Correntropy-Based Constructive One Hidden Layer Neural Network
Nayyeri, Mojtaba, Rouhani, Modjtaba, Yazdi, Hadi Sadoghi, Mäkelä, Marko M., Maskooki, Alaleh, Nikulin, Yury
Published in Algorithms (01.01.2024)
Published in Algorithms (01.01.2024)
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Journal Article
Nonsmooth Optimization-Based Hyperparameter-Free Neural Networks for Large-Scale Regression
Karmitsa, Napsu, Taheri, Sona, Joki, Kaisa, Paasivirta, Pauliina, Bagirov, Adil M., Mäkelä, Marko M.
Published in Algorithms (01.09.2023)
Published in Algorithms (01.09.2023)
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Journal Article
OSCAR: Optimal subset cardinality regression using the L0-pseudonorm with applications to prognostic modelling of prostate cancer
Halkola, Anni S, Joki, Kaisa, Mirtti, Tuomas, Mäkelä, Marko M, Aittokallio, Tero, Laajala, Teemu D
Published in PLoS computational biology (01.03.2023)
Published in PLoS computational biology (01.03.2023)
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Journal Article
Optimized reference spectrum for rating the façade sound insulation
Virjonen, Petra, Hongisto, Valtteri, Mäkelä, Marko M, Pahikkala, Tapio
Published in The Journal of the Acoustical Society of America (01.11.2020)
Published in The Journal of the Acoustical Society of America (01.11.2020)
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Journal Article
Clusterwise support vector linear regression
Joki, Kaisa, Bagirov, Adil M., Karmitsa, Napsu, Mäkelä, Marko M., Taheri, Sona
Published in European journal of operational research (16.11.2020)
Published in European journal of operational research (16.11.2020)
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Journal Article
A proximal bundle method for nonsmooth DC optimization utilizing nonconvex cutting planes
Joki, Kaisa, Bagirov, Adil M., Karmitsa, Napsu, Mäkelä, Marko M.
Published in Journal of global optimization (01.07.2017)
Published in Journal of global optimization (01.07.2017)
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Journal Article
Synchronous approach in interactive multiobjective optimization
Miettinen, Kaisa, Mäkelä, Marko M.
Published in European journal of operational research (01.05.2006)
Published in European journal of operational research (01.05.2006)
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Journal Article
On solving generalized convex MINLP problems using supporting hyperplane techniques
Westerlund, Tapio, Eronen, Ville-Pekka, Mäkelä, Marko M.
Published in Journal of global optimization (01.08.2018)
Published in Journal of global optimization (01.08.2018)
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Journal Article
Comparison of end-expiratory respiratory gating methods for PET/CT
Harteela, Markus, Hirvi, Heidi, Mäkipää, Anna, Teuho, Jarmo, Koivumäki, Tuomas, Mäkelä, Marko M., Teräs, Mika
Published in Acta oncologica (01.08.2014)
Published in Acta oncologica (01.08.2014)
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Journal Article
Numerical Comparison of Some Penalty-Based Constraint Handling Techniques in Genetic Algorithms
Miettinen, Kaisa, Mäkelä, Marko M, Toivanen, Jari
Published in Journal of global optimization (01.12.2003)
Published in Journal of global optimization (01.12.2003)
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Journal Article