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Soft Computing

Soft Computing 11/2020

Issue 11/2020

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

Table of Contents ( 51 Articles )

11-04-2020 | Editorial | Issue 11/2020

Deep learning: emerging trends, applications and research challenges

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

14-03-2019 | Focus | Issue 11/2020

Design of building construction safety prediction model based on optimized BP neural network algorithm

Tao Shen, Yukari Nagai, Chan Gao

14-03-2019 | Focus | Issue 11/2020

Exploration of stock index change prediction model based on the combination of principal component analysis and artificial neural network

Jiasheng Cao, Jinghan Wang

01-04-2019 | Focus | Issue 11/2020

Design of visual communication based on deep learning approaches

Lu Lu

11-04-2019 | Focus | Issue 11/2020

Exploration of artistic creation of Chinese ink style painting based on deep learning framework and convolutional neural network model

Shuangshuang Chen

29-04-2019 | Focus | Issue 11/2020

Robust optimization and mixed-integer linear programming model for LNG supply chain planning problem

Arun Kumar Sangaiah, Erfan Babaee Tirkolaee, Alireza Goli, Saeed Dehnavi-Arani

30-04-2019 | Focus | Issue 11/2020

Recognizing important factors of influencing trust in O2O models: an example of OpenTable

Jing-Rong Chang, Mu-Yen Chen, Long-Sheng Chen, Wan-Ting Chien

30-05-2019 | Focus | Issue 11/2020

Building the electronic evidence analysis model based on association rule mining and FP-growth algorithm

Yilan Wu, Jing Zhang

09-05-2019 | Focus | Issue 11/2020

Constructing rural e-commerce logistics model based on ant colony algorithm and artificial intelligence method

Zhitan Feng

17-05-2019 | Focus | Issue 11/2020

Hybridized neural network and decision tree based classifier for prognostic decision making in breast cancers

A. Suresh, R. Udendhran, M. Balamurgan

22-05-2019 | Focus | Issue 11/2020

On construction of the air pollution monitoring service with a hybrid database converter

Chao-Tung Yang, Shuo-Tsung Chen, Jung-Chun Liu, Pei-Lun Sun, Neil Y. Yen

30-05-2019 | Focus | Issue 11/2020

A high-performance CNN method for offline handwritten Chinese character recognition and visualization

Pavlo Melnyk, Zhiqiang You, Keqin Li

24-05-2019 | Focus | Issue 11/2020

Constructing the regional intelligent economic decision support system based on fuzzy C-mean clustering algorithm

Jia Wang, Chuangang Yu, Juying Zhang

30-05-2019 | Focus | Issue 11/2020

Auto-encoder-based generative models for data augmentation on regression problems

Hiroshi Ohno

03-06-2019 | Focus | Issue 11/2020

Analysis of multi-level capital market linkage driven by artificial intelligence and deep learning methods

Xinxin Jing, Pin Peng, Zhe Huang

30-05-2019 | Focus | Issue 11/2020

Online sequential pattern mining and association discovery by advanced artificial intelligence and machine learning techniques

Shian-Chang Huang, Chei-Chang Chiou, Jui-Te Chiang, Cheng-Feng Wu

03-06-2019 | Focus | Issue 11/2020

Application of cloud-based visual communication design in Internet of Things image

Xixia Liu

18-06-2019 | Focus | Issue 11/2020

Developing GAHP concepts for measurement of travel agency organizational performance

Jing-Wei Liu

26-06-2019 | Focus | Issue 11/2020

ArWordVec: efficient word embedding models for Arabic tweets

Mohammed M. Fouad, Ahmed Mahany, Naif Aljohani, Rabeeh Ayaz Abbasi, Saeed-Ul Hassan

13-07-2019 | Focus | Issue 11/2020

Applying data-mining techniques for discovering association rules

Mu-Jung Huang, Hsiu-Shu Sung, Tsu-Jen Hsieh, Ming-Cheng Wu, Shao-Hsi Chung

25-06-2019 | Focus | Issue 11/2020

Visual communication design elements of Internet of Things based on cloud computing applied in graffiti art schema

Haotian Wu, Guangan Li

26-06-2019 | Focus | Issue 11/2020

Financial information prediction and information sharing supervision based on trend assessment and neural network

Xingyu Gao, Pu Zhang, Guanhua Huang, Hui Jiang, Zhuo Zhang

01-08-2019 | Focus | Issue 11/2020

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

15-07-2019 | Focus | Issue 11/2020

Using big data computing framework and parallelized PSO algorithm to construct the reservoir dispatching rule optimization

Wenjuan Zhang, Yingping Huang

10-08-2019 | Focus | Issue 11/2020

A novel quality-of-service-aware web services composition using biogeography-based optimization algorithm

Arun Kumar Sangaiah, Gui-Bin Bian, Seyed Mostafa Bozorgi, Mohsen Yaghoubi Suraki, Ali Asghar Rahmani Hosseinabadi, Morteza Babazadeh Shareh

20-09-2019 | Focus | Issue 11/2020

Differential privacy data publishing in the big data platform of precise poverty alleviation

Suwei Gao, Changchun Zhou

20-09-2019 | Focus | Issue 11/2020

Feature extraction method of 3D art creation based on deep learning

Kaiqing Chen, Xiaoqin Huang

26-09-2019 | Focus | Issue 11/2020

A fused CNN model for WBC detection with MRMR feature selection and extreme learning machine

Fatih Özyurt

25-09-2019 | Focus | Issue 11/2020

Visualization analysis of big data research based on Citespace

Weihong Wang, Chang Lu

08-10-2019 | Focus | Issue 11/2020

Exploration of social media for sentiment analysis using deep learning

Liang-Chu Chen, Chia-Meng Lee, Mu-Yen Chen

16-10-2019 | Focus | Issue 11/2020

Applying genetic algorithm and ant colony optimization algorithm into marine investigation path planning model

Ye Liang, Lindong Wang

01-11-2019 | Focus | Issue 11/2020

A new intuitionistic fuzzy functions approach based on hesitation margin for time-series prediction

Ozge Cagcag Yolcu, Eren Bas, Erol Egrioglu, Ufuk Yolcu

20-11-2019 | Focus | Issue 11/2020

A network representation method based on edge information extraction

Wei Fan, Hui Min Wang, Yan Xing, Rui Huang, W. H. Ip, Kai Leung Yung

12-11-2019 | Focus | Issue 11/2020

A deep extraction model for an unseen keyphrase detection

Amin Ghazi Zahedi, Morteza Zahedi, Mansoor Fateh

11-11-2019 | Focus | Issue 11/2020

A new fuzzy time series method based on an ARMA-type recurrent Pi-Sigma artificial neural network

Cem Kocak, Ali Zafer Dalar, Ozge Cagcag Yolcu, Eren Bas, Erol Egrioglu

23-11-2019 | Focus | Issue 11/2020

Image semantic segmentation with an improved fully convolutional network

Kuo-Kun Tseng, Haichuan Sun, Junwu Liu, Jiaqi Li, K. L. Yung, W. H. Ip

04-12-2019 | Focus | Issue 11/2020

Evaluation feedback information for optimization of mental health courses with deep learning methods

Wenhua Liu, Yijie Zhang

02-01-2020 | Focus | Issue 11/2020

Image recognition method of building wall cracks based on feature distribution

Yuhua Zhang, Jiaqi Zheng, Wei Sun, Liang Shan

24-02-2020 | Focus | Issue 11/2020

Prediction research of financial time series based on deep learning

Zhaoyi Xu, Jia Zhang, Junyao Wang, Zhiming Xu

06-03-2020 | Focus | Issue 11/2020

Improving decision-making efficiency of image game based on deep Q-learning

Zhe Ji, Wenjun Xiao

07-03-2020 | Focus | Issue 11/2020

Prediction of fundraising outcomes for crowdfunding projects based on deep learning: a multimodel comparative study

Wei Wang, Hongsheng Zheng, Yenchun Jim Wu

05-03-2020 | Focus | Issue 11/2020

Analysis on the construction of sports match prediction model using neural network

Hang Li

03-04-2020 | Focus | Issue 11/2020

Applying improved K-means algorithm into official service vehicle networking environment and research

Xiangxi Meng, Jianghua Lv, Shilong Ma

27-04-2020 | Focus | Issue 11/2020

Analysis on the construction of ideological and political education system for college students based on mobile artificial intelligence terminal

Yuting Wang

08-10-2019 | Methodologies and Application | Issue 11/2020

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

10-10-2019 | Methodologies and Application | Issue 11/2020

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, Salim Qadir Mohammed, Zehui Shao, Alireza Rezvani, Saeed Mohajeryami

24-10-2019 | Methodologies and Application | Issue 11/2020

A parallel genetic approach to path-planning with upstream-current avoidance for multi-AUG deployment

Chien-Chou Shih, Mong-Fong Horng, Chun-Yu Chen

10-10-2019 | Methodologies and Application | Issue 11/2020

Electron radar search algorithm: a novel developed meta-heuristic algorithm

Sajjad Rahmanzadeh, Mir Saman Pishvaee

08-10-2019 | Methodologies and Application | Issue 11/2020

An intelligent and generic approach for detecting human emotions: a case study with facial expressions

Leandro Y. Mano, Bruno S. Faiçal, Vinícius P. Gonçalves, Gustavo Pessin, Pedro H. Gomes, André C. P. L. F. de Carvalho, Jó Ueyama

09-10-2019 | Methodologies and Application | Issue 11/2020

Energy management of the energy storage-based micro-grid-connected system: an SOGSNN strategy

Kallol Roy, Kamal Krishna Mandal, Atis Chandra Mandal

04-04-2020 | Methodologies and Application | Issue 11/2020

Development of an algorithm using the AHP method for selecting software according to its functionality

Shafagat Mahmudova, Zarifa Jabrailova

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