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@article{DBLP:journals/cluster/VivekR023,
author = {Yelleti Vivek and
Vadlamani Ravi and
P. Radha Krishna},
title = {Scalable feature subset selection for big data using parallel hybrid
evolutionary algorithm based wrapper under apache spark environment},
journal = {Clust. Comput.},
volume = {26},
number = {3},
pages = {1949--1983},
year = {2023},
url = {https://doi.org/10.1007/s10586-022-03725-w},
doi = {10.1007/S10586-022-03725-W},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cluster/VivekR023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WuHLY22,
author = {Hejun Wu and
Xinchuan Huang and
Qiong Luo and
Zhongheng Yang},
title = {{PPD:} {A} Scalable and Efficient Parallel Primal-Dual Coordinate
Descent Algorithm},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {4},
pages = {1958--1966},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.3000905},
doi = {10.1109/TKDE.2020.3000905},
timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WuHLY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-14007,
author = {Yelleti Vivek and
Vadlamani Ravi and
Pisipati Radhakrishna},
title = {Scalable Feature Subset Selection for Big Data using Parallel Hybrid
Evolutionary Algorithm based Wrapper in Apache Spark},
journal = {CoRR},
volume = {abs/2106.14007},
year = {2021},
url = {https://arxiv.org/abs/2106.14007},
eprinttype = {arXiv},
eprint = {2106.14007},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-14007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/BalP20,
author = {Henri E. Bal and
Arindam Pal},
title = {Parallel and Distributed Machine Learning Algorithms for Scalable
Big Data Analytics},
journal = {Future Gener. Comput. Syst.},
volume = {108},
pages = {1159--1161},
year = {2020},
url = {https://doi.org/10.1016/j.future.2019.07.009},
doi = {10.1016/J.FUTURE.2019.07.009},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/BalP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-04940,
author = {Andreas Vitalis},
title = {An Improved and Parallel Version of a Scalable Algorithm for Analyzing
Time Series Data},
journal = {CoRR},
volume = {abs/2006.04940},
year = {2020},
url = {https://arxiv.org/abs/2006.04940},
eprinttype = {arXiv},
eprint = {2006.04940},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-04940.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/IanniPQ19,
author = {Mauro Ianni and
Alessandro Pellegrini and
Francesco Quaglia},
title = {Anonymous Readers Counting: {A} Wait-Free Multi-Word Atomic Register
Algorithm for Scalable Data Sharing on Multi-Core Machines},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {30},
number = {2},
pages = {286--299},
year = {2019},
url = {https://doi.org/10.1109/TPDS.2018.2865932},
doi = {10.1109/TPDS.2018.2865932},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/IanniPQ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dpd/CabreraO17,
author = {Wellington Cabrera and
Carlos Ordonez},
title = {Scalable parallel graph algorithms with matrix-vector multiplication
evaluated with queries},
journal = {Distributed Parallel Databases},
volume = {35},
number = {3-4},
pages = {335--362},
year = {2017},
url = {https://doi.org/10.1007/s10619-017-7200-6},
doi = {10.1007/S10619-017-7200-6},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dpd/CabreraO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/gandc/ChenTDKWMNSH16,
author = {Po Chen and
Nicholas J. Taylor and
Ken G. Dueker and
Ian S. Keifer and
Andra K. Wilson and
Casey L. McGuffy and
Christopher G. Novitsky and
Alec J. Spears and
W. Steven Holbrook},
title = {pSIN: {A} scalable, Parallel algorithm for Seismic INterferometry
of large-N ambient-noise data},
journal = {Comput. Geosci.},
volume = {93},
pages = {88--95},
year = {2016},
url = {https://doi.org/10.1016/j.cageo.2016.05.003},
doi = {10.1016/J.CAGEO.2016.05.003},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/gandc/ChenTDKWMNSH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DuganKZC15,
author = {Peter J. Dugan and
Holger Klinck and
John A. Zollweg and
Christopher W. Clark},
title = {Data Mining Sound Archives: {A} New Scalable Algorithm for Parallel-Distributing
Processing},
booktitle = {{IEEE} International Conference on Data Mining Workshop, {ICDMW} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {768--772},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDMW.2015.235},
doi = {10.1109/ICDMW.2015.235},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DuganKZC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mipro/RiedelGRGBMM15,
author = {Morris Riedel and
Markus G{\"{o}}tz and
Matthias Richerzhagen and
Philipp Glock and
Christian Bodenstein and
Ahmed Shiraz Memon and
M. Shahbaz Memon},
editor = {Petar Biljanovic and
Zeljko Butkovic and
Karolj Skala and
Branko Mikac and
Marina Cicin{-}Sain and
Vlado Sruk and
Slobodan Ribaric and
Stjepan Gros and
Boris Vrdoljak and
Mladen Mauher and
Andrej Sokolic},
title = {Scalable and parallel machine learning algorithms for statistical
data mining - Practice {\&} experience},
booktitle = {38th International Convention on Information and Communication Technology,
Electronics and Microelectronics, {MIPRO} 2015, Opatija, Croatia,
May 25-29, 2015},
pages = {204--209},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/MIPRO.2015.7160265},
doi = {10.1109/MIPRO.2015.7160265},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/mipro/RiedelGRGBMM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/CevherBS14,
author = {Volkan Cevher and
Stephen Becker and
Mark Schmidt},
title = {Convex Optimization for Big Data: Scalable, randomized, and parallel
algorithms for big data analytics},
journal = {{IEEE} Signal Process. Mag.},
volume = {31},
number = {5},
pages = {32--43},
year = {2014},
url = {https://doi.org/10.1109/MSP.2014.2329397},
doi = {10.1109/MSP.2014.2329397},
timestamp = {Thu, 23 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/CevherBS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tjs/KunasethRGKNV13,
author = {Manaschai Kunaseth and
David F. Richards and
James N. Glosli and
Rajiv K. Kalia and
Aiichiro Nakano and
Priya Vashishta},
title = {Analysis of scalable data-privatization threading algorithms for hybrid
MPI/OpenMP parallelization of molecular dynamics},
journal = {J. Supercomput.},
volume = {66},
number = {1},
pages = {406--430},
year = {2013},
url = {https://doi.org/10.1007/s11227-013-0915-x},
doi = {10.1007/S11227-013-0915-X},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tjs/KunasethRGKNV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/PatwaryPALMC13,
author = {Md. Mostofa Ali Patwary and
Diana Palsetia and
Ankit Agrawal and
Wei{-}keng Liao and
Fredrik Manne and
Alok N. Choudhary},
editor = {William Gropp and
Satoshi Matsuoka},
title = {Scalable parallel {OPTICS} data clustering using graph algorithmic
techniques},
booktitle = {International Conference for High Performance Computing, Networking,
Storage and Analysis, SC'13, Denver, CO, {USA} - November 17 - 21,
2013},
pages = {49:1--49:12},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2503210.2503255},
doi = {10.1145/2503210.2503255},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/PatwaryPALMC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/PatwaryPALMC12,
author = {Md. Mostofa Ali Patwary and
Diana Palsetia and
Ankit Agrawal and
Wei{-}keng Liao and
Fredrik Manne and
Alok N. Choudhary},
editor = {Jeffrey K. Hollingsworth},
title = {A new scalable parallel {DBSCAN} algorithm using the disjoint-set
data structure},
booktitle = {{SC} Conference on High Performance Computing Networking, Storage
and Analysis, {SC} '12, Salt Lake City, UT, {USA} - November 11 -
15, 2012},
pages = {62},
publisher = {{IEEE/ACM}},
year = {2012},
url = {https://doi.org/10.1109/SC.2012.9},
doi = {10.1109/SC.2012.9},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/PatwaryPALMC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/MoZW09,
author = {Zeyao Mo and
Aiqing Zhang and
Gabriel Wittum},
title = {Scalable Heuristic Algorithms for the Parallel Execution of Data Flow
Acyclic Digraphs},
journal = {{SIAM} J. Sci. Comput.},
volume = {31},
number = {5},
pages = {3626--3642},
year = {2009},
url = {https://doi.org/10.1137/050634554},
doi = {10.1137/050634554},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/MoZW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ncm/WangCZ09a,
author = {Jinlin Wang and
Xi Chen and
Kefa Zhou},
editor = {Jinhwa Kim and
Dursun Delen and
Jinsoo Park and
Franz Ko and
Chen Rui and
Jong Hyung Lee and
Jian Wang and
Gang Kou},
title = {Research on a Scalable Parallel Data Mining Algorithm},
booktitle = {International Conference on Networked Computing and Advanced Information
Management, {NCM} 2009, Fifth International Joint Conference on INC,
{IMS} and {IDC:} {INC} 2009: International Conference on Networked
Computing, {IMS} 2009: International Conference on Advanced Information
Management and Service, {IDC} 2009: International Conference on Digital
Content, Multimedia Technology and its Applications, Seoul, Korea,
August 25-27, 2009},
pages = {888--893},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/NCM.2009.330},
doi = {10.1109/NCM.2009.330},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ncm/WangCZ09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/WangcZ07,
author = {Kangjian Wang and
Yao Zheng},
editor = {Yong Shi and
G. Dick van Albada and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {A Scalable Parallel Software Volume Rendering Algorithm for Large-Scale
Unstructured Data},
booktitle = {Computational Science - {ICCS} 2007, 7th International Conference
Beijing, China, May 27-30, 2007, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4487},
pages = {482--489},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72584-8\_64},
doi = {10.1007/978-3-540-72584-8\_64},
timestamp = {Tue, 08 Nov 2022 08:34:32 +0100},
biburl = {https://dblp.org/rec/conf/iccS/WangcZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdcs/ZhouK06,
author = {Jianhong Zhou and
Ashfaq A. Khokhar},
title = {ParRescue: Scalable Parallel Algorithm and Implementation for Biclustering
over Large Distributed Datasets},
booktitle = {26th {IEEE} International Conference on Distributed Computing Systems
{(ICDCS} 2006), 4-7 July 2006, Lisboa, Portugal},
pages = {21},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDCS.2006.62},
doi = {10.1109/ICDCS.2006.62},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdcs/ZhouK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideas/GargMGB06,
author = {Ashwani Garg and
Ashish Mangla and
Neelima Gupta and
Vasudha Bhatnagar},
editor = {Bipin C. Desai and
Shyam K. Gupta},
title = {{PBIRCH:} {A} Scalable Parallel Clustering algorithm for Incremental
Data},
booktitle = {Tenth International Database Engineering and Applications Symposium
{(IDEAS} 2006), 11-14 December 2006, Delhi, India},
pages = {315--316},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/IDEAS.2006.36},
doi = {10.1109/IDEAS.2006.36},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ideas/GargMGB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/LadanyiRS02,
author = {Laszlo Lad{\'{a}}nyi and
Ted K. Ralphs and
Matthew J. Saltzman},
editor = {Peter M. A. Sloot and
Chih Jeng Kenneth Tan and
Jack J. Dongarra and
Alfons G. Hoekstra},
title = {Implementing Scalable Parallel Search Algorithms for Data-Intensive
Applications},
booktitle = {Computational Science - {ICCS} 2002, International Conference, Amsterdam,
The Netherlands, April 21-24, 2002. Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {2329},
pages = {592--602},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-46043-8\_60},
doi = {10.1007/3-540-46043-8\_60},
timestamp = {Tue, 14 May 2019 10:00:48 +0200},
biburl = {https://dblp.org/rec/conf/iccS/LadanyiRS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pc/ChristenHNRSA01,
author = {Peter Christen and
Markus Hegland and
Ole M{\o}ller Nielsen and
Stephen G. Roberts and
Peter E. Strazdins and
Irfan Altas},
title = {Scalable parallel algorithms for surface fitting and data mining},
journal = {Parallel Comput.},
volume = {27},
number = {7},
pages = {941--961},
year = {2001},
url = {https://doi.org/10.1016/S0167-8191(01)00076-X},
doi = {10.1016/S0167-8191(01)00076-X},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pc/ChristenHNRSA01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpp/NageshGC00,
author = {Harsha S. Nagesh and
Sanjay Goil and
Alok N. Choudhary},
title = {A Scalable Parallel Subspace Clustering Algorithm for Massive Data
Sets},
booktitle = {Proceedings of the 2000 International Conference on Parallel Processing,
{ICPP} 2000, Toronto, Canada, August 21-24, 2000},
pages = {477--486},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/ICPP.2000.876164},
doi = {10.1109/ICPP.2000.876164},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpp/NageshGC00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LawrenceAR99,
author = {Richard D. Lawrence and
George S. Alm{\'{a}}si and
Holly E. Rushmeier},
title = {A Scalable Parallel Algorithm for Self-Organizing Maps with Applications
to Sparse Data Mining Problems},
journal = {Data Min. Knowl. Discov.},
volume = {3},
number = {2},
pages = {171--195},
year = {1999},
url = {https://doi.org/10.1023/A:1009817804059},
doi = {10.1023/A:1009817804059},
timestamp = {Thu, 09 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/LawrenceAR99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/JoshiKK98,
author = {Mahesh V. Joshi and
George Karypis and
Vipin Kumar},
title = {ScalParC: {A} New Scalable and Efficient Parallel Classification Algorithm
for Mining Large Datasets},
booktitle = {12th International Parallel Processing Symposium / 9th Symposium on
Parallel and Distributed Processing {(IPPS/SPDP} '98), March 30 -
April 3, 1998, Orlando, Florida, USA, Proceedings},
pages = {573--579},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://doi.org/10.1109/IPPS.1998.669983},
doi = {10.1109/IPPS.1998.669983},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/JoshiKK98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prs/MaC97,
author = {Kwan{-}Liu Ma and
Thomas W. Crockett},
editor = {James S. Painter and
Gordon Stoll and
Kwa{-}Liu Ma},
title = {A scalable parallel cell-projection volume rendering algorithm for
three-dimensional unstructured data},
booktitle = {Proceedings of the {IEEE} Symposium on Parallel Rendering, {PRS} 1997,
Phoenix, Arizona, USA, October 20-21, 1997},
pages = {95},
publisher = {{ACM}},
year = {1997},
url = {https://doi.org/10.1145/266638.266664},
doi = {10.1145/266638.266664},
timestamp = {Tue, 24 May 2022 15:19:03 +0200},
biburl = {https://dblp.org/rec/conf/prs/MaC97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/BaderJC95,
author = {David A. Bader and
Joseph F. J{\'{a}}J{\'{a}} and
Rama Chellappa},
title = {Scalable data parallel algorithms for texture synthesis using Gibbs
random fields},
journal = {{IEEE} Trans. Image Process.},
volume = {4},
number = {10},
pages = {1456--1460},
year = {1995},
url = {https://doi.org/10.1109/83.465111},
doi = {10.1109/83.465111},
timestamp = {Fri, 02 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/BaderJC95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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