Issue 16/2020
Special Issue on Real-world Optimization Problems and Meta-heuristics (pp.11965/12239)/ Engineering Applications of Neural Networks 2018 (pp.12241/12362)
Content (65 Articles)
Special issue on “real-world optimization problems and meta-heuristics”
Seyedali Mirjalili
An improved cuckoo search algorithm with self-adaptive knowledge learning
Juan Li, Yuan-xiang Li, Sha-sha Tian, Jie-lin Xia
Exploiting flower constancy in flower pollination algorithm: improved biotic flower pollination algorithm and its experimental evaluation
Paweł Kopciewicz, Szymon Łukasik
A non-revisiting quantum-behaved particle swarm optimization based multilevel thresholding for image segmentation
Zhenlun Yang, Angus Wu
Solving multiple travelling officers problem with population-based optimization algorithms
Kyle K. Qin, Wei Shao, Yongli Ren, Jeffrey Chan, Flora D. Salim
Network characteristics for neighborhood field algorithms
Nian Ao, Mingbo Zhao, Qian Li, Shaocheng Qu, Zhou Wu
Optimum design of reinforced earth walls using evolutionary optimization algorithms
Ali R. Kashani, Ali Saneirad, Amir H. Gandomi
PSO-based novel resource scheduling technique to improve QoS parameters in cloud computing
Mohit Kumar, S. C. Sharma
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
Evolutionary model construction for electricity consumption prediction
Hui Song, A. K. Qin, Flora D. Salim
Modeling and optimization of a reliable blood supply chain network in crisis considering blood compatibility using MOGWO
Seyed Behzad Ghorashi, Maryam Hamedi, Ramin Sadeghian
Feature selection using binary grey wolf optimizer with elite-based crossover for Arabic text classification
Hamouda Chantar, Majdi Mafarja, Hamad Alsawalqah, Ali Asghar Heidari, Ibrahim Aljarah, Hossam Faris
Normal parameter reduction algorithm in soft set based on hybrid binary particle swarm and biogeography optimizer
Ali Safaa Sadiq, Mohammed Adam Tahir, Abdulghani Ali Ahmed, Abdullah Alghushami
Special issue on engineering applications of neural networks
Elias Pimenidis, Chrisina Jayne
Video tampering localisation using features learned from authentic content
Pamela Johnston, Eyad Elyan, Chrisina Jayne
An explanation-based approach for experiment reproducibility in recommender systems
Nikolaos Polatidis, Antonios Papaleonidas, Elias Pimenidis, Lazaros Iliadis
Integrated CS optimization and OLS for recurrent neural network in modeling microwave thermal process
Tong Liu, Shan Liang, Qingyu Xiong, Kai Wang
Robust anomaly identification algorithm for noisy signals: spacecraft solar panels model
Wael A. Murtada, Ehab A. Omran
Indoor human activity recognition using high-dimensional sensors and deep neural networks
Baptist Vandersmissen, Nicolas Knudde, Azarakhsh Jalalvand, Ivo Couckuyt, Tom Dhaene, Wesley De Neve
A honeybees-inspired heuristic algorithm for numerical optimisation
Muharrem Düğenci, Mehmet Emin Aydin
A novel recommendation method based on general matrix factorization and artificial neural networks
Stelios Kapetanakis, Nikolaos Polatidis, Gharbi Alshammari, Miltos Petridis
Single and ensemble classifiers for defect prediction in sheet metal forming under variability
M. A. Dib, N. J. Oliveira, A. E. Marques, M. C. Oliveira, J. V. Fernandes, B. M. Ribeiro, P. A. Prates
Tracking changes in user activity from unlabelled smart home sensor data using unsupervised learning methods
Prankit Gupta, Richard McClatchey, Praminda Caleb-Solly
Evolutionary algorithms and their applications to engineering problems
Adam Slowik, Halina Kwasnicka
Multi-verse optimizer algorithm: a comprehensive survey of its results, variants, and applications
Laith Abualigah
Full-reference image quality metric for blurry images and compressed images using hybrid dictionary learning
Zihan Zhou, Jing Li, Yong Xu, Yuhui Quan
Deep neural network-based predictive modeling of road accidents
Gyanendra Singh, Mahesh Pal, Yogender Yadav, Tushar Singla
A new hybrid algorithm to solve bound-constrained nonlinear optimization problems
Avijit Duary, Md Sadikur Rahman, Ali Akbar Shaikh, Seyed Taghi Akhavan Niaki, Asoke Kumar Bhunia
U-COSFIRE filters for vessel tortuosity quantification with application to automated diagnosis of retinopathy of prematurity
Sivakumar Ramachandran, Nicola Strisciuglio, Anand Vinekar, Renu John, George Azzopardi
Design of meta-heuristic computing paradigms for Hammerstein identification systems in electrically stimulated muscle models
Ammara Mehmood, Aneela Zameer, Naveed Ishtiaq Chaudhary, Sai Ho Ling, Muhammad Asif Zahoor Raja
An efficient XGBoost–DNN-based classification model for network intrusion detection system
Preethi Devan, Neelu Khare
Heartbeat classification by using a convolutional neural network trained with Walsh functions
Zümray Dokur, Tamer Ölmez
Iterative 3D feature enhancement network for pancreas segmentation from CT images
Juan Mo, Lei Zhang, Yan Wang, Haiying Huang
3D palmprint identification using blocked histogram and improved sparse representation-based classifier
Xuefei Bai, Zhaozong Meng, Nan Gao, Zonghua Zhang, David Zhang
Human action recognition using short-time motion energy template images and PCANet features
Amany Abdelbaky, Saleh Aly
Image denoising via structure-constrained low-rank approximation
Yongqin Zhang, Ruiwen Kang, Xianlin Peng, Jun Wang, Jihua Zhu, Jinye Peng, Hangfan Liu
Robust multi-kernelized correlators for UAV tracking with adaptive context analysis and dynamic weighted filters
Changhong Fu, Yujie He, Fuling Lin, Weijiang Xiong
Some new correlation coefficients of picture fuzzy sets with applications
Abdul Haseeb Ganie, Surender Singh, Pradeep Kumar Bhatia
Estimation of photovoltaic module model’s parameters using an improved electromagnetic-like algorithm
Hussein Mohammed Ridha, Chandima Gomes, Hashim Hizam
A multi-model methodology for forecasting sales and returns of liquefied petroleum gas cylinders
Aldina Correia, Cristina Lopes, Eliana Costa e Silva, Magda Monteiro, Rui Borges Lopes
A Randomized Block-Coordinate Adam online learning optimization algorithm
Yangfan Zhou, Mingchuan Zhang, Junlong Zhu, Ruijuan Zheng, Qingtao Wu
A study on the relationship between the rank of input data and the performance of random weight neural network
Weipeng Cao, Lei Hu, Jinzhu Gao, Xizhao Wang, Zhong Ming
Machine learning ensemble for neurological disorders
Harkawalpreet Kaur, Avleen Kaur Malhi, Husanbir Singh Pannu
A multi-objective algorithm for U-shaped disassembly line balancing with partial destructive mode
Kaipu Wang, Liang Gao, Xinyu Li
Neural network modeling for groundwater-level forecasting in coastal aquifers
Thendiyath Roshni, Madan K. Jha, J. Drisya
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
Subdata image encryption scheme based on compressive sensing and vector quantization
Haiju Fan, Kanglei Zhou, En Zhang, Wenying Wen, Ming Li
An enhanced learning algorithm with a particle filter-based gradient descent optimizer method
Patcharin Kamsing, Peerapong Torteeka, Soemsak Yooyen
Virtual weather stations for meteorological data estimations
B. M. Franco, L. Hernández-Callejo, L. M. Navas-Gracia
Global adaptive matrix-projective synchronization of delayed fractional-order competitive neural network with different time scales
Jinman He, Fangqi Chen, Tengfei Lei, Qinsheng Bi
Scale-fusion framework for improving video-based person re-identification performance
Li Cheng, Xiao-Yuan Jing, Xiaoke Zhu, Fei Ma, Chang-Hui Hu, Ziyun Cai, Fumin Qi
Hardware implementation of real-time pedestrian detection system
Abdelhamid Helali, Haythem Ameur, J. M. Górriz, J. Ramírez, Hassen Maaref
Lidstone-type problems on the whole real line and homoclinic solutions applied to infinite beams
Feliz Minhós, Hugo Carrasco
One-dimensional model for the unsteady flow of a generalized third-grade viscoelastic fluid
F. Carapau, P. Correia, T. Rabczuk, P. Areias
Backward-link computational imaging using batch learning networks
Jin Li, Fei Xing, Yanyan Liu, Zilong Liu
Deformation modeling and classification using deep convolutional neural networks for computerized analysis of neuropsychological drawings
Momina Moetesum, Imran Siddiqi, Shoaib Ehsan, Nicole Vincent
Deep-recursive residual network for image semantic segmentation
Yue Zhang, Xianrui Li, Mingquan Lin, Bernard Chiu, Mingbo Zhao
An enhanced KNN-based twin support vector machine with stable learning rules
Jalal A. Nasiri, Amir M. Mir
Robust regularized extreme learning machine with asymmetric Huber loss function
Deepak Gupta, Barenya Bikash Hazarika, Mohanadhas Berlin
Paper currency defect detection algorithm using quaternion uniform strength
Shan Gai, Xiaolin Xu, Bangshu Xiong
A data-driven operational integrated driving behavioral model on highways
Ling Huang, Hengcong Guo, Ronghui Zhang, Dezong Zhao, Jianping Wu
A density weighted fuzzy outlier clustering approach for class imbalanced learning
Xiaokang Wang, Huiwen Wang, Yihui Wang
Evolving deep neural networks using coevolutionary algorithms with multi-population strategy
Sreenivas Sremath Tirumala
LGSim: local task-invariant and global task-specific similarity for few-shot classification
Wenjing Li, Zhongcheng Wu, Jun Zhang, Tingting Ren, Fang Li