@article{DBLP:journals/prl/TaheriBSO24,
author = {Sona Taheri and
Adil M. Bagirov and
Nargiz Sultanova and
Burak Ordin},
title = {Robust clustering algorithm: The use of soft trimming approach},
journal = {Pattern Recognit. Lett.},
volume = {185},
pages = {15--22},
year = {2024},
url = {https://doi.org/10.1016/j.patrec.2024.06.032},
doi = {10.1016/J.PATREC.2024.06.032},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/TaheriBSO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/TangHYBZ24,
author = {Tao Tang and
Zhuoyang Han and
Shuo Yu and
Adil M. Bagirov and
Qiang Zhang},
title = {Fuzzy Multiview Graph Learning on Sparse Electronic Health Records},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {32},
number = {10},
pages = {5520--5532},
year = {2024},
url = {https://doi.org/10.1109/TFUZZ.2024.3415730},
doi = {10.1109/TFUZZ.2024.3415730},
timestamp = {Wed, 06 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tfs/TangHYBZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/GaudiosoTBK23,
author = {Manlio Gaudioso and
Sona Taheri and
Adil M. Bagirov and
Napsu Karmitsa},
title = {Bundle Enrichment Method for Nonsmooth Difference of Convex Programming
Problems},
journal = {Algorithms},
volume = {16},
number = {8},
pages = {394},
year = {2023},
url = {https://doi.org/10.3390/a16080394},
doi = {10.3390/A16080394},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/algorithms/GaudiosoTBK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/KarmitsaTJPBM23,
author = {Napsu Karmitsa and
Sona Taheri and
Kaisa Joki and
Pauliina Paasivirta and
Adil M. Bagirov and
Marko M. M{\"{a}}kel{\"{a}}},
title = {Nonsmooth Optimization-Based Hyperparameter-Free Neural Networks for
Large-Scale Regression},
journal = {Algorithms},
volume = {16},
number = {9},
pages = {444},
year = {2023},
url = {https://doi.org/10.3390/a16090444},
doi = {10.3390/A16090444},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/algorithms/KarmitsaTJPBM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cor/BagirovMT23,
author = {Adil M. Bagirov and
Najmeh Hoseini Monjezi and
Sona Taheri},
title = {A novel optimization approach towards improving separability of clusters},
journal = {Comput. Oper. Res.},
volume = {152},
pages = {106135},
year = {2023},
url = {https://doi.org/10.1016/j.cor.2022.106135},
doi = {10.1016/J.COR.2022.106135},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cor/BagirovMT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/BagirovAS23,
author = {Adil M. Bagirov and
Ramiz M. Aliguliyev and
Nargiz Sultanova},
title = {Finding compact and well-separated clusters: Clustering using silhouette
coefficients},
journal = {Pattern Recognit.},
volume = {135},
pages = {109144},
year = {2023},
url = {https://doi.org/10.1016/j.patcog.2022.109144},
doi = {10.1016/J.PATCOG.2022.109144},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/BagirovAS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LongBTSW23,
author = {Qiang Long and
Adil M. Bagirov and
Sona Taheri and
Nargiz Sultanova and
Xue Wu},
title = {Methods and Applications of Clusterwise Linear Regression: {A} Survey
and Comparison},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {17},
number = {3},
pages = {36:1--36:54},
year = {2023},
url = {https://doi.org/10.1145/3550074},
doi = {10.1145/3550074},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LongBTSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/BagirovTBZ23,
author = {Adil M. Bagirov and
Sona Taheri and
Fusheng Bai and
Fangying Zheng},
title = {Nonsmooth Optimization-Based Model and Algorithm for Semisupervised
Clustering},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {9},
pages = {5517--5530},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2021.3129370},
doi = {10.1109/TNNLS.2021.3129370},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/BagirovTBZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/BagirovTKSA22,
author = {Adil M. Bagirov and
Sona Taheri and
Napsu Karmitsa and
Nargiz Sultanova and
Soodabeh Asadi},
title = {Robust piecewise linear \emph{L}\({}_{\mbox{1}}\)-regression via nonsmooth
{DC} optimization},
journal = {Optim. Methods Softw.},
volume = {37},
number = {4},
pages = {1289--1309},
year = {2022},
url = {https://doi.org/10.1080/10556788.2020.1855171},
doi = {10.1080/10556788.2020.1855171},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/oms/BagirovTKSA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/KarmitsaTBM22,
author = {Napsu Karmitsa and
Sona Taheri and
Adil M. Bagirov and
Pauliina M{\"{a}}kinen},
title = {Missing Value Imputation via Clusterwise Linear Regression},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {4},
pages = {1889--1901},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.3001694},
doi = {10.1109/TKDE.2020.3001694},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/KarmitsaTBM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/coap/BagirovMT21,
author = {Adil M. Bagirov and
Najmeh Hoseini Monjezi and
Sona Taheri},
title = {An augmented subgradient method for minimizing nonsmooth {DC} functions},
journal = {Comput. Optim. Appl.},
volume = {80},
number = {2},
pages = {411--438},
year = {2021},
url = {https://doi.org/10.1007/s10589-021-00304-4},
doi = {10.1007/S10589-021-00304-4},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/coap/BagirovMT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcam/BagirovTC21,
author = {Adil M. Bagirov and
Sona Taheri and
Emre {\c{C}}imen},
title = {Incremental {DC} optimization algorithm for large-scale clusterwise
linear regression},
journal = {J. Comput. Appl. Math.},
volume = {389},
pages = {113323},
year = {2021},
url = {https://doi.org/10.1016/j.cam.2020.113323},
doi = {10.1016/J.CAM.2020.113323},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcam/BagirovTC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ol/BagirovTJKM21,
author = {Adil M. Bagirov and
Sona Taheri and
Kaisa Joki and
Napsu Karmitsa and
Marko M. M{\"{a}}kel{\"{a}}},
title = {Aggregate subgradient method for nonsmooth {DC} optimization},
journal = {Optim. Lett.},
volume = {15},
number = {1},
pages = {83--96},
year = {2021},
url = {https://doi.org/10.1007/s11590-020-01586-z},
doi = {10.1007/S11590-020-01586-Z},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ol/BagirovTJKM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/JokiBKMT20,
author = {Kaisa Joki and
Adil M. Bagirov and
Napsu Karmitsa and
Marko M. M{\"{a}}kel{\"{a}} and
Sona Taheri},
title = {Clusterwise support vector linear regression},
journal = {Eur. J. Oper. Res.},
volume = {287},
number = {1},
pages = {19--35},
year = {2020},
url = {https://doi.org/10.1016/j.ejor.2020.04.032},
doi = {10.1016/J.EJOR.2020.04.032},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eor/JokiBKMT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbra/BagirovM20,
author = {Adil M. Bagirov and
Karim Mardaneh},
title = {New gene selection algorithm using hypeboxes to improve performance
of classifiers},
journal = {Int. J. Bioinform. Res. Appl.},
volume = {16},
number = {3},
pages = {269--289},
year = {2020},
url = {https://doi.org/10.1504/IJBRA.2020.109102},
doi = {10.1504/IJBRA.2020.109102},
timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbra/BagirovM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcse/GrigoryevBT20,
author = {Igor Grigoryev and
Adil M. Bagirov and
Michael Tuck},
title = {Prediction of gold-bearing localised occurrences from limited exploration
data},
journal = {Int. J. Comput. Sci. Eng.},
volume = {21},
number = {4},
pages = {503--512},
year = {2020},
url = {https://doi.org/10.1504/IJCSE.2020.106863},
doi = {10.1504/IJCSE.2020.106863},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcse/GrigoryevBT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijisec/TaheriBGB20,
author = {Sona Taheri and
Adil M. Bagirov and
Iqbal Gondal and
Simon Brown},
title = {Cyberattack triage using incremental clustering for intrusion detection
systems},
journal = {Int. J. Inf. Sec.},
volume = {19},
number = {5},
pages = {597--607},
year = {2020},
url = {https://doi.org/10.1007/s10207-019-00478-3},
doi = {10.1007/S10207-019-00478-3},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijisec/TaheriBGB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jors/Estrada-MorenoF20,
author = {Alejandro Estrada{-}Moreno and
Alberto Ferrer and
Angel A. Juan and
Adil M. Bagirov and
Javier Panadero},
title = {A biased-randomised algorithm for the capacitated facility location
problem with soft constraints},
journal = {J. Oper. Res. Soc.},
volume = {71},
number = {11},
pages = {1799--1815},
year = {2020},
url = {https://doi.org/10.1080/01605682.2019.1639478},
doi = {10.1080/01605682.2019.1639478},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jors/Estrada-MorenoF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsw/MoniruzzamanBG20,
author = {Md. Moniruzzaman and
Adil M. Bagirov and
Iqbal Gondal},
editor = {Prem Prakash Jayaraman and
Dimitrios Georgakopoulos and
Timos K. Sellis and
Abdur Forkan},
title = {Partial Undersampling of Imbalanced Data for Cyber Threats Detection},
booktitle = {Proceedings of the Australasian Computer Science Week, {ACSW} 2020,
Melbourne, VIC, Australia, February 3-7, 2020},
pages = {9:1--9:4},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3373017.3373026},
doi = {10.1145/3373017.3373026},
timestamp = {Fri, 15 Mar 2024 12:30:44 +0100},
biburl = {https://dblp.org/rec/conf/acsw/MoniruzzamanBG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ci/SeifollahiBBP19,
author = {Sattar Seifollahi and
Adil M. Bagirov and
Ehsan Zare Borzeshi and
Massimo Piccardi},
title = {A simulated annealing-based maximum-margin clustering algorithm},
journal = {Comput. Intell.},
volume = {35},
number = {1},
pages = {23--41},
year = {2019},
url = {https://doi.org/10.1111/coin.12187},
doi = {10.1111/COIN.12187},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ci/SeifollahiBBP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/BagirovOK19,
author = {Adil M. Bagirov and
G{\"{u}}rkan {\"{O}}zt{\"{u}}rk and
Refail Kasimbeyli},
title = {A sharp augmented Lagrangian-based method in constrained non-convex
optimization},
journal = {Optim. Methods Softw.},
volume = {34},
number = {3},
pages = {462--488},
year = {2019},
url = {https://doi.org/10.1080/10556788.2018.1496431},
doi = {10.1080/10556788.2018.1496431},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/oms/BagirovOK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiccc/QuddusB19,
author = {Syed Quddus and
Adil M. Bagirov},
title = {A Comparative Study of Unsupervised Classification Algorithms in Multi-Sized
Data Sets},
booktitle = {{AICCC} 2019: 2nd Artificial Intelligence and Cloud Computing Conference,
Kobe, Japan, December, 2019},
pages = {26--32},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3375959.3375979},
doi = {10.1145/3375959.3375979},
timestamp = {Mon, 24 Apr 2023 15:47:51 +0200},
biburl = {https://dblp.org/rec/conf/aiccc/QuddusB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icit2/TaheriGBHBC19,
author = {Sona Taheri and
Iqbal Gondal and
Adil M. Bagirov and
Greg Harkness and
Simon Brown and
CHihung Chi},
title = {Multi-Source Cyber-Attacks Detection using Machine Learning},
booktitle = {{IEEE} International Conference on Industrial Technology, {ICIT} 2019,
Melbourne, Australia, February 13-15, 2019},
pages = {1167--1172},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICIT.2019.8755006},
doi = {10.1109/ICIT.2019.8755006},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icit2/TaheriGBHBC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jgo/GaudiosoGMB18,
author = {Manlio Gaudioso and
Giovanni Giallombardo and
Giovanna Miglionico and
Adil M. Bagirov},
title = {Minimizing nonsmooth {DC} functions via successive {DC} piecewise-affine
approximations},
journal = {J. Glob. Optim.},
volume = {71},
number = {1},
pages = {37--55},
year = {2018},
url = {https://doi.org/10.1007/s10898-017-0568-z},
doi = {10.1007/S10898-017-0568-Z},
timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jgo/GaudiosoGMB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ol/TeoBY18,
author = {Kok Lay Teo and
Adil M. Bagirov and
Wuyi Yue},
title = {Preface of the special issue: the 6th International Conference on
Optimization and Control with Applications (6th {OCA)}},
journal = {Optim. Lett.},
volume = {12},
number = {6},
pages = {1157--1159},
year = {2018},
url = {https://doi.org/10.1007/s11590-018-1297-z},
doi = {10.1007/S11590-018-1297-Z},
timestamp = {Fri, 03 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ol/TeoBY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/BagirovU18,
author = {Adil M. Bagirov and
Julien Ugon},
title = {Nonsmooth {DC} programming approach to clusterwise linear regression:
optimality conditions and algorithms},
journal = {Optim. Methods Softw.},
volume = {33},
number = {1},
pages = {194--219},
year = {2018},
url = {https://doi.org/10.1080/10556788.2017.1371717},
doi = {10.1080/10556788.2017.1371717},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/oms/BagirovU18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/KarmitsaBT18,
author = {Napsu Karmitsa and
Adil M. Bagirov and
Sona Taheri},
title = {Clustering in large data sets with the limited memory bundle method},
journal = {Pattern Recognit.},
volume = {83},
pages = {245--259},
year = {2018},
url = {https://doi.org/10.1016/j.patcog.2018.05.028},
doi = {10.1016/J.PATCOG.2018.05.028},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/KarmitsaBT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/JokiBKMT18,
author = {Kaisa Joki and
Adil M. Bagirov and
Napsu Karmitsa and
Marko M. M{\"{a}}kel{\"{a}} and
Sona Taheri},
title = {Double Bundle Method for finding Clarke Stationary Points in Nonsmooth
{DC} Programming},
journal = {{SIAM} J. Optim.},
volume = {28},
number = {2},
pages = {1892--1919},
year = {2018},
url = {https://doi.org/10.1137/16M1115733},
doi = {10.1137/16M1115733},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/siamjo/JokiBKMT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cicling/BagirovSPBK18,
author = {Adil M. Bagirov and
Sattar Seifollahi and
Massimo Piccardi and
Ehsan Zare Borzeshi and
Bernie Kruger},
editor = {Alexander F. Gelbukh},
title = {{SMGKM:} An Efficient Incremental Algorithm for Clustering Document
Collections},
booktitle = {Computational Linguistics and Intelligent Text Processing - 19th International
Conference, CICLing 2018, Hanoi, Vietnam, March 18-24, 2018, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13397},
pages = {314--328},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-031-23804-8\_25},
doi = {10.1007/978-3-031-23804-8\_25},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cicling/BagirovSPBK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/MoniruzzamanBGB18,
author = {Md. Moniruzzaman and
Adil M. Bagirov and
Iqbal Gondal and
Simon Brown},
editor = {Mohadeseh Ganji and
Lida Rashidi and
Benjamin C. M. Fung and
Can Wang},
title = {A Server Side Solution for Detecting WebInject: {A} Machine Learning
Approach},
booktitle = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}
2018 Workshops, BDASC, BDM, ML4Cyber, PAISI, DaMEMO, Melbourne, VIC,
Australia, June 3, 2018, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11154},
pages = {162--167},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-04503-6\_16},
doi = {10.1007/978-3-030-04503-6\_16},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/MoniruzzamanBGB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/KarmitsaBT17,
author = {Napsu Karmitsa and
Adil M. Bagirov and
Sona Taheri},
title = {New diagonal bundle method for clustering problems in large data sets},
journal = {Eur. J. Oper. Res.},
volume = {263},
number = {2},
pages = {367--379},
year = {2017},
url = {https://doi.org/10.1016/j.ejor.2017.06.010},
doi = {10.1016/J.EJOR.2017.06.010},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/KarmitsaBT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jgo/JokiBKM17,
author = {Kaisa Joki and
Adil M. Bagirov and
Napsu Karmitsa and
Marko M. M{\"{a}}kel{\"{a}}},
title = {A proximal bundle method for nonsmooth {DC} optimization utilizing
nonconvex cutting planes},
journal = {J. Glob. Optim.},
volume = {68},
number = {3},
pages = {501--535},
year = {2017},
url = {https://doi.org/10.1007/s10898-016-0488-3},
doi = {10.1007/S10898-016-0488-3},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jgo/JokiBKM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/SeifollahiBLG17,
author = {Sattar Seifollahi and
Adil M. Bagirov and
Robert Layton and
Iqbal Gondal},
title = {Optimization Based Clustering Algorithms for Authorship Analysis of
Phishing Emails},
journal = {Neural Process. Lett.},
volume = {46},
number = {2},
pages = {411--425},
year = {2017},
url = {https://doi.org/10.1007/s11063-017-9593-7},
doi = {10.1007/S11063-017-9593-7},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/SeifollahiBLG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ci/BagirovM16,
author = {Adil M. Bagirov and
Ehsan Mohebi},
title = {An Algorithm for Clustering Using \emph{L}\({}_{\mbox{1}}\)-Norm Based
on Hyperbolic Smoothing Technique},
journal = {Comput. Intell.},
volume = {32},
number = {3},
pages = {439--457},
year = {2016},
url = {https://doi.org/10.1111/coin.12062},
doi = {10.1111/COIN.12062},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ci/BagirovM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/MohebiB16,
author = {Ehsan Mohebi and
Adil M. Bagirov},
title = {Constrained Self Organizing Maps for Data Clusters Visualization},
journal = {Neural Process. Lett.},
volume = {43},
number = {3},
pages = {849--869},
year = {2016},
url = {https://doi.org/10.1007/s11063-015-9454-1},
doi = {10.1007/S11063-015-9454-1},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/MohebiB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/BagirovTU16,
author = {Adil M. Bagirov and
Sona Taheri and
Julien Ugon},
title = {Nonsmooth {DC} programming approach to the minimum sum-of-squares
clustering problems},
journal = {Pattern Recognit.},
volume = {53},
pages = {12--24},
year = {2016},
url = {https://doi.org/10.1016/j.patcog.2015.11.011},
doi = {10.1016/J.PATCOG.2015.11.011},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/BagirovTU16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aires/JelinekYSVB15,
author = {Herbert F. Jelinek and
Andrew Yatsko and
Andrew Stranieri and
Sitalakshmi Venkatraman and
Adil M. Bagirov},
title = {Diagnostic with incomplete nominal/discrete data},
journal = {Artif. Intell. Res.},
volume = {4},
number = {1},
pages = {22--35},
year = {2015},
url = {https://doi.org/10.5430/air.v4n1p22},
doi = {10.5430/AIR.V4N1P22},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aires/JelinekYSVB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/coap/BagirovOOX15,
author = {Adil M. Bagirov and
Burak Ordin and
G{\"{u}}rkan {\"{O}}zt{\"{u}}rk and
Adilson Elias Xavier},
title = {An incremental clustering algorithm based on hyperbolic smoothing},
journal = {Comput. Optim. Appl.},
volume = {61},
number = {1},
pages = {219--241},
year = {2015},
url = {https://doi.org/10.1007/s10589-014-9711-7},
doi = {10.1007/S10589-014-9711-7},
timestamp = {Mon, 17 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/coap/BagirovOOX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jetai/MohebiB15,
author = {Ehsan Mohebi and
Adil M. Bagirov},
title = {Modified self-organising maps with a new topology and initialisation
algorithm},
journal = {J. Exp. Theor. Artif. Intell.},
volume = {27},
number = {3},
pages = {351--372},
year = {2015},
url = {https://doi.org/10.1080/0952813X.2014.954278},
doi = {10.1080/0952813X.2014.954278},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jetai/MohebiB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jgo/FerrerBB15,
author = {Alberto Ferrer and
Adil M. Bagirov and
Gleb Beliakov},
title = {Solving {DC} programs using the cutting angle method},
journal = {J. Glob. Optim.},
volume = {61},
number = {1},
pages = {71--89},
year = {2015},
url = {https://doi.org/10.1007/s10898-014-0159-1},
doi = {10.1007/S10898-014-0159-1},
timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jgo/FerrerBB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jgo/OrdinB15,
author = {Burak Ordin and
Adil M. Bagirov},
title = {A heuristic algorithm for solving the minimum sum-of-squares clustering
problems},
journal = {J. Glob. Optim.},
volume = {61},
number = {2},
pages = {341--361},
year = {2015},
url = {https://doi.org/10.1007/s10898-014-0171-5},
doi = {10.1007/S10898-014-0171-5},
timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jgo/OrdinB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jota/BagirovUM15,
author = {Adil M. Bagirov and
Julien Ugon and
Hijran G. Mirzayeva},
title = {Nonsmooth Optimization Algorithm for Solving Clusterwise Linear Regression
Problems},
journal = {J. Optim. Theory Appl.},
volume = {164},
number = {3},
pages = {755--780},
year = {2015},
url = {https://doi.org/10.1007/s10957-014-0566-y},
doi = {10.1007/S10957-014-0566-Y},
timestamp = {Tue, 07 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jota/BagirovUM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/OzturkBK15,
author = {G{\"{u}}rkan {\"{O}}zt{\"{u}}rk and
Adil M. Bagirov and
Refail Kasimbeyli},
title = {An incremental piecewise linear classifier based on polyhedral conic
separation},
journal = {Mach. Learn.},
volume = {101},
number = {1-3},
pages = {397--413},
year = {2015},
url = {https://doi.org/10.1007/s10994-014-5449-9},
doi = {10.1007/S10994-014-5449-9},
timestamp = {Mon, 17 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/OzturkBK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ol/BagirovUM15,
author = {Adil M. Bagirov and
Julien Ugon and
Hijran G. Mirzayeva},
title = {An algorithm for clusterwise linear regression based on smoothing
techniques},
journal = {Optim. Lett.},
volume = {9},
number = {2},
pages = {375--390},
year = {2015},
url = {https://doi.org/10.1007/s11590-014-0749-3},
doi = {10.1007/S11590-014-0749-3},
timestamp = {Fri, 03 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ol/BagirovUM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcam/TorBK14,
author = {Ali Hakan Tor and
Adil M. Bagirov and
B{\"{u}}lent Karas{\"{o}}zen},
title = {Aggregate codifferential method for nonsmooth {DC} optimization},
journal = {J. Comput. Appl. Math.},
volume = {259},
pages = {851--867},
year = {2014},
url = {https://doi.org/10.1016/j.cam.2013.08.010},
doi = {10.1016/J.CAM.2013.08.010},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcam/TorBK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jgo/BagirovMW14,
author = {Adil M. Bagirov and
Kaisa Miettinen and
Gerhard{-}Wilhelm Weber},
title = {Preface of the special issue {OR:} connecting sciences supported by
global optimization related to the 25th European conference on operational
research {(EURO} {XXV} 2012)},
journal = {J. Glob. Optim.},
volume = {60},
number = {1},
pages = {1--3},
year = {2014},
url = {https://doi.org/10.1007/s10898-014-0216-9},
doi = {10.1007/S10898-014-0216-9},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jgo/BagirovMW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/MohebiB14,
author = {Ehsan Mohebi and
Adil M. Bagirov},
title = {A convolutional recursive modified Self Organizing Map for handwritten
digits recognition},
journal = {Neural Networks},
volume = {60},
pages = {104--118},
year = {2014},
url = {https://doi.org/10.1016/j.neunet.2014.08.001},
doi = {10.1016/J.NEUNET.2014.08.001},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/MohebiB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sgai/MohebiB14,
author = {Ehsan Mohebi and
Adil M. Bagirov},
editor = {Max Bramer and
Miltos Petridis},
title = {CR-Modified {SOM} to the Problem of Handwritten Digits Recognition},
booktitle = {Research and Development in Intelligent Systems XXXI, Incorporating
Applications and Innovations in Intelligent Systems {XXII.} Proceedings
of AI-2014, The Thirty-fourth {SGAI} International Conference on Innovative
Techniques and Applications of Artificial Intelligence, Cambridge,
UK, December 9-11, 2014},
pages = {225--238},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-12069-0\_17},
doi = {10.1007/978-3-319-12069-0\_17},
timestamp = {Mon, 03 Jul 2017 13:54:41 +0200},
biburl = {https://dblp.org/rec/conf/sgai/MohebiB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/BagirovUM13,
author = {Adil M. Bagirov and
Julien Ugon and
Hijran G. Mirzayeva},
title = {Nonsmooth nonconvex optimization approach to clusterwise linear regression
problems},
journal = {Eur. J. Oper. Res.},
volume = {229},
number = {1},
pages = {132--142},
year = {2013},
url = {https://doi.org/10.1016/j.ejor.2013.02.059},
doi = {10.1016/J.EJOR.2013.02.059},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/BagirovUM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jota/BagirovJKNS13,
author = {Adil M. Bagirov and
L. Jin and
Napsu Karmitsa and
A. Al Nuaimat and
Napsu Sultanova},
title = {Subgradient Method for Nonconvex Nonsmooth Optimization},
journal = {J. Optim. Theory Appl.},
volume = {157},
number = {2},
pages = {416--435},
year = {2013},
url = {https://doi.org/10.1007/s10957-012-0167-6},
doi = {10.1007/S10957-012-0167-6},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jota/BagirovJKNS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mcm/BagirovBMNASY13,
author = {Adil M. Bagirov and
A. F. Barton and
H. Mala{-}Jetmarova and
A. Al Nuaimat and
S. T. Ahmed and
Napsu Sultanova and
John Yearwood},
title = {An algorithm for minimization of pumping costs in water distribution
systems using a novel approach to pump scheduling},
journal = {Math. Comput. Model.},
volume = {57},
number = {3-4},
pages = {873--886},
year = {2013},
url = {https://doi.org/10.1016/j.mcm.2012.09.015},
doi = {10.1016/J.MCM.2012.09.015},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mcm/BagirovBMNASY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/KarmitsaBM12,
author = {N. M. S. Karmitsa and
Adil M. Bagirov and
Marko M. M{\"{a}}kel{\"{a}}},
title = {Comparing different nonsmooth minimization methods and software},
journal = {Optim. Methods Softw.},
volume = {27},
number = {1},
pages = {131--153},
year = {2012},
url = {https://doi.org/10.1080/10556788.2010.526116},
doi = {10.1080/10556788.2010.526116},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/oms/KarmitsaBM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/is/BagirovUW11,
author = {Adil M. Bagirov and
Julien Ugon and
Dean Webb},
title = {An efficient algorithm for the incremental construction of a piecewise
linear classifier},
journal = {Inf. Syst.},
volume = {36},
number = {4},
pages = {782--790},
year = {2011},
url = {https://doi.org/10.1016/j.is.2010.12.002},
doi = {10.1016/J.IS.2010.12.002},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/is/BagirovUW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jgo/BagirovU11,
author = {Adil M. Bagirov and
Julien Ugon},
title = {Codifferential method for minimizing nonsmooth {DC} functions},
journal = {J. Glob. Optim.},
volume = {50},
number = {1},
pages = {3--22},
year = {2011},
url = {https://doi.org/10.1007/s10898-010-9569-x},
doi = {10.1007/S10898-010-9569-X},
timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jgo/BagirovU11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/BagirovUWK11,
author = {Adil M. Bagirov and
Julien Ugon and
Dean Webb and
B{\"{u}}lent Karas{\"{o}}zen},
title = {Classification through incremental max-min separability},
journal = {Pattern Anal. Appl.},
volume = {14},
number = {2},
pages = {165--174},
year = {2011},
url = {https://doi.org/10.1007/s10044-010-0191-9},
doi = {10.1007/S10044-010-0191-9},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/paa/BagirovUWK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/BagirovUW11,
author = {Adil M. Bagirov and
Julien Ugon and
Dean Webb},
title = {Fast modified global k-means algorithm for incremental cluster construction},
journal = {Pattern Recognit.},
volume = {44},
number = {4},
pages = {866--876},
year = {2011},
url = {https://doi.org/10.1016/j.patcog.2010.10.018},
doi = {10.1016/J.PATCOG.2010.10.018},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/BagirovUW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausdm/BagirovYSJ11,
author = {Adil M. Bagirov and
Andrew Yatsko and
Andrew Stranieri and
Herbert F. Jelinek},
editor = {Peter Vamplew and
Andrew Stranieri and
Kok{-}Leong Ong and
Peter Christen and
Paul J. Kennedy},
title = {Feature Selection using Misclassification Counts},
booktitle = {Ninth Australasian Data Mining Conference, AusDM 2011, Ballarat, Australia,
December 2011},
series = {{CRPIT}},
volume = {121},
pages = {51--62},
publisher = {Australian Computer Society},
year = {2011},
url = {http://crpit.scem.westernsydney.edu.au/abstracts/CRPITV121Bagirov.html},
timestamp = {Mon, 26 Aug 2019 17:10:13 +0200},
biburl = {https://dblp.org/rec/conf/ausdm/BagirovYSJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausdm/TaheriMB11,
author = {Sona Taheri and
Musa Mammadov and
Adil M. Bagirov},
editor = {Peter Vamplew and
Andrew Stranieri and
Kok{-}Leong Ong and
Peter Christen and
Paul J. Kennedy},
title = {Improving Naive Bayes Classifier Using Conditional Probabilities},
booktitle = {Ninth Australasian Data Mining Conference, AusDM 2011, Ballarat, Australia,
December 2011},
series = {{CRPIT}},
volume = {121},
pages = {63--68},
publisher = {Australian Computer Society},
year = {2011},
url = {http://crpit.scem.westernsydney.edu.au/abstracts/CRPITV121Taheri.html},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausdm/TaheriMB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausdm/YearwoodBS11,
author = {John Yearwood and
Adil M. Bagirov and
Sattar Seifollahi},
editor = {Peter Vamplew and
Andrew Stranieri and
Kok{-}Leong Ong and
Peter Christen and
Paul J. Kennedy},
title = {A novel hybrid neural learning algorithm using simulated annealing
and quasisecant method},
booktitle = {Ninth Australasian Data Mining Conference, AusDM 2011, Ballarat, Australia,
December 2011},
series = {{CRPIT}},
volume = {121},
pages = {205--210},
publisher = {Australian Computer Society},
year = {2011},
url = {http://crpit.scem.westernsydney.edu.au/abstracts/CRPITV121Yearwood.html},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausdm/YearwoodBS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/coap/BagirovCK10,
author = {Adil M. Bagirov and
Conny Clausen and
Michael Kohler},
title = {An algorithm for the estimation of a regression function by continuous
piecewise linear functions},
journal = {Comput. Optim. Appl.},
volume = {45},
number = {1},
pages = {159--179},
year = {2010},
url = {https://doi.org/10.1007/s10589-008-9174-9},
doi = {10.1007/S10589-008-9174-9},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/coap/BagirovCK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/BagirovG10,
author = {Adil M. Bagirov and
Asef Nazari Ganjehlou},
title = {A quasisecant method for minimizing nonsmooth functions},
journal = {Optim. Methods Softw.},
volume = {25},
number = {1},
pages = {3--18},
year = {2010},
url = {https://doi.org/10.1080/10556780903151565},
doi = {10.1080/10556780903151565},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/oms/BagirovG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/BagirovCK10,
author = {Adil M. Bagirov and
Conny Clausen and
Michael Kohler},
title = {An L2-boosting algorithm for estimation of a regression function},
journal = {{IEEE} Trans. Inf. Theory},
volume = {56},
number = {3},
pages = {1417--1429},
year = {2010},
url = {https://doi.org/10.1109/TIT.2009.2039161},
doi = {10.1109/TIT.2009.2039161},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/BagirovCK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/BagirovCK09,
author = {Adil M. Bagirov and
Conny Clausen and
Michael Kohler},
title = {Estimation of a Regression Function by Maxima of Minima of Linear
Functions},
journal = {{IEEE} Trans. Inf. Theory},
volume = {55},
number = {2},
pages = {833--845},
year = {2009},
url = {https://doi.org/10.1109/TIT.2008.2009835},
doi = {10.1109/TIT.2008.2009835},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/BagirovCK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/opt/Bagirov09,
author = {Adil M. Bagirov},
editor = {Christodoulos A. Floudas and
Panos M. Pardalos},
title = {Continuous Approximations to Subdifferentials},
booktitle = {Encyclopedia of Optimization, Second Edition},
pages = {475--482},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-0-387-74759-0\_87},
doi = {10.1007/978-0-387-74759-0\_87},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/opt/Bagirov09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/opt/Bagirov09a,
author = {Adil M. Bagirov},
editor = {Christodoulos A. Floudas and
Panos M. Pardalos},
title = {Derivative-Free Methods for Non-smooth Optimization},
booktitle = {Encyclopedia of Optimization, Second Edition},
pages = {648--655},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-0-387-74759-0\_117},
doi = {10.1007/978-0-387-74759-0\_117},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/opt/Bagirov09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/opt/BagirovB09,
author = {Adil M. Bagirov and
Gleb Beliakov},
editor = {Christodoulos A. Floudas and
Panos M. Pardalos},
title = {Global Optimization: Cutting Angle Method},
booktitle = {Encyclopedia of Optimization, Second Edition},
pages = {1304--1311},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-0-387-74759-0\_229},
doi = {10.1007/978-0-387-74759-0\_229},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/opt/BagirovB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/opt/Bagirov09b,
author = {Adil M. Bagirov},
editor = {Christodoulos A. Floudas and
Panos M. Pardalos},
title = {Nonsmooth Optimization Approach to Clustering},
booktitle = {Encyclopedia of Optimization, Second Edition},
pages = {2664--2671},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-0-387-74759-0\_460},
doi = {10.1007/978-0-387-74759-0\_460},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/opt/Bagirov09b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mmor/BagirovG08,
author = {Adil M. Bagirov and
Asef Nazari Ganjehlou},
title = {An approximate subgradient algorithm for unconstrained nonsmooth,
nonconvex optimization},
journal = {Math. Methods Oper. Res.},
volume = {67},
number = {2},
pages = {187--206},
year = {2008},
url = {https://doi.org/10.1007/s00186-007-0186-5},
doi = {10.1007/S00186-007-0186-5},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mmor/BagirovG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/Bagirov08,
author = {Adil M. Bagirov},
title = {Modified global k-means algorithm for minimum sum-of-squares clustering
problems},
journal = {Pattern Recognit.},
volume = {41},
number = {10},
pages = {3192--3199},
year = {2008},
url = {https://doi.org/10.1016/j.patcog.2008.04.004},
doi = {10.1016/J.PATCOG.2008.04.004},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/Bagirov08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ACISicis/HartYB07,
author = {Sol Hart and
John Yearwood and
Adil M. Bagirov},
title = {Visual Tools for Analysing Evolution, Emergence, and Error in Data
Streams},
booktitle = {6th Annual {IEEE/ACIS} International Conference on Computer and Information
Science {(ICIS} 2007), 11-13 July 2007, Melbourne, Australia},
pages = {987--992},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICIS.2007.194},
doi = {10.1109/ICIS.2007.194},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ACISicis/HartYB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/BagirovY06,
author = {Adil M. Bagirov and
John Yearwood},
title = {A new nonsmooth optimization algorithm for minimum sum-of-squares
clustering problems},
journal = {Eur. J. Oper. Res.},
volume = {170},
number = {2},
pages = {578--596},
year = {2006},
url = {https://doi.org/10.1016/j.ejor.2004.06.014},
doi = {10.1016/J.EJOR.2004.06.014},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/BagirovY06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijns/GhoshYGB06,
author = {Ranadhir Ghosh and
John Yearwood and
Moumita Ghosh and
Adil M. Bagirov},
title = {A Hybrid Neural Learning Algorithm Using Evolutionary Learning and
Derivative Free Local Search Method},
journal = {Int. J. Neural Syst.},
volume = {16},
number = {3},
pages = {201--214},
year = {2006},
url = {https://doi.org/10.1142/S0129065706000615},
doi = {10.1142/S0129065706000615},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijns/GhoshYGB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jgo/BagirovU06,
author = {Adil M. Bagirov and
Julien Ugon},
title = {Piecewise Partially Separable Functions and a Derivative-free Algorithm
for Large Scale Nonsmooth Optimization},
journal = {J. Glob. Optim.},
volume = {35},
number = {2},
pages = {163--195},
year = {2006},
url = {https://doi.org/10.1007/s10898-005-3834-4},
doi = {10.1007/S10898-005-3834-4},
timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jgo/BagirovU06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/GhoshGB06,
author = {Ranadhir Ghosh and
Moumita Ghosh and
Adil M. Bagirov},
editor = {Petra Perner},
title = {Derivative Free Stochastic Discrete Gradient Method with Adaptive
Mutation},
booktitle = {Advances in Data Mining, Applications in Medicine, Web Mining, Marketing,
Image and Signal Mining, 6th Industrial Conference on Data Mining,
{ICDM} 2006, Leipzig, Germany, July 14-15, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4065},
pages = {264--278},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11790853\_21},
doi = {10.1007/11790853\_21},
timestamp = {Tue, 22 Feb 2022 10:29:40 +0100},
biburl = {https://dblp.org/rec/conf/incdm/GhoshGB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jgo/BagirovRZ05,
author = {Adil M. Bagirov and
Alexander M. Rubinov and
Jiapu Zhang},
title = {Local Optimization Method with Global Multidimensional Search},
journal = {J. Glob. Optim.},
volume = {32},
number = {2},
pages = {161--179},
year = {2005},
url = {https://doi.org/10.1007/s10898-004-2700-0},
doi = {10.1007/S10898-004-2700-0},
timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jgo/BagirovRZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmis/ChurilovBSSD05,
author = {Leonid Churilov and
Adil M. Bagirov and
Daniel Schwartz and
Kate A. Smith and
Michael Dally},
title = {Data Mining with Combined Use of Optimization Techniques and Self-Organizing
Maps for Improving Risk Grouping Rules: Application to Prostate Cancer
Patients},
journal = {J. Manag. Inf. Syst.},
volume = {21},
number = {4},
pages = {85--100},
year = {2005},
url = {https://doi.org/10.1080/07421222.2005.11045826},
doi = {10.1080/07421222.2005.11045826},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmis/ChurilovBSSD05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/Bagirov05,
author = {Adil M. Bagirov},
title = {Max-min separability},
journal = {Optim. Methods Softw.},
volume = {20},
number = {2-3},
pages = {277--296},
year = {2005},
url = {https://doi.org/10.1080/10556780512331318263},
doi = {10.1080/10556780512331318263},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/oms/Bagirov05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aia/GhoshYGB05,
author = {Ranadhir Ghosh and
John Yearwood and
Moumita Ghosh and
Adil M. Bagirov},
editor = {M. H. Hamza},
title = {Fusion Strategies for Neural Learning Algorithms using Evolutionary
and Discrete Gradient Approaches},
booktitle = {{IASTED} International Conference on Artificial Intelligence and Applications,
part of the 23rd Multi-Conference on Applied Informatics, Innsbruck,
Austria, February 14-16, 2005},
pages = {761--766},
publisher = {{IASTED/ACTA} Press},
year = {2005},
timestamp = {Mon, 17 Oct 2005 14:07:48 +0200},
biburl = {https://dblp.org/rec/conf/aia/GhoshYGB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/GhoshGYB05,
author = {Ranadhir Ghosh and
Moumita Ghosh and
John Yearwood and
Adil M. Bagirov},
editor = {Petra Perner and
Atsushi Imiya},
title = {Comparative Analysis of Genetic Algorithm, Simulated Annealing and
Cutting Angle Method for Artificial Neural Networks},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, 4th International
Conference, {MLDM} 2005, Leipzig, Germany, July 9-11, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3587},
pages = {62--70},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11510888\_7},
doi = {10.1007/11510888\_7},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mldm/GhoshGYB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/GhoshGYB05a,
author = {Ranadhir Ghosh and
Moumita Ghosh and
John Yearwood and
Adil M. Bagirov},
editor = {Petra Perner and
Atsushi Imiya},
title = {Determining Regularization Parameters for Derivative Free Neural Learning},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, 4th International
Conference, {MLDM} 2005, Leipzig, Germany, July 9-11, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3587},
pages = {71--79},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11510888\_8},
doi = {10.1007/11510888\_8},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mldm/GhoshGYB05a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/ChurilovBSSD04,
author = {Leonid Churilov and
Adil M. Bagirov and
Daniel Schwartz and
Kate A. Smith and
Michael Dally},
title = {Improving Risk Grouping Rules for Prostate Cancer Patients with Optimization},
booktitle = {37th Hawaii International Conference on System Sciences {(HICSS-37}
2004), {CD-ROM} / Abstracts Proceedings, 5-8 January 2004, Big Island,
HI, {USA}},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/HICSS.2004.1265355},
doi = {10.1109/HICSS.2004.1265355},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hicss/ChurilovBSSD04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/BagirovFISY03,
author = {Adil M. Bagirov and
Brent Ferguson and
Sasha Ivkovic and
G. Saunders and
John Yearwood},
title = {New algorithms for multi-class cancer diagnosis using tumor gene expression
signatures},
journal = {Bioinform.},
volume = {19},
number = {14},
pages = {1800--1807},
year = {2003},
url = {https://doi.org/10.1093/bioinformatics/btg238},
doi = {10.1093/BIOINFORMATICS/BTG238},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/BagirovFISY03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jgo/BagirovR03,
author = {Adil M. Bagirov and
Alexander M. Rubinov},
title = {Cutting Angle Method and a Local Search},
journal = {J. Glob. Optim.},
volume = {27},
number = {2-3},
pages = {193--213},
year = {2003},
url = {https://doi.org/10.1023/A:1024858200805},
doi = {10.1023/A:1024858200805},
timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jgo/BagirovR03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/AbbassBZ03,
author = {Hussein A. Abbass and
Adil M. Bagirov and
Jiapu Zhang},
title = {The discrete gradient evolutionary strategy method for global optimization},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2003, Canberra, Australia, December 8-12, 2003},
pages = {435--442},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/CEC.2003.1299608},
doi = {10.1109/CEC.2003.1299608},
timestamp = {Thu, 16 Dec 2021 11:43:24 +0100},
biburl = {https://dblp.org/rec/conf/cec/AbbassBZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/BagirovC03,
author = {Adil M. Bagirov and
Leonid Churilov},
editor = {Peter M. A. Sloot and
David Abramson and
Alexander V. Bogdanov and
Jack J. Dongarra and
Albert Y. Zomaya and
Yuri E. Gorbachev},
title = {An Optimization-Based Approach to Patient Grouping for Acute Healthcare
in Australia},
booktitle = {Computational Science - {ICCS} 2003, International Conference, Melbourne,
Australia and St. Petersburg, Russia, June 2-4, 2003. Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {2659},
pages = {20--29},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44863-2\_3},
doi = {10.1007/3-540-44863-2\_3},
timestamp = {Tue, 20 Jun 2023 16:27:45 +0200},
biburl = {https://dblp.org/rec/conf/iccS/BagirovC03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/BeliakovTB03,
author = {Gleb Beliakov and
J. E. Monsalve Tobon and
Adil M. Bagirov},
editor = {Peter M. A. Sloot and
David Abramson and
Alexander V. Bogdanov and
Jack J. Dongarra and
Albert Y. Zomaya and
Yuri E. Gorbachev},
title = {Parallelization of the Discrete Gradient Method of Non-smooth Optimization
and Its Applications},
booktitle = {Computational Science - {ICCS} 2003, International Conference, Melbourne,
Australia and St. Petersburg, Russia, June 2-4, 2003. Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {2659},
pages = {592--601},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44863-2\_58},
doi = {10.1007/3-540-44863-2\_58},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/BeliakovTB03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jgo/DemyanovBR02,
author = {Vladimir F. Demyanov and
Adil M. Bagirov and
Alexander M. Rubinov},
title = {A method of truncated codifferential with application to some problems
of cluster analysis},
journal = {J. Glob. Optim.},
volume = {23},
number = {1},
pages = {63--80},
year = {2002},
url = {https://doi.org/10.1023/A:1014075113874},
doi = {10.1023/A:1014075113874},
timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jgo/DemyanovBR02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/Bagirov02,
author = {Adil M. Bagirov},
title = {A Method for Minimization of Quasidifferentiable Functions},
journal = {Optim. Methods Softw.},
volume = {17},
number = {1},
pages = {31--60},
year = {2002},
url = {https://doi.org/10.1080/10556780290027837},
doi = {10.1080/10556780290027837},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/oms/Bagirov02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/RubinovYB02,
author = {Alex M. Rubinov and
X. Q. Yang and
Adil M. Bagirov},
title = {Penalty functions with a small penalty parameter},
journal = {Optim. Methods Softw.},
volume = {17},
number = {5},
pages = {931--964},
year = {2002},
url = {https://doi.org/10.1080/1055678021000066058},
doi = {10.1080/1055678021000066058},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/oms/RubinovYB02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jgo/BagirovR01,
author = {Adil M. Bagirov and
Alexander M. Rubinov},
title = {Global Optimization of Marginal Functions with Applications to Economic
Equilibrium},
journal = {J. Glob. Optim.},
volume = {20},
number = {3-4},
pages = {215--237},
year = {2001},
url = {https://doi.org/10.1023/A:1017949601615},
doi = {10.1023/A:1017949601615},
timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jgo/BagirovR01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/BagirovRYS01,
author = {Adil M. Bagirov and
Alexander M. Rubinov and
John Yearwood and
Andrew Stranieri},
title = {A Global Optimization Approach to Classification in Medical Diagnosis
and Prognosis},
booktitle = {34th Annual Hawaii International Conference on System Sciences (HICSS-34),
January 3-6, 2001, Maui, Hawaii, {USA}},
publisher = {{IEEE} Computer Society},
year = {2001},
url = {https://doi.org/10.1109/HICSS.2001.926571},
doi = {10.1109/HICSS.2001.926571},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hicss/BagirovRYS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/anor/BagirovR00,
author = {Adil M. Bagirov and
Alexander M. Rubinov},
title = {Global Minimization of Increasing Positively Homogeneous Functions
over the Unit Simplex},
journal = {Ann. Oper. Res.},
volume = {98},
number = {1-4},
pages = {171--187},
year = {2000},
url = {https://doi.org/10.1023/A\%3A1019204407420},
doi = {10.1023/A\%3A1019204407420},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/anor/BagirovR00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
