Knowledge-Based Spectrum Estimation. - Bogdan Filipic; Ira Konvalinka (SCAI, 1989)

Reducing Search Complexity by Start Node Selection. - Bogdan Filipic (SCAI, 1991)

Enhancing Genetic Search to Schedule a Production Unit. - Bogdan Filipic (ECAI, 1992)

Genetic algorithms in controller design and tuning. - Alen Varsek; Tanja Urbancic; Bogdan Filipic (IEEE Trans. Syst. Man Cybern., 1993)

Learning to Discriminate Phases in Gas-Liquid Flow. - Bogdan Filipic; Iztok Zun; Matjaz Perpar (KI, 1994)

Signal Interpretation in Two-Phase Fluid Dynamics Through Machine Learning and Evolutionary Computing. - Bogdan Filipic; Iztok Zun; Matjaz Perpar (IEA/AIE, 1996)

Near-optimal scheduling of line production with an evolutionary algorithm. - Bogdan Filipic; Darko Zupanic (CEC, 1999)

An Evolutionary Algorithm for a Non-standard Scheduling Problem. - Bogdan Filipic (ICANNGA, 1999)

Genetic Optimization of the EPR Spectral Parameters: Algorithm Implementation and Preliminary Results. - Bogdan Filipic; Janez Strancar (PPSN, 2000)

Skill-based interpretation of noisy probe signals enhanced with a genetic algorithm. - Bogdan Filipic; Iztok Zun; Matjaz Perpar (Int. J. Hum. Comput. Stud., 2000)

Tuning EPR spectral parameters with a genetic algorithm. - Bogdan Filipic; Janez Strancar (Appl. Soft Comput., 2001)

Evolutionary Optimization of Markers in Clothes Production. - Bogdan Filipic; Iztok Fister 001; Marjan Mernik (Informatica (Slovenia), 2003)

A comparative study of coolant flow optimization on a steel casting machine. - Bogdan Filipic; Tea Robic (IEEE Congress on Evolutionary Computation, 2004)

Noisy optimization problems - a particular challenge for differential evolution? - Thiemo Krink; Bogdan Filipic; Gary B. Fogel (IEEE Congress on Evolutionary Computation, 2004)

Optimizing Production Schedules and Energy Consumption with an Evolutionary Algorithm. - Bogdan Filipic (Informatica (Slovenia), 2004)

DEMO: Differential Evolution for Multiobjective Optimization. - Tea Robic; Bogdan Filipic (EMO, 2005)

Spam Filtering Using Character-Level Markov Models: Experiments for the TREC 2005 Spam Track. - Andrej Bratko; Bogdan Filipic (TREC, 2005)

Model-Based Tuning of Process Parameters for Steady-State Steel Casting. - Bogdan Filipic; Erkki Laitinen (Informatica (Slovenia), 2005)

Speeding Up a Genetic Algorithm for EPR-Based Spin Label Characterization of Biosystem Complexity. - Aleh A. Kavalenka; Bogdan Filipic; Marcus A. Hemminga; Janez Strancar (J. Chem. Inf. Model., 2005)

Spin Label EPR-Based Characterization of Biosystem Complexity. - Janez Strancar; Tilen Koklic; Zoran Arsov; Bogdan Filipic; David Stopar; Marcus A. Hemminga (J. Chem. Inf. Model., 2005)

Evolutionary search for optimal combinations of markers in clothing manufacturing. - Bogdan Filipic; Iztok Fister 001; Marjan Mernik (GECCO, 2006)

Ant stigmergy on the grid: optimizing the cooling process in continuous steel casting. - Peter Korosec; Jurij Silc; Bogdan Filipic; Erkki Laitinen (IPDPS, 2006)

Towards Practical PPM Spam Filtering: Experiments for the TREC 2006 Spam Track. - Andrej Bratko; Bogdan Filipic; Blaz Zupan (TREC, 2006)

Exploiting structural information for semi-structured document categorization. - Andrej Bratko; Bogdan Filipic (Inf. Process. Manag., 2006)

Spam Filtering Using Statistical Data Compression Models. - Andrej Bratko; Gordon V. Cormack; Bogdan Filipic; Thomas R. Lynam; Blaz Zupan (J. Mach. Learn. Res., 2006)

Differential Evolution versus Genetic Algorithms in Multiobjective Optimization. - Tea Tusar; Bogdan Filipic (EMO, 2007)

A comparative study of stochastic optimization methods in electric motor design. - Tea Tusar; Peter Korosec; Gregor Papa; Bogdan Filipic; Jurij Silc (Appl. Intell., 2007)

Preliminary Numerical Experiments in Multiobjective Optimization of a Metallurgical Production Process. - Bogdan Filipic; Erkki Laitinen; Tea Tusar (Informatica (Slovenia), 2007)

Optimization of markers in clothing industry. - Iztok Fister 001; Marjan Mernik; Bogdan Filipic (Eng. Appl. Artif. Intell., 2008)

Parameter tuning in an evolutionary algorithm for commodity transportation optimization. - Erik Dovgan; Tea Tusar; Bogdan Filipic (IEEE Congress on Evolutionary Computation, 2010)

A hybrid self-adaptive evolutionary algorithm for marker optimization in the clothing industry. - Iztok Fister 001; Marjan Mernik; Bogdan Filipic (Appl. Soft Comput., 2010)

A multiobjective optimization algorithm for discovering driving strategies. - Erik Dovgan; Matjaz Gams; Bogdan Filipic (GECCO (Companion), 2011)

Visualizing 4D approximation sets of multiobjective optimizers with prosections. - Tea Tusar; Bogdan Filipic (GECCO, 2011)

Optimization of Gaussian Process Models with Evolutionary Algorithms. - Dejan Petelin; Bogdan Filipic; Jus Kocijan (ICANNGA (1), 2011)

Evolutionary Synthesis of Cellular Automata. - Jernej Zupanc; Bogdan Filipic (J. Comput. Inf. Technol., 2011)

Evolutionary multiobjective design of an alternative energy supply system. - Bogdan Filipic; Ivan Lorencin (IEEE Congress on Evolutionary Computation, 2012)

Evolutionary scheduling of flexible offers for balancing electricity supply and demand. - Tea Tusar; Erik Dovgan; Bogdan Filipic (IEEE Congress on Evolutionary Computation, 2012)

Data management in the MIRABEL smart grid system. - Matthias Böhm 001; Lars Dannecker; Andreas Doms; Erik Dovgan; Bogdan Filipic; Ulrike Fischer; Wolfgang Lehner; Torben Bach Pedersen; Yoann Pitarch; Laurynas Siksnys; Tea Tusar (EDBT/ICDT Workshops, 2012)

Discrete vs. continuous multiobjective optimization of continuous casting of steel. - Miha Mlakar; Tea Tusar; Bogdan Filipic (GECCO (Companion), 2012)

Discovering Comfortable Driving Strategies Using Simulation-Based Multiobjective Optimization. - Erik Dovgan; Tea Tusar; Matija Javorski; Bogdan Filipic (Informatica (Slovenia), 2012)

The differential ant-stigmergy algorithm. - Peter Korosec; Jurij Silc; Bogdan Filipic (Inf. Sci., 2012)

Challenges of applying optimization methodology in industry. - Bogdan Filipic; Tea Tusar (GECCO (Companion), 2013)

An approach to visualizing the 3D empirical attainment function. - Tea Tusar; Bogdan Filipic (GECCO (Companion), 2013)

Graph 3-coloring with a hybrid self-adaptive evolutionary algorithm. - Iztok Fister 001; Marjan Mernik; Bogdan Filipic (Comput. Optim. Appl., 2013)

Asynchronous Master-Slave Parallelization of Differential Evolution for Multi-Objective Optimization. - Matjaz Depolli; Roman Trobec; Bogdan Filipic (Evol. Comput., 2013)

Comparing a multiobjective optimization algorithm for discovering driving strategies with humans. - Erik Dovgan; Matija Javorski; Tea Tusar; Matjaz Gams; Bogdan Filipic (Expert Syst. Appl., 2013)

Initial experiments in visualization of empirical attainment function differences using maximum intensity projection. - Tea Tusar; Bogdan Filipic (GECCO (Companion), 2014)

Discovering driving strategies with a multiobjective optimization algorithm. - Erik Dovgan; Matija Javorski; Tea Tusar; Matjaz Gams; Bogdan Filipic (Appl. Soft Comput., 2014)

GP-DEMO: Differential Evolution for Multiobjective Optimization based on Gaussian Process models. - Miha Mlakar; Dejan Petelin; Tea Tusar; Bogdan Filipic (Eur. J. Oper. Res., 2015)

Visualization of Pareto Front Approximations in Evolutionary Multiobjective Optimization: A Critical Review and the Prosection Method. - Tea Tusar; Bogdan Filipic (IEEE Trans. Evol. Comput., 2015)

Performance of the DEMO Algorithm on the Bi-objective BBOB Test Suite. - Tea Tusar; Bogdan Filipic (GECCO (Companion), 2016)

Parameter tuning with Chess Rating System (CRS-Tuning) for meta-heuristic algorithms. - Niki Vecek; Marjan Mernik; Bogdan Filipic; Matej Crepinsek (Inf. Sci., 2016)

Multiobjective discovery of human-like driving strategies. - Erik Dovgan; Jaka Sodnik; Ivan Bratko; Bogdan Filipic (GECCO (Companion), 2017)

A study of overfitting in optimization of a manufacturing quality control procedure. - Tea Tusar; Klemen Gantar; Valentin Koblar; Bernard Zenko; Bogdan Filipic (Appl. Soft Comput., 2017)

A taxonomy of methods for visualizing pareto front approximations. - Bogdan Filipic; Tea Tusar (GECCO, 2018)

Comparing black-box differential evolution and classic differential evolution. - Aljosa Vodopija; Tea Tusar; Bogdan Filipic (GECCO (Companion), 2018)

Visualization in multiobjective optimization. - Bogdan Filipic; Tea Tusar (GECCO (Companion), 2019)

Ensemble-based constraint handling in multiobjective optimization. - Aljosa Vodopija; Akira Oyama; Bogdan Filipic (GECCO (Companion), 2019)

A Real-Time Multiobjective Optimization Algorithm for Discovering Driving Strategies. - Erik Dovgan; Matjaz Gams; Bogdan Filipic (Transp. Sci., 2019)

Constrained Multiobjective Optimization for the Design of Energy-Efficient Context Recognition Systems. - Aljosa Vodopija; Vito Janko; Mitja Lustrek; Bogdan Filipic (BIOMA, 2020)

Optimization and Visualization in Many-Objective Space Trajectory Design. - Hernán E. Aguirre; Kiyoshi Tanaka; Tea Tusar; Bogdan Filipic (High-Performance Simulation-Based Optimization, 2020)

Design of Cyclone Dust Separators: A Constrained Multiobjective Optimization Perspective. - Aljosa Vodopija; Beate Breiderhoff; Boris Naujoks; Bogdan Filipic (CEC, 2021)

Sampling Strategies for Exploratory Landscape Analysis of Bi-Objective Problems. - Pavel Krömer; Vojtech Uher; Andrejaana Andova; Tea Tusar; Bogdan Filipic (CSCI, 2022)

Elevator group control as a constrained multiobjective optimization problem. - Aljosa Vodopija; Jörg Stork; Thomas Bartz-Beielstein; Bogdan Filipic (Appl. Soft Comput., 2022)

Characterization of constrained continuous multiobjective optimization problems: A feature space perspective. - Aljosa Vodopija; Tea Tusar; Bogdan Filipic (Inf. Sci., 2022)

Visual Exploration of the Effect of Constraint Handling in Multiobjective Optimization. - Tea Tusar; Aljosa Vodopija; Bogdan Filipic (EMO, 2023)

Predicting Algorithm Performance in Constrained Multiobjective Optimization: A Tough Nut to Crack. - Andrejaana Andova; Jordan N. Cork; Aljosa Vodopija; Tea Tusar; Bogdan Filipic (EvoApplications@EvoStar, 2024)

On the Latent Structure of the bbob-biobj Test Suite. - Pavel Krömer; Vojtech Uher; Tea Tusar; Bogdan Filipic (EvoApplications@EvoStar, 2024)

Enhancing Algorithm Performance Prediction in Constrained Multiobjective Optimization Using Additional Training Problems. - Andrejaana Andova; Jordan N. Cork; Tea Tusar; Bogdan Filipic (GECCO, 2024)

The Lunar Lander Landing Site Selection Benchmark Reexamined: Problem Characterization and Algorithm Performance. - Aljosa Vodopija; Jordan N. Cork; Bogdan Filipic (GECCO, 2024)

Characterization of Constrained Continuous Multiobjective Optimization Problems: A Performance Space Perspective. - Aljosa Vodopija; Tea Tusar; Bogdan Filipic (IEEE Trans. Evol. Comput., 2025)