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Special Issue: Advances in Applied Computational Science

Guest Editors

Prof.  Kuen-Suan Chen
Department of Industrial Engineering and Management, National Chin-Yi University of Technology, Taiwan
Email: kschen@ncut.edu.tw


Prof. Tsang-Chuan Chang
College of Intelligence, National Taichung University of Science and Technology, Taichung, Taiwan
Email: changtc@nutc.edu.tw


Prof. Chun-Min Yu
Department of Industrial Engineering and Management, National Chin-Yi University of Technology, Taiwan
Email: march@ncut.edu.tw


Manuscript Topics

Computational science is a novel scientific application area focused on integrating computer science, statistics, applied mathematics, and other sciences to develop advanced computational techniques and simulations to solve complex engineering problems in various industries. In addition, the rapid development and advances of emerging technologies, such as the Internet of Things, Big Data, and Artificial Intelligence, have fostered innovation in various industries around the world. By integrating and applying computational science and relevant technologies, the various industries are thus making its way toward the goal of industrial intelligence. In view of this, this special issue focuses on computational science techniques applied in science, engineering, industry. We invite researchers to contribute original research articles as well as review articles to this special issue. The topics of this special issue include, but are not limited to the following:


• Machine Learning and Deep Learning
• Artificial Intelligence Applications
• Computational Optimization in Engineering and Techniques
• Computational Methods for Engineering Problems
• Multi-objective Decision Analysis in Engineering Systems
• Fuzzy Computing Applications in Industrial Engineering
• Computational Model for Production Data Analysis
• Statistical Computation and Data Analysis in Engineering


Instructions for authors
https://www.aimspress.com/mbe/news/solo-detail/instructionsforauthors
Please submit your manuscript to online submission system
http://oeps.aimspress.com/mbe/ch/author/login.aspx


Paper Submission

All manuscripts will be peer-reviewed before their acceptance for publication. The deadline for manuscript submission is 30 December 2021

Published Papers(26)

Research article
Analyzing the relationship between the vitamin D deficiency and COVID-19 mortality rate and modeling the time-delay interactions between body's immune healthy cells, infected cells, and virus particles with the effect of vitamin D levels
Hoang Pham
2022, Volume 19, Issue 9: 8975-9004. doi: 10.3934/mbe.2022417
Abstract HTML PDF Cited (3) Viewed (2684)
Research article
A branch and bound algorithm for optimal television commercial scheduling
Lu-Wen Liao
2022, Volume 19, Issue 5: 4933-4945. doi: 10.3934/mbe.2022231
Abstract HTML PDF Cited (1) Viewed (2349)
Research article
The research of recognition of peep door open state of ethylene cracking furnace based on deep learning
Qirui Li Baikun Zhang Delong Cui Zhiping Peng Jieguang He
2022, Volume 19, Issue 4: 3472-3486. doi: 10.3934/mbe.2022160
Abstract HTML PDF Cited (3) Viewed (3079)
Research article
TEP2MP: A text-emotion prediction model oriented to multi-participant text-conversation scenario with hybrid attention enhancement
Huan Rong Tinghuai Ma Xinyu Cao Xin Yu Gongchi Chen
2022, Volume 19, Issue 3: 2671-2699. doi: 10.3934/mbe.2022122
Abstract HTML PDF Cited (1) Viewed (2696)
Research article
An improved pix2pix model based on Gabor filter for robust color image rendering
Hong-an Li Min Zhang Zhenhua Yu Zhanli Li Na Li
2022, Volume 19, Issue 1: 86-101. doi: 10.3934/mbe.2022004
Abstract HTML PDF Cited (19) Viewed (3682)
Research article
Feature fusion and clustering for key frame extraction
Yunyun Sun Peng Li Zhaohui Jiang Sujun Hu
2021, Volume 18, Issue 6: 9294-9311. doi: 10.3934/mbe.2021457
Abstract HTML PDF Cited (7) Viewed (2884)
Research article
Probabilistic evaluation of CPT-based seismic soil liquefaction potential: towards the integration of interpretive structural modeling and bayesian belief network
Mahmood Ahmad Feezan Ahmad Jiandong Huang Muhammad Junaid Iqbal Muhammad Safdar Nima Pirhadi
2021, Volume 18, Issue 6: 9233-9252. doi: 10.3934/mbe.2021454
Abstract HTML PDF Cited (8) Viewed (3225)
Research article
Synthetic data generation with probabilistic Bayesian Networks
Grigoriy Gogoshin Sergio Branciamore Andrei S. Rodin
2021, Volume 18, Issue 6: 8603-8621. doi: 10.3934/mbe.2021426
Abstract HTML PDF Cited (9) Viewed (4484)
Research article
Crude oil prices and volatility prediction by a hybrid model based on kernel extreme learning machine
Hongli Niu Yazhi Zhao
2021, Volume 18, Issue 6: 8096-8122. doi: 10.3934/mbe.2021402
Abstract HTML PDF Cited (8) Viewed (3979)
Research article
1-norm based safe semi-supervised learning
Haitao Gan Zhi Yang Ji Wang Bing Li
2021, Volume 18, Issue 6: 7727-7742. doi: 10.3934/mbe.2021383
Abstract HTML PDF Viewed (2667)
Research article
Exploration of machine algorithms based on deep learning model and feature extraction
Yufeng Qian
2021, Volume 18, Issue 6: 7602-7618. doi: 10.3934/mbe.2021376
Abstract HTML PDF Cited (23) Viewed (4737)
Review
Development of surrogate models in reliability-based design optimization: A review
Xiaoke Li Qingyu Yang Yang Wang Xinyu Han Yang Cao Lei Fan Jun Ma
2021, Volume 18, Issue 5: 6386-6409. doi: 10.3934/mbe.2021317
Abstract HTML PDF Cited (10) Viewed (5428)
Research article
Detection system of dead and sick chickens in large scale farms based on artificial intelligence
Yiqin Bao Hongbing Lu Qiang Zhao Zhongxue Yang Wenbin Xu
2021, Volume 18, Issue 5: 6117-6135. doi: 10.3934/mbe.2021306
Abstract HTML PDF Cited (17) Viewed (5722)
Research article
Efficiently deep learning for monitoring Ipomoea cairica (L.) sweets in the wild
Fei Tang Dabin Zhang Xuehua Zhao
2021, Volume 18, Issue 2: 1121-1135. doi: 10.3934/mbe.2021060
Abstract HTML PDF Cited (6) Viewed (3163)
Research article
Depth of anesthesia prediction via EEG signals using convolutional neural network and ensemble empirical mode decomposition
Ravichandra Madanu Farhan Rahman Maysam F. Abbod Shou-Zen Fan Jiann-Shing Shieh
2021, Volume 18, Issue 5: 5047-5068. doi: 10.3934/mbe.2021257
Abstract HTML PDF Cited (16) Viewed (6022)
Research article
An improved Faster R-CNN for defect recognition of key components of transmission line
Hongxia Ni Minzhen Wang Liying Zhao
2021, Volume 18, Issue 4: 4679-4695. doi: 10.3934/mbe.2021237
Abstract HTML PDF Cited (26) Viewed (4194)
Research article
Applying deep learning to defect detection in printed circuit boards via a newest model of you-only-look-once
Venkat Anil Adibhatla Huan-Chuang Chih Chi-Chang Hsu Joseph Cheng Maysam F. Abbod Jiann-Shing Shieh
2021, Volume 18, Issue 4: 4411-4428. doi: 10.3934/mbe.2021223
Abstract HTML PDF Cited (64) Viewed (11305)
Research article
Multi-slot energy harvesting wireless communication in interference environment
Mingwei Wang Kaisheng Shi Zhao Wang Rui Yan Tao Lei Jiaqin Xiao
2021, Volume 18, Issue 4: 4127-4145. doi: 10.3934/mbe.2021207
Abstract HTML PDF Viewed (3229)
Research article
Research on multi decision making security performance of IoT identity resolution server based on AHP
Huqing Wang Zhixin Sun
2021, Volume 18, Issue 4: 3977-3992. doi: 10.3934/mbe.2021199
Abstract HTML PDF Cited (5) Viewed (2827)
Research article
An efficient binary Gradient-based optimizer for feature selection
Yugui Jiang Qifang Luo Yuanfei Wei Laith Abualigah Yongquan Zhou
2021, Volume 18, Issue 4: 3813-3854. doi: 10.3934/mbe.2021192
Abstract HTML PDF Cited (49) Viewed (4139)
Research article
Stock price forecasting based on Hausdorff fractional grey model with convolution and neural network
Wenhua Dong Chunna Zhao
2021, Volume 18, Issue 4: 3323-3347. doi: 10.3934/mbe.2021166
Abstract HTML PDF Cited (8) Viewed (4513)
Research article
Containment of rumor spread by selecting immune nodes in social networks
Hong Wu Zhijian Zhang Yabo Fang Shaotang Zhang Zuo Jiang Jian Huang Ping Li
2021, Volume 18, Issue 3: 2614-2631. doi: 10.3934/mbe.2021133
Abstract HTML PDF Cited (6) Viewed (3358)
Research article
A distributed quantile estimation algorithm of heavy-tailed distribution with massive datasets
Xiaoyue Xie Jian Shi
2021, Volume 18, Issue 1: 214-230. doi: 10.3934/mbe.2021011
Abstract HTML PDF Viewed (3422)
Research article
Entire product capability analysis chart with asymmetric tolerances index Spa
Chun-Min Yu Kun-Tzu Yu Kuen-Suan Chen
2020, Volume 17, Issue 6: 7605-7620. doi: 10.3934/mbe.2020387
Abstract HTML PDF Cited (4) Viewed (3374)
Research article
Strategies of similarity propagation in web service recommender systems
Kai Su Xuan Zhang Qing Liu Bin Xiao
2021, Volume 18, Issue 1: 530-550. doi: 10.3934/mbe.2021029
Abstract HTML PDF Cited (1) Viewed (2991)
Research article
Feature selection based on fuzzy joint mutual information maximization
Omar A. M. Salem Feng Liu Ahmed Sobhy Sherif Wen Zhang Xi Chen
2021, Volume 18, Issue 1: 305-327. doi: 10.3934/mbe.2021016
Abstract HTML PDF Cited (6) Viewed (4461)