Napsu Karmitsa
napsu.karmitsa@utu.fi Vesilinnantie 5 Turku |
1 of 6
- An efficient incremental algorithm for clustering large datasets (2026)
- Advances in Data Analysis and Classification
- Limited memory bundle DC algorithm for sparse pairwise kernel learning (2025)
- Journal of Global Optimization
- Partitional Clustering via Nonsmooth Optimization: Clustering via Optimization (2025)
- Unsupervised and Semi-Supervised Learning
- Stochastic limited memory bundle algorithm for clustering in big data (2025)
- Pattern Recognition
- Nonsmooth DC optimization support vector machines method for piecewise linear regression (2024)
- Applied and Computational Mathematics
- Predicting pairwise interaction affinities with ℓ0-penalized least squares-a nonsmooth bi-objective optimization based approach∗ (2024)
- Optimization Methods and Software
- Bundle Enrichment Method for Nonsmooth Difference of Convex Programming Problems (2023)
- Algorithms
- Nonsmooth Optimization-Based Hyperparameter-Free Neural Networks for Large-Scale Regression (2023)
- Algorithms
- Limited Memory Bundle Method for Clusterwise Linear Regression (2022) Computational Sciences and Artificial Intelligence in Industry: New Digital Technologies for Solving Future Societal and Economical Challenges Karmitsa Napsu, Bagirov Adil M., Taheri Sona, Joki Kaisa
- Missing Value Imputation via Clusterwise Linear Regression (2022)
- IEEE Transactions on Knowledge and Data Engineering
UTU Research Portal