Issue 11/2020
Special Issue on Deep Learning: Emerging Trends, Applications and Research Challenges
Content (51 Articles)
Deep learning: emerging trends, applications and research challenges
Mu-Yen Chen, Hsiu-Sen Chiang, Edwin Lughofer, Erol Egrioglu
Design of building construction safety prediction model based on optimized BP neural network algorithm
Tao Shen, Yukari Nagai, Chan Gao
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
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
Hybridized neural network and decision tree based classifier for prognostic decision making in breast cancers
A. Suresh, R. Udendhran, M. Balamurgan
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
A high-performance CNN method for offline handwritten Chinese character recognition and visualization
Pavlo Melnyk, Zhiqiang You, Keqin Li
Constructing the regional intelligent economic decision support system based on fuzzy C-mean clustering algorithm
Jia Wang, Chuangang Yu, Juying Zhang
Analysis of multi-level capital market linkage driven by artificial intelligence and deep learning methods
Xinxin Jing, Pin Peng, Zhe Huang
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
ArWordVec: efficient word embedding models for Arabic tweets
Mohammed M. Fouad, Ahmed Mahany, Naif Aljohani, Rabeeh Ayaz Abbasi, Saeed-Ul Hassan
Applying data-mining techniques for discovering association rules
Mu-Jung Huang, Hsiu-Shu Sung, Tsu-Jen Hsieh, Ming-Cheng Wu, Shao-Hsi Chung
RETRACTED ARTICLE: Financial information prediction and information sharing supervision based on trend assessment and neural network
Xingyu Gao, Pu Zhang, Guanhua Huang, Hui Jiang, Zhuo Zhang
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
Using big data computing framework and parallelized PSO algorithm to construct the reservoir dispatching rule optimization
Wenjuan Zhang, Yingping Huang
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
Differential privacy data publishing in the big data platform of precise poverty alleviation
Suwei Gao, Changchun Zhou
Feature extraction method of 3D art creation based on deep learning
Kaiqing Chen, Xiaoqin Huang
Exploration of social media for sentiment analysis using deep learning
Liang-Chu Chen, Chia-Meng Lee, Mu-Yen Chen
Applying genetic algorithm and ant colony optimization algorithm into marine investigation path planning model
Ye Liang, Lindong Wang
A new intuitionistic fuzzy functions approach based on hesitation margin for time-series prediction
Ozge Cagcag Yolcu, Eren Bas, Erol Egrioglu, Ufuk Yolcu
A network representation method based on edge information extraction
Wei Fan, Hui Min Wang, Yan Xing, Rui Huang, W. H. Ip, Kai Leung Yung
A deep extraction model for an unseen keyphrase detection
Amin Ghazi Zahedi, Morteza Zahedi, Mansoor Fateh
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
Image semantic segmentation with an improved fully convolutional network
Kuo-Kun Tseng, Haichuan Sun, Junwu Liu, Jiaqi Li, K. L. Yung, W. H. Ip
Evaluation feedback information for optimization of mental health courses with deep learning methods
Wenhua Liu, Yijie Zhang
Image recognition method of building wall cracks based on feature distribution
Yuhua Zhang, Jiaqi Zheng, Wei Sun, Liang Shan
RETRACTED ARTICLE: Prediction research of financial time series based on deep learning
Zhaoyi Xu, Jia Zhang, Junyao Wang, Zhiming Xu
Improving decision-making efficiency of image game based on deep Q-learning
Zhe Ji, Wenjun Xiao
Prediction of fundraising outcomes for crowdfunding projects based on deep learning: a multimodel comparative study
Wei Wang, Hongsheng Zheng, Yenchun Jim Wu
Applying improved K-means algorithm into official service vehicle networking environment and research
Xiangxi Meng, Jianghua Lv, Shilong Ma
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
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
A parallel genetic approach to path-planning with upstream-current avoidance for multi-AUG deployment
Chien-Chou Shih, Mong-Fong Horng, Chun-Yu Chen
Electron radar search algorithm: a novel developed meta-heuristic algorithm
Sajjad Rahmanzadeh, Mir Saman Pishvaee
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
Energy management of the energy storage-based micro-grid-connected system: an SOGSNN strategy
Kallol Roy, Kamal Krishna Mandal, Atis Chandra Mandal
Development of an algorithm using the AHP method for selecting software according to its functionality
Shafagat Mahmudova, Zarifa Jabrailova