Volume 24, Issue 11 | Soft Computing

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Volume 24, Issue 11

A Fusion of Foundations, Methodologies and Applications

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Volume 24, Issue 11

June 2020

Special Issue on Deep Learning: Emerging Trends, Applications and Research Challenges

Issue Editors:

Mu-Yen Chen,
Hsiu-Sen Chiang,
Edwin Lughofer,
Erol Egrioglu

51 articles in this issue

Deep learning: emerging trends, applications and research challenges
Mu-Yen Chen
Hsiu-Sen Chiang
Erol Egrioglu
Editorial 11 April 2020 Pages: 7835 - 7838
Design of building construction safety prediction model based on optimized BP neural network algorithm
Tao Shen
Yukari Nagai
Chan Gao
Focus 14 March 2019 Pages: 7839 - 7850
Exploration of stock index change prediction model based on the combination of principal component analysis and artificial neural network
Jiasheng Cao
Jinghan Wang
Focus 14 March 2019 Pages: 7851 - 7860
Design of visual communication based on deep learning approaches
Lu Lu
Focus 01 April 2019 Pages: 7861 - 7872
Exploration of artistic creation of Chinese ink style painting based on deep learning framework and convolutional neural network model
Shuangshuang Chen
Focus 11 April 2019 Pages: 7873 - 7884
Robust optimization and mixed-integer linear programming model for LNG supply chain planning problem
Arun Kumar Sangaiah
Erfan Babaee Tirkolaee
Saeed Dehnavi-Arani
Focus 29 April 2019 Pages: 7885 - 7905
Recognizing important factors of influencing trust in O2O models: an example of OpenTable
Jing-Rong Chang
Mu-Yen Chen
Wan-Ting Chien
Focus 30 April 2019 Pages: 7907 - 7923
RETRACTED ARTICLE: Building the electronic evidence analysis model based on association rule mining and FP-growth algorithm
Yilan Wu
Jing Zhang
Focus 30 May 2019 Pages: 7925 - 7936
Constructing rural e-commerce logistics model based on ant colony algorithm and artificial intelligence method
Zhitan Feng
Focus 09 May 2019 Pages: 7937 - 7946
Hybridized neural network and decision tree based classifier for prognostic decision making in breast cancers
A. Suresh
R. Udendhran
M. Balamurgan
Focus 17 May 2019 Pages: 7947 - 7953
On construction of the air pollution monitoring service with a hybrid database converter
Chao-Tung Yang
Shuo-Tsung Chen
Neil Y. Yen
Focus 22 May 2019 Pages: 7955 - 7975
A high-performance CNN method for offline handwritten Chinese character recognition and visualization
Pavlo Melnyk
Zhiqiang You
Keqin Li
Focus 30 May 2019 Pages: 7977 - 7987
Constructing the regional intelligent economic decision support system based on fuzzy C-mean clustering algorithm
Jia Wang
Chuangang Yu
Juying Zhang
Focus 24 May 2019 Pages: 7989 - 7997
Auto-encoder-based generative models for data augmentation on regression problems
Hiroshi Ohno
Focus 30 May 2019 Pages: 7999 - 8009
Analysis of multi-level capital market linkage driven by artificial intelligence and deep learning methods
Xinxin Jing
Pin Peng
Zhe Huang
Focus 03 June 2019 Pages: 8011 - 8019
Online sequential pattern mining and association discovery by advanced artificial intelligence and machine learning techniques
Shian-Chang Huang
Chei-Chang Chiou
Cheng-Feng Wu
Focus 30 May 2019 Pages: 8021 - 8039
RETRACTED ARTICLE: Application of cloud-based visual communication design in Internet of Things image
Xixia Liu
Focus 03 June 2019 Pages: 8041 - 8050
Developing GAHP concepts for measurement of travel agency organizational performance
Jing-Wei Liu
Focus 18 June 2019 Pages: 8051 - 8059
ArWordVec: efficient word embedding models for Arabic tweets
Mohammed M. Fouad
Ahmed Mahany
Saeed-Ul Hassan
Focus 26 June 2019 Pages: 8061 - 8068
Applying data-mining techniques for discovering association rules
Mu-Jung Huang
Hsiu-Shu Sung
Shao-Hsi Chung
Focus 13 July 2019 Pages: 8069 - 8075
RETRACTED ARTICLE: Visual communication design elements of Internet of Things based on cloud computing applied in graffiti art schema
Haotian Wu
Guangan Li
Focus 25 June 2019 Pages: 8077 - 8086
RETRACTED ARTICLE: Financial information prediction and information sharing supervision based on trend assessment and neural network
Xingyu Gao
Pu Zhang
Zhuo Zhang
Focus 26 June 2019 Pages: 8087 - 8096
Using grey relational analysis and grey integrated multi-objective strategy to evaluate the risk factors of falling of aboriginal elders in Taiwan
Hsiao-Ching Huang
Tsai-Fu Tsai
Yi-Maun Subeq
Focus 01 August 2019 Pages: 8097 - 8112
Using big data computing framework and parallelized PSO algorithm to construct the reservoir dispatching rule optimization
Wenjuan Zhang
Yingping Huang
Focus 15 July 2019 Pages: 8113 - 8124
A novel quality-of-service-aware web services composition using biogeography-based optimization algorithm
Arun Kumar Sangaiah
Gui-Bin Bian
Morteza Babazadeh Shareh
Focus 10 August 2019 Pages: 8125 - 8137
Differential privacy data publishing in the big data platform of precise poverty alleviation
Suwei Gao
Changchun Zhou
Focus 20 September 2019 Pages: 8139 - 8147
Feature extraction method of 3D art creation based on deep learning
Kaiqing Chen
Xiaoqin Huang
Focus 20 September 2019 Pages: 8149 - 8161
A fused CNN model for WBC detection with MRMR feature selection and extreme learning machine
Fatih Özyurt
Focus 26 September 2019 Pages: 8163 - 8172
Visualization analysis of big data research based on Citespace
Weihong Wang
Chang Lu
Focus 25 September 2019 Pages: 8173 - 8186
Exploration of social media for sentiment analysis using deep learning
Liang-Chu Chen
Chia-Meng Lee
Mu-Yen Chen
Focus 08 October 2019 Pages: 8187 - 8197
Applying genetic algorithm and ant colony optimization algorithm into marine investigation path planning model
Ye Liang
Lindong Wang
Focus 16 October 2019 Pages: 8199 - 8210
A new intuitionistic fuzzy functions approach based on hesitation margin for time-series prediction
Ozge Cagcag Yolcu
Eren Bas
Ufuk Yolcu
Focus 01 November 2019 Pages: 8211 - 8222
A network representation method based on edge information extraction
Wei Fan
Hui Min Wang
Kai Leung Yung
Focus 20 November 2019 Pages: 8223 - 8231
A deep extraction model for an unseen keyphrase detection
Amin Ghazi Zahedi
Morteza Zahedi
Mansoor Fateh
Focus 12 November 2019 Pages: 8233 - 8242
A new fuzzy time series method based on an ARMA-type recurrent Pi-Sigma artificial neural network
Cem Kocak
Ali Zafer Dalar
Erol Egrioglu
Focus 11 November 2019 Pages: 8243 - 8252
Image semantic segmentation with an improved fully convolutional network
Kuo-Kun Tseng
Haichuan Sun
W. H. Ip
Focus 23 November 2019 Pages: 8253 - 8273
Evaluation feedback information for optimization of mental health courses with deep learning methods
Wenhua Liu
Yijie Zhang
Focus 04 December 2019 Pages: 8275 - 8283
Image recognition method of building wall cracks based on feature distribution
Yuhua Zhang
Jiaqi Zheng
Liang Shan
Focus 02 January 2020 Pages: 8285 - 8294
RETRACTED ARTICLE: Prediction research of financial time series based on deep learning
Zhaoyi Xu
Jia Zhang
Zhiming Xu
Focus 24 February 2020 Pages: 8295 - 8312
Improving decision-making efficiency of image game based on deep Q-learning
Zhe Ji
Wenjun Xiao
Focus 06 March 2020 Pages: 8313 - 8322
Prediction of fundraising outcomes for crowdfunding projects based on deep learning: a multimodel comparative study
Wei Wang
Hongsheng Zheng
Yenchun Jim Wu
Focus 07 March 2020 Pages: 8323 - 8341
Analysis on the construction of sports match prediction model using neural network
Hang Li
Focus 05 March 2020 Pages: 8343 - 8353
Applying improved K-means algorithm into official service vehicle networking environment and research
Xiangxi Meng
Jianghua Lv
Shilong Ma
Focus 03 April 2020 Pages: 8355 - 8363
RETRACTED ARTICLE: Analysis on the construction of ideological and political education system for college students based on mobile artificial intelligence terminal
Yuting Wang
Focus 27 April 2020 Pages: 8365 - 8375
Scheduling two-stage assembly flow shop with random machines breakdowns: integrated new self-adapted differential evolutionary and simulation approach
Hany Seidgar
Hamed Fazlollahtabar
Mostafa Zandieh
Methodologies and Application 08 October 2019 Pages: 8377 - 8401
Modeling and simulation of novel dynamic control strategy for PV–wind hybrid power system using FGS−PID and RBFNSM methods
Di Wu
Goran Saman Nariman
Saeed Mohajeryami
Methodologies and Application 10 October 2019 Pages: 8403 - 8425
A parallel genetic approach to path-planning with upstream-current avoidance for multi-AUG deployment
Chien-Chou Shih
Mong-Fong Horng
Chun-Yu Chen
Methodologies and Application 24 October 2019 Pages: 8427 - 8441
Electron radar search algorithm: a novel developed meta-heuristic algorithm
Sajjad Rahmanzadeh
Mir Saman Pishvaee
Methodologies and Application 10 October 2019 Pages: 8443 - 8465
An intelligent and generic approach for detecting human emotions: a case study with facial expressions
Leandro Y. Mano
Bruno S. Faiçal
Jó Ueyama
Methodologies and Application 08 October 2019 Pages: 8467 - 8479
Energy management of the energy storage-based micro-grid-connected system: an SOGSNN strategy
Kallol Roy
Kamal Krishna Mandal
Atis Chandra Mandal
Methodologies and Application 09 October 2019 Pages: 8481 - 8494