miha Mlakar, Tea Tusar, Bogdan Filipic
Discrete vs. continuous multiobjective optimization of continuous casting of steel. GECCO (Companion) (2012)
Matthias Böhm, Lars Dannecker, Andreas Doms, Erik Dovgan, Bogdan Filipic, Ulrike Fischer, Wolfgang Lehner, Torben Bach Pedersen, Yoann Pitarch, Laurynas Siksnys, Tea Tusar
Data management in the MIRABEL smart grid system. EDBT/ICDT Workshops (2012)
Erik Dovgan, Tea Tusar, Matija Javorski, Bogdan Filipic
Discovering Comfortable Driving Strategies Using Simulation-Based Multiobjective Optimization. Informatica (Slovenia) 36 (3) (2012)
Peter Korosec, Jurij Silc, Bogdan Filipic
The differential ant-stigmergy algorithm. Inf. Sci. 192 (2012)
Tea Tusar, Erik Dovgan, Bogdan Filipic
Evolutionary scheduling of flexible offers for balancing electricity supply and demand. IEEE Congress on Evolutionary Computation (2012)
Bogdan Filipic, Ivan Lorencin
Evolutionary multiobjective design of an alternative energy supply system. IEEE Congress on Evolutionary Computation (2012)
Tea Tusar, Bogdan Filipic
Visualizing 4D approximation sets of multiobjective optimizers with prosections. GECCO (2011)
Erik Dovgan, Matjaz Gams, Bogdan Filipic
A multiobjective optimization algorithm for discovering driving strategies. GECCO (Companion) (2011)
Dejan Petelin, Bogdan Filipic, Jus Kocijan
Optimization of Gaussian Process Models with Evolutionary Algorithms. ICANNGA (1) (2011)
Jernej Zupanc, Bogdan Filipic
Evolutionary Synthesis of Cellular Automata. J. Comput. Inf. Technol. 19 (2) (2011)
Erik Dovgan, Tea Tusar, Bogdan Filipic
Parameter tuning in an evolutionary algorithm for commodity transportation optimization. IEEE Congress on Evolutionary Computation (2010)
Iztok Fister, Marjan Mernik, Bogdan Filipic
A hybrid self-adaptive evolutionary algorithm for marker optimization in the clothing industry. Appl. Soft Comput. 10 (2) (2010)
Iztok Fister, Marjan Mernik, Bogdan Filipic
Optimization of markers in clothing industry. Eng. Appl. Artif. Intell. 21 (4) (2008)
Tea Tusar, Peter Korosec, Gregor Papa, Bogdan Filipic, Jurij Silc
A comparative study of stochastic optimization methods in electric motor design. Appl. Intell. 27 (2) (2007)
Bogdan Filipic, Erkki Laitinen, Tea Tusar
Preliminary Numerical Experiments in Multiobjective Optimization of a Metallurgical Production Process. Informatica (Slovenia) 31 (2) (2007)
Tea Tusar, Bogdan Filipic
Differential Evolution versus Genetic Algorithms in Multiobjective Optimization. EMO (2006)
Andrej Bratko, Bogdan Filipic
Exploiting structural information for semi-structured document categorization. Inf. Process. Manag. 42 (3) (2006)
Bogdan Filipic, Iztok Fister, Marjan Mernik
Evolutionary search for optimal combinations of markers in clothing manufacturing. GECCO (2006)
Andrej Bratko, Bogdan Filipic, Blaz Zupan
Towards Practical PPM Spam Filtering: Experiments for the TREC 2006 Spam Track. TREC (2006)
Andrej Bratko, Gordon V. Cormack, Bogdan Filipic, Thomas R. Lynam, Blaz Zupan
Spam Filtering Using Statistical Data Compression Models. J. Mach. Learn. Res. 7 (2006)
Peter Korosec, Jurij Silc, Bogdan Filipic, Erkki Laitinen
Ant stigmergy on the grid: optimizing the cooling process in continuous steel casting. IPDPS (2006)
Janez Strancar, Tilen Koklic, Zoran Arsov, Bogdan Filipic, David Stopar, Marcus A. Hemminga
Spin Label EPR-Based Characterization of Biosystem Complexity. J. Chem. Inf. Model. 45 (2) (2005)
Andrej Bratko, Bogdan Filipic
Spam Filtering Using Character-Level Markov Models: Experiments for the TREC 2005 Spam Track. TREC (2005)
Tea Robic, Bogdan Filipic
DEMO: Differential Evolution for Multiobjective Optimization. EMO (2005)
Bogdan Filipic, Erkki Laitinen
Model-Based Tuning of Process Parameters for Steady-State Steel Casting. Informatica (Slovenia) 29 (4) (2005)
Aleh A. Kavalenka, Bogdan Filipic, Marcus A. Hemminga, Janez Strancar
Speeding Up a Genetic Algorithm for EPR-Based Spin Label Characterization of Biosystem Complexity. J. Chem. Inf. Model. 45 (6) (2005)
Thiemo Krink, Bogdan Filipic, Gary B. Fogel
Noisy optimization problems - a particular challenge for differential evolution? IEEE Congress on Evolutionary Computation (2004)
Bogdan Filipic, Tea Robic
A comparative study of coolant flow optimization on a steel casting machine. IEEE Congress on Evolutionary Computation (2004)
Bogdan Filipic
Optimizing Production Schedules and Energy Consumption with an Evolutionary Algorithm. Informatica (Slovenia) 28 (4) (2004)
Bogdan Filipic, Iztok Fister, Marjan Mernik
Evolutionary Optimization of Markers in Clothes Production. Informatica (Slovenia) 27 (4) (2003)
Bogdan Filipic, Janez Strancar
Tuning EPR spectral parameters with a genetic algorithm. Appl. Soft Comput. 1 (1) (2001)
Bogdan Filipic, Janez Strancar
Genetic Optimization of the EPR Spectral Parameters: Algorithm Implementation and Preliminary Results. PPSN (2000)
Bogdan Filipic, Iztok Zun, Matjaz Perpar
Skill-based interpretation of noisy probe signals enhanced with a genetic algorithm. Int. J. Hum. Comput. Stud. 53 (4) (2000)
Bogdan Filipic
An Evolutionary Algorithm for a Non-standard Scheduling Problem. ICANNGA (1999)
Bogdan Filipic, Darko Zupanic
Near-optimal scheduling of line production with an evolutionary algorithm. CEC (1999)
Bogdan Filipic, Iztok Zun, Matjaz Perpar
Signal Interpretation in Two-Phase Fluid Dynamics Through Machine Learning and Evolutionary Computing. IEA/AIE (1996)
Bogdan Filipic, Iztok Zun, Matjaz Perpar
Learning to Discriminate Phases in Gas-Liquid Flow. KI (1994)
Alen Varsek, Tanja Urbancic, Bogdan Filipic
Genetic algorithms in controller design and tuning. IEEE Trans. Syst. Man Cybern. 23 (5) (1993)
Bogdan Filipic
Enhancing Genetic Search to Schedule a Production Unit. ECAI (1992)
Bogdan Filipic
Reducing Search Complexity by Start Node Selection. SCAI (1991)
Bogdan Filipic, Ira Konvalinka
Knowledge-Based Spectrum Estimation. SCAI (1989)