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@article{DBLP:journals/corr/abs-2403-12117,
author = {Josua Stadelmaier and
Brandon Malone and
Ralf Eggeling},
title = {Transfer Learning for T-Cell Response Prediction},
journal = {CoRR},
volume = {abs/2403.12117},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.12117},
doi = {10.48550/ARXIV.2403.12117},
eprinttype = {arXiv},
eprint = {2403.12117},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-12117.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/ChengBRM21,
author = {Jun Cheng and
Ka{\"{\i}}dre Bendjama and
Karola Rittner and
Brandon M. Malone},
title = {{BERTMHC:} improved MHC-peptide class {II} interaction prediction
with transformer and multiple instance learning},
journal = {Bioinform.},
volume = {37},
number = {22},
pages = {4172--4179},
year = {2021},
url = {https://doi.org/10.1093/bioinformatics/btab422},
doi = {10.1093/BIOINFORMATICS/BTAB422},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/ChengBRM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/SekuboyinaOKM21,
author = {Anjany Sekuboyina and
Daniel O{\~{n}}oro{-}Rubio and
Jens Kleesiek and
Brandon Malone},
title = {A Relational-Learning Perspective To Multi-Label Chest X-Ray Classification},
booktitle = {18th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2021, Nice, France, April 13-16, 2021},
pages = {1618--1622},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISBI48211.2021.9433786},
doi = {10.1109/ISBI48211.2021.9433786},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/SekuboyinaOKM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-06220,
author = {Anjany Sekuboyina and
Daniel O{\~{n}}oro{-}Rubio and
Jens Kleesiek and
Brandon Malone},
title = {A Relational-learning Perspective to Multi-label Chest X-ray Classification},
journal = {CoRR},
volume = {abs/2103.06220},
year = {2021},
url = {https://arxiv.org/abs/2103.06220},
eprinttype = {arXiv},
eprint = {2103.06220},
timestamp = {Tue, 16 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-06220.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jossw/MumfordFCIMHSRL20,
author = {Stuart Mumford and
Nabil Freij and
Steven Christe and
Jack Ireland and
Florian Mayer and
V. Keith Hughitt and
Albert J. Shih and
Daniel Ryan and
Simon Liedtke and
David P{\'{e}}rez{-}Su{\'{a}}rez and
Pritish Chakraborty and
Vishnunarayan K and
Andrew Inglis and
Punyaslok Pattnaik and
Brigitta M. Sipocz and
Rishabh Sharma and
Andrew Leonard and
David Stansby and
Russell J. Hewett and
Alex Hamilton and
Laura Hayes and
Asish Panda and
Matt Earnshaw and
Nitin Choudhary and
Ankit Kumar and
Prateek Chanda and
Md. Akramul Haque and
Michael Kirk and
Michael Mueller and
Sudarshan Konge and
Rajul Srivastava and
Yash Jain and
Samuel Bennett and
Ankit Baruah and
Will T. Barnes and
Michael Charlton and
Shane A. Maloney and
Nicky Chorley and
Himanshu and
Sanskar Modi and
James Mason and
Jose Rozo and
Larry Manley and
Agneet Chatterjee and
John Evans and
Michael Malocha and
Monica G. Bobra and
Sourav Ghosh and
Dominik Stanczak and
Ruben De Visscher and
Shresth Verma and
Ankit Agrawal and
Dumindu Buddhika and
Swapnil Sharma and
Jongyeob Park and
Matt Bates and
Dhruv Goel and
Garrison Taylor and
Goran Cetusic and
Jacob and
Mateo Inchaurrandieta and
Sally Dacie and
Sanjeev Dubey and
Deepankar Sharma and
Erik Bray and
Jai Rideout and
Serge Zahniy and
Tomas Meszaros and
Abhigyan Bose and
Andr{\'{e}} Chicrala and
Ankit and
Chlo{\'{e}} Guennou and
Daniel D'avella and
Daniel Williams and
Jordan Ballew and
Nick Murphy and
Priyank Lodha and
Thomas Robitaille and
Yash Krishan and
Andrew Hill and
Arthur Eigenbrot and
Benjamin Mampaey and
Bernhard Wiedemann and
Carlos Molina and
Duygu Keskek and
Ishtyaq Habib and
Joseph Letts and
Juanjo Baz{\'{a}}n and
Quinn Arbolante and
Reid Gomillion and
Yash Kothari and
Yash Sharma and
Abigail Stevens and
Adrian M. Price{-}Whelan and
Ambar Mehrotra and
Arseniy Kustov and
Brandon Stone and
Trung Dang and
Emmanuel Arias and
Fionnlagh Dover and
Freek Verstringe and
Gulshan Kumar and
Harsh Mathur and
Igor Babuschkin and
Jaylen Wimbish and
Juan Buitrago{-}Casas and
Kalpesh Krishna and
Kaustubh Hiware and
Manas Mangaonkar and
Matthew Mendero and
Micka{\"{e}}l Schoentgen and
Norbert Gyenge and
Ole Streicher and
Rajasekhar Mekala and
Rishabh Mishra and
Shashank Srikanth and
Sarthak Jain and
Tannmay Yadav and
Tessa Wilkinson and
Tiago Pereira and
Yudhik Agrawal and
Jamescalixto and
Yasintoda and
Sophie Murray},
title = {SunPy: {A} Python package for Solar Physics},
journal = {J. Open Source Softw.},
volume = {5},
number = {46},
pages = {1832},
year = {2020},
url = {https://doi.org/10.21105/joss.01832},
doi = {10.21105/JOSS.01832},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jossw/MumfordFCIMHSRL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/efmi-stc/SargeantLBBDEGK19,
author = {A. Sargeant and
Tatiana von Landesberger and
C. Baier and
F. Bange and
A. Dalpke and
T. Eckmanns and
Stephan Gl{\"{o}}ckner and
M. Kaase and
G{\'{e}}rard Krause and
Michael Marschollek and
Brandon M. Malone and
Mathias Niepert and
S. Rey and
Antje Wulff and
Simone Scheithauer},
editor = {Amnon Shabo Shvo and
Inge Madsen and
Hans{-}Ulrich Prokosch and
Kristiina H{\"{a}}yrinen and
Klaus{-}Hendrik Wolf and
Fernando Mart{\'{\i}}n{-}S{\'{a}}nchez and
Matthias L{\"{o}}be and
Thomas M. Deserno},
title = {Early Detection of Infection Chains {\&} Outbreaks: Use Case Infection
Control},
booktitle = {{ICT} for Health Science Research - Proceedings of the {EFMI} 2019
Special Topic Conference - 7-10 April 2019, Hanover, Germany},
series = {Studies in Health Technology and Informatics},
volume = {258},
pages = {245--246},
publisher = {{IOS} Press},
year = {2019},
url = {https://doi.org/10.3233/978-1-61499-959-1-245},
doi = {10.3233/978-1-61499-959-1-245},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/efmi-stc/SargeantLBBDEGK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gmds/KindermannSHGMD19,
author = {Aljoscha Kindermann and
Ekaterina Stepanova and
Hauke Hund and
Nicolas Geis and
Brandon Malone and
Christoph Dieterich},
editor = {Rainer R{\"{o}}hrig and
Harald Binder and
Hans{-}Ulrich Prokosch and
Ulrich Sax and
Irene Schmidtmann and
Susanne Stolpe and
Antonia Zapf},
title = {MedEx - Data Analytics for Medical Domain Experts in Real-Time},
booktitle = {German Medical Data Sciences: Shaping Change - Creative Solutions
for Innovative Medicine - Proceedings of the 64th Annual Meeting of
the German Association of Medical Informatics, Biometry and Epidemiology
(gmds e.V.) 2019 in Dortmund, Germany - {GMDS} 2019},
series = {Studies in Health Technology and Informatics},
volume = {267},
pages = {142--149},
publisher = {{IOS} Press},
year = {2019},
url = {https://doi.org/10.3233/SHTI190818},
doi = {10.3233/SHTI190818},
timestamp = {Wed, 10 Feb 2021 08:45:27 +0100},
biburl = {https://dblp.org/rec/conf/gmds/KindermannSHGMD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MaloneKJKM18,
author = {Brandon M. Malone and
Kustaa Kangas and
Matti J{\"{a}}rvisalo and
Mikko Koivisto and
Petri Myllym{\"{a}}ki},
title = {Empirical hardness of finding optimal Bayesian network structures:
algorithm selection and runtime prediction},
journal = {Mach. Learn.},
volume = {107},
number = {1},
pages = {247--283},
year = {2018},
url = {https://doi.org/10.1007/s10994-017-5680-2},
doi = {10.1007/S10994-017-5680-2},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MaloneKJKM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dils/MaloneGN18,
author = {Brandon M. Malone and
Alberto Garc{\'{\i}}a{-}Dur{\'{a}}n and
Mathias Niepert},
editor = {S{\"{o}}ren Auer and
Maria{-}Esther Vidal},
title = {Knowledge Graph Completion to Predict Polypharmacy Side Effects},
booktitle = {Data Integration in the Life Sciences - 13th International Conference,
{DILS} 2018, Hannover, Germany, November 20-21, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11371},
pages = {144--149},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-06016-9\_14},
doi = {10.1007/978-3-030-06016-9\_14},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dils/MaloneGN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-09227,
author = {Brandon M. Malone and
Alberto Garc{\'{\i}}a{-}Dur{\'{a}}n and
Mathias Niepert},
title = {Knowledge Graph Completion to Predict Polypharmacy Side Effects},
journal = {CoRR},
volume = {abs/1810.09227},
year = {2018},
url = {http://arxiv.org/abs/1810.09227},
eprinttype = {arXiv},
eprint = {1810.09227},
timestamp = {Tue, 02 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-09227.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-04752,
author = {Brandon M. Malone and
Alberto Garc{\'{\i}}a{-}Dur{\'{a}}n and
Mathias Niepert},
title = {Learning Representations of Missing Data for Predicting Patient Outcomes},
journal = {CoRR},
volume = {abs/1811.04752},
year = {2018},
url = {http://arxiv.org/abs/1811.04752},
eprinttype = {arXiv},
eprint = {1811.04752},
timestamp = {Tue, 02 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-04752.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ngc/JahnssonMM17,
author = {Niklas Jahnsson and
Brandon M. Malone and
Petri Myllym{\"{a}}ki},
title = {Duplicate Detection for Bayesian Network Structure Learning},
journal = {New Gener. Comput.},
volume = {35},
number = {1},
pages = {47--67},
year = {2017},
url = {https://doi.org/10.1007/s00354-016-0004-9},
doi = {10.1007/S00354-016-0004-9},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ngc/JahnssonMM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ambn/SuzukiHM17,
author = {Joe Suzuki and
Antti Hyttinen and
Brandon M. Malone},
editor = {Antti Hyttinen and
Joe Suzuki and
Brandon M. Malone},
title = {Advanced Methodologies for Bayesian Networks 2017: Preface},
booktitle = {Proceedings of the 3rd Workshop on Advanced Methodologies for Bayesian
Networks, {AMBN} 2017, Kyoto, Japan, September 20-22, 2017},
series = {Proceedings of Machine Learning Research},
volume = {73},
pages = {1--2},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v73/suzuki17a.html},
timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
biburl = {https://dblp.org/rec/conf/ambn/SuzukiHM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ambn/2017,
editor = {Antti Hyttinen and
Joe Suzuki and
Brandon M. Malone},
title = {Proceedings of the 3rd Workshop on Advanced Methodologies for Bayesian
Networks, {AMBN} 2017, Kyoto, Japan, September 20-22, 2017},
series = {Proceedings of Machine Learning Research},
volume = {73},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v73/},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ambn/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/oasc/MaloneKJKM17,
author = {Brandon M. Malone and
Kustaa Kangas and
Matti J{\"{a}}rvisalo and
Mikko Koivisto and
Petri Myllym{\"{a}}ki},
title = {{AS-ASL:} Algorithm Selection with Auto-sklearn},
booktitle = {Proceedings of the Open Algorithm Selection Challenge 2017, Brussels,
Belgium, September 11-12, 2017},
series = {Proceedings of Machine Learning Research},
volume = {79},
pages = {19--22},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v79/malone17a.html},
timestamp = {Wed, 03 Apr 2019 18:17:20 +0200},
biburl = {https://dblp.org/rec/conf/oasc/MaloneKJKM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cpaior/SaikkoMJ15,
author = {Paul Saikko and
Brandon M. Malone and
Matti J{\"{a}}rvisalo},
editor = {Laurent Michel},
title = {MaxSAT-Based Cutting Planes for Learning Graphical Models},
booktitle = {Integration of {AI} and {OR} Techniques in Constraint Programming
- 12th International Conference, {CPAIOR} 2015, Barcelona, Spain,
May 18-22, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9075},
pages = {347--356},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18008-3\_24},
doi = {10.1007/978-3-319-18008-3\_24},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/cpaior/SaikkoMJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jsai/JahnssonMM15,
author = {Niklas Jahnsson and
Brandon M. Malone and
Petri Myllym{\"{a}}ki},
editor = {Joe Suzuki and
Maomi Ueno},
title = {Hashing-Based Hybrid Duplicate Detection for Bayesian Network Structure
Learning},
booktitle = {Advanced Methodologies for Bayesian Networks - Second International
Workshop, {AMBN} 2015, Yokohama, Japan, November 16-18, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9505},
pages = {46--60},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-28379-1\_4},
doi = {10.1007/978-3-319-28379-1\_4},
timestamp = {Wed, 16 Mar 2022 23:55:07 +0100},
biburl = {https://dblp.org/rec/conf/jsai/JahnssonMM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jsai/Malone15,
author = {Brandon Malone},
editor = {Joe Suzuki and
Maomi Ueno},
title = {Empirical Behavior of Bayesian Network Structure Learning Algorithms},
booktitle = {Advanced Methodologies for Bayesian Networks - Second International
Workshop, {AMBN} 2015, Yokohama, Japan, November 16-18, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9505},
pages = {105--121},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-28379-1\_8},
doi = {10.1007/978-3-319-28379-1\_8},
timestamp = {Tue, 04 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/jsai/Malone15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MaloneJM15,
author = {Brandon M. Malone and
Matti J{\"{a}}rvisalo and
Petri Myllym{\"{a}}ki},
editor = {Marina Meila and
Tom Heskes},
title = {Impact of Learning Strategies on the Quality of Bayesian Networks:
An Empirical Evaluation},
booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial
Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands},
pages = {562--571},
publisher = {{AUAI} Press},
year = {2015},
url = {http://auai.org/uai2015/proceedings/papers/131.pdf},
timestamp = {Thu, 12 Mar 2020 11:31:09 +0100},
biburl = {https://dblp.org/rec/conf/uai/MaloneJM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/FanYM14,
author = {Xiannian Fan and
Changhe Yuan and
Brandon M. Malone},
editor = {Carla E. Brodley and
Peter Stone},
title = {Tightening Bounds for Bayesian Network Structure Learning},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {2439--2445},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.9061},
doi = {10.1609/AAAI.V28I1.9061},
timestamp = {Mon, 04 Sep 2023 15:06:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/FanYM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MaloneKJKM14,
author = {Brandon M. Malone and
Kustaa Kangas and
Matti J{\"{a}}rvisalo and
Mikko Koivisto and
Petri Myllym{\"{a}}ki},
editor = {Carla E. Brodley and
Peter Stone},
title = {Predicting the Hardness of Learning Bayesian Networks},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {2460--2466},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.9075},
doi = {10.1609/AAAI.V28I1.9075},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MaloneKJKM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BergJM14,
author = {Jeremias Berg and
Matti J{\"{a}}rvisalo and
Brandon M. Malone},
title = {Learning Optimal Bounded Treewidth Bayesian Networks via Maximum Satisfiability},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {86--95},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/berg14.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BergJM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/SukhijaMSBC14,
author = {Nitin Sukhija and
Brandon M. Malone and
Srishti Srivastava and
Ioana Banicescu and
Florina M. Ciorba},
title = {Portfolio-Based Selection of Robust Dynamic Loop Scheduling Algorithms
Using Machine Learning},
booktitle = {2014 {IEEE} International Parallel {\&} Distributed Processing
Symposium Workshops, Phoenix, AZ, USA, May 19-23, 2014},
pages = {1638--1647},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/IPDPSW.2014.183},
doi = {10.1109/IPDPSW.2014.183},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/SukhijaMSBC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/FanMY14,
author = {Xiannian Fan and
Brandon M. Malone and
Changhe Yuan},
editor = {Nevin L. Zhang and
Jin Tian},
title = {Finding Optimal Bayesian Network Structures with Constraints Learned
from Data},
booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27,
2014},
pages = {200--209},
publisher = {{AUAI} Press},
year = {2014},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2455\&proceeding\_id=30},
timestamp = {Wed, 03 Feb 2021 11:09:27 +0100},
biburl = {https://dblp.org/rec/conf/uai/FanMY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/YuanM13,
author = {Changhe Yuan and
Brandon M. Malone},
title = {Learning Optimal Bayesian Networks: {A} Shortest Path Perspective},
journal = {J. Artif. Intell. Res.},
volume = {48},
pages = {23--65},
year = {2013},
url = {https://doi.org/10.1613/jair.4039},
doi = {10.1613/JAIR.4039},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/YuanM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gkr/MaloneY13,
author = {Brandon M. Malone and
Changhe Yuan},
editor = {Madalina Croitoru and
Sebastian Rudolph and
Stefan Woltran and
Christophe Gonzales},
title = {A Depth-First Branch and Bound Algorithm for Learning Optimal Bayesian
Networks},
booktitle = {Graph Structures for Knowledge Representation and Reasoning - Third
International Workshop, {GKR} 2013, Beijing, China, August 3, 2013.
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8323},
pages = {111--122},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-04534-4\_8},
doi = {10.1007/978-3-319-04534-4\_8},
timestamp = {Mon, 03 Jan 2022 22:26:13 +0100},
biburl = {https://dblp.org/rec/conf/gkr/MaloneY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ispdc/SrivastavaMSBC13,
author = {Srishti Srivastava and
Brandon M. Malone and
Nitin Sukhija and
Ioana Banicescu and
Florina M. Ciorba},
editor = {Nicolae Tapus and
Dan Grigoras and
Rodica Potolea and
Florin Pop},
title = {Predicting the Flexibility of Dynamic Loop Scheduling Using an Artificial
Neural Network},
booktitle = {{IEEE} 12th International Symposium on Parallel and Distributed Computing,
{ISPDC} 2013, Bucharest, Romania, June 27-30, 2013},
pages = {3--10},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ISPDC.2013.10},
doi = {10.1109/ISPDC.2013.10},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ispdc/SrivastavaMSBC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MaloneY13,
author = {Brandon M. Malone and
Changhe Yuan},
editor = {Ann E. Nicholson and
Padhraic Smyth},
title = {Evaluating Anytime Algorithms for Learning Optimal Bayesian Networks},
booktitle = {Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2013, Bellevue, WA, USA, August 11-15, 2013},
publisher = {{AUAI} Press},
year = {2013},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2399\&proceeding\_id=29},
timestamp = {Fri, 16 Jul 2021 16:15:58 +0200},
biburl = {https://dblp.org/rec/conf/uai/MaloneY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MaloneY13,
author = {Brandon M. Malone and
Changhe Yuan},
title = {Evaluating Anytime Algorithms for Learning Optimal Bayesian Networks},
journal = {CoRR},
volume = {abs/1309.6844},
year = {2013},
url = {http://arxiv.org/abs/1309.6844},
eprinttype = {arXiv},
eprint = {1309.6844},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MaloneY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/LiuMY12,
author = {Zhifa Liu and
Brandon M. Malone and
Changhe Yuan},
title = {Empirical evaluation of scoring functions for Bayesian network model
selection},
journal = {{BMC} Bioinform.},
volume = {13},
number = {{S-15}},
pages = {S14},
year = {2012},
url = {https://doi.org/10.1186/1471-2105-13-S15-S14},
doi = {10.1186/1471-2105-13-S15-S14},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/LiuMY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/MaloneRTLW12,
author = {Nicholas Malone and
Brandon Rohrer and
Lydia Tapia and
Ron Lumia and
John E. Wood},
title = {Implementation of an embodied general reinforcement learner on a serial
link manipulator},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2012, 14-18 May, 2012, St. Paul, Minnesota, {USA}},
pages = {862--869},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICRA.2012.6225154},
doi = {10.1109/ICRA.2012.6225154},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icra/MaloneRTLW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/YuanM12,
author = {Changhe Yuan and
Brandon M. Malone},
editor = {Nando de Freitas and
Kevin P. Murphy},
title = {An Improved Admissible Heuristic for Learning Optimal Bayesian Networks},
booktitle = {Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial
Intelligence, Catalina Island, CA, USA, August 14-18, 2012},
pages = {924--933},
publisher = {{AUAI} Press},
year = {2012},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2358\&proceeding\_id=28},
timestamp = {Mon, 23 Nov 2020 08:36:48 +0100},
biburl = {https://dblp.org/rec/conf/uai/YuanM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-3744,
author = {Brandon M. Malone and
Changhe Yuan and
Eric A. Hansen and
Susan Bridges},
title = {Improving the Scalability of Optimal Bayesian Network Learning with
External-Memory Frontier Breadth-First Branch and Bound Search},
journal = {CoRR},
volume = {abs/1202.3744},
year = {2012},
url = {http://arxiv.org/abs/1202.3744},
eprinttype = {arXiv},
eprint = {1202.3744},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-3744.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-4913,
author = {Changhe Yuan and
Brandon M. Malone},
title = {An Improved Admissible Heuristic for Learning Optimal Bayesian Networks},
journal = {CoRR},
volume = {abs/1210.4913},
year = {2012},
url = {http://arxiv.org/abs/1210.4913},
eprinttype = {arXiv},
eprint = {1210.4913},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-4913.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/SandersWBMDMNLB11,
author = {William S. Sanders and
Nan Wang and
Susan M. Bridges and
Brandon M. Malone and
Yoginder S. Dandass and
Fiona M. McCarthy and
Bindu Nanduri and
Mark L. Lawrence and
Shane C. Burgess},
title = {The Proteogenomic Mapping Tool},
journal = {{BMC} Bioinform.},
volume = {12},
pages = {115},
year = {2011},
url = {https://doi.org/10.1186/1471-2105-12-115},
doi = {10.1186/1471-2105-12-115},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/SandersWBMDMNLB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MaloneYH11,
author = {Brandon M. Malone and
Changhe Yuan and
Eric A. Hansen},
editor = {Wolfram Burgard and
Dan Roth},
title = {Memory-Efficient Dynamic Programming for Learning Optimal Bayesian
Networks},
booktitle = {Proceedings of the Twenty-Fifth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2011, San Francisco, California, USA, August 7-11, 2011},
pages = {1057--1062},
publisher = {{AAAI} Press},
year = {2011},
url = {https://doi.org/10.1609/aaai.v25i1.8024},
doi = {10.1609/AAAI.V25I1.8024},
timestamp = {Mon, 04 Sep 2023 16:05:54 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MaloneYH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YuanMW11,
author = {Changhe Yuan and
Brandon M. Malone and
XiaoJian Wu},
editor = {Toby Walsh},
title = {Learning Optimal Bayesian Networks Using A* Search},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {2186--2191},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-364},
doi = {10.5591/978-1-57735-516-8/IJCAI11-364},
timestamp = {Tue, 20 Aug 2019 16:16:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YuanMW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MaloneYHB11,
author = {Brandon M. Malone and
Changhe Yuan and
Eric A. Hansen and
Susan Bridges},
editor = {F{\'{a}}bio Gagliardi Cozman and
Avi Pfeffer},
title = {Improving the Scalability of Optimal Bayesian Network Learning with
External-Memory Frontier Breadth-First Branch and Bound Search},
booktitle = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty
in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
pages = {479--488},
publisher = {{AUAI} Press},
year = {2011},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2242\&proceeding\_id=27},
timestamp = {Wed, 03 Feb 2021 11:09:03 +0100},
biburl = {https://dblp.org/rec/conf/uai/MaloneYHB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/MalonePB09,
author = {Brandon M. Malone and
Andy D. Perkins and
Susan M. Bridges},
title = {Integrating phenotype and gene expression data for predicting gene
function},
journal = {{BMC} Bioinform.},
volume = {10},
number = {{S-11}},
pages = {20},
year = {2009},
url = {https://doi.org/10.1186/1471-2105-10-S11-S20},
doi = {10.1186/1471-2105-10-S11-S20},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/MalonePB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ACMse/BaldwinM08,
author = {Michael K. Baldwin and
Brandon M. Malone},
title = {Utilizing smart cards for authentication and compliance tracking in
a diabetes case management system},
booktitle = {Proceedings of the 46th Annual Southeast Regional Conference, 2008,
Auburn, Alabama, USA, March 28-29, 2008},
pages = {521--522},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1593105.1593246},
doi = {10.1145/1593105.1593246},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ACMse/BaldwinM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ACMse/MaloneS08,
author = {Brandon M. Malone and
Ambareen Siraj},
title = {Tracking requirements and threats for secure software development},
booktitle = {Proceedings of the 46th Annual Southeast Regional Conference, 2008,
Auburn, Alabama, USA, March 28-29, 2008},
pages = {278--281},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1593105.1593179},
doi = {10.1145/1593105.1593179},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ACMse/MaloneS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icai/HadlockM06,
author = {Frank Hadlock and
Brandon Malone},
editor = {Hamid R. Arabnia},
title = {The Frequency Median Sequence and its Construction},
booktitle = {Proceedings of the 2006 International Conference on Artificial Intelligence,
{ICAI} 2006, Las Vegas, Nevada, USA, June 26-29, 2006, Volume 2},
pages = {509--513},
publisher = {{CSREA} Press},
year = {2006},
timestamp = {Fri, 06 Feb 2009 14:11:00 +0100},
biburl = {https://dblp.org/rec/conf/icai/HadlockM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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