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@inproceedings{DBLP:conf/bdc/ArmstrongBP19,
author = {Samuel Armstrong and
Kevin Bruhwiler and
Sangmi Lee Pallickara},
editor = {Kenneth Johnson and
Josef Spillner and
Xinghui Zhao and
Olga Datskova and
Blesson Varghese},
title = {Rapid, Progressive Sub-Graph Explorations for Interactive Visual Analytics
over Large-Scale Graph Datasets},
booktitle = {Proceedings of the 6th {IEEE/ACM} International Conference on Big
Data Computing, Applications and Technologies, {BDCAT} 2019, Auckland,
New Zealand, December 2-5, 2019},
pages = {1--10},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3365109.3368793},
doi = {10.1145/3365109.3368793},
timestamp = {Thu, 28 Nov 2019 12:35:01 +0100},
biburl = {https://dblp.org/rec/conf/bdc/ArmstrongBP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/ChenJSS19,
author = {Lu Chen and
Yunjie Jia and
Pei{-}Yun Sun and
Richard O. Sinnott},
editor = {Kenneth Johnson and
Josef Spillner and
Xinghui Zhao and
Olga Datskova and
Blesson Varghese},
title = {Identification and Classification of Trucks and Trailers on the Road
Network through Deep Learning},
booktitle = {Proceedings of the 6th {IEEE/ACM} International Conference on Big
Data Computing, Applications and Technologies, {BDCAT} 2019, Auckland,
New Zealand, December 2-5, 2019},
pages = {117--126},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3365109.3368781},
doi = {10.1145/3365109.3368781},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bdc/ChenJSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/CherringtonAL0W19,
author = {Marianne Cherrington and
David Airehrour and
Joan Lu and
Qiang Xu and
Stephen J. Wade and
Samaneh Madanian},
editor = {Kenneth Johnson and
Josef Spillner and
Xinghui Zhao and
Olga Datskova and
Blesson Varghese},
title = {Feature Selection Methods for Linked Data: Limitations, Capabilities
and Potentials},
booktitle = {Proceedings of the 6th {IEEE/ACM} International Conference on Big
Data Computing, Applications and Technologies, {BDCAT} 2019, Auckland,
New Zealand, December 2-5, 2019},
pages = {103--112},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3365109.3368792},
doi = {10.1145/3365109.3368792},
timestamp = {Wed, 06 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bdc/CherringtonAL0W19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/DassanayakeAMB19,
author = {Priyanthi M. Dassanayake and
Ashiq Anjum and
Warren Manning and
Craig Bower},
editor = {Kenneth Johnson and
Josef Spillner and
Xinghui Zhao and
Olga Datskova and
Blesson Varghese},
title = {A Deep Reinforcement Learning based Homeostatic System for Unmanned
Position Control},
booktitle = {Proceedings of the 6th {IEEE/ACM} International Conference on Big
Data Computing, Applications and Technologies, {BDCAT} 2019, Auckland,
New Zealand, December 2-5, 2019},
pages = {127--136},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3365109.3368780},
doi = {10.1145/3365109.3368780},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bdc/DassanayakeAMB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/EhrenfriedTWBSF19,
author = {Henrique Varella Ehrenfried and
Eduardo Todt and
Daniel Weingaertner and
Luis Carlos Erpen De Bona and
Fabiano Silva and
Marcos Didonet Del Fabro},
editor = {Kenneth Johnson and
Josef Spillner and
Xinghui Zhao and
Olga Datskova and
Blesson Varghese},
title = {Managing Open Data Evolution through Bi-dimensional Mappings},
booktitle = {Proceedings of the 6th {IEEE/ACM} International Conference on Big
Data Computing, Applications and Technologies, {BDCAT} 2019, Auckland,
New Zealand, December 2-5, 2019},
pages = {159--162},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3365109.3368774},
doi = {10.1145/3365109.3368774},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bdc/EhrenfriedTWBSF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/JalaliradSCS19,
author = {Amir Jalalirad and
Marco Scavuzzo and
Catalin Capota and
Michael R. Sprague},
editor = {Kenneth Johnson and
Josef Spillner and
Xinghui Zhao and
Olga Datskova and
Blesson Varghese},
title = {A Simple and Efficient Federated Recommender System},
booktitle = {Proceedings of the 6th {IEEE/ACM} International Conference on Big
Data Computing, Applications and Technologies, {BDCAT} 2019, Auckland,
New Zealand, December 2-5, 2019},
pages = {53--58},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3365109.3368788},
doi = {10.1145/3365109.3368788},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bdc/JalaliradSCS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/JeongKCJ19,
author = {Taehee Jeong and
Deeksha Prakash Kankalale and
Raymond Chau and
Hyeran Jeon},
editor = {Kenneth Johnson and
Josef Spillner and
Xinghui Zhao and
Olga Datskova and
Blesson Varghese},
title = {Going Deeper or Wider: Throughput Prediction for Cluster Tools with
Machine Learning},
booktitle = {Proceedings of the 6th {IEEE/ACM} International Conference on Big
Data Computing, Applications and Technologies, {BDCAT} 2019, Auckland,
New Zealand, December 2-5, 2019},
pages = {21--30},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3365109.3368786},
doi = {10.1145/3365109.3368786},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bdc/JeongKCJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/JinCCCJS19,
author = {Yuncheng Jin and
Zhihong Chen and
Zhaowei Cheng and
Chao Chen and
Xinyu Jin and
Bin Sun},
editor = {Kenneth Johnson and
Josef Spillner and
Xinghui Zhao and
Olga Datskova and
Blesson Varghese},
title = {Class-Level Adaptation Network with Self Training for Unsupervised
Domain Adaptation},
booktitle = {Proceedings of the 6th {IEEE/ACM} International Conference on Big
Data Computing, Applications and Technologies, {BDCAT} 2019, Auckland,
New Zealand, December 2-5, 2019},
pages = {137--143},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3365109.3368783},
doi = {10.1145/3365109.3368783},
timestamp = {Thu, 06 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bdc/JinCCCJS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/KatoNSA19,
author = {Sota Kato and
Takafumi Nakanishi and
Hirokazu Shimauchi and
Budrul Ahsan},
editor = {Kenneth Johnson and
Josef Spillner and
Xinghui Zhao and
Olga Datskova and
Blesson Varghese},
title = {Topic Variation Detection Method for Detecting Political Business
Cycles},
booktitle = {Proceedings of the 6th {IEEE/ACM} International Conference on Big
Data Computing, Applications and Technologies, {BDCAT} 2019, Auckland,
New Zealand, December 2-5, 2019},
pages = {85--93},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3365109.3368787},
doi = {10.1145/3365109.3368787},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bdc/KatoNSA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/LiuTX19,
author = {Jie Liu and
Yan Tang and
Xinyi Xu},
editor = {Kenneth Johnson and
Josef Spillner and
Xinghui Zhao and
Olga Datskova and
Blesson Varghese},
title = {{HISDOM:} {A} Hybrid Ontology Mapping System based on Convolutional
Neural Network and Dynamic Weight},
booktitle = {Proceedings of the 6th {IEEE/ACM} International Conference on Big
Data Computing, Applications and Technologies, {BDCAT} 2019, Auckland,
New Zealand, December 2-5, 2019},
pages = {67--70},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3365109.3368779},
doi = {10.1145/3365109.3368779},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bdc/LiuTX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/NelsonSMSC19,
author = {Mitchell Nelson and
Zachary Sorenson and
Joseph M. Myre and
Jason Sawin and
David Chiu},
editor = {Kenneth Johnson and
Josef Spillner and
Xinghui Zhao and
Olga Datskova and
Blesson Varghese},
title = {{GPU} Acceleration of Range Queries over Large Data Sets},
booktitle = {Proceedings of the 6th {IEEE/ACM} International Conference on Big
Data Computing, Applications and Technologies, {BDCAT} 2019, Auckland,
New Zealand, December 2-5, 2019},
pages = {11--20},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3365109.3368789},
doi = {10.1145/3365109.3368789},
timestamp = {Tue, 22 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bdc/NelsonSMSC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/PangSR19,
author = {Yan Pang and
Ganeshkumar Sundararaj and
Jiewen Ren},
editor = {Kenneth Johnson and
Josef Spillner and
Xinghui Zhao and
Olga Datskova and
Blesson Varghese},
title = {Cryptocurrency Price Prediction using Time Series and Social Sentiment
Data},
booktitle = {Proceedings of the 6th {IEEE/ACM} International Conference on Big
Data Computing, Applications and Technologies, {BDCAT} 2019, Auckland,
New Zealand, December 2-5, 2019},
pages = {35--41},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3365109.3368785},
doi = {10.1145/3365109.3368785},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bdc/PangSR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/SatoTK19,
author = {Takuto Sato and
Osamu Tatebe and
Hiroyuki Kusaka},
editor = {Kenneth Johnson and
Josef Spillner and
Xinghui Zhao and
Olga Datskova and
Blesson Varghese},
title = {In-situ Data Analysis System for High Resolution Meteorological Large
Eddy Simulation Model},
booktitle = {Proceedings of the 6th {IEEE/ACM} International Conference on Big
Data Computing, Applications and Technologies, {BDCAT} 2019, Auckland,
New Zealand, December 2-5, 2019},
pages = {155--158},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3365109.3368769},
doi = {10.1145/3365109.3368769},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bdc/SatoTK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/SerizawaT19,
author = {Kazuhiro Serizawa and
Osamu Tatebe},
editor = {Kenneth Johnson and
Josef Spillner and
Xinghui Zhao and
Olga Datskova and
Blesson Varghese},
title = {Accelerating Machine Learning {I/O} by Overlapping Data Staging and
Mini-batch Generations},
booktitle = {Proceedings of the 6th {IEEE/ACM} International Conference on Big
Data Computing, Applications and Technologies, {BDCAT} 2019, Auckland,
New Zealand, December 2-5, 2019},
pages = {31--34},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3365109.3368768},
doi = {10.1145/3365109.3368768},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bdc/SerizawaT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/SharmaS19,
author = {Chandan Sharma and
Roopak Sinha},
editor = {Kenneth Johnson and
Josef Spillner and
Xinghui Zhao and
Olga Datskova and
Blesson Varghese},
title = {A Schema-First Formalism for Labeled Property Graph Databases: Enabling
Structured Data Loading and Analytics},
booktitle = {Proceedings of the 6th {IEEE/ACM} International Conference on Big
Data Computing, Applications and Technologies, {BDCAT} 2019, Auckland,
New Zealand, December 2-5, 2019},
pages = {71--80},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3365109.3368782},
doi = {10.1145/3365109.3368782},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bdc/SharmaS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/VadranamGD19,
author = {Nagaraju Vadranam and
K. M. George and
Starla Marier Demings},
editor = {Kenneth Johnson and
Josef Spillner and
Xinghui Zhao and
Olga Datskova and
Blesson Varghese},
title = {An Analysis of Slant in Tweets: Case Study},
booktitle = {Proceedings of the 6th {IEEE/ACM} International Conference on Big
Data Computing, Applications and Technologies, {BDCAT} 2019, Auckland,
New Zealand, December 2-5, 2019},
pages = {59--62},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3365109.3368770},
doi = {10.1145/3365109.3368770},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bdc/VadranamGD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/WangFLCCCCS19,
author = {Chun{-}Yu Wang and
Shih{-}Hao Fuh and
Ta{-}Chun Lo and
Qi{-}Jun Cheng and
Yu{-}Cheng Chen and
Feng{-}Min Cho and
Jyh{-}Biau Chang and
Ce{-}Kuen Shieh},
editor = {Kenneth Johnson and
Josef Spillner and
Xinghui Zhao and
Olga Datskova and
Blesson Varghese},
title = {A Data Compacting Technique to reduce the NetFlow size in Botnet Detection
with BotCluster},
booktitle = {Proceedings of the 6th {IEEE/ACM} International Conference on Big
Data Computing, Applications and Technologies, {BDCAT} 2019, Auckland,
New Zealand, December 2-5, 2019},
pages = {81--84},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3365109.3368778},
doi = {10.1145/3365109.3368778},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bdc/WangFLCCCCS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/WanninayakeS19,
author = {Mihira Wanninayake and
Richard O. Sinnott},
editor = {Kenneth Johnson and
Josef Spillner and
Xinghui Zhao and
Olga Datskova and
Blesson Varghese},
title = {An Exploration of Commuter Travel Time Through Social Media Analytics
on the Cloud},
booktitle = {Proceedings of the 6th {IEEE/ACM} International Conference on Big
Data Computing, Applications and Technologies, {BDCAT} 2019, Auckland,
New Zealand, December 2-5, 2019},
pages = {43--51},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3365109.3368790},
doi = {10.1145/3365109.3368790},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bdc/WanninayakeS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/WenVLWG19,
author = {Musen Wen and
Deepak Kumar Vasthimal and
Alan Lu and
Tian Wang and
Aimin Guo},
editor = {Kenneth Johnson and
Josef Spillner and
Xinghui Zhao and
Olga Datskova and
Blesson Varghese},
title = {Building Large-Scale Deep Learning System for Entity Recognition in
E-Commerce Search},
booktitle = {Proceedings of the 6th {IEEE/ACM} International Conference on Big
Data Computing, Applications and Technologies, {BDCAT} 2019, Auckland,
New Zealand, December 2-5, 2019},
pages = {149--154},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3365109.3368765},
doi = {10.1145/3365109.3368765},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bdc/WenVLWG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/YanHJ19,
author = {Tao Yan and
Chongzhao Han and
Yong Jia},
editor = {Kenneth Johnson and
Josef Spillner and
Xinghui Zhao and
Olga Datskova and
Blesson Varghese},
title = {A Fused Intelligent Computing Approach Using Stock Big Data for Near
Future Trend Prediction},
booktitle = {Proceedings of the 6th {IEEE/ACM} International Conference on Big
Data Computing, Applications and Technologies, {BDCAT} 2019, Auckland,
New Zealand, December 2-5, 2019},
pages = {113--116},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3365109.3368775},
doi = {10.1145/3365109.3368775},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bdc/YanHJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/YuSMS19,
author = {Huaqing Yu and
Shining Song and
Shaoxi Ma and
Richard O. Sinnott},
editor = {Kenneth Johnson and
Josef Spillner and
Xinghui Zhao and
Olga Datskova and
Blesson Varghese},
title = {Estimating Fruit Crop Yield through Deep Learning},
booktitle = {Proceedings of the 6th {IEEE/ACM} International Conference on Big
Data Computing, Applications and Technologies, {BDCAT} 2019, Auckland,
New Zealand, December 2-5, 2019},
pages = {145--148},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3365109.3368766},
doi = {10.1145/3365109.3368766},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bdc/YuSMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/ZhangLOTC19,
author = {Alwin Yaoxian Zhang and
Sean Shao Wei Lam and
Marcus Eng Hock Ong and
Phua Hwee Tang and
Ling Ling Chan},
editor = {Kenneth Johnson and
Josef Spillner and
Xinghui Zhao and
Olga Datskova and
Blesson Varghese},
title = {Explainable {AI:} Classification of {MRI} Brain Scans Orders for Quality
Improvement},
booktitle = {Proceedings of the 6th {IEEE/ACM} International Conference on Big
Data Computing, Applications and Technologies, {BDCAT} 2019, Auckland,
New Zealand, December 2-5, 2019},
pages = {95--102},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3365109.3368791},
doi = {10.1145/3365109.3368791},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bdc/ZhangLOTC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdc/ZhaoLSW19,
author = {Peng Zhao and
Xinrui Lyu and
Richard O. Sinnott and
Shimin Wei},
editor = {Kenneth Johnson and
Josef Spillner and
Xinghui Zhao and
Olga Datskova and
Blesson Varghese},
title = {Crowd-Counting through a Cascaded, Multi-Task Convolutional Neural
Network},
booktitle = {Proceedings of the 6th {IEEE/ACM} International Conference on Big
Data Computing, Applications and Technologies, {BDCAT} 2019, Auckland,
New Zealand, December 2-5, 2019},
pages = {63--66},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3365109.3368767},
doi = {10.1145/3365109.3368767},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bdc/ZhaoLSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bdc/2019,
editor = {Kenneth Johnson and
Josef Spillner and
Xinghui Zhao and
Olga Datskova and
Blesson Varghese},
title = {Proceedings of the 6th {IEEE/ACM} International Conference on Big
Data Computing, Applications and Technologies, {BDCAT} 2019, Auckland,
New Zealand, December 2-5, 2019},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3365109},
doi = {10.1145/3365109},
isbn = {978-1-4503-7016-5},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bdc/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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