Volume 32, Issue 16 | Neural Computing and Applications

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Volume 32, Issue 16

August 2020

Special Issue on Real-world Optimization Problems and Meta-heuristics (pp.11965/12239)/ Engineering Applications of Neural Networks 2018 (pp.12241/12362)

Issue Editors:

Seyedali Mirjalili,
Elias Pimenidis,
Chrisina Jayne

65 articles in this issue

Special issue on “real-world optimization problems and meta-heuristics”
Seyedali Mirjalili
Editorial 19 May 2020 Pages: 11965 - 11966
An improved cuckoo search algorithm with self-adaptive knowledge learning
Juan Li
Yuan-xiang Li
Jie-lin Xia
Real-world Optimization Problems and Meta-heuristics 11 May 2019 Pages: 11967 - 11997
Exploiting flower constancy in flower pollination algorithm: improved biotic flower pollination algorithm and its experimental evaluation
Paweł Kopciewicz
Szymon Łukasik
Real-world Optimization Problems and Meta-heuristics Open access 10 April 2019 Pages: 11999 - 12010
A non-revisiting quantum-behaved particle swarm optimization based multilevel thresholding for image segmentation
Zhenlun Yang
Angus Wu
Real-world Optimization Problems and Meta-heuristics 22 April 2019 Pages: 12011 - 12031
Solving multiple travelling officers problem with population-based optimization algorithms
Kyle K. Qin
Wei Shao
Flora D. Salim
Real-world Optimization Problems and Meta-heuristics 17 May 2019 Pages: 12033 - 12059
Network characteristics for neighborhood field algorithms
Nian Ao
Mingbo Zhao
Zhou Wu
Real-world Optimization Problems and Meta-heuristics 18 May 2019 Pages: 12061 - 12078
Optimum design of reinforced earth walls using evolutionary optimization algorithms
Ali R. Kashani
Ali Saneirad
Amir H. Gandomi
Real-world Optimization Problems and Meta-heuristics 27 May 2019 Pages: 12079 - 12102
PSO-based novel resource scheduling technique to improve QoS parameters in cloud computing
Mohit Kumar
S. C. Sharma
Real-world Optimization Problems and Meta-heuristics 10 June 2019 Pages: 12103 - 12126
A non-convex economic load dispatch problem with valve loading effect using a hybrid grey wolf optimizer
Mohammed Azmi Al-Betar
Mohammed A. Awadallah
Monzer M. Krishan
Real-world Optimization Problems and Meta-heuristics 10 June 2019 Pages: 12127 - 12154
Evolutionary model construction for electricity consumption prediction
Hui Song
A. K. Qin
Flora D. Salim
Real-world Optimization Problems and Meta-heuristics 27 June 2019 Pages: 12155 - 12172
Modeling and optimization of a reliable blood supply chain network in crisis considering blood compatibility using MOGWO
Seyed Behzad Ghorashi
Maryam Hamedi
Ramin Sadeghian
Real-world Optimization Problems and Meta-heuristics 17 July 2019 Pages: 12173 - 12200
Feature selection using binary grey wolf optimizer with elite-based crossover for Arabic text classification
Hamouda Chantar
Majdi Mafarja
Hossam Faris
Real-world Optimization Problems and Meta-heuristics 30 July 2019 Pages: 12201 - 12220
Normal parameter reduction algorithm in soft set based on hybrid binary particle swarm and biogeography optimizer
Ali Safaa Sadiq
Mohammed Adam Tahir
Abdullah Alghushami
Real-world Optimization Problems and Meta-heuristics 21 August 2019 Pages: 12221 - 12239
Special issue on engineering applications of neural networks
Elias Pimenidis
Chrisina Jayne
Editorial 23 May 2020 Pages: 12241 - 12242
Video tampering localisation using features learned from authentic content
Pamela Johnston
Eyad Elyan
Chrisina Jayne
Engineering Applications of Neural Networks 2018 Open access 30 May 2019 Pages: 12243 - 12257
An explanation-based approach for experiment reproducibility in recommender systems
Nikolaos Polatidis
Antonios Papaleonidas
Lazaros Iliadis
Engineering Applications of Neural Networks 2018 27 May 2019 Pages: 12259 - 12266
Integrated CS optimization and OLS for recurrent neural network in modeling microwave thermal process
Tong Liu
Shan Liang
Kai Wang
Engineering Applications of Neural Networks 2018 26 June 2019 Pages: 12267 - 12280
Robust anomaly identification algorithm for noisy signals: spacecraft solar panels model
Wael A. Murtada
Ehab A. Omran
Engineering Applications of Neural Networks 2018 08 August 2019 Pages: 12281 - 12294
Indoor human activity recognition using high-dimensional sensors and deep neural networks
Baptist Vandersmissen
Nicolas Knudde
Wesley De Neve
Engineering Applications of Neural Networks 2018 09 August 2019 Pages: 12295 - 12309
A honeybees-inspired heuristic algorithm for numerical optimisation
Muharrem Düğenci
Mehmet Emin Aydin
Engineering Applications of Neural Networks 2018 Open access 16 October 2019 Pages: 12311 - 12325
A novel recommendation method based on general matrix factorization and artificial neural networks
Stelios Kapetanakis
Nikolaos Polatidis
Miltos Petridis
Engineering Applications of Neural Networks 2018 26 October 2019 Pages: 12327 - 12334
Single and ensemble classifiers for defect prediction in sheet metal forming under variability
M. A. Dib
N. J. Oliveira
P. A. Prates
Engineering Applications of Neural Networks 2018 Open access 06 December 2019 Pages: 12335 - 12349
Tracking changes in user activity from unlabelled smart home sensor data using unsupervised learning methods
Prankit Gupta
Richard McClatchey
Praminda Caleb-Solly
S.I. : Engineering Applications of Neural Networks 2018 Open access 25 January 2020 Pages: 12351 - 12362
Evolutionary algorithms and their applications to engineering problems
Adam Slowik
Halina Kwasnicka
Review Article Open access 16 March 2020 Pages: 12363 - 12379
Multi-verse optimizer algorithm: a comprehensive survey of its results, variants, and applications
Laith Abualigah
Review Article 16 March 2020 Pages: 12381 - 12401
Full-reference image quality metric for blurry images and compressed images using hybrid dictionary learning
Zihan Zhou
Jing Li
Yuhui Quan
Original Article 02 January 2020 Pages: 12403 - 12415
Deep neural network-based predictive modeling of road accidents
Gyanendra Singh
Mahesh Pal
Tushar Singla
Original Article 09 January 2020 Pages: 12417 - 12426
A new hybrid algorithm to solve bound-constrained nonlinear optimization problems
Avijit Duary
Md Sadikur Rahman
Asoke Kumar Bhunia
Original Article 02 January 2020 Pages: 12427 - 12452
U-COSFIRE filters for vessel tortuosity quantification with application to automated diagnosis of retinopathy of prematurity
Sivakumar Ramachandran
Nicola Strisciuglio
George Azzopardi
Original Article 03 January 2020 Pages: 12453 - 12468
Design of meta-heuristic computing paradigms for Hammerstein identification systems in electrically stimulated muscle models
Ammara Mehmood
Aneela Zameer
Muhammad Asif Zahoor Raja
Original Article 16 January 2020 Pages: 12469 - 12497
An efficient XGBoost–DNN-based classification model for network intrusion detection system
Preethi Devan
Neelu Khare
Original Article 19 January 2020 Pages: 12499 - 12514
Heartbeat classification by using a convolutional neural network trained with Walsh functions
Zümray Dokur
Tamer Ölmez
Original Article 16 January 2020 Pages: 12515 - 12534
Iterative 3D feature enhancement network for pancreas segmentation from CT images
Juan Mo
Lei Zhang
Haiying Huang
Original Article 21 January 2020 Pages: 12535 - 12546
3D palmprint identification using blocked histogram and improved sparse representation-based classifier
Xuefei Bai
Zhaozong Meng
David Zhang
Original Article 14 January 2020 Pages: 12547 - 12560
Human action recognition using short-time motion energy template images and PCANet features
Amany Abdelbaky
Saleh Aly
Original Article 19 January 2020 Pages: 12561 - 12574
Image denoising via structure-constrained low-rank approximation
Yongqin Zhang
Ruiwen Kang
Hangfan Liu
Original Article 13 February 2020 Pages: 12575 - 12590
Robust multi-kernelized correlators for UAV tracking with adaptive context analysis and dynamic weighted filters
Changhong Fu
Yujie He
Weijiang Xiong
Original Article 31 January 2020 Pages: 12591 - 12607
Some new correlation coefficients of picture fuzzy sets with applications
Abdul Haseeb Ganie
Surender Singh
Pradeep Kumar Bhatia
Original Article 17 January 2020 Pages: 12609 - 12625
Estimation of photovoltaic module model’s parameters using an improved electromagnetic-like algorithm
Hussein Mohammed Ridha
Chandima Gomes
Hashim Hizam
Original Article 19 January 2020 Pages: 12627 - 12642
A multi-model methodology for forecasting sales and returns of liquefied petroleum gas cylinders
Aldina Correia
Cristina Lopes
Rui Borges Lopes
Original Article 29 January 2020 Pages: 12643 - 12669
A Randomized Block-Coordinate Adam online learning optimization algorithm
Yangfan Zhou
Mingchuan Zhang
Qingtao Wu
Original Article 18 January 2020 Pages: 12671 - 12684
A study on the relationship between the rank of input data and the performance of random weight neural network
Weipeng Cao
Lei Hu
Zhong Ming
Original Article 22 January 2020 Pages: 12685 - 12696
Machine learning ensemble for neurological disorders
Harkawalpreet Kaur
Avleen Kaur Malhi
Husanbir Singh Pannu
Original Article 19 January 2020 Pages: 12697 - 12714
A multi-objective algorithm for U-shaped disassembly line balancing with partial destructive mode
Kaipu Wang
Liang Gao
Xinyu Li
Original Article 16 January 2020 Pages: 12715 - 12736
Neural network modeling for groundwater-level forecasting in coastal aquifers
Thendiyath Roshni
Madan K. Jha
J. Drisya
Original Article 17 January 2020 Pages: 12737 - 12754
Adaptive neural fault-tolerant control for uncertain MIMO nonlinear systems with actuator faults and coupled interconnections
Yong-Qiang Nai
Qing-Yu Yang
Zhi-Qiang Zhang
Original Article 21 January 2020 Pages: 12755 - 12770
Subdata image encryption scheme based on compressive sensing and vector quantization
Haiju Fan
Kanglei Zhou
Ming Li
Original Article 18 January 2020 Pages: 12771 - 12787
An enhanced learning algorithm with a particle filter-based gradient descent optimizer method
Patcharin Kamsing
Peerapong Torteeka
Soemsak Yooyen
Original Article 18 January 2020 Pages: 12789 - 12800
Virtual weather stations for meteorological data estimations
B. M. Franco
L. Hernández-Callejo
L. M. Navas-Gracia
Original Article 18 January 2020 Pages: 12801 - 12812
Global adaptive matrix-projective synchronization of delayed fractional-order competitive neural network with different time scales
Jinman He
Fangqi Chen
Qinsheng Bi
Original Article 20 January 2020 Pages: 12813 - 12826