SI - Advances in Big Data and Deep Learning

Guest Editor: Wookey Lee

All papers will undergo the standard, rigorous journal review process and be accepted only if well-suited to the topic of this special issue and meeting the scientific level of the journal. Final decisions on all papers are made by the Editor in Chief.

Journal

The Journal of Supercomputing

The Journal of Supercomputing publishes papers on the technology, architecture and systems, algorithms, languages and programs, performance measures and methods, and applications of...

Wookey Lee

VOICE AI Research Institute

Showing 1-28 of 28 articles

Predicting product advertisement links using hybrid learning within social networks
Seyed Mohsen Ebadi Jokandan
Peyman Bayat
Mehdi Farrokhbakht Foumani
OriginalPaper 13 April 2023 Pages: 15023 - 15050
Large-scale tucker Tensor factorization for sparse and accurate decomposition
Jun-Gi Jang
Moonjeong Park
Lee Sael
OriginalPaper 27 May 2022 Pages: 17992 - 18022
Assessing severity of road cracks using deep learning-based segmentation and detection
Jongwoo Ha
Dongsoo Kim
Minsoo Kim
OriginalPaper Open access 22 May 2022 Pages: 17721 - 17735
Efficient rule mining and compression for RDF style KB based on Horn rules
Tangina Sultana
Young-Koo Lee
OriginalPaper 08 May 2022 Pages: 16553 - 16580
An efficient system using implicit feedback and lifelong learning approach to improve recommendation
Gautam Pal
OriginalPaper Open access 06 May 2022 Pages: 16394 - 16424
Efficient exact k-flexible aggregate nearest neighbor search in road networks using the M-tree
Moonyoung Chung
Soon J. Hyun
Woong-Kee Loh
OriginalPaper Open access 04 May 2022 Pages: 16286 - 16302
Enhancing gas detection-based swarming through deep reinforcement learning
Sangmin Lee
Seongjoon Park
Hwangnam Kim
OriginalPaper 09 April 2022 Pages: 14794 - 14812
Privacy-preserving kNN query processing algorithms via secure two-party computation over encrypted database in cloud computing
Hyeong-Jin Kim
Hyunjo Lee
Jae-Woo Chang
OriginalPaper Open access 17 January 2022 Pages: 9245 - 9284
Human pose, hand and mesh estimation using deep learning: a survey
Mukhiddin Toshpulatov
Wookey Lee
Arousha Haghighian Roudsari
OriginalPaper Open access 01 January 2022 Pages: 7616 - 7654
A parallel and accurate method for large-scale image segmentation on a cloud environment
Gangmin Park
Yong Seok Heo
Hyuk-Yoon Kwon
OriginalPaper 30 August 2021 Pages: 4330 - 4357
Structural break-aware pairs trading strategy using deep reinforcement learning
Jing-You Lu
Hsu-Chao Lai
Tian-Shyr Dai
OriginalPaper 17 August 2021 Pages: 3843 - 3882
A comparative experimental study of distributed storage engines for big spatial data processing using GeoSpark
Hansub Shin
Kisung Lee
Hyuk-Yoon Kwon
OriginalPaper 01 July 2021 Pages: 2556 - 2579
End-to-end deep learning-based autonomous driving control for high-speed environment
Cheol-jin Kim
Myung-jae Lee
Young-guk Ha
OriginalPaper 22 June 2021 Pages: 1961 - 1982
Visual analysis for panel data imputation with Bayesian network
Hanbyul Yeon
Seongbum Seo
Yun Jang
OriginalPaper 21 June 2021 Pages: 1759 - 1782
Dynamic programming-based computation of an optimal tap working pattern in nonferrous arc furnace
Sokchomrern Ean
Manas Bazarbaev
Kwan-Hee Yoo
OriginalPaper 31 May 2021 Pages: 640 - 666
TM-generation model: a template-based method for automatically solving mathematical word problems
Donggeon Lee
Kyung Seo Ki
Gahgene Gweon
OriginalPaper 15 May 2021 Pages: 14583 - 14599
Correction to: Efficient methods for finding an optimal network location for travel planning
Junkyu Lee
Seog Park
Correction 03 May 2021 Pages: 12581 - 12581
Balanced content space partitioning for pub/sub: a study on impact of varying partitioning granularity
Daegun Yoon
Zhetao Li
Sangyoon Oh
OriginalPaper 29 April 2021 Pages: 13676 - 13702
An efficient query optimization technique in big data using \(\sigma\)-ANFIS load balancer and CaM-BW optimizer
Deepak Kumar
Vijay Kumar Jha
OriginalPaper 19 April 2021 Pages: 13018 - 13045
Efficient methods for finding an optimal network location for travel planning
Junkyu Lee
Seog Park
OriginalPaper Open access 09 April 2021 Pages: 12561 - 12580
BCGAN: A CGAN-based over-sampling model using the boundary class for data balancing
Minjae Son
Seungwon Jung
Eenjun Hwang
OriginalPaper 05 March 2021 Pages: 10463 - 10487
Graph threshold algorithm
Wookey Lee
Justin JongSu Song
James J. H. Lee
OriginalPaper 19 February 2021 Pages: 9827 - 9847
Optimal TAL-based registration with cell-based central policy in mobile cellular networks: a semi-Markov process approach
Hee-Seon Jang
Jang Hyun Baek
OriginalPaper 03 February 2021 Pages: 9172 - 9189
GPU-based embedded edge server configuration and offloading for a neural network service
JooHwan Kim
Shan Ullah
Deok-Hwan Kim
OriginalPaper 25 January 2021 Pages: 8593 - 8621
A method of activity-based software maintenance cost estimation for package software
Kyoung-ae Jang
Woo-Je Kim
OriginalPaper 14 January 2021 Pages: 8151 - 8171
Sequence-aware similarity learning for next-item recommendation
Zhuoxin Zhan
Liulan Zhong
Zhong Ming
OriginalPaper 04 January 2021 Pages: 7509 - 7534
Exploiting uninteresting items for effective graph-based one-class collaborative filtering
Yeon-Chang Lee
Jiwon Son
Sang-Wook Kim
OriginalPaper 04 January 2021 Pages: 6832 - 6851
α-Probabilistic flexible aggregate nearest neighbor search in road networks using landmark multidimensional scaling
Moonyoung Chung
Woong-Kee Loh
OriginalPaper Open access 30 November 2020 Pages: 2138 - 2153

SI - Advances in Big Data and Deep Learning

Participating journal

The Journal of Supercomputing

Editors

Wookey Lee

Articles

Predicting product advertisement links using hybrid learning within social networks

Large-scale tucker Tensor factorization for sparse and accurate decomposition

Assessing severity of road cracks using deep learning-based segmentation and detection

Efficient rule mining and compression for RDF style KB based on Horn rules

An efficient system using implicit feedback and lifelong learning approach to improve recommendation

Efficient exact k-flexible aggregate nearest neighbor search in road networks using the M-tree

Enhancing gas detection-based swarming through deep reinforcement learning

Privacy-preserving kNN query processing algorithms via secure two-party computation over encrypted database in cloud computing

Human pose, hand and mesh estimation using deep learning: a survey

A parallel and accurate method for large-scale image segmentation on a cloud environment

Structural break-aware pairs trading strategy using deep reinforcement learning

A comparative experimental study of distributed storage engines for big spatial data processing using GeoSpark

End-to-end deep learning-based autonomous driving control for high-speed environment

Visual analysis for panel data imputation with Bayesian network

Dynamic programming-based computation of an optimal tap working pattern in nonferrous arc furnace

TM-generation model: a template-based method for automatically solving mathematical word problems

Correction to: Efficient methods for finding an optimal network location for travel planning

Balanced content space partitioning for pub/sub: a study on impact of varying partitioning granularity

An efficient query optimization technique in big data using \(\sigma\)-ANFIS load balancer and CaM-BW optimizer

Efficient methods for finding an optimal network location for travel planning

BCGAN: A CGAN-based over-sampling model using the boundary class for data balancing

Graph threshold algorithm

Optimal TAL-based registration with cell-based central policy in mobile cellular networks: a semi-Markov process approach

GPU-based embedded edge server configuration and offloading for a neural network service

A method of activity-based software maintenance cost estimation for package software

Sequence-aware similarity learning for next-item recommendation

Exploiting uninteresting items for effective graph-based one-class collaborative filtering

α-Probabilistic flexible aggregate nearest neighbor search in road networks using landmark multidimensional scaling

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Wookey Lee

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