Collection

SI - Advances in Big Data and Deep Learning

Submission status: Closed

Editors

Wookey Lee

Wookey Lee

VOICE AI Research Institute

Articles (28 in this collection)

Predicting product advertisement links using hybrid learning within social networks

Authors
- Seyed Mohsen Ebadi Jokandan
- Peyman Bayat
- Mehdi Farrokhbakht Foumani
- Content type: OriginalPaper
- Published: 13 April 2023
- Pages: 15023 - 15050
Large-scale tucker Tensor factorization for sparse and accurate decomposition

Authors (first, second and last of 4)
- Jun-Gi Jang
- Moonjeong Park
- Lee Sael
- Content type: OriginalPaper
- Published: 27 May 2022
- Pages: 17992 - 18022
Assessing severity of road cracks using deep learning-based segmentation and detection

Authors
- Jongwoo Ha
- Dongsoo Kim
- Minsoo Kim
- Content type: OriginalPaper
- Open Access
- Published: 22 May 2022
- Pages: 17721 - 17735
Efficient rule mining and compression for RDF style KB based on Horn rules

Authors
- Tangina Sultana
- Young-Koo Lee
- Content type: OriginalPaper
- Published: 08 May 2022
- Pages: 16553 - 16580
An efficient system using implicit feedback and lifelong learning approach to improve recommendation

Authors
- Gautam Pal
- Content type: OriginalPaper
- Open Access
- Published: 06 May 2022
- Pages: 16394 - 16424
Efficient exact k-flexible aggregate nearest neighbor search in road networks using the M-tree

Authors
- Moonyoung Chung
- Soon J. Hyun
- Woong-Kee Loh
- Content type: OriginalPaper
- Open Access
- Published: 04 May 2022
- Pages: 16286 - 16302
Enhancing gas detection-based swarming through deep reinforcement learning

Authors
- Sangmin Lee
- Seongjoon Park
- Hwangnam Kim
- Content type: OriginalPaper
- Published: 09 April 2022
- Pages: 14794 - 14812
Privacy-preserving kNN query processing algorithms via secure two-party computation over encrypted database in cloud computing

Authors (first, second and last of 4)
- Hyeong-Jin Kim
- Hyunjo Lee
- Jae-Woo Chang
- Content type: OriginalPaper
- Open Access
- Published: 17 January 2022
- Pages: 9245 - 9284
Human pose, hand and mesh estimation using deep learning: a survey

Authors (first, second and last of 4)
- Mukhiddin Toshpulatov
- Wookey Lee
- Arousha Haghighian Roudsari
- Content type: OriginalPaper
- Open Access
- Published: 01 January 2022
- Pages: 7616 - 7654
A parallel and accurate method for large-scale image segmentation on a cloud environment

Authors (first, second and last of 4)
- Gangmin Park
- Yong Seok Heo
- Hyuk-Yoon Kwon
- Content type: OriginalPaper
- Published: 30 August 2021
- Pages: 4330 - 4357
Structural break-aware pairs trading strategy using deep reinforcement learning

Authors (first, second and last of 9)
- Jing-You Lu
- Hsu-Chao Lai
- Tian-Shyr Dai
- Content type: OriginalPaper
- Published: 17 August 2021
- Pages: 3843 - 3882
A comparative experimental study of distributed storage engines for big spatial data processing using GeoSpark

Authors
- Hansub Shin
- Kisung Lee
- Hyuk-Yoon Kwon
- Content type: OriginalPaper
- Published: 01 July 2021
- Pages: 2556 - 2579
End-to-end deep learning-based autonomous driving control for high-speed environment

Authors (first, second and last of 4)
- Cheol-jin Kim
- Myung-jae Lee
- Young-guk Ha
- Content type: OriginalPaper
- Published: 22 June 2021
- Pages: 1961 - 1982
Visual analysis for panel data imputation with Bayesian network

Authors (first, second and last of 4)
- Hanbyul Yeon
- Seongbum Seo
- Yun Jang
- Content type: OriginalPaper
- Published: 21 June 2021
- Pages: 1759 - 1782
Dynamic programming-based computation of an optimal tap working pattern in nonferrous arc furnace

Authors (first, second and last of 5)
- Sokchomrern Ean
- Manas Bazarbaev
- Kwan-Hee Yoo
- Content type: OriginalPaper
- Published: 31 May 2021
- Pages: 640 - 666
TM-generation model: a template-based method for automatically solving mathematical word problems

Authors (first, second and last of 4)
- Donggeon Lee
- Kyung Seo Ki
- Gahgene Gweon
- Content type: OriginalPaper
- Published: 15 May 2021
- Pages: 14583 - 14599
Correction to: Efficient methods for finding an optimal network location for travel planning

Authors
- Junkyu Lee
- Seog Park
- Content type: Correction
- Published: 03 May 2021
- Pages: 12581 - 12581
Balanced content space partitioning for pub/sub: a study on impact of varying partitioning granularity

Authors
- Daegun Yoon
- Zhetao Li
- Sangyoon Oh
- Content type: OriginalPaper
- Published: 29 April 2021
- Pages: 13676 - 13702
An efficient query optimization technique in big data using \(\sigma\)-ANFIS load balancer and CaM-BW optimizer

Authors
- Deepak Kumar
- Vijay Kumar Jha
- Content type: OriginalPaper
- Published: 19 April 2021
- Pages: 13018 - 13045
Efficient methods for finding an optimal network location for travel planning

Authors
- Junkyu Lee
- Seog Park
- Content type: OriginalPaper
- Open Access
- Published: 09 April 2021
- Pages: 12561 - 12580
BCGAN: A CGAN-based over-sampling model using the boundary class for data balancing

Authors (first, second and last of 4)
- Minjae Son
- Seungwon Jung
- Eenjun Hwang
- Content type: OriginalPaper
- Published: 05 March 2021
- Pages: 10463 - 10487
Graph threshold algorithm

Authors (first, second and last of 5)
- Wookey Lee
- Justin JongSu Song
- James J. H. Lee
- Content type: OriginalPaper
- Published: 19 February 2021
- Pages: 9827 - 9847
Optimal TAL-based registration with cell-based central policy in mobile cellular networks: a semi-Markov process approach

Authors
- Hee-Seon Jang
- Jang Hyun Baek
- Content type: OriginalPaper
- Published: 03 February 2021
- Pages: 9172 - 9189
GPU-based embedded edge server configuration and offloading for a neural network service

Authors
- JooHwan Kim
- Shan Ullah
- Deok-Hwan Kim
- Content type: OriginalPaper
- Published: 25 January 2021
- Pages: 8593 - 8621
A method of activity-based software maintenance cost estimation for package software

Authors
- Kyoung-ae Jang
- Woo-Je Kim
- Content type: OriginalPaper
- Published: 14 January 2021
- Pages: 8151 - 8171
Sequence-aware similarity learning for next-item recommendation

Authors (first, second and last of 5)
- Zhuoxin Zhan
- Liulan Zhong
- Zhong Ming
- Content type: OriginalPaper
- Published: 04 January 2021
- Pages: 7509 - 7534
Exploiting uninteresting items for effective graph-based one-class collaborative filtering

Authors (first, second and last of 5)
- Yeon-Chang Lee
- Jiwon Son
- Sang-Wook Kim
- Content type: OriginalPaper
- Published: 04 January 2021
- Pages: 6832 - 6851
α-Probabilistic flexible aggregate nearest neighbor search in road networks using landmark multidimensional scaling

Authors
- Moonyoung Chung
- Woong-Kee Loh
- Content type: OriginalPaper
- Open Access
- Published: 30 November 2020
- Pages: 2138 - 2153

SI - Advances in Big Data and Deep Learning

Editors

Articles (28 in this collection)

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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The Journal of Supercomputing

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SI - Advances in Big Data and Deep Learning

Editors

Wookey Lee

Articles (28 in this collection)

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