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@article{DBLP:journals/mta/LaxmisagarH23,
  author       = {H. S. Laxmisagar and
                  M. C. Hanumantharaju},
  title        = {{FPGA} implementation of breast cancer detection using {SVM} linear
                  classifier},
  journal      = {Multim. Tools Appl.},
  volume       = {82},
  number       = {26},
  pages        = {41105--41128},
  year         = {2023},
  url          = {https://doi.org/10.1007/s11042-023-15121-6},
  doi          = {10.1007/S11042-023-15121-6},
  timestamp    = {Wed, 08 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/mta/LaxmisagarH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/fss/YangOYPF21,
  author       = {Cheng Yang and
                  Sung{-}Kwun Oh and
                  Bo Yang and
                  Witold Pedrycz and
                  Zunwei Fu},
  title        = {Fuzzy quasi-linear {SVM} classifier: Design and analysis},
  journal      = {Fuzzy Sets Syst.},
  volume       = {413},
  pages        = {42--63},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.fss.2020.05.010},
  doi          = {10.1016/J.FSS.2020.05.010},
  timestamp    = {Wed, 13 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fss/YangOYPF21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijimai/GuptaGJ21,
  author       = {Akansha Gupta and
                  Kamal Kumar Ghanshala and
                  Ramesh C. Joshi},
  title        = {Machine Learning Classifier Approach with Gaussian Process, Ensemble
                  boosted Trees, SVM, and Linear Regression for 5G Signal Coverage Mapping},
  journal      = {Int. J. Interact. Multim. Artif. Intell.},
  volume       = {6},
  number       = {6},
  pages        = {156--163},
  year         = {2021},
  url          = {https://doi.org/10.9781/ijimai.2021.03.004},
  doi          = {10.9781/IJIMAI.2021.03.004},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijimai/GuptaGJ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jifs/FangCCZW21,
  author       = {Haifeng Fang and
                  Jin Cao and
                  Lihua Cai and
                  Ta Zhou and
                  MingQiang Wang},
  title        = {The recognition of plastic bottle using linear multi hierarchical
                  {SVM} classifier},
  journal      = {J. Intell. Fuzzy Syst.},
  volume       = {40},
  number       = {6},
  pages        = {11509--11522},
  year         = {2021},
  url          = {https://doi.org/10.3233/JIFS-202729},
  doi          = {10.3233/JIFS-202729},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jifs/FangCCZW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ejivp/JemildaB20,
  author       = {G. Jemilda and
                  S. Baulkani},
  title        = {Integration of new moving object segmentation and classification techniques
                  using optimal salp swarm-based feature fusion with linear multi k-SVM
                  classifier},
  journal      = {{EURASIP} J. Image Video Process.},
  volume       = {2020},
  number       = {1},
  pages        = {20},
  year         = {2020},
  url          = {https://doi.org/10.1186/s13640-020-00511-9},
  doi          = {10.1186/S13640-020-00511-9},
  timestamp    = {Thu, 01 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ejivp/JemildaB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijccc/NazihHEAF19,
  author       = {Waleed Nazih and
                  Yasser Hifny and
                  Wail Elkilani and
                  Tamer Abdelkader and
                  Hossam El Deen Mostafa Faheem},
  title        = {Efficient Detection of Attacks in {SIP} Based VoIP Networks Using
                  Linear l1-SVM Classifier},
  journal      = {Int. J. Comput. Commun. Control},
  volume       = {14},
  number       = {4},
  pages        = {518--529},
  year         = {2019},
  url          = {https://doi.org/10.15837/ijccc.2019.4.3563},
  doi          = {10.15837/IJCCC.2019.4.3563},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijccc/NazihHEAF19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jucs/BurdukB19,
  author       = {Robert Burduk and
                  Jedrzej Biedrzycki},
  title        = {Integration and Selection of Linear {SVM} Classifiers in Geometric
                  Space},
  journal      = {J. Univers. Comput. Sci.},
  volume       = {25},
  number       = {6},
  pages        = {718--730},
  year         = {2019},
  url          = {http://www.jucs.org/jucs\_25\_6/integration\_and\_selection\_of},
  timestamp    = {Wed, 17 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jucs/BurdukB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ip-c/BurdukB18,
  author       = {Robert Burduk and
                  Jedrzej Biedrzycki},
  editor       = {Michal Choras and
                  Ryszard S. Choras},
  title        = {Integration of Linear {SVM} Classifiers in Geometric Space Using the
                  Median},
  booktitle    = {Image Processing and Communications Challenges 10 - 10th International
                  Conference, IP{\&}C'2018, Bydgoszcz, Poland, 14-16 November 2018,
                  Proceedings},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {892},
  pages        = {30--36},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-03658-4\_4},
  doi          = {10.1007/978-3-030-03658-4\_4},
  timestamp    = {Wed, 18 Sep 2019 12:42:31 +0200},
  biburl       = {https://dblp.org/rec/conf/ip-c/BurdukB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/newcas/EgilaAS18,
  author       = {Mohamed G. Egila and
                  Elie Bou Assi and
                  Mohamad Sawan},
  title        = {Non-Linear Sequential {SVM} Classifier of Epileptic Seizures},
  booktitle    = {16th {IEEE} International New Circuits and Systems Conference, {NEWCAS}
                  2018, Montr{\'{e}}al, QC, Canada, June 24-27, 2018},
  pages        = {300--305},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/NEWCAS.2018.8585693},
  doi          = {10.1109/NEWCAS.2018.8585693},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/newcas/EgilaAS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pais/SebaiK18,
  author       = {Houria Sebai and
                  Assia Kourgli},
  editor       = {Mohamed Amroune and
                  Makhlouf Derdour and
                  Ahmed Ahmim},
  title        = {Improving high-resolution satellite images retrieval using Linear
                  {SVM} classifier and data augmentation},
  booktitle    = {2018 3rd International Conference on Pattern Analysis and Intelligent
                  Systems (PAIS), Tebessa, Algeria, October 24-25, 2018},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/PAIS.2018.8598536},
  doi          = {10.1109/PAIS.2018.8598536},
  timestamp    = {Wed, 16 Oct 2019 14:14:55 +0200},
  biburl       = {https://dblp.org/rec/conf/pais/SebaiK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iwdw/ZhuGZ14,
  author       = {Jie Zhu and
                  Qingxiao Guan and
                  Xianfeng Zhao},
  editor       = {Yun{-}Qing Shi and
                  Hyoung{-}Joong Kim and
                  Fernando P{\'{e}}rez{-}Gonz{\'{a}}lez and
                  Ching{-}Nung Yang},
  title        = {Multi-class {JPEG} Image Steganalysis by Ensemble Linear {SVM} Classifier},
  booktitle    = {Digital-Forensics and Watermarking - 13th International Workshop,
                  {IWDW} 2014, Taipei, Taiwan, October 1-4, 2014. Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {9023},
  pages        = {470--484},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-19321-2\_36},
  doi          = {10.1007/978-3-319-19321-2\_36},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iwdw/ZhuGZ14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iceis/DanenasG12,
  author       = {Paulius Danenas and
                  Gintautas Garsva},
  editor       = {Leszek A. Maciaszek and
                  Alfredo Cuzzocrea and
                  Jos{\'{e}} Cordeiro},
  title        = {PSO-based Linear {SVM} Classifier Selection for Credit Risk Evaluation
                  Modeling Process},
  booktitle    = {{ICEIS} 2012 - Proceedings of the 14th International Conference on
                  Enterprise Information Systems, Volume 1, Wroclaw, Poland, 28 June
                  - 1 July, 2012},
  pages        = {338--341},
  publisher    = {SciTePress},
  year         = {2012},
  timestamp    = {Tue, 21 Aug 2012 14:00:46 +0200},
  biburl       = {https://dblp.org/rec/conf/iceis/DanenasG12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:journals/procedia/DanenasG12,
  author       = {Paulius Danenas and
                  Gintautas Garsva},
  editor       = {Hesham H. Ali and
                  Yong Shi and
                  Deepak Khazanchi and
                  Michael Lees and
                  G. Dick van Albada and
                  Jack J. Dongarra and
                  Peter M. A. Sloot},
  title        = {Credit risk evaluation modeling using evolutionary linear {SVM} classifiers
                  and sliding window approach},
  booktitle    = {Proceedings of the International Conference on Computational Science,
                  {ICCS} 2012, Omaha, Nebraska, USA, 4-6 June, 2012},
  series       = {Procedia Computer Science},
  volume       = {9},
  pages        = {1324--1333},
  publisher    = {Elsevier},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.procs.2012.04.145},
  doi          = {10.1016/J.PROCS.2012.04.145},
  timestamp    = {Thu, 08 Jul 2021 16:04:01 +0200},
  biburl       = {https://dblp.org/rec/journals/procedia/DanenasG12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jiis/WieczorkowskaK10,
  author       = {Alicja Wieczorkowska and
                  Elzbieta Kubera},
  title        = {Identification of a dominating instrument in polytimbral same-pitch
                  mixes using {SVM} classifiers with non-linear kernel},
  journal      = {J. Intell. Inf. Syst.},
  volume       = {34},
  number       = {3},
  pages        = {275--303},
  year         = {2010},
  url          = {https://doi.org/10.1007/s10844-009-0098-3},
  doi          = {10.1007/S10844-009-0098-3},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jiis/WieczorkowskaK10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/kdd/FormanSR09,
  author       = {George Forman and
                  Martin Scholz and
                  Shyamsundar Rajaram},
  editor       = {John F. Elder IV and
                  Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
                  Peter A. Flach and
                  Mohammed Javeed Zaki},
  title        = {Feature shaping for linear {SVM} classifiers},
  booktitle    = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery and Data Mining, Paris, France, June 28 - July
                  1, 2009},
  pages        = {299--308},
  publisher    = {{ACM}},
  year         = {2009},
  url          = {https://doi.org/10.1145/1557019.1557057},
  doi          = {10.1145/1557019.1557057},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/FormanSR09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cvpr/VatsaSRN08,
  author       = {Mayank Vatsa and
                  Richa Singh and
                  Arun Ross and
                  Afzel Noore},
  title        = {Likelihood ratio in a {SVM} framework: Fusing linear and non-linear
                  face classifiers},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  Workshops 2008, Anchorage, AK, USA, 23-28 June, 2008},
  pages        = {1--6},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/CVPRW.2008.4563103},
  doi          = {10.1109/CVPRW.2008.4563103},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/VatsaSRN08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ijcnn/PranckevicieneST07,
  author       = {Erinija Pranckeviciene and
                  Ray L. Somorjai and
                  Muoi N. Tran},
  title        = {Feature/Model Selection by the Linear Programming {SVM} Combined with
                  State-of-Art Classifiers: What Can We Learn About the Data},
  booktitle    = {Proceedings of the International Joint Conference on Neural Networks,
                  {IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,
                  USA, August 12-17, 2007},
  pages        = {1627--1632},
  publisher    = {{IEEE}},
  year         = {2007},
  url          = {https://doi.org/10.1109/IJCNN.2007.4371201},
  doi          = {10.1109/IJCNN.2007.4371201},
  timestamp    = {Wed, 16 Oct 2019 14:14:55 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/PranckevicieneST07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/neco/WuZ05,
  author       = {Qiang Wu and
                  Ding{-}Xuan Zhou},
  title        = {{SVM} Soft Margin Classifiers: Linear Programming versus Quadratic
                  Programming},
  journal      = {Neural Comput.},
  volume       = {17},
  number       = {5},
  pages        = {1160--1187},
  year         = {2005},
  url          = {https://doi.org/10.1162/0899766053491896},
  doi          = {10.1162/0899766053491896},
  timestamp    = {Tue, 01 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/neco/WuZ05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/isnn/LauerBBMA04,
  author       = {Fabien Lauer and
                  Mohamed Bentoumi and
                  G{\'{e}}rard Bloch and
                  Gilles Millerioux and
                  Patrice Aknin},
  editor       = {Fuliang Yin and
                  Jun Wang and
                  Chengan Guo},
  title        = {Ho-Kashyap with Early Stopping Versus Soft Margin {SVM} for Linear
                  Classifiers - An Application},
  booktitle    = {Advances in Neural Networks - {ISNN} 2004, International Symposium
                  on Neural Networks, Dalian, China, August 19-21, 2004, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {3173},
  pages        = {524--530},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-28647-9\_87},
  doi          = {10.1007/978-3-540-28647-9\_87},
  timestamp    = {Thu, 26 Sep 2019 16:40:33 +0200},
  biburl       = {https://dblp.org/rec/conf/isnn/LauerBBMA04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/HerbrichG00,
  author       = {Ralf Herbrich and
                  Thore Graepel},
  editor       = {Todd K. Leen and
                  Thomas G. Dietterich and
                  Volker Tresp},
  title        = {A PAC-Bayesian Margin Bound for Linear Classifiers: Why SVMs work},
  booktitle    = {Advances in Neural Information Processing Systems 13, Papers from
                  Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}},
  pages        = {224--230},
  publisher    = {{MIT} Press},
  year         = {2000},
  url          = {https://proceedings.neurips.cc/paper/2000/hash/06a15eb1c3836723b53e4abca8d9b879-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/HerbrichG00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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