Fast modified global k-means algorithm for incremental cluster construction von Bagirov, Adil M., Ugon, Julien, Webb, Dean

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Bundle Enrichment Method for Nonsmooth Difference of Convex Programming Problems von Gaudioso, Manlio, Taheri, Sona, Bagirov, Adil M., Karmitsa, Napsu

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Partitional Clustering Via Nonsmooth Optimization: Clustering Via Optimization von M. Bagirov, Adil, Karmitsa, Napsu, Taheri, Sona

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Nonsmooth Optimization-Based Hyperparameter-Free Neural Networks for Large-Scale Regression von Karmitsa, Napsu, Taheri, Sona, Joki, Kaisa, Paasivirta, Pauliina, Bagirov, Adil M., Mäkelä, Marko M.

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Modified global k -means algorithm for minimum sum-of-squares clustering problems von Bagirov, Adil M.

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Nonsmooth DC programming approach to the minimum sum-of-squares clustering problems von Bagirov, Adil M., Taheri, Sona, Ugon, Julien

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Nonsmooth Optimization-Based Model and Algorithm for Semisupervised Clustering von Bagirov, Adil M., Taheri, Sona, Bai, Fusheng, Zheng, Fangying

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New diagonal bundle method for clustering problems in large data sets von Karmitsa, Napsu, Bagirov, Adil M., Taheri, Sona

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Minimizing nonsmooth DC functions via successive DC piecewise-affine approximations von Gaudioso, Manlio, Giallombardo, Giovanni, Miglionico, Giovanna, Bagirov, Adil M.

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Clusterwise support vector linear regression von Joki, Kaisa, Bagirov, Adil M., Karmitsa, Napsu, Mäkelä, Marko M., Taheri, Sona

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A Comparative Assessment of Models to Predict Monthly Rainfall in Australia von Bagirov, Adil M., Mahmood, Arshad

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An incremental piecewise linear classifier based on polyhedral conic separation von Ozturk, Gurkan, Bagirov, Adil M., Kasimbeyli, Refail

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Nonsmooth nonconvex optimization approach to clusterwise linear regression problems von Bagirov, Adil M., Ugon, Julien, Mirzayeva, Hijran

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A proximal bundle method for nonsmooth DC optimization utilizing nonconvex cutting planes von Joki, Kaisa, Bagirov, Adil M., Karmitsa, Napsu, Mäkelä, Marko M.

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A heuristic algorithm for solving the minimum sum-of-squares clustering problems von Ordin, Burak, Bagirov, Adil M.

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Numerical Nonsmooth Optimization: State of the Art Algorithms von Bagirov, Adil M, Gaudioso, Manlio, Karmitsa, Napsu, Mäkelä, Marko M, Taheri, Sona

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Cyberattack triage using incremental clustering for intrusion detection systems von Taheri, Sona, Bagirov, Adil M., Gondal, Iqbal, Brown, Simon

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A new nonsmooth optimization algorithm for minimum sum-of-squares clustering problems von Bagirov, Adil M., Yearwood, John

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An Algorithm for Clustering Using L1-Norm Based on Hyperbolic Smoothing Technique von Bagirov, Adil M., Mohebi, Ehsan

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Nonsmooth Optimization Algorithm for Solving Clusterwise Linear Regression Problems von Bagirov, Adil M., Ugon, Julien, Mirzayeva, Hijran G.

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