Ausgabe 5/2021
Inhalt (24 Artikel)
A deep learning method for motor fault diagnosis based on a capsule network with gate-structure dilated convolutions
Yu Liang, Binbin Li, Bin Jiao
Optimization of supply chain efficiency management based on machine learning and neural network
Chaoliang Han, Qi Zhang
Adaptive fuzzy controlled hybrid shunt active power filter for power quality enhancement
Alok K. Mishra, Prakash K. Ray, Ranjan K. Mallick, Asit Mohanty, Soumya R. Das
Cooperative coding and caching scheduling via binary particle swarm optimization in software-defined vehicular networks
Ke Xiao, Kai Liu, Xincao Xu, Liang Feng, Zhou Wu, Qiangwei Zhao
Design of backtracking search heuristics for parameter estimation of power signals
Ammara Mehmood, Peng Shi, Muhammad Asif Zahoor Raja, Aneela Zameer, Naveed Ishtiaq Chaudhary
Format-aware learn&fuzz: deep test data generation for efficient fuzzing
Morteza Zakeri Nasrabadi, Saeed Parsa, Akram Kalaee
Deep learning controller for nonlinear system based on Lyapunov stability criterion
Ahmad M. Zaki, Ahmad M. El-Nagar, Mohammad El-Bardini, F. A. S. Soliman
An ensemble method to improve prediction of earthquake-induced soil liquefaction: a multi-dataset study
Junfei Zhang, Yuhang Wang
A two-step combined algorithm based on NARX neural network and the subsequent prediction of the residues improves prediction accuracy of the greenhouse gases concentrations
Alexander Buevich, Alexander Sergeev, Andrey Shichkin, Elena Baglaeva
An improved bat optimization algorithm to solve the tasks scheduling problem in open shop
Morteza Babazadeh Shareh, Shirin Hatami Bargh, Ali Asghar Rahmani Hosseinabadi, Adam Slowik
SSNET: an improved deep hybrid network for hyperspectral image classification
Arati Paul, Sanghamita Bhoumik, Nabendu Chaki
Hybrid multi-objective opposite-learning evolutionary algorithm for integrated production and maintenance scheduling with energy consideration
Binghai Zhou, Xiujuan Li, Wenlong Liu
Social movie recommender system based on deep autoencoder network using Twitter data
Hossein Tahmasebi, Reza Ravanmehr, Rezvan Mohamadrezaei
An effective method to solve the problem of electric distribution network reconfiguration considering distributed generations for energy loss reduction
Thuan Thanh Nguyen, Thang Trung Nguyen, Long Thanh Duong, Viet Anh Truong
Comparison of fuzzy inference algorithms for stream flow prediction
Ruhhee Tabbussum, Abdul Qayoom Dar
Design and implementation of an autonomous EGR cooling system using deep neural network prediction to reduce NOx emission and fuel consumption of diesel engine
Halil İbrahim Akolaş, Alirıza Kaleli, Kadir Bakirci
An improved artificial bee colony algorithm based on mean best-guided approach for continuous optimization problems and real brain MRI images segmentation
Ayat Alrosan, Waleed Alomoush, Norita Norwawi, Mohammed Alswaitti, Sharif Naser Makhadmeh
Construction of the knowledge service model of a port supply chain enterprise in a big data environment
Yang Bo, Yang Meifang
From MCDA to Fuzzy MCDA: violation of basic axiom and how to fix it
Boris Yatsalo, Alexander Korobov, Luis Martínez
Crop growth stage estimation prior to canopy closure using deep learning algorithms
Sanaz Rasti, Chris J. Bleakley, Guénolé C. M. Silvestre, N. M. Holden, David Langton, Gregory M. P. O’Hare
Correction to: Sparse regressions and particle swarm optimization in training high-order Takagi–Sugeno fuzzy systems
Krzysztof Wiktorowicz, Tomasz Krzeszowski, Krzysztof Przednowek
Correction to: Design and implementation of an autonomous EGR cooling system using deep neural network prediction to reduce NOx emission and fuel consumption of diesel engine
Halil İbrahim Akolaş, Alirıza Kaleli, Kadir Bakirci
Correction to: “SPOCU”: scaled polynomial constant unit activation function
Jozef Kiseľák, Ying Lu, Ján Švihra, Peter Szépe, Milan Stehlík