Issue 11/2021
Content (50 Articles)
Color face recognition using novel fractional-order multi-channel exponent moments
Khalid M. Hosny, Mohamed Abd Elaziz, Mohamed M. Darwish
Benchmarking performance of machine and deep learning-based methodologies for Urdu text document classification
Muhammad Nabeel Asim, Muhammad Usman Ghani, Muhammad Ali Ibrahim, Waqar Mahmood, Andreas Dengel, Sheraz Ahmed
A universal closed-loop brain–machine interface framework design and its application to a joint prosthesis
Hongguang Pan, Wenyu Mi, Haoqian Song, Fei Liu
Vertex covering problems of fuzzy graphs and their application in CCTV installation
Anushree Bhattacharya, Madhumangal Pal
AutoRWN: automatic construction and training of random weight networks using competitive swarm of agents
Mohammed Eshtay, Hossam Faris, Ali Asghar Heidari, Ala’ M. Al-Zoubi, Ibrahim Aljarah
A novel time-varying modeling and signal processing approach for epileptic seizure detection and classification
Qinghua Wang, Hua-Liang Wei, Lina Wang, Song Xu
Multiscale-based multimodal image classification of brain tumor using deep learning method
R. Rajasree, C. Christopher Columbus, C. Shilaja
Parameter estimation of PEMFC model based on Harris Hawks’ optimization and atom search optimization algorithms
Mahmoud A. Mossa, Omar Makram Kamel, Hamdy M. Sultan, Ahmed A. Zaki Diab
Exploring the best sequence LSTM modeling architecture for flood prediction
Wei Li, Amin Kiaghadi, Clint Dawson
Non-deterministic and emotional chatting machine: learning emotional conversation generation using conditional variational autoencoders
Kaichun Yao, Libo Zhang, Tiejian Luo, Dawei Du, Yanjun Wu
The neural network collocation method for solving partial differential equations
Adam R. Brink, David A. Najera-Flores, Cari Martinez
Iris presentation attack detection based on best-k feature selection from YOLO inspired RoI
Meenakshi Choudhary, Vivek Tiwari, Venkanna Uduthalapally
Adaptive neural network output feedback control of incommensurate fractional-order PMSMs with input saturation via command filtering and state observer
Senkui Lu, Xingcheng Wang
Deep representation-based packetized predictive compensation for networked nonlinear systems
Shaofeng Chen, Yang Cao, Yu Kang, Bingyu Sun, Xuefeng Wang
In-depth analysis of financial market based on iris recognition algorithm of MATLAB GUI
Meng Meng, Jiuhong Yu
Risk evaluation in failure modes and effects analysis: hybrid TOPSIS and ELECTRE I solutions with Pythagorean fuzzy information
Muhammad Akram, Anam Luqman, Jose Carlos R. Alcantud
Semi-supervised deep learning based named entity recognition model to parse education section of resumes
Bodhvi Gaur, Gurpreet Singh Saluja, Hamsa Bharathi Sivakumar, Sanjay Singh
A heuristic technique to detect phishing websites using TWSVM classifier
Routhu Srinivasa Rao, Alwyn Roshan Pais, Pritam Anand
Integrated neuro-evolution-based computing solver for dynamics of nonlinear corneal shape model numerically
Iftikhar Ahmad, Muhammad Asif Zahoor Raja, Higinio Ramos, Muhammad Bilal, Muhammad Shoaib
Event-triggered neural intelligent control for uncertain nonlinear systems with specified-time guaranteed behaviors
Xingling Shao, Haonan Si, Wendong Zhang
SESF-Fuse: an unsupervised deep model for multi-focus image fusion
Boyuan Ma, Yu Zhu, Xiang Yin, Xiaojuan Ban, Haiyou Huang, Michele Mukeshimana
Empower Chinese event detection with improved atrous convolution neural networks
Zhihong Wang, Yi Guo, Jiahui Wang
Construction site layout planning and safety management using fuzzy-based bee colony optimization model
Phong Thanh Nguyen
Modeling human thinking about similarities by neuromatrices in the perspective of fuzzy logic
Jerzy Grobelny, Rafał Michalski, Gerhard-Wilhelm Weber
Rice-net: an efficient artificial fish swarm optimization applied deep convolutional neural network model for identifying the Oryza sativa diseases
N. V. Raja Reddy Goluguri, K. Suganya Devi, P. Srinivasan
Deep autoencoder for false positive reduction in handgun detection
Noelia Vallez, Alberto Velasco-Mata, Oscar Deniz
Structural health monitoring of railway tracks using IoT-based multi-robot system
Srikrishna Iyer, T. Velmurugan, A. H. Gandomi, V. Noor Mohammed, K. Saravanan, S. Nandakumar
Cauchy with whale optimizer based eagle strategy for multi-level color hematology image segmentation
Swarnajit Ray, Arunita Das, Krishna Gopal Dhal, Jorge Gálvez, Prabir Kumar Naskar
Learning-detailed 3D face reconstruction based on convolutional neural networks from a single image
Asad Khan, Sakander Hayat, Muhammad Ahmad, Jinde Cao, Muhammad Faizan Tahir, Asad Ullah, Muhammad Sufyan Javed
Assess deep learning models for Egyptian exchange prediction using nonlinear artificial neural networks
Essam H. Houssein, Mahmoud Dirar, Kashif Hussain, Waleed M. Mohamed
A novel binary gaining–sharing knowledge-based optimization algorithm for feature selection
Prachi Agrawal, Talari Ganesh, Ali Wagdy Mohamed
From text to graph: a general transition-based AMR parsing using neural network
Min Gu, Yanhui Gu, Weilan Luo, Guandong Xu, Zhenglu Yang, Junsheng Zhou, Weiguang Qu
HihO: accelerating artificial intelligence interpretability for medical imaging in IoT applications using hierarchical occlusion
William S. Monroe, Frank M. Skidmore, David G. Odaibo, Murat M. Tanik
Partially disentangled latent relations for multi-label deep learning
Si-ming Lian, Jian-wei Liu, Run-kun Lu, Xiong-lin Luo
AHW-BGOA-DNN: a novel deep learning model for epileptic seizure detection
H. Anila Glory, C. Vigneswaran, Sujeet S. Jagtap, R. Shruthi, G. Hariharan, V. S. Shankar Sriram
An integration of enhanced social force and crowd control models for high-density crowd simulation
Hoshang Kolivand, Mohd Shafry Rahim, Mohd Shahrizal Sunar, Ahmad Zakwan Azizul Fata, Chris Wren
Constructing accuracy and diversity ensemble using Pareto-based multi-objective learning for evolving data streams
Yange Sun, Honghua Dai
GANFuse: a novel multi-exposure image fusion method based on generative adversarial networks
Zhiguang Yang, Youping Chen, Zhuliang Le, Yong Ma
Detection of weather images by using spiking neural networks of deep learning models
Mesut Toğaçar, Burhan Ergen, Zafer Cömert
A novel audio watermarking scheme using ensemble-based watermark detector and discrete wavelet transform
Seyed Mostafa Pourhashemi, Mohammad Mosleh, Yousof Erfani
Driver distraction detection using capsule network
Deepak Kumar Jain, Rachna Jain, Xiangyuan Lan, Yash Upadhyay, Anuj Thareja
Adaptive composite neural network disturbance observer-based dynamic surface control for electrically driven robotic manipulators
Jinzhu Peng, Shuai Ding, Rickey Dubay
Dual local learning regularized nonnegative matrix factorization and its semi-supervised extension for clustering
Zhenqiu Shu, Yunmeng Zhang, Peng Li, Congzhe You, Zhen Liu, Honghui Fan, Xiao-jun Wu
Mental imagery classification using one-dimensional convolutional neural network for target selection in single-channel BCI-controlled mobile robot
Tarmizi Ahmad Izzuddin, Norlaili Mat Safri, Mohd Afzan Othman
Automatic clustering algorithms: a systematic review and bibliometric analysis of relevant literature
Absalom E. Ezugwu, Amit K. Shukla, Moyinoluwa B. Agbaje, Olaide N. Oyelade, Adán José-García, Jeffery O. Agushaka
Medical image segmentation using customized U-Net with adaptive activation functions
Ali Farahani, Hadis Mohseni
A new Arabic handwritten character recognition deep learning system (AHCR-DLS)
Hossam Magdy Balaha, Hesham Arafat Ali, Mohamed Saraya, Mahmoud Badawy
Achievement scalarizing function sorting for strength Pareto evolutionary algorithm in many-objective optimization
Xin Li, Xiaoli Li, Kang Wang, Shengxiang Yang, Yang Li
Learning region-guided scale-aware feature selection for object detection
Liu Liu, Rujing Wang, Chengjun Xie, Rui Li, Fangyuan Wang, Man Zhou, Yue Teng