Marko M. Mäkelä

37 papers Journal 36
YearRankTypeTitle / Venue / Authors
2025 J jnl
Clust-Splitter - an Efficient Nonsmooth Optimization-Based Algorithm for Clustering Large Datasets.
CoRR
Jenni Lampainen, Kaisa Joki, Napsu Karmitsa, Marko M. Mäkelä
2025 J jnl
Stochastic limited memory bundle algorithm for clustering in big data.
Pattern Recognit.
Napsu Karmitsa, Ville-Pekka Eronen, Marko M. Mäkelä, Tapio Pahikkala, Antti Airola
2024 J jnl
Correntropy-Based Constructive One Hidden Layer Neural Network.
Algorithms
Mojtaba Nayyeri, Modjtaba Rouhani, Hadi Sadoghi Yazdi, Marko M. Mäkelä, Alaleh Maskooki, Yury Nikulin
2023 J jnl
Nonsmooth Optimization-Based Hyperparameter-Free Neural Networks for Large-Scale Regression.
Algorithms
Napsu Karmitsa, Sona Taheri, Kaisa Joki, Pauliina Paasivirta, Adil M. Bagirov, Marko M. Mäkelä
2023 J jnl
OSCAR: Optimal subset cardinality regression using the L0-pseudonorm with applications to prognostic modelling of prostate cancer.
PLoS Comput. Biol.
Anni S. Halkola, Kaisa Joki, Tuomas Mirtti, Marko M. Mäkelä, Tero Aittokallio, Teemu D. Laajala
2021 J jnl
Aggregate subgradient method for nonsmooth DC optimization.
Optim. Lett.
Adil M. Bagirov, Sona Taheri, Kaisa Joki, Napsu Karmitsa, Marko M. Mäkelä
2020 J jnl
Clusterwise support vector linear regression.
Eur. J. Oper. Res.
Kaisa Joki, Adil M. Bagirov, Napsu Karmitsa, Marko M. Mäkelä, Sona Taheri
2019 J jnl
Planning the Schedule for the Disposal of the Spent Nuclear Fuel with Interactive Multiobjective Optimization.
Algorithms
Outi Montonen, Timo Ranta, Marko M. Mäkelä
2018 J jnl
Double Bundle Method for finding Clarke Stationary Points in Nonsmooth DC Programming.
SIAM J. Optim.
Kaisa Joki, Adil M. Bagirov, Napsu Karmitsa, Marko M. Mäkelä, Sona Taheri
2018 J jnl
On solving generalized convex MINLP problems using supporting hyperplane techniques.
J. Glob. Optim.
Tapio Westerlund, Ville-Pekka Eronen, Marko M. Mäkelä
2017 J jnl
A proximal bundle method for nonsmooth DC optimization utilizing nonconvex cutting planes.
J. Glob. Optim.
Kaisa Joki, Adil M. Bagirov, Napsu Karmitsa, Marko M. Mäkelä
2017 J jnl
Method for solving generalized convex nonsmooth mixed-integer nonlinear programming problems.
J. Glob. Optim.
Ville-Pekka Eronen, Jan Kronqvist, Tapio Westerlund, Marko M. Mäkelä, Napsu Karmitsa
2014 J jnl
A generative model and a generalized trust region Newton method for noise reduction.
Comput. Optim. Appl.
Seppo Pulkkinen, Marko M. Mäkelä, Napsu Karmitsa
2013 J jnl
A continuation approach to mode-finding of multivariate Gaussian mixtures and kernel density estimates.
J. Glob. Optim.
Seppo Pulkkinen, Marko M. Mäkelä, Napsu Karmitsa
2013 J jnl
On accuracy, robustness and tolerances in vector Boolean optimization.
Eur. J. Oper. Res.
Yury Nikulin, O. Karelkina, Marko M. Mäkelä
2012 J jnl
A new achievement scalarizing function based on parameterization in multiobjective optimization.
OR Spectr.
Yury Nikulin, Kaisa Miettinen, Marko M. Mäkelä
2012 J jnl
Comparing different nonsmooth minimization methods and software.
Optim. Methods Softw.
N. M. S. Karmitsa, Adil M. Bagirov, Marko M. Mäkelä
2010 J jnl
Limited memory bundle method for large bound constrained nonsmooth optimization: convergence analysis.
Optim. Methods Softw.
Napsu Karmitsa, Marko M. Mäkelä
2010 J jnl
Stability and accuracy functions for a multicriteria Boolean linear programming problem with parameterized principle of optimality "from Condorcet to Pareto".
Eur. J. Oper. Res.
Yury Nikulin, Marko M. Mäkelä
2009 — ch.
Solving Hemivariational Inequalities by Nonsmooth Optimization Methods.
Encyclopedia of Optimization
Markku Miettinen, Marko M. Mäkelä
2008 J jnl
Limited memory interior point bundle method for large inequality constrained nonsmooth minimization.
Appl. Math. Comput.
N. M. S. Karmitsa, Marko M. Mäkelä, M. M. Ali
2008 J jnl
Mental Contents in Interacting with a Multiobjective Optimization Program.
Int. J. Technol. Hum. Interact.
Pertti Saariluoma, Katja Kaario, Kaisa Miettinen, Marko M. Mäkelä
2008 J jnl
Properties of efficient solution sets under addition of objectives.
Oper. Res. Lett.
Marko M. Mäkelä, Yury Nikulin
2007 J jnl
Globally convergent limited memory bundle method for large-scale nonsmooth optimization.
Math. Program.
Napsu Haarala, Kaisa Miettinen, Marko M. Mäkelä
2006 J jnl
Efficient hybrid methods for global continuous optimization based on simulated annealing.
Comput. Oper. Res.
Kaisa Miettinen, Marko M. Mäkelä, Heikki Maaranen
2006 J jnl
Experiments with classification-based scalarizing functions in interactive multiobjective optimization.
Eur. J. Oper. Res.
Kaisa Miettinen, Marko M. Mäkelä, Katja Kaario
2006 J jnl
Synchronous approach in interactive multiobjective optimization.
Eur. J. Oper. Res.
Kaisa Miettinen, Marko M. Mäkelä
2004 J jnl
New limited memory bundle method for large-scale nonsmooth optimization.
Optim. Methods Softw.
Marjo S. Haarala, Kaisa Miettinen, Marko M. Mäkelä
2003 J jnl
Characterizing generalized trade-off directions.
Math. Methods Oper. Res.
Kaisa Miettinen, Marko M. Mäkelä
2003 J jnl
Numerical Comparison of Some Penalty-Based Constraint Handling Techniques in Genetic Algorithms.
J. Glob. Optim.
Kaisa Miettinen, Marko M. Mäkelä, Jari Toivanen
2002 J jnl
On generalized trade-off directions in nonconvex multiobjective optimization.
Math. Program.
Kaisa Miettinen, Marko M. Mäkelä
2002 J jnl
On scalarizing functions in multiobjective optimization.
OR Spectr.
Kaisa Miettinen, Marko M. Mäkelä
2001 J jnl
On cone characterizations of weak, proper and Pareto optimality in multiobjective optimization.
Math. Methods Oper. Res.
Kaisa Miettinen, Marko M. Mäkelä
2000 J jnl
Interactive multiobjective optimization system WWW-NIMBUS on the Internet.
Comput. Oper. Res.
Kaisa Miettinen, Marko M. Mäkelä
1999 J jnl
Comparative evaluation of some interactive reference point-based methods for multi-objective optimisation.
J. Oper. Res. Soc.
Kaisa Miettinen, Marko M. Mäkelä
1999 J jnl
Comparing Nonsmooth Nonconvex Bundle Methods in Solving Hemivariational Inequalities.
J. Glob. Optim.
Marko M. Mäkelä, Markku Miettinen, Ladislav Luksan, Jan Vlcek
1998 J jnl
Optimal Control of Continuous Casting by Nondifferentiable Multiobjective Optimization.
Comput. Optim. Appl.
Kaisa Miettinen, Marko M. Mäkelä, Timo Männikkö