diff --git a/src/publications_new.yml b/src/publications_new.yml new file mode 100644 index 0000000..69e2212 --- /dev/null +++ b/src/publications_new.yml @@ -0,0 +1,553 @@ +papers: + - id: empirical-variance-genetic-programming + year: 2021 + title: "Empirical analysis of variance for genetic programming based symbolic regression" + authors: "L. Kammerer, G. Kronberger, S.M. Winkler" + publisher: "GECCO '21: Proceedings of the Genetic and Evolutionary Computation Conference Companion" + link: https://doi.org/10.1145/3449726.3459486 + - id: parameter-symbolic-regression-nonlinear + year: 2020 + title: "Parameter identification for symbolic regression using nonlinear least squares" + authors: "M. Kommenda, B. Burlacu, G. Kronberger, M. Affenzeller" + publisher: "Genetic Programming and Evolvable Machines 21 (3), 471-501" + link: https://doi.org/10.1007/s10710-019-09371-3 + - id: performance-genetic-programming-glucose + year: 2020 + title: "Analysis of the performance of Genetic Programming on the Blood Glucose Level Prediction Challenge 2020" + authors: "D Jödicke, G. Kronberger, J.M. Colmenar, S.M. Winkler, J.M. Velasco, S. Contador, J. I. Hidalgo" + publisher: "CEUR Workshop Proceedings, 2675, 141-145" + link: https://ceur-ws.org/Vol-2675/paper25.pdf + - id: white-box-predictive-maintenance + year: 2019 + title: "White-Box Predictive Maintenance" + authors: "J. Zenisek, G. Kronberger, J. Wolfartsberger, N. Wild, M. Affenzeller" + publisher: "KONFERENZ:„COMING SOON-THE FUTURE OF WORK, EDUCATION & LIVING “, 73" + link: https://www.researchgate.net/profile/Elke-Gornik/publication/336363986_Die_Entwicklung_und_Bedeutung_von_Lifelong_Learning_und_Weiterbildung_im_Hochschulsektor_-_mit_einem_Fokus_auf_die_osterreichischen_Fachhochschulen/links/5d9db84da6fdccfd0e849d74/Die-Entwicklung-und-Bedeutung-von-Lifelong-Learning-und-Weiterbildung-im-Hochschulsektor-mit-einem-Fokus-auf-die-oesterreichischen-Fachhochschulen.pdf#page=75 + - id: parsimony-genetic-programming-symbolic + year: 2019 + title: "Parsimony measures in multi-objective genetic programming for symbolic regression" + authors: "B. Burlacu, G. Kronberger, M. Kommenda, M. Affenzeller" + publisher: "GECCO '19: Proceedings of the Genetic and Evolutionary Computation Conference Companion" + link: https://doi.org/10.1145/3319619.3322087 + - id: prediction-stress-strain-aluminium + year: 2019 + title: "Prediction of stress-strain curves for aluminium alloys using symbolic regression" + authors: "E. Kabliman, A.H. Kolody, M. Kommenda, G. Kronberger" + publisher: "AIP Conference Proceedings 2113" + link: https://doi.org/10.1063/1.5112747 + - id: online-diversity-control-symbolic + year: 2019 + title: "Online diversity control in symbolic regression via a fast hash-based tree similarity measure" + authors: "B. Burlacu, M. Affenzeller, G. Kronberger, M. Kommenda" + publisher: "2019 IEEE congress on evolutionary computation (CEC), 2175-2182" + link: https://doi.org/10.1109/CEC.2019.8790162 + - id: visualisierung-symbolische-regression + year: 2019 + title: "Visualisierung eines Suchraums für Symbolische Regression" + authors: "M. Kommenda, G. Kronberger, B. Burlacu, L. Kammerer" + publisher: "" + link: http://ffhoarep.fh-ooe.at/bitstream/123456789/1213/1/FFH2019_Abstract_245.pdf + - id: ontologies-prior-knowledge-genetic + year: 2019 + title: "Using ontologies to express prior knowledge for genetic programming" + authors: "S. Prieschl, D. Girardi, G. Kronberger" + publisher: "Machine Learning and Knowledge Extraction: Third IFIP TC 5, TC 12, WG 8.4" + link: https://doi.org/10.1007/978-3-030-29726-8_23 + - id: cluster-analysis-symbolic-regression + year: 2019 + title: "Cluster analysis of a symbolic regression search space" + authors: "G. Kronberger, L. Kammerer, B. Burlacu, S.M. Winkler, M. Kommenda, M. Affenzeller" + publisher: "Genetic Programming Theory and Practice XVI, 85-102" + link: https://doi.org/10.1007/978-3-030-04735-1_5 + - id: fuzzy-modeling-symbolic-regression-tribological + year: 2018 + title: "Using robust generalized fuzzy modeling and enhanced symbolic regression to model tribological systems" + authors: "G. Kronberger, M. Kommenda, E. Lughofer, S. Saminger-Platz, A. Promberger, F. Nickel, S.M. Winkler, M. Affenzeller" + publisher: "Applied Soft Computing 69, 610-624" + link: https://doi.org/10.1016/j.asoc.2018.04.048 + - id: friction-system-performance-symbolic + year: 2018 + title: "Predicting friction system performance with symbolic regression and genetic programming with factor variables" + authors: "G. Kronberger, M. Kommenda, A. Promberger, F. Nickel" + publisher: "Proceedings of the Genetic and Evolutionary Computation Conference, 1278-1285" + link: https://doi.org/10.1145/3205455.3205522 + - id: similarity-population-dynamics-genetic + year: 2018 + title: "Similarity-based analysis of population dynamics in genetic programming performing symbolic regression" + authors: "S.M. Winkler, M. Affenzeller, B. Burlacu, G. Kronberger, M. Kommenda, P. Fleck" + publisher: "Genetic Programming Theory and Practice XIV, 1-17" + link: https://doi.org/10.1007/978-3-319-97088-2_1 + - id: glucose-blood-values-grammatical + year: 2018 + title: "Identification of models for glucose blood values in diabetics by grammatical evolution" + authors: "J.I. Hidalgo, J.M. Colmenar, J.M. Velasco, G. Kronberger, S.M. Winkler, O. Garnica, J. Lanchares" + publisher: "Handbook of Grammatical Evolution, 367-393" + link: https://doi.org/10.1007/978-3-319-78717-6_15 + - id: schema-tree-genetic-programming + year: 2018 + title: "Schema analysis in tree-based genetic programming" + authors: "B. Burlacu, M. Affenzeller, M. Kommenda, G. Kronberger, S.M. Winkler" + publisher: "Genetic programming theory and practice XV, 17-37" + link: https://doi.org/10.1007/978-3-319-90512-9_2 + - id: evaluation-graphical-model-structures + year: 2018 + title: "Measures for the evaluation and comparison of graphical model structures" + authors: "G. Kronberger, B. Burlacu, M. Kommenda, S.M. Winkler, M. Affenzeller" + publisher: "Computer Aided Systems Theory–EUROCAST 2017" + link: https://doi.org/10.1007/978-3-319-74718-7_34 + - id: optimization-networks-machine-learning + year: 2018 + title: "Optimization networks for integrated machine learning" + authors: "M. Kommenda, J Karder, A. Beham, B. Burlacu, G. Kronberger, S. Wagner, M. Affenzeller" + publisher: "Computer Aided Systems Theory–EUROCAST 2017" + link: https://doi.org/10.1007/978-3-319-74718-7_47 + - id: offspring-selection-genetic-algorithm + year: 2018 + title: "Offspring selection genetic algorithm revisited: improvements in efficiency by early stopping criteria in the evaluation of unsuccessful individuals" + authors: "M. Affenzeller, B. Burlacu, S.M. Winkler, M. Kommenda, G. Kronberger, S. Wagner" + publisher: "Computer Aided Systems Theory–EUROCAST 2017" + link: https://doi.org/10.1007/978-3-319-74718-7_51 + - id: glucose-prognosis-grammatical-evolution + year: 2018 + title: "Glucose Prognosis by Grammatical Evolution" + authors: "J.I. Hidalgo, J.M. Colmenar, G. Kronberger, S.M. Winkler" + publisher: "Computer Aided Systems Theory–EUROCAST 2017" + link: https://doi.org/10.1007/978-3-319-74718-7_55 + - id: schema-frequencies-genetic-programming + year: 2018 + title: "Analysis of schema frequencies in genetic programming" + authors: "B. Burlacu, M. Affenzeller, M. Kommenda, G. Kronberger, S.M. Winkler" + publisher: "Computer Aided Systems Theory–EUROCAST 2017" + link: https://doi.org/10.1007/978-3-319-74718-7_52 + - id: prediction-blood-glucose-evolutionary + year: 2017 + title: "Data based prediction of blood glucose concentrations using evolutionary methods" + authors: "J.I. Hidalgo, J.M. Colmenar, G. Kronberger, S.M. Winkler, O. Garnica, J. Lanchares" + publisher: "Journal of medical systems 41, 1-20" + link: https://doi.org/10.1007/s10916-017-0788-2 + - id: genotypic-phenotypic-diversity-symbolic + year: 2017 + title: "Dynamic observation of genotypic and phenotypic diversity for different symbolic regression gp variants" + authors: "M. Affenzeller, S.M. Winkler, B. Burlacu, G. Kronberger, M. Kommenda, S. Wagner" + publisher: "GECCO '17: Proceedings of the Genetic and Evolutionary Computation Conference Companion" + link: https://doi.org/10.1145/3067695.3082530 + - id: fuzzy-modeling-prediction-tribological + year: 2016 + title: "Robust fuzzy modeling and symbolic regression for establishing accurate and interpretable prediction models in supervising tribological systems" + authors: "E. Lughofer, G. Kronberger, M. Kommenda, S. Saminger-Platz, A. Promberger, F. Nickel, S.M. Winkler, M. Affenzeller" + publisher: "International Conference on Fuzzy Computation Theory and Applications 3, 51-63" + link: https://doi.org/10.5220/0006068400510063 + - id: glycemia-prediction-evolutionary-computation + year: 2016 + title: "Predicting glycemia in diabetic patients by evolutionary computation and continuous glucose monitoring" + authors: "J.M. Colmenar, S.M. Winkler, G. Kronberger, E. Maqueda, M. Botella, J. I. Hidalgo" + publisher: "GECCO '16 Companion: Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion" + link: https://doi.org/10.1145/2908961.2931734 + - id: model-ensembles-stock-market-prediction + year: 2016 + title: "Heterogeneous model ensembles for short-term prediction of stock market trends" + authors: "S.M. Winkler, B. Castaño, S. Luengo, S. Schaller, G. Kronberger, M. Affenzeller" + publisher: "International Journal of Simulation and Process Modelling 11 (6), 504-513" + link: https://doi.org/10.1504/IJSPM.2016.082914 + - id: evolving-symbolic-regression-genetic + year: 2016 + title: "Evolving simple symbolic regression models by multi-objective genetic programming" + authors: "M. Kommenda, G. Kronberger, M. Affenzeller, S.M. Winkler, B. Burlacu" + publisher: "Genetic Programming Theory and Practice XIII, 1-19" + link: https://doi.org/10.1007/978-3-319-34223-8_1 + - id: smooth-symbolic-regression-optimization + year: 2015 + title: "Smooth Symbolic Regression: Transformation of Symbolic Regression into a Real-Valued Optimization Problem" + authors: "E. Pitzer, G. Kronberger" + publisher: "Computer Aided Systems Theory–EUROCAST 2015" + link: https://doi.org/10.1007/978-3-319-27340-2_47 + - id: contextual-sequential-search-grammatical + year: 2015 + title: "Using Contextual Information in Sequential Search for Grammatical Optimization Problems" + authors: "G. Kronberger, M. Kommenda, S.M. Winkler, M. Affenzeller" + publisher: "Computer Aided Systems Theory–EUROCAST 2015" + link: https://doi.org/10.1007/978-3-319-27340-2_52 + - id: predictability-variable-influences-financial + year: 2015 + title: "Dynamics of predictability and variable influences identified in financial data using sliding window machine learning" + authors: "S.M. Winkler, G. Kronberger, M. Kommenda, S. Fink, M. Affenzeller" + publisher: "Computer Aided Systems Theory–EUROCAST 2015" + link: https://doi.org/10.1007/978-3-319-27340-2_41 + - id: complexity-measures-symbolic-regression + year: 2015 + title: "Complexity measures for multi-objective symbolic regression" + authors: "M. Kommenda, A. Beham, M. Affenzeller, G. Kronberger" + publisher: "Computer Aided Systems Theory–EUROCAST 2015" + link: https://doi.org/10.1007/978-3-319-27340-2_51 + - id: sliding-window-symbolic-regression-dynamics + year: 2015 + title: "Sliding window symbolic regression for detecting changes of system dynamics" + authors: "S.M. Winkler, M. Affenzeller, G. Kronberger, M. Kommenda, B. Burlacu, S. Wagner" + publisher: "Genetic Programming Theory and Practice XII, 91-107" + link: https://doi.org/10.1007/978-3-319-16030-6_6 + - id: simulation-heuristiclab-optimization-applications + year: 2015 + title: "Simulation-based optimization with HeuristicLab: practical guidelines and real-world applications" + authors: "M. Affenzeller, A. Beham, S. Vonolfen, E. Pitzer, S.M. Winkler, S. Hutterer, M. Kommenda, M. Kofler, G. Kronberger, S. Wagner" + publisher: "Applied Simulation and Optimization: In Logistics, Industrial and Aeronautical Practice" + link: https://doi.org/10.1007/978-3-319-15033-8_1 + - id: multi-population-genetic-symbolic-regression + year: 2015 + title: "Multi-population genetic programming with data migration for symbolic regression" + authors: "M. Kommenda, M. Affenzeller, G. Kronberger, B. Burlacu, S.M. Winkler" + publisher: "Computational Intelligence and Efficiency in Engineering Systems, 75-87" + link: https://doi.org/10.1007/978-3-319-15720-7_6 + - id: search-strategies-grammatical-genetic + year: 2015 + title: "Search strategies for grammatical optimization problems—alternatives to grammar-guided genetic programming" + authors: "G. Kronberger, M. Kommenda" + publisher: "Computational Intelligence and Efficiency in Engineering Systems, 89-102" + link: https://doi.org/10.1007/978-3-319-15720-7_7 + - id: genealogy-building-block-genetic-programming + year: 2015 + title: "Methods for genealogy and building block analysis in genetic programming" + authors: "B. Burlacu, M. Affenzeller, S.M. Winkler, M. Kommenda, G. Kronberger" + publisher: "Computational Intelligence and Efficiency in Engineering Systems, 61-74" + link: https://doi.org/10.1007/978-3-319-15720-7_5 + - id: supply-chain-simulation-logistic-optimization + year: 2015 + title: "Concise Supply-Chain Simulation Optimization for Large Scale Logistic Networks" + authors: "E. Pitzer, G. Kronberger" + publisher: "Computational Intelligence and Efficiency in Engineering Systems, 429-442" + link: https://doi.org/10.1007/978-3-319-15720-7_30 + - id: genetic-programming-data-migration + year: 2014 + title: "Genetic programming with data migration for symbolic regression" + authors: "M. Kommenda, M. Affenzeller, B. Burlacu, G. Kronberger, S.M. Winkler" + publisher: "GECCO Comp '14: Proceedings of the Companion Publication of the 2014 Annual Conference on Genetic and Evolutionary Computation" + link: https://doi.org/10.1145/2598394.2609857 + - id: scripting-framework-integration-heuristic + year: 2014 + title: "Scripting and framework integration in heuristic optimization environments" + authors: "A. Beham, J Karder, G. Kronberger, S. Wagner, M. Kommenda, A. Scheibenpflug" + publisher: "GECCO Comp '14: Proceedings of the Companion Publication of the 2014 Annual Conference on Genetic and Evolutionary Computation" + link: https://doi.org/10.1145/2598394.2605690 + - id: fe-calculations-nonlinear-pmsms + year: 2014 + title: "Using FE calculations and data-based system identification techniques to model the nonlinear behavior of PMSMs" + authors: "G. Bramerdorfer, S.M. Winkler, M. Kommenda, G. Weidenholzer, S. Silber, G. Kronberger, M. Affenzeller, W. Amrhein" + publisher: "IEEE Transactions on Industrial Electronics 61 (11), 6454-6462" + link: https://doi.org/10.1109/TIE.2014.2303785 + - id: advanced-methods-computational-intelligence + year: 2014 + title: "Advanced methods and applications in computational intelligence" + authors: "S. Wagner, G. Kronberger, A. Beham, M. Kommenda, A. Scheibenpflug, ..." + publisher: "Topics in Intelligent Engineering and Informatics 6, 197-261" + link: https://scholar.google.com/scholar?cluster=13044438773601096001&hl=en&oi=scholarr + - id: deeper-insights-symbolic-regression + year: 2014 + title: "Gaining deeper insights in symbolic regression" + authors: "M. Affenzeller, S.M. Winkler, G. Kronberger, M. Kommenda, B. Burlacu, S. Wagner" + publisher: "Genetic Programming Theory and Practice XI, 175-190" + link: https://doi.org/10.1007/978-1-4939-0375-7_10 + - id: tumor-markers-diagnosis-evolutionary + year: 2014 + title: "On the Identification of Virtual Tumor Markers and Tumor Diagnosis Predictors Using Evolutionary Algorithms" + authors: "S.M. Winkler, M. Affenzeller, G. Kronberger, M. Kommenda, S. Wagner, W. Jacak, H. Stekel" + publisher: "Advanced Methods and Applications in Computational Intelligence, 95-122" + link: https://doi.org/10.1007/978-3-319-01436-4_6 + - id: heuristiclab-optimization-architecture + year: 2014 + title: "Architecture and design of the HeuristicLab optimization environment" + authors: "S. Wagner, G. Kronberger, A. Beham, M. Kommenda, A. Scheibenpflug, E. Pitzer, S. Vonolfen, M. Kofler, S. M. Winkler, V. Dorfer, M. Affenzeller" + publisher: "Advanced methods and applications in computational intelligence, 197-261" + link: https://doi.org/10.1007/978-3-319-01436-4_10 + - id: constant-optimization-least-squares-symbolic + year: 2013 + title: "Effects of constant optimization by nonlinear least squares minimization in symbolic regression" + authors: "M. Kommenda, G. Kronberger, S.M. Winkler, M. Affenzeller, S. Wagner" + publisher: "GECCO '13 Companion: Proceedings of the 15th annual conference companion on Genetic and evolutionary computation" + link: https://doi.org/10.1145/2464576.2482691 + - id: visualization-genetic-lineages-inheritance + year: 2013 + title: "Visualization of genetic lineages and inheritance information in genetic programming" + authors: "B. Burlacu, M. Affenzeller, M. Kommenda, S.M. Winkler, G. Kronberger" + publisher: "GECCO '13 Companion: Proceedings of the 15th annual conference companion on Genetic and evolutionary computation" + link: https://doi.org/10.1145/2464576.2482714 + - id: gpdl-framework-grammar-genetic + year: 2013 + title: "Gpdl: A framework-independent problem definition language for grammar-guided genetic programming" + authors: "G. Kronberger, M. Kommenda, S. Wagner, H. Dobler" + publisher: "GECCO '13 Companion: Proceedings of the 15th annual conference companion on Genetic and evolutionary computation" + link: https://doi.org/10.1145/2464576.2482713 + - id: variable-interaction-networks-medical + year: 2013 + title: "Variable interaction networks in medical data" + authors: "S.M. Winkler, G. Kronberger, M. Affenzeller, H. Stekel" + publisher: "International Journal of Privacy and Health Information Management (IJPHIM)" + link: https://doi.org/10.4018/ijphim.2013070101 + - id: better-gp-benchmarks-survey-proposals + year: 2013 + title: "Better GP benchmarks: community survey results and proposals" + authors: "D.R. White, J. McDermott, M. Castelli, L. Manzoni, B.W. Goldman, G. Kronberger, W. Ja?kowski, U.-M. O'Reilly , S. Luke" + publisher: "Genetic Programming and Evolvable Machines 14, 3-29" + link: https://doi.org/10.1007/s10710-012-9177-2 + - id: nonlinear-least-squares-optimization-symbolic + year: 2013 + title: "Nonlinear least squares optimization of constants in symbolic regression" + authors: "M. Kommenda, M. Affenzeller, G. Kronberger, S.M. Winkler" + publisher: "Computer Aided Systems Theory-EUROCAST 2013" + link: https://doi.org/10.1007/978-3-642-53856-8_53 + - id: tumor-marker-diagnosis-breast-cancer + year: 2013 + title: "On the use of estimated tumour marker classifications in tumour diagnosis prediction–a case study for breast cancer" + authors: "S.M. Winkler, M. Affenzeller, G. Kronberger, M. Kommenda, S. Wagner, V. Dorfer, W. Jacak, H. Stekel" + publisher: "International Journal of Simulation and Process Modelling 8 (1), 29-41" + link: https://doi.org/10.1504/IJSPM.2013.055192 + - id: declarative-bayesian-dark-matter + year: 2013 + title: "Declarative Modeling and Bayesian Inference of Dark Matter Halos" + authors: "G. Kronberger" + publisher: "Computer Aided Systems Theory-EUROCAST 2013" + link: https://doi.org/10.1007/978-3-642-53856-8_25 + - id: covariance-functions-gaussian-process-genetic + year: 2013 + title: "Evolution of covariance functions for gaussian process regression using genetic programming" + authors: "G. Kronberger, M. Kommenda" + publisher: "Computer Aided Systems Theory-EUROCAST 2013" + link: https://doi.org/10.1007/978-3-642-53856-8_39 + - id: architecture-tree-based-genetic-heuristiclab + year: 2012 + title: "On the architecture and implementation of tree-based genetic programming in HeuristicLab" + authors: "M. Kommenda, G. Kronberger, S. Wagner, S.M. Winkler, M. Affenzeller" + publisher: "GECCO '12: Proceedings of the 14th annual conference companion on Genetic and evolutionary computation" + link: https://doi.org/10.1145/2330784.2330801 + - id: algorithm-experiment-heuristiclab + year: 2012 + title: "Algorithm and experiment design with heuristic lab: An open source optimization environment for research and education" + authors: "S. Wagner, G. Kronberger" + publisher: "GECCO '12: Proceedings of the 14th annual conference companion on Genetic and evolutionary computation" + link: https://doi.org/10.1145/2330784.2330941 + - id: constants-optimization-symbolic-regression + year: 2012 + title: "Constants Optimization in Symbolic Regression" + authors: "M. Kommenda, G. Kronberger, M. Affenzeller, S.M. Winkler, S. Wagner" + publisher: "1st Australian Conference on the Applications of Systems Engineering ACASE'12" + link: tbd + - id: heuristiclab-hive-parallel-distributed + year: 2012 + title: "Heuristiclab hive-an open source environment for parallel and distributed execution of heuristic optimization algorithms" + authors: "A. Scheibenpflug, S. Wagner, G. Kronberger, M. Affenzeller" + publisher: "1st Australian Conference on the Applications of Systems Engineering ACASE'12" + link: tbd + - id: data-mining-ontology-linked + year: 2012 + title: "Combining data mining and ontology engineering to enrich ontologies and linked data" + authors: "M. C. Suárez-Figueroa, M. D’Aquin, G. Kronberger" + publisher: "Informatica" + link: https://oa.upm.es/id/eprint/19551 + - id: enhanced-confidence-gp-ensemble + year: 2012 + title: "Enhanced confidence interpretations of gp-based ensemble modeling results" + authors: "M. Affenzeller, S.M. Winkler, S Forstenlechner, G. Kronberger, M. Kommenda, S. Wagner, H. Stekel" + publisher: "Proceedings of the 24th European Modeling & Simulation Symposium, 340-345" + link: https://www.msc-les.org/proceedings/emss/2012/EMSS2012_340.pdf + - id: knowledge-discovery-symbolic-heuristiclab + year: 2012 + title: "Knowledge discovery through symbolic regression with heuristiclab" + authors: "G. Kronberger, S. Wagner, M. Kommenda, A. Beham, A. Scheibenpflug, M. Affenzeller" + publisher: "Machine Learning and Knowledge Discovery in Databases: European Conference on Machine Learning and Knowledge Discovery in Databases" + link: https://doi.org/10.1007/978-3-642-33486-3_56 + - id: parsimony-regression-genetic-programming + year: 2012 + title: "Improving the parsimony of regression models for an enhanced genetic programming process" + authors: "AC Z?voianu, G. Kronberger, M. Kommenda, D. Zaharie, M. Affenzeller" + publisher: "Computer Aided Systems Theory–EUROCAST 2011" + link: https://doi.org/10.1007/978-3-642-27549-4_34 + - id: symbolic-regression-blast-furnace + year: 2012 + title: "Application of symbolic regression on blast furnace and temper mill datasets" + authors: "M. Kommenda, G. Kronberger, C. Feilmayr, L Schickmair, M. Affenzeller, S. M. Winkler, S. Wagner" + publisher: "Computer Aided Systems Theory–EUROCAST 2011" + link: https://doi.org/10.1007/978-3-642-27549-4_51 + - id: parameter-meta-optimization + year: 2012 + title: "Parameter meta-optimization of metaheuristic optimization algorithms" + authors: "C. Neumüller, S. Wagner, G. Kronberger, M. Affenzeller" + publisher: "Computer Aided Systems Theory–EUROCAST 2011" + link: https://doi.org/10.1007/978-3-642-27549-4_47 + - id: genetic-programming-nonlinear-automotive + year: 2012 + title: "Using genetic programming in nonlinear model identification" + authors: "S.M. Winkler, M. Affenzeller, S. Wagner, G. Kronberger, M. Kommenda" + publisher: "Identification for automotive systems. Springer, 89-109" + link: https://doi.org/10.1007/978-1-4471-2221-0.pdf#page=99 + - id: market-basket-analysis-retail + year: 2012 + title: "Market basket analysis of retail data: supervised learning approach" + authors: "G. Kronberger, M. Affenzeller" + publisher: "Computer Aided Systems Theory–EUROCAST 2011" + link: https://doi.org/10.1007/978-3-642-27549-4_59 + - id: evolutionary-algorithms-tumor-marker + year: 2012 + title: "Analysis of selected evolutionary algorithms in feature selection and parameter optimization for data based tumor marker modeling" + authors: "S.M. Winkler, M. Affenzeller, G. Kronberger, M. Kommenda, S. Wagner, W. Jacak, H. Stekel" + publisher: "Computer Aided Systems Theory–EUROCAST 2011" + link: https://doi.org/10.1007/978-3-642-27549-4_43 + - id: overfitting-adaptive-parsimony-symbolic + year: 2011 + title: "Overfitting detection and adaptive covariant parsimony pressure for symbolic regression" + authors: "G. Kronberger, M. Kommenda, M. Affenzeller" + publisher: "GECCO '11: Proceedings of the 13th annual conference companion on Genetic and evolutionary computation" + link: https://doi.org/10.1145/2001858.2002060 + - id: data-mining-symbolic-blast-furnace + year: 2011 + title: "Data mining using unguided symbolic regression on a blast furnace dataset" + authors: "M. Kommenda, G. Kronberger, C. Feilmayr, M. Affenzeller" + publisher: "Applications of Evolutionary Computation: EvoApplications 2011" + link: https://doi.org/10.1007/978-3-642-20525-5_28 + - id: macro-economic-time-series-modeling + year: 2011 + title: "Macro-economic time series modeling and interaction networks" + authors: "G. Kronberger, S. Fink, M. Kommenda, M. Affenzeller" + publisher: "Applications of Evolutionary Computation: EvoApplications 2011" + link: https://doi.org/10.1007/978-3-642-20520-0_11 + - id: heuristiclab-3.3-metaheuristic-optimization + year: 2010 + title: "HeuristicLab 3.3: A unified approach to metaheuristic optimization" + authors: "S. Wagner, A. Beham, G. Kronberger, M. Kommenda, E. Pitzer, M Kofler, S. Vonolfen, S. M. Winkler, V. Dorfer, M. Affenzeller" + publisher: "Proceedings of the seventh Spanish conference on Metaheuristics, Evolutionary and Bioinspired Algorithms (MAEB'2010)" + link: https://scholar.google.com/scholar?cluster=18292712595794174620&hl=en&oi=scholarr + - id: mutation-effects-offspring-combinatorial-optimization + year: 2010 + title: "Mutation effects in genetic algorithms with offspring selection applied to combinatorial optimization problems" + authors: "S. Wagner, M. Affenzeller, A. Beham, G. Kronberger, S.M. Winkler" + publisher: "Proceeding of 22nd European modeling and simulation symposium EMSS" + link: https://scholar.google.com/scholar?cluster=7947574911882616524&hl=en&oi=scholarr + - id: feature-selection-tumor-marker-evolutionary-algorithms + year: 2010 + title: "Feature selection in the analysis of tumor marker data using evolutionary algorithms" + authors: "S.M. Winkler, M. Affenzeller, G. Kronberger, M. Kommenda, S. Wagner, W. Jacak, H. Stekel" + publisher: "22th European Modeling and Simulation Symposium, EMSS 2010" + link: https://scholar.google.com/scholar?cluster=11968752856190562229&hl=en&oi=scholarr + - id: system-identification-blast-furnace-genetic-programming + year: 2009 + title: "System identification of blast furnace processes with genetic programming" + authors: "G. Kronberger, C. Feilmayr, M. Kommenda, S.M. Winkler, M. Affenzeller, T. Burgler" + publisher: "2009 2nd International Symposium on Logistics and Industrial Informatics, 1-6" + link: https://doi.org/10.1109/LINDI.2009.5258751 + - id: enetic-programming-temper-mill-datasets + year: 2009 + title: "Application of genetic programming on temper mill datasets" + authors: "M. Kommenda, G. Kronberger, S.M. Winkler, M. Affenzeller, S. Wagner, M. Affenzeller, T. Burgler" + publisher: "2009 2nd International Symposium on Logistics and Industrial Informatics, 1-5" + link: https://doi.org/10.1109/LINDI.2009.5258751 + - id: crossover-success-rate-genetic-programming-offspring + year: 2009 + title: "On crossover success rate in genetic programming with offspring selection" + authors: "G. Kronberger, S.M. Winkler, M. Affenzeller, S. Wagner" + publisher: "European Conference on Genetic Programming, 232-243" + link: https://doi.org/10.1007/978-3-642-01181-8_20 + - id: metaheuristic-optimization-hagenberg + year: 2009 + title: "Metaheuristic optimization" + authors: "M. Affenzeller, A. Beham, M Kofler, G. Kronberger, SA Wagner, S.M. Winkler" + publisher: "Hagenberg Research, 103-155" + link: https://doi.org/10.1007/978-3-642-02127-5_4 + - id: success-rate-crossover-genetic-programming-offspring + year: 2009 + title: "On the success rate of crossover operators for genetic programming with offspring selection" + authors: "G. Kronberger, S.M. Winkler, M. Affenzeller, A. Beham, S. Wagner" + publisher: "Computer Aided Systems Theory-EUROCAST 2009" + link: https://doi.org/10.1007/978-3-642-04772-5_102 + - id: riority-rule-genetic-algorithm-setup-costs + year: 2009 + title: "Priority rule generation with a genetic algorithm to minimize sequence dependent setup costs" + authors: "M Kofler, S. Wagner, A. Beham, G. Kronberger, M. Affenzeller" + publisher: "Computer Aided Systems Theory-EUROCAST 2009" + link: https://doi.org/10.1007/978-3-642-04772-5_105 + - id: model-driven-rapid-prototyping-heuristic-algorithms + year: 2009 + title: "Model driven rapid prototyping of heuristic optimization algorithms" + authors: "S. Wagner, G. Kronberger, A. Beham, S.M. Winkler, M. Affenzeller" + publisher: "Computer Aided Systems Theory-EUROCAST 2009" + link: https://doi.org/10.1007/978-3-642-04772-5_94 + - id: simulation-optimization-heuristiclab + year: 2008 + title: "Simulation optimization with HeuristicLab" + authors: "A. Beham, M. Affenzeller, S. Wagner, G. Kronberger" + publisher: "Proceedings of the 20th European Modeling and Simulation Symposium, 75-80" + link: https://www.academia.edu/download/57062506/Simulation_Optimization_with_HeuristicLa20180724-14052-ezauiv.pdf + - id: data-mining-distributed-genetic-programming + year: 2008 + title: "Data mining via distributed genetic programming agents" + authors: "G. Kronberger, S.M. Winkler, M. Affenzeller, S. Wagner" + publisher: "Proceedings of the 20th European Modeling and Simulation Symposium, 95-99" + link: https://scholar.google.com/scholar?cluster=8285391818793694144&hl=en&oi=scholarr + - id: modeling-heuristic-optimization-algorithms + year: 2008 + title: "Modeling of heuristic optimization algorithms" + authors: "S. Wagner, G. Kronberger, A. Beham, S.M. Winkler, M. Affenzeller" + publisher: "Proceedings of the 20th European Modeling and Simulation Symposium, 106-111" + link: https://www.msc-les.org/proceedings/emss/2008/EMSS2008_106.pdf + - id: heuristic-optimization-input-parameters + year: 2007 + title: "Heuristic optimization methods for the tuning of input parameters of simulation models" + authors: "M. Affenzeller, G. Kronberger, S.M. Winkler, M Ionescu, S. Wagner" + publisher: "Proceedings of I3M 2007, 278-283" + link: https://scholar.google.com/scholar?cluster=16905602682078561217&hl=en&oi=scholarr + - id: bandit-monte-carlo-planning-scheduling + year: 2007 + title: "Bandit-based Monte-Carlo planning for the single-machine total weighted tardiness scheduling problem" + authors: "G. Kronberger, R. Braune" + publisher: "International Conference on Computer Aided Systems Theory, 837-844" + link: https://doi.org/10.1007/978-3-540-75867-9_105 + - id: plugin-based-heuristic-software-systems + year: 2007 + title: "Benefits of plugin-based heuristic optimization software systems" + authors: "S. Wagner, S.M. Winkler, E. Pitzer, G. Kronberger, A. Beham, R. Braune, M. Affenzeller" + publisher: "Computer Aided Systems Theory–EUROCAST 2007" + link: https://doi.org/10.1007/978-3-540-75867-9_94 + - id: automated-simulation-scheduler-manufacturing + year: 2006 + title: "Automated simulation model generation for scheduler-benchmarking in manufacturing" + authors: "G. Kronberger, A Weidenhiller, B. Kerschbaumer, H. Jodlbauer" + publisher: "Proceedings of the International Mediterranean Modelling Multiconference (I3M 2006)" + link: https://scholar.google.com/citations?view_op=view_citation&hl=de&user=1uFIkkEAAAAJ&cstart=100&pagesize=100&sortby=pubdate&citation_for_view=1uFIkkEAAAAJ:9yKSN-GCB0IC + - id: + year: + title: "" + authors: "" + publisher: "" + link: + - id: + year: + title: "" + authors: "" + publisher: "" + link: + - id: + year: + title: "" + authors: "" + publisher: "" + link: + - id: + year: + title: "" + authors: "" + publisher: "" + link: + - id: + year: + title: "" + authors: "" + publisher: "" + link: + - id: + year: + title: "" + authors: "" + publisher: "" + link: + - id: + year: + title: "" + authors: "" + publisher: "" + link: \ No newline at end of file