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Livres
Articles (65)
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Introduction to Nonsmooth Optimization ||

Bagirov, Adil, Karmitsa, Napsu, Mäkelä, Marko M.

Année:

2014

Langue:

english

Fichier:

PDF, 5.79 MB

english, 2014

Introduction to Nonsmooth Optimization || Nonconvex Analysis

Bagirov, Adil, Karmitsa, Napsu, Mäkelä, Marko M.

Année:

2014

Langue:

english

Fichier:

PDF, 581 KB

english, 2014

Impact of Water-Quality Conditions in Source Reservoirs on the Optimal Operation of a Regional Multiquality Water-Distribution System

Mala-Jetmarova, Helena, Barton, Andrew, Bagirov, Adil

Journal:

Journal of Water Resources Planning and Management

Année:

2015

Langue:

english

Fichier:

PDF, 2.00 MB

english, 2015

An incremental piecewise linear classifier based on polyhedral conic separation

Ozturk, Gurkan, Bagirov, Adil M., Kasimbeyli, Refail

Journal:

Machine Learning

Année:

2015

Langue:

english

Fichier:

PDF, 896 KB

english, 2015

A proximal bundle method for nonsmooth DC optimization utilizing nonconvex cutting planes

Joki, Kaisa, Bagirov, Adil M., Karmitsa, Napsu, Mäkelä, Marko M.

Journal:

Journal of Global Optimization

Année:

2017

Langue:

english

Fichier:

PDF, 778 KB

english, 2017

Prediction of monthly rainfall in Victoria, Australia: Clusterwise linear regression approach

Bagirov, Adil M., Mahmood, Arshad, Barton, Andrew

Journal:

Atmospheric Research

Année:

2017

Langue:

english

Fichier:

PDF, 1.17 MB

english, 2017

Optimization Based Clustering Algorithms for Authorship Analysis of Phishing Emails

Seifollahi, Sattar, Bagirov, Adil, Layton, Robert, Gondal, Iqbal

Journal:

Neural Processing Letters

Année:

2017

Langue:

english

Fichier:

PDF, 1.11 MB

english, 2017

Cyberattack triage using incremental clustering for intrusion detection systems

Taheri, Sona, Bagirov, Adil M., Gondal, Iqbal, Brown, Simon

Journal:

International Journal of Information Security

Année:

2019

Fichier:

PDF, 879 KB

2019

A novel piecewise linear classifier based on polyhedral conic and max–min separabilities

Adil M. Bagirov, Julien Ugon, Dean Webb, Gurkan Ozturk, Refail Kasimbeyli

Journal:

TOP

Année:

2013

Langue:

english

Fichier:

PDF, 1004 KB

english, 2013

Solving DC programs using the cutting angle method

Ferrer, Albert, Bagirov, Adil, Beliakov, Gleb

Journal:

Journal of Global Optimization

Année:

2015

Langue:

english

Fichier:

PDF, 386 KB

english, 2015

Nonsmooth nonconvex optimization approach to clusterwise linear regression problems

Bagirov, Adil M., Ugon, Julien, Mirzayeva, Hijran

Journal:

European Journal of Operational Research

Année:

2013

Langue:

english

Fichier:

PDF, 586 KB

english, 2013

Non-smooth optimization methods for computation of the Conditional Value-at-risk and portfolio optimization

Beliakov, Gleb, Bagirov, Adil

Journal:

Optimization

Année:

2006

Langue:

english

Fichier:

PDF, 228 KB

english, 2006

Exploration of the Trade-Offs between Water Quality and Pumping Costs in Optimal Operation of Regional Multiquality Water Distribution Systems

Mala-Jetmarova, Helena, Barton, Andrew, Bagirov, Adil

Journal:

Journal of Water Resources Planning and Management

Année:

2015

Langue:

english

Fichier:

PDF, 1.73 MB

english, 2015

A history of water distribution systems and their optimisation

Mala-Jetmarova, Helena, Barton, Andrew, Bagirov, Adil

Journal:

Water Science & Technology Water Supply

Année:

2015

Langue:

english

Fichier:

PDF, 391 KB

english, 2015

[Unsupervised and Semi-Supervised Learning] Partitional Clustering via Nonsmooth Optimization (Clustering via Optimization) ||

M. Bagirov, Adil, Karmitsa, Napsu, Taheri, Sona

Année:

2020

Langue:

english

Fichier:

PDF, 8.83 MB

english, 2020

Missing Value Imputation via Clusterwise Linear Regression

Karmitsa, Napsu, Taheri, Sona, Bagirov, Adil, Makinen, Pauliina

Journal:

IEEE Transactions on Knowledge and Data Engineering

Année:

2020

Fichier:

PDF, 1.66 MB

2020

Diagnostic with incomplete nominal/discrete data

Jelinek, Herbert F., Yatsko, Andrew, Stranieri, Andrew, Venkatraman, Sitalakshmi, Bagirov, Adil

Journal:

Artificial Intelligence Research

Année:

2015

Fichier:

PDF, 1.51 MB

2015

Fast modified global k-means algorithm for incremental cluster construction

Adil M. Bagirov, Julien Ugon, Dean Webb

Journal:

Pattern Recognition

Année:

2011

Langue:

english

Fichier:

PDF, 546 KB

english, 2011

An approximate subgradient algorithm for unconstrained nonsmooth, nonconvex optimization

Adil Bagirov, Asef Nazari Ganjehlou

Journal:

Mathematical Methods of Operations Research

Année:

2008

Langue:

english

Fichier:

PDF, 222 KB

english, 2008

Classification through incremental max–min separability

Adil M. Bagirov, Julien Ugon, Dean Webb, B. Karasözen

Journal:

Pattern Analysis and Applications

Année:

2011

Langue:

english

Fichier:

PDF, 432 KB

english, 2011

An algorithm for the estimation of a regression function by continuous piecewise linear functions

Adil Bagirov, Conny Clausen, Michael Kohler

Journal:

Computational Optimization and Applications

Année:

2010

Langue:

english

Fichier:

PDF, 1.38 MB

english, 2010

Local Optimization Method with Global Multidimensional Search

Adil M. Bagirov, Alexander M. Rubinov, Jiapu Zhang

Journal:

Journal of Global Optimization

Année:

2005

Langue:

english

Fichier:

PDF, 352 KB

english, 2005

Piecewise Partially Separable Functions and a Derivative-free Algorithm for Large Scale Nonsmooth Optimization

Adil M. Bagirov, Julien Ugon

Journal:

Journal of Global Optimization

Année:

2006

Langue:

english

Fichier:

PDF, 211 KB

english, 2006

Comments on: Optimization and data mining in

Adil Bagirov

Journal:

TOP

Année:

2009

Langue:

english

Fichier:

PDF, 121 KB

english, 2009

A new nonsmooth optimization algorithm for minimum sum-of-squares clustering problems

Adil M. Bagirov, John Yearwood

Journal:

European Journal of Operational Research

Année:

2006

Langue:

english

Fichier:

PDF, 387 KB

english, 2006

Modified global -means algorithm for minimum sum-of-squares clustering problems

Adil M. Bagirov

Journal:

Pattern Recognition

Année:

2008

Langue:

english

Fichier:

PDF, 192 KB

english, 2008

A Global Optimization Approach to Classification

Adil M. Bagirov, Alexander M. Rubinov, John Yearwood

Journal:

Optimization and Engineering

Année:

2002

Langue:

english

Fichier:

PDF, 135 KB

english, 2002

[Society of Petroleum Engineers International Oil Conference and Exhibition in Mexico - Veracruz, Mexico (2007-06-27)] International Oil Conference and Exhibition in Mexico - Development and Application of the Discrete Gradient Method for Non-smooth Non-convex Production Optimization

Mason, Thomas L., Bagirov, Adil, Klunder, Jan, van Berkel, Jean

Langue:

english

Fichier:

PDF, 147 KB

english

A multidimensional descent method for global optimization

Bagirov, Adil M., Rubinov, Alexander M., Zhang, Jiapu

Journal:

Optimization

Année:

2009

Langue:

english

Fichier:

PDF, 169 KB

english, 2009

Aggregate codifferential method for nonsmooth DC optimization

Tor, Ali Hakan, Bagirov, Adil, Karasözen, Bülent

Journal:

Journal of Computational and Applied Mathematics

Année:

2014

Langue:

english

Fichier:

PDF, 1.09 MB

english, 2014

An algorithm for clusterwise linear regression based on smoothing techniques

Bagirov, Adil M., Ugon, Julien, Mirzayeva, Hijran G.

Journal:

Optimization Letters

Année:

2015

Langue:

english

Fichier:

PDF, 211 KB

english, 2015

A heuristic algorithm for solving the minimum sum-of-squares clustering problems

Ordin, Burak, Bagirov, Adil M.

Journal:

Journal of Global Optimization

Année:

2015

Langue:

english

Fichier:

PDF, 241 KB

english, 2015

Nonsmooth Optimization Algorithm for Solving Clusterwise Linear Regression Problems

Bagirov, Adil M., Ugon, Julien, Mirzayeva, Hijran G.

Journal:

Journal of Optimization Theory and Applications

Année:

2015

Langue:

english

Fichier:

PDF, 350 KB

english, 2015

Preface of the special issue OR: connecting sciences supported by global optimization related to the 25th European conference on operational research (EURO XXV 2012)

Adil Bagirov,Kaisa Miettinen,Gerhard-Wilhelm Weber

Journal:

Journal of Global Optimization

Année:

2014

Langue:

english

Fichier:

PDF, 78 KB

english, 2014

Comparative analysis of the cutting angle and simulated annealing methods in global optimization

Bagirov, Adil M., Zhang, Jaipu

Journal:

Optimization

Année:

2003

Langue:

english

Fichier:

PDF, 183 KB

english, 2003

A quasisecant method for minimizing nonsmooth functions

Bagirov, Adil M., Ganjehlou, Asef Nazari

Journal:

Optimization Methods and Software

Année:

2010

Langue:

english

Fichier:

PDF, 211 KB

english, 2010

A convolutional recursive modified Self Organizing Map for handwritten digits recognition

Mohebi, Ehsan, Bagirov, Adil

Journal:

Neural Networks

Année:

2014

Langue:

english

Fichier:

PDF, 3.64 MB

english, 2014

Max–min separability

Bagirov, Adil M.

Journal:

Optimization Methods and Software

Année:

2005

Langue:

english

Fichier:

PDF, 164 KB

english, 2005

[IEEE 2007 3rd International Conference on Intelligent Sensors, Sensor Networks and Information - Melbourne, Australia (2007.12.3-2007.12.6)] 2007 3rd International Conference on Intelligent Sensors, Sensor Networks and Information - A nonsmooth optimization approach to sensor network localization

Bagirov, Adil, Lai, Daniel T.H., Palaniswami, M.

Année:

2007

Langue:

english

Fichier:

PDF, 296 KB

english, 2007

Erratum for “Exploration of the Trade-Offs between Water Quality and Pumping Costs in Optimal Operation of Regional Multiquality Water Distribution Systems” by Helena Mala-Jetmarova, Andrew Barton, and Adil Bagirov

Mala-Jetmarova, Helena, Barton, Andrew, Bagirov, Adil

Journal:

Journal of Water Resources Planning and Management

Année:

2015

Langue:

english

Fichier:

PDF, 34 KB

english, 2015

[IEEE 6th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007) - Melbourne, Australia (2007.07.11-2007.07.13)] 6th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007) - Visual Tools for Analysing Evolution, Emergence, and Error in Data Streams

Hart, Sol, Yearwood, John, Bagirov, Adil M.

Année:

2007

Langue:

english

Fichier:

PDF, 920 KB

english, 2007

A Method for Minimization of Quasidifferentiable Functions

Bagirov, Adil

Journal:

Optimization Methods and Software

Année:

2002

Langue:

english

Fichier:

PDF, 243 KB

english, 2002

A HYBRID NEURAL LEARNING ALGORITHM USING EVOLUTIONARY LEARNING AND DERIVATIVE FREE LOCAL SEARCH METHOD

GHOSH, RANADHIR, YEARWOOD, JOHN, GHOSH, MOUMITA, BAGIROV, ADIL

Journal:

International Journal of Neural Systems

Année:

2006

Langue:

english

Fichier:

PDF, 260 KB

english, 2006

Modified self-organising maps with a new topology and initialisation algorithm

Mohebi, Ehsan, Bagirov, Adil

Journal:

Journal of Experimental & Theoretical Artificial Intelligence

Année:

2015

Langue:

english

Fichier:

PDF, 1.24 MB

english, 2015

Nonsmooth DC programming approach to the minimum sum-of-squares clustering problems

Bagirov, Adil M., Taheri, Sona, Ugon, Julien

Journal:

Pattern Recognition

Année:

2015

Langue:

english

Fichier:

PDF, 878 KB

english, 2015

An algorithm for minimizing clustering functions

Bagirov, Adil M., Ugon, Julien

Journal:

Optimization

Année:

2005

Langue:

english

Fichier:

PDF, 330 KB

english, 2005

Constrained Self Organizing Maps for Data Clusters Visualization

Mohebi, Ehsan, Bagirov, Adil

Journal:

Neural Processing Letters

Année:

2016

Langue:

english

Fichier:

PDF, 2.78 MB

english, 2016

Special issue of Optimization , dedicated to the development of the ideas of the late Prof. A. Rubinov

Bagirov, Adil, Beliakov, Gleb

Journal:

Optimization

Année:

2009

Langue:

english

Fichier:

PDF, 417 KB

english, 2009

[Society of Petroleum Engineers International Oil Conference and Exhibition in Mexico - (2007.06.27-2007.06.30)] Proceedings of International Oil Conference and Exhibition in Mexico - Development and Application of the Discrete Gradient Method for Non-smooth Non-convex Production Optimization

Mason, Thomas, Bagirov, Adil, Klunder, Jan, van Berkel, Jean

Année:

2007

Langue:

english

Fichier:

PDF, 147 KB

english, 2007

An Algorithm for Clustering Using L 1 -Norm Based on Hyperbolic Smoothing Technique

Bagirov, Adil M., Mohebi, Ehsan

Journal:

Computational Intelligence

Année:

2015

Langue:

english

Fichier:

PDF, 299 KB

english, 2015