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1Dissertation/ Thesis
المؤلفون: Sirvio, Konsta Mikael
المساهمون: Hollmén, Jaakko, Dr., Aalto University, Department of Computer Science, Finland, Perustieteiden korkeakoulu, School of Science, Tietotekniikan laitos, Department of Computer Science, Rousu, Juho, Prof., Aalto University, Department of Computer Science, Finland, Aalto-yliopisto, Aalto University
مصطلحات موضوعية: Transport engineering, Computer science, road maintenance planning, road maintenance optimisation, road deterioration, road condition forecasting, life cycle cost analysis, condition-based maintenance planning, preventive maintenance, predictive maintenance planning, tiestön kunnossapidon suunnittelu, tiestön kunnossapidon optimointi, tiestön rappeutuminen, tiestön kunnon ennustaminen, elinkaarikustannusanalyysi, kuntopohjainen kunnossapidon suunnittelu, ennaltaehkäisevä kunnossapito, ennustava kunnossapidon suunnittelu, demo, manag
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2Dissertation/ Thesis
المؤلفون: Sirvio, Konsta Mikael
المساهمون: Hollmén, Jaakko, Dr., Aalto University, Department of Computer Science, Finland, Perustieteiden korkeakoulu, School of Science, Tietotekniikan laitos, Department of Computer Science, Rousu, Juho, Prof., Aalto University, Department of Computer Science, Finland, Aalto-yliopisto, Aalto University
مصطلحات موضوعية: Transport engineering, Computer science, road maintenance planning, road maintenance optimisation, road deterioration, road condition forecasting, life cycle cost analysis, condition-based maintenance planning, preventive maintenance, predictive maintenance planning, tiestön kunnossapidon suunnittelu, tiestön kunnossapidon optimointi, tiestön rappeutuminen, tiestön kunnon ennustaminen, elinkaarikustannusanalyysi, kuntopohjainen kunnossapidon suunnittelu, ennaltaehkäisevä kunnossapito, ennustava kunnossapidon suunnittelu
وصف الملف: application/pdf
Relation: Aalto University publication series DOCTORAL DISSERTATIONS; 166/2017; [Publication 1]: Sirvio, Konsta; Hollmén, Jaakko. 2008. Spatio-Temporal Road Condition Forecasting with Markov Chains and Artificial Neural Networks. In: Corchado, Emilio; Abraham, Ajith; Pedrycz, Witold (Editors). Proceedings of the 3rd International Workshop on Hybrid Artificial Intelligence Systems (HAIS’08), Springer Verlag, Burgos, Spain, 24.- 26. September, 2008, Pages 204-211. ISBN 978-3-540-87656-4. DOI:10.1007/978-3-540-87656-4_26; [Publication 2]: Sirvio, Konsta; Hollmén, Jaakko. Multi-year network level road maintenance programming by genetic algorithms and variable neighbourhood search. In: Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems (ITSC2010) Workshop Madeira Island, Portugal, 19 – 22 September 2010, Pages 581-586. ISBN 978-972-8822-20-0. DOI:10.1109/ITSC.2010.5625072; [Publication 3]: Sirvio, Konsta; Hollmén, Jaakko. Forecasting road condition after maintenance works by linear methods and radial basis function networks. In: Honkela, Timo; Duch, Włodzisław; Girolami, Mark; Kaski, Samuel (Editors). Proceedings (Part II) of the 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Pages 405-412. ISBN 978-3-642-21737-1. DOI:10.1007/978-3-642-21738-8_52; [Publication 4]: Sirvio, Konsta; Hollmén, Jaakko. Multi-Step Ahead Forecasting of Road Condition Using Least Squares Support Vector Regression. In: Proceedings of European Symposium on Artificial Neural Networks, Computational Intelligence, and Machine Learning (ESANN), Bruges, Belgium, 23-25 April 2014, Pages 661-666. ISBN 978-287419095-7; [Publication 5]: Sirvio, Konsta. Intelligent Systems in Maintenance Planning and Management. In: Kahraman, Cengiz; Onar, Sezi, Cevik (Editors). Intelligent Techniques in Engineering Management: Theory and Applications, Springer Publishing Company Incorporated, 2015, Pages 221-245. ISBN 3319179055 9783319179056. DOI:10.1007/978-3-319-17906-3_10; 1799-4942 (electronic); 1799-4934 (printed); 1799-4934 (ISSN-L); https://aaltodoc.aalto.fi/handle/123456789/28039; URN:ISBN:978-952-60-7594-5