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ORCIDBibTeX records: Murat Dundar
@article{DBLP:journals/corr/abs-2210-09554,
author = {Abida Sanjana Shemonti and
Emanuele Plebani and
Natalia P. Biscola and
Deborah M. Jaffey and
Leif A. Havton and
Janet R. Keast and
Alex Pothen and
Murat Dundar and
Terry L. Powley and
Bartek Rajwa},
title = {A novel statistical methodology for quantifying the spatial arrangements
of axons in peripheral nerves},
journal = {CoRR},
volume = {abs/2210.09554},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.09554},
doi = {10.48550/ARXIV.2210.09554},
eprinttype = {arXiv},
eprint = {2210.09554},
timestamp = {Tue, 25 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-09554.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-16485,
author = {Allison Irvine and
Tan Dang and
Murat Dundar and
Bartek Rajwa},
title = {{IM:} An R-Package for Computation of Image Moments and Moment Invariants},
journal = {CoRR},
volume = {abs/2210.16485},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.16485},
doi = {10.48550/ARXIV.2210.16485},
eprinttype = {arXiv},
eprint = {2210.16485},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-16485.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cisis/KaurUDBD21,
author = {Davinder Kaur and
Suleyman Uslu and
Arjan Durresi and
Sunil Badve and
Murat Dundar},
editor = {Leonard Barolli and
Kangbin Yim and
Tomoya Enokido},
title = {Trustworthy Explainability Acceptance: {A} New Metric to Measure the
Trustworthiness of Interpretable {AI} Medical Diagnostic Systems},
booktitle = {Complex, Intelligent and Software Intensive Systems - Proceedings
of the 15th International Conference on Complex, Intelligent and Software
Intensive Systems (CISIS-2021), Asan, Korea, 1-3 July 2021},
series = {Lecture Notes in Networks and Systems},
volume = {278},
pages = {35--46},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-79725-6\_4},
doi = {10.1007/978-3-030-79725-6\_4},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cisis/KaurUDBD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdar/BadirliTGD21,
author = {Sarkhan Badirli and
Mary Borgo Ton and
Abdulmecit Gungor and
Murat Dundar},
editor = {Josep Llad{\'{o}}s and
Daniel Lopresti and
Seiichi Uchida},
title = {Open Set Authorship Attribution Toward Demystifying Victorian Periodicals},
booktitle = {16th International Conference on Document Analysis and Recognition,
{ICDAR} 2021, Lausanne, Switzerland, September 5-10, 2021, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12824},
pages = {221--235},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86337-1\_15},
doi = {10.1007/978-3-030-86337-1\_15},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdar/BadirliTGD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BadirliAMPD21,
author = {Sarkhan Badirli and
Zeynep Akata and
George O. Mohler and
Christine Picard and
Murat Dundar},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Fine-Grained Zero-Shot Learning with {DNA} as Side Information},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {19352--19362},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/a18630ab1c3b9f14454cf70dc7114834-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/BadirliAMPD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-14133,
author = {Sarkhan Badirli and
Zeynep Akata and
George O. Mohler and
Christine Picard and
Murat Dundar},
title = {Fine-Grained Zero-Shot Learning with {DNA} as Side Information},
journal = {CoRR},
volume = {abs/2109.14133},
year = {2021},
url = {https://arxiv.org/abs/2109.14133},
eprinttype = {arXiv},
eprint = {2109.14133},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-14133.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/BadirliAD20,
author = {Sarkhan Badirli and
Zeynep Akata and
Murat Dundar},
editor = {Adrien Bartoli and
Andrea Fusiello},
title = {Bayesian Zero-Shot Learning},
booktitle = {Computer Vision - {ECCV} 2020 Workshops - Glasgow, UK, August 23-28,
2020, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12535},
pages = {687--703},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-66415-2\_47},
doi = {10.1007/978-3-030-66415-2\_47},
timestamp = {Tue, 12 Jan 2021 15:13:25 +0100},
biburl = {https://dblp.org/rec/conf/eccv/BadirliAD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jcdl/ZhangDDH19,
author = {Baichuan Zhang and
Murat Dundar and
Vachik S. Dave and
Mohammad Al Hasan},
editor = {Maria Bonn and
Dan Wu and
J. Stephen Downie and
Alaine Martaus},
title = {Dirichlet Process Gaussian Mixture for Active Online Name Disambiguation
by Particle Filter},
booktitle = {19th {ACM/IEEE} Joint Conference on Digital Libraries, {JCDL} 2019,
Champaign, IL, USA, June 2-6, 2019},
pages = {269--278},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/JCDL.2019.00045},
doi = {10.1109/JCDL.2019.00045},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/jcdl/ZhangDDH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-09624,
author = {Sarkhan Badirli and
Zeynep Akata and
Murat Dundar},
title = {Bayesian Zero-Shot Learning},
journal = {CoRR},
volume = {abs/1907.09624},
year = {2019},
url = {http://arxiv.org/abs/1907.09624},
eprinttype = {arXiv},
eprint = {1907.09624},
timestamp = {Tue, 30 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-09624.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-09736,
author = {Yicheng Cheng and
Bartek Rajwa and
Murat Dundar},
title = {Bayesian Nonparametrics for Non-exhaustive Learning},
journal = {CoRR},
volume = {abs/1908.09736},
year = {2019},
url = {http://arxiv.org/abs/1908.09736},
eprinttype = {arXiv},
eprint = {1908.09736},
timestamp = {Thu, 29 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-09736.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-02387,
author = {Murat Dundar and
Bethany L. Ehlmann and
Ellen K. Leask},
title = {Machine-Learning-Driven New Geologic Discoveries at Mars Rover Landing
Sites: Jezero and {NE} Syrtis},
journal = {CoRR},
volume = {abs/1909.02387},
year = {2019},
url = {http://arxiv.org/abs/1909.02387},
eprinttype = {arXiv},
eprint = {1909.02387},
timestamp = {Wed, 18 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-02387.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-08259,
author = {Sarkhan Badirli and
Mary Borgo Ton and
Abdulmecit Gungor and
Murat Dundar},
title = {Open Set Authorship Attribution toward Demystifying Victorian Periodicals},
journal = {CoRR},
volume = {abs/1912.08259},
year = {2019},
url = {http://arxiv.org/abs/1912.08259},
eprinttype = {arXiv},
eprint = {1912.08259},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-08259.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/YerebakanD17,
author = {Halid Ziya Yerebakan and
Murat Dundar},
title = {Partially collapsed parallel Gibbs sampler for Dirichlet process mixture
models},
journal = {Pattern Recognit. Lett.},
volume = {90},
pages = {22--27},
year = {2017},
url = {https://doi.org/10.1016/j.patrec.2017.03.009},
doi = {10.1016/J.PATREC.2017.03.009},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/YerebakanD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/RajwaWGD17,
author = {Bartek Rajwa and
Paul K. Wallace and
Elizabeth A. Griffiths and
Murat Dundar},
title = {Automated Assessment of Disease Progression in Acute Myeloid Leukemia
by Probabilistic Analysis of Flow Cytometry Data},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {64},
number = {5},
pages = {1089--1098},
year = {2017},
url = {https://doi.org/10.1109/TBME.2016.2590950},
doi = {10.1109/TBME.2016.2590950},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/RajwaWGD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-04531,
author = {Baichuan Zhang and
Murat Dundar and
Mohammad Al Hasan},
title = {Bayesian Non-Exhaustive Classification for Active Online Name Disambiguation},
journal = {CoRR},
volume = {abs/1708.04531},
year = {2017},
url = {http://arxiv.org/abs/1708.04531},
eprinttype = {arXiv},
eprint = {1708.04531},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-04531.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhangDH16,
author = {Baichuan Zhang and
Murat Dundar and
Mohammad Al Hasan},
editor = {Snehasis Mukhopadhyay and
ChengXiang Zhai and
Elisa Bertino and
Fabio Crestani and
Javed Mostafa and
Jie Tang and
Luo Si and
Xiaofang Zhou and
Yi Chang and
Yunyao Li and
Parikshit Sondhi},
title = {Bayesian Non-Exhaustive Classification {A} Case Study: Online Name
Disambiguation using Temporal Record Streams},
booktitle = {Proceedings of the 25th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
24-28, 2016},
pages = {1341--1350},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2983323.2983714},
doi = {10.1145/2983323.2983714},
timestamp = {Thu, 13 Aug 2020 18:13:41 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhangDH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/DundarE16,
author = {Murat Dundar and
Bethany L. Ehlmann},
title = {Rare jarosite detection in crism imagery by non-parametric Bayesian
clustering},
booktitle = {8th Workshop on Hyperspectral Image and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2016, Los Angeles, CA, USA, August 21-24,
2016},
pages = {1--5},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/WHISPERS.2016.8071747},
doi = {10.1109/WHISPERS.2016.8071747},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/whispers/DundarE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangDH16,
author = {Baichuan Zhang and
Murat Dundar and
Mohammad Al Hasan},
title = {Bayesian Non-Exhaustive Classification {A} Case Study: Online Name
Disambiguation using Temporal Record Streams},
journal = {CoRR},
volume = {abs/1607.05746},
year = {2016},
url = {http://arxiv.org/abs/1607.05746},
eprinttype = {arXiv},
eprint = {1607.05746},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangDH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/ZhangLDBZ15,
author = {Xiaofan Zhang and
Wei Liu and
Murat Dundar and
Sunil Badve and
Shaoting Zhang},
title = {Towards Large-Scale Histopathological Image Analysis: Hashing-Based
Image Retrieval},
journal = {{IEEE} Trans. Medical Imaging},
volume = {34},
number = {2},
pages = {496--506},
year = {2015},
url = {https://doi.org/10.1109/TMI.2014.2361481},
doi = {10.1109/TMI.2014.2361481},
timestamp = {Mon, 02 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/ZhangLDBZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DundarKZHR15,
author = {Murat Dundar and
Qiang Kou and
Baichuan Zhang and
Yicheng He and
Bartek Rajwa},
editor = {Tao Li and
Lukasz A. Kurgan and
Vasile Palade and
Randy Goebel and
Andreas Holzinger and
Karin Verspoor and
M. Arif Wani},
title = {Simplicity of Kmeans Versus Deepness of Deep Learning: {A} Case of
Unsupervised Feature Learning with Limited Data},
booktitle = {14th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2015, Miami, FL, USA, December 9-11, 2015},
pages = {883--888},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICMLA.2015.78},
doi = {10.1109/ICMLA.2015.78},
timestamp = {Thu, 23 Feb 2023 11:36:05 +0100},
biburl = {https://dblp.org/rec/conf/icmla/DundarKZHR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/DundarAYR14,
author = {Murat Dundar and
Ferit Akova and
Halid Ziya Yerebakan and
Bartek Rajwa},
title = {A Non-parametric Bayesian Model for Joint Cell Clustering and Cluster
Matching: Identification of Anomalous Sample Phenotypes with Random
Effects},
journal = {{BMC} Bioinform.},
volume = {15},
pages = {314},
year = {2014},
url = {https://doi.org/10.1186/1471-2105-15-314},
doi = {10.1186/1471-2105-15-314},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/DundarAYR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DundarYR14,
author = {Murat Dundar and
Halid Ziya Yerebakan and
Bartek Rajwa},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Batch discovery of recurring rare classes toward identifying anomalous
samples},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {223--232},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623695},
doi = {10.1145/2623330.2623695},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DundarYR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YerebakanRD14,
author = {Halid Ziya Yerebakan and
Bartek Rajwa and
Murat Dundar},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {The Infinite Mixture of Infinite Gaussian Mixtures},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {28--36},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/4e732ced3463d06de0ca9a15b6153677-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/YerebakanRD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/DundarLR13,
author = {Murat Dundar and
Lin Li and
Bartek Rajwa},
title = {Partially-observed models for classifying minerals on Mars},
booktitle = {5th Workshop on Hyperspectral Image and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2013, Gainesville, FL, USA, June 26-28,
2013},
pages = {1--4},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/WHISPERS.2013.8080750},
doi = {10.1109/WHISPERS.2013.8080750},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/whispers/DundarLR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AkovaDQR12,
author = {Ferit Akova and
Murat Dundar and
Yuan (Alan) Qi and
Bartek Rajwa},
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Self-Adjusting Models for Semi-supervised Learning in Partially Observed
Settings},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {21--30},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDM.2012.60},
doi = {10.1109/ICDM.2012.60},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AkovaDQR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DundarAQR12,
author = {Murat Dundar and
Ferit Akova and
Yuan (Alan) Qi and
Bartek Rajwa},
title = {Bayesian Nonexhaustive Learning for Online Discovery and Modeling
of Emerging Classes},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/81.pdf},
timestamp = {Sat, 22 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DundarAQR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-4600,
author = {Murat Dundar and
Ferit Akova and
Yuan (Alan) Qi and
Bartek Rajwa},
title = {Bayesian Nonexhaustive Learning for Online Discovery and Modeling
of Emerging Classes},
journal = {CoRR},
volume = {abs/1206.4600},
year = {2012},
url = {http://arxiv.org/abs/1206.4600},
eprinttype = {arXiv},
eprint = {1206.4600},
timestamp = {Sat, 22 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-4600.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/DundarBBRJSG11,
author = {Murat Dundar and
Sunil Badve and
G{\"{o}}khan Bilgin and
Vikas C. Raykar and
Rohit K. Jain and
Olcay Sertel and
Metin N. Gurcan},
title = {Computerized Classification of Intraductal Breast Lesions Using Histopathological
Images},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {58},
number = {7},
pages = {1977--1984},
year = {2011},
url = {https://doi.org/10.1109/TBME.2011.2110648},
doi = {10.1109/TBME.2011.2110648},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbe/DundarBBRJSG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AkovaDDHBRR10,
author = {Ferit Akova and
Murat Dundar and
V. Jo Davisson and
E. Daniel Hirleman and
Arun K. Bhunia and
J. Paul Robinson and
Bartek Rajwa},
title = {A machine-learning approach to detecting unknown bacterial serovars},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {5},
pages = {289--301},
year = {2010},
url = {https://doi.org/10.1002/sam.10085},
doi = {10.1002/SAM.10085},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/AkovaDDHBRR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/DundarBRJSG10,
author = {Murat Dundar and
Sunil Badve and
Vikas C. Raykar and
Rohit K. Jain and
Olcay Sertel and
Metin N. Gurcan},
title = {A Multiple Instance Learning Approach toward Optimal Classification
of Pathology Slides},
booktitle = {20th International Conference on Pattern Recognition, {ICPR} 2010,
Istanbul, Turkey, 23-26 August 2010},
pages = {2732--2735},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICPR.2010.669},
doi = {10.1109/ICPR.2010.669},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/DundarBRJSG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/Dundar09,
author = {Murat Dundar},
title = {Target Detection with Spatio-spectral Data via Concordance Learning},
booktitle = {{IEEE} International Geoscience {\&} Remote Sensing Symposium,
{IGARSS} 2009, July 12-17, 2009, University of Cape Town, Cape Town,
South Africa, Proceedings},
pages = {133--135},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/IGARSS.2009.5418021},
doi = {10.1109/IGARSS.2009.5418021},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/igarss/Dundar09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DundarHBRR09,
author = {Murat Dundar and
E. Daniel Hirleman and
Arun K. Bhunia and
J. Paul Robinson and
Bartek Rajwa},
editor = {John F. Elder IV and
Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
Peter A. Flach and
Mohammed Javeed Zaki},
title = {Learning with a non-exhaustive training dataset: a case study: detection
of bacteria cultures using optical-scattering technology},
booktitle = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Paris, France, June 28 - July
1, 2009},
pages = {279--288},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1557019.1557055},
doi = {10.1145/1557019.1557055},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/DundarHBRR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LuWLDBS09,
author = {Le Lu and
Matthias Wolf and
Jianming Liang and
Murat Dundar and
Jinbo Bi and
Marcos Salganicoff},
editor = {Guang{-}Zhong Yang and
David J. Hawkes and
Daniel Rueckert and
J. Alison Noble and
Christopher J. Taylor},
title = {A Two-Level Approach Towards Semantic Colon Segmentation: Removing
Extra-Colonic Findings},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2009, 12th International Conference, London, UK, September 20-24,
2009, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5762},
pages = {1009--1016},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04271-3\_122},
doi = {10.1007/978-3-642-04271-3\_122},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/LuWLDBS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nbis/AkovaHBRD09,
author = {Ferit Akova and
E. Daniel Hirleman and
Arun K. Bhunia and
Bartek Rajwa and
Murat Dundar},
editor = {Arjan Durresi and
Leonard Barolli and
Tomoya Enokido and
Minoru Uehara and
Elhadi M. Shakshuki and
Makoto Takizawa},
title = {Non-exhaustive Learning for Bacteria Detection},
booktitle = {NBiS 2009, 12th International Conference on Network-Based Information
Systems, Indianapolis, Indiana, USA, 19-21 August 2009},
pages = {206--211},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/NBiS.2009.79},
doi = {10.1109/NBIS.2009.79},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nbis/AkovaHBRD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/DundarFKR08,
author = {Murat Dundar and
Glenn Fung and
Balaji Krishnapuram and
R. Bharat Rao},
title = {Multiple-Instance Learning Algorithms for Computer-Aided Detection},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {55},
number = {3},
pages = {1015--1021},
year = {2008},
url = {https://doi.org/10.1109/TBME.2007.909544},
doi = {10.1109/TBME.2007.909544},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/DundarFKR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DundarWLSR08,
author = {Murat Dundar and
Matthias Wolf and
Sarang Lakare and
Marcos Salganicoff and
Vikas C. Raykar},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {Polyhedral classifier for target detection: a case study: colorectal
cancer},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {288--295},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390193},
doi = {10.1145/1390156.1390193},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DundarWLSR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RaykarKBDR08,
author = {Vikas C. Raykar and
Balaji Krishnapuram and
Jinbo Bi and
Murat Dundar and
R. Bharat Rao},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {Bayesian multiple instance learning: automatic feature selection and
inductive transfer},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {808--815},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390258},
doi = {10.1145/1390156.1390258},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RaykarKBDR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BiXYDR08,
author = {Jinbo Bi and
Tao Xiong and
Shipeng Yu and
Murat Dundar and
R. Bharat Rao},
editor = {Walter Daelemans and
Bart Goethals and
Katharina Morik},
title = {An Improved Multi-task Learning Approach with Applications in Medical
Diagnosis},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5211},
pages = {117--132},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87479-9\_26},
doi = {10.1007/978-3-540-87479-9\_26},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BiXYDR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DundarB07,
author = {Murat Dundar and
Jinbo Bi},
title = {Joint Optimization of Cascaded Classifiers for Computer Aided Detection},
booktitle = {2007 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2007), 18-23 June 2007, Minneapolis, Minnesota,
{USA}},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/CVPR.2007.383093},
doi = {10.1109/CVPR.2007.383093},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/DundarB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/DundarKBR07,
author = {Murat Dundar and
Balaji Krishnapuram and
Jinbo Bi and
R. Bharat Rao},
editor = {Manuela M. Veloso},
title = {Learning Classifiers When the Training Data Is Not {IID}},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {756--761},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/121.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:11 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/DundarKBR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/DundarK0LBBR07,
author = {Murat Dundar and
Balaji Krishnapuram and
Matthias Wolf and
Sarang Lakare and
Luca Bogoni and
Jinbo Bi and
R. Bharat Rao},
editor = {Maryellen L. Giger and
Nico Karssemeijer},
title = {Training a {CAD} classifier with correlated data},
booktitle = {Medical Imaging 2007: Computer-Aided Diagnosis, San Diego, CA, United
States, 17-22 February 2007},
series = {{SPIE} Proceedings},
volume = {6514},
pages = {65140H},
publisher = {{SPIE}},
year = {2007},
url = {https://doi.org/10.1117/12.709536},
doi = {10.1117/12.709536},
timestamp = {Wed, 16 May 2018 11:22:34 +0200},
biburl = {https://dblp.org/rec/conf/micad/DundarK0LBBR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/0001CLDB07,
author = {Matthias Wolf and
Pascal Cathier and
Sarang Lakare and
Murat Dundar and
Luca Bogoni},
editor = {Maryellen L. Giger and
Nico Karssemeijer},
title = {Efficient detection of polyps in {CT} colonography},
booktitle = {Medical Imaging 2007: Computer-Aided Diagnosis, San Diego, CA, United
States, 17-22 February 2007},
series = {{SPIE} Proceedings},
volume = {6514},
pages = {651408},
publisher = {{SPIE}},
year = {2007},
url = {https://doi.org/10.1117/12.709734},
doi = {10.1117/12.709734},
timestamp = {Wed, 16 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/0001CLDB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/DundarTP06,
author = {Murat Dundar and
James Theiler and
Simon Perkins},
title = {Incorporating Spatial Contiguity into the Design of a Support Vector
Machine Classifier},
booktitle = {{IEEE} International Geoscience {\&} Remote Sensing Symposium,
{IGARSS} 2006, July 31 - August 4, 2006, Denver, Colorado, USA, Proceedings},
pages = {364--367},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IGARSS.2006.98},
doi = {10.1109/IGARSS.2006.98},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/igarss/DundarTP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FungDKR06,
author = {Glenn Fung and
Murat Dundar and
Balaji Krishnapuram and
R. Bharat Rao},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Multiple Instance Learning for Computer Aided Diagnosis},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {425--432},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/7c78335a8924215ea5c22fda1aac7b75-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FungDKR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BiFDR05,
author = {Jinbo Bi and
Glenn Fung and
Murat Dundar and
R. Bharat Rao},
title = {Semi-Supervised Mixture of Kernels via LPBoost Methods},
booktitle = {Proceedings of the 5th {IEEE} International Conference on Data Mining
{(ICDM} 2005), 27-30 November 2005, Houston, Texas, {USA}},
pages = {569--572},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICDM.2005.129},
doi = {10.1109/ICDM.2005.129},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BiFDR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DundarFBSR05,
author = {Murat Dundar and
Glenn Fung and
Jinbo Bi and
Sathyakama Sandilya and
R. Bharat Rao},
editor = {Hillol Kargupta and
Jaideep Srivastava and
Chandrika Kamath and
Arnold Goodman},
title = {Sparse Fisher Discriminant Analysis for Computer Aided Detection},
booktitle = {Proceedings of the 2005 {SIAM} International Conference on Data Mining,
{SDM} 2005, Newport Beach, CA, USA, April 21-23, 2005},
pages = {476--480},
publisher = {{SIAM}},
year = {2005},
url = {https://doi.org/10.1137/1.9781611972757.44},
doi = {10.1137/1.9781611972757.44},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DundarFBSR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/DundarL04,
author = {Murat Dundar and
David A. Landgrebe},
title = {A cost-effective semisupervised classifier approach with kernels},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {42},
number = {1},
pages = {264--270},
year = {2004},
url = {https://doi.org/10.1109/TGRS.2003.817815},
doi = {10.1109/TGRS.2003.817815},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/DundarL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/DundarL04a,
author = {Murat Dundar and
David A. Landgrebe},
title = {Toward an optimal supervised classifier for the analysis of hyperspectral
data},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {42},
number = {1},
pages = {271--277},
year = {2004},
url = {https://doi.org/10.1109/TGRS.2003.817813},
doi = {10.1109/TGRS.2003.817813},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/DundarL04a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cars/CathierPJDLFSVAKRGVLMMB04,
author = {Pascal Cathier and
Senthil Periaswamy and
Anna K. Jerebko and
Murat Dundar and
Jianming Liang and
Glenn Fung and
Jonathan Stoeckel and
T. Venkata and
R. Amara and
Arun Krishnan and
R. Bharat Rao and
Alok Gupta and
E. Vega and
Shaked Laks and
A. Megibow and
Michael Macari and
Luca Bogoni},
editor = {Heinz U. Lemke and
Kiyonari Inamura and
Kunio Doi and
Michael W. Vannier and
Allan G. Farman and
Johan H. C. Reiber},
title = {{CAD} for polyp detection: an invaluable tool to meet the increasing
need for colon-cancer screening},
booktitle = {{CARS} 2004. Computer Assisted Radiology and Surgery. Proceedings
of the 18th International Congress and Exhibition, Chicago, USA, June
23-26, 2004},
series = {International Congress Series},
volume = {1268},
pages = {978--982},
publisher = {Elsevier},
year = {2004},
timestamp = {Thu, 27 Feb 2014 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cars/CathierPJDLFSVAKRGVLMMB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cars/DundarFBMMR04,
author = {Murat Dundar and
Glenn Fung and
Luca Bogoni and
Michael Macari and
A. Megibow and
R. Bharat Rao},
editor = {Heinz U. Lemke and
Kiyonari Inamura and
Kunio Doi and
Michael W. Vannier and
Allan G. Farman and
Johan H. C. Reiber},
title = {A methodology for training and validating a {CAD} system and potential
pitfalls},
booktitle = {{CARS} 2004. Computer Assisted Radiology and Surgery. Proceedings
of the 18th International Congress and Exhibition, Chicago, USA, June
23-26, 2004},
series = {International Congress Series},
volume = {1268},
pages = {1010--1014},
publisher = {Elsevier},
year = {2004},
timestamp = {Thu, 23 Aug 2007 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cars/DundarFBMMR04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FungDBR04,
author = {Glenn Fung and
Murat Dundar and
Jinbo Bi and
R. Bharat Rao},
editor = {Carla E. Brodley},
title = {A fast iterative algorithm for fisher discriminant using heterogeneous
kernels},
booktitle = {Machine Learning, Proceedings of the Twenty-first International Conference
{(ICML} 2004), Banff, Alberta, Canada, July 4-8, 2004},
series = {{ACM} International Conference Proceeding Series},
volume = {69},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1015330.1015409},
doi = {10.1145/1015330.1015409},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FungDBR04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/DundarL02,
author = {Murat Dundar and
David A. Landgrebe},
title = {A model-based mixture-supervised classification approach in hyperspectral
data analysis},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {40},
number = {12},
pages = {2692--2699},
year = {2002},
url = {https://doi.org/10.1109/TGRS.2002.807010},
doi = {10.1109/TGRS.2002.807010},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/DundarL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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