Ausgabe 21/2022
Inhalt (59 Artikel)
A review of machine learning-based human activity recognition for diverse applications
Farzana Kulsoom, Sanam Narejo, Zahid Mehmood, Hassan Nazeer Chaudhry, Ayesha Butt, Ali Kashif Bashir
A review of the current publication trends on missing data imputation over three decades: direction and future research
Farah Adibah Adnan, Khairur Rijal Jamaludin, Wan Zuki Azman Wan Muhamad, Suraya Miskon
An island parallel Harris hawks optimization algorithm
Tansel Dokeroglu, Ender Sevinc
Automatic personality prediction: an enhanced method using ensemble modeling
Majid Ramezani, Mohammad-Reza Feizi-Derakhshi, Mohammad-Ali Balafar, Meysam Asgari-Chenaghlu, Ali-Reza Feizi-Derakhshi, Narjes Nikzad-Khasmakhi, Mehrdad Ranjbar-Khadivi, Zoleikha Jahanbakhsh-Nagadeh, Elnaz Zafarani-Moattar, Taymaz Akan
A soft voting ensemble learning-based approach for multimodal sentiment analysis
Mehmet Umut Salur, İlhan Aydın
Three stage fusion for effective time series forecasting using Bi-LSTM-ARIMA and improved DE-ABC algorithm
Raghavendra Kumar, Pardeep Kumar, Yugal Kumar
SWTNet: hyperspectral image classification using two-stage combined shallow and deep feature extraction
Pradeep Kumar Ladi, Murali Gopal Kakita, Ratnakar Dash, Sandeep Kumar Ladi
A decomposition-ensemble broad learning system for AQI forecasting
Choujun Zhan, Wei Jiang, Fabing Lin, Shuntao Zhang, Bing Li
Adam or Eve? Automatic users’ gender classification via gestures analysis on touch devices
Alfonso Guarino, Nicola Lettieri, Delfina Malandrino, Rocco Zaccagnino, Carmine Capo
An efficient and portable solar cell defect detection system
Mohamed A. El-Rashidy
LS-Net: a convolutional neural network for leaf segmentation of rosette plants
Mainak Deb, Arpan Garai, Arunita Das, Krishna Gopal Dhal
Predicting customer churn for platform businesses: using latent variables of variational autoencoder as consumers’ purchasing behavior
Kyosuke Hasumoto, Masayuki Goto
Correction to: Predicting customer churn for platform businesses: using latent variables of variational autoencoder as consumers’ purchasing behavior
Kyosuke Hasumoto, Masayuki Goto
Analysis of moving cluster with scene constraints for group behavior pattern mining
Yuanfeng Yang, Lin Li, Liang Zhang, Gang Liu, Zhaobin Liu
Boundary intermittent stabilization for delay reaction–diffusion cellular neural networks
Xing-Yu Li, Qing-Ling Fan, Xiao-Zhen Liu, Kai-Ning Wu
Cost-aware real-time job scheduling for hybrid cloud using deep reinforcement learning
Long Cheng, Archana Kalapgar, Amogh Jain, Yue Wang, Yongtai Qin, Yuancheng Li, Cong Liu
Multi-objective evolutionary algorithm on reliability redundancy allocation with interval alternatives for system parameters
B. Maneckshaw, G. S. Mahapatra
Selection of object detections using overlap map predictions
Md Sohel Rana, Aiden Nibali, Zhen He
Vision-based size classification of iron ore pellets using ensembled convolutional neural network
Arya Jyoti Deo, Animesh Sahoo, Santosh Kumar Behera, Debi Prasad Das
Deep learning enabled optimized feature selection and classification for grading diabetic retinopathy severity in the fundus image
A. Mary Dayana, W. R. Sam Emmanuel
ENCVIDC: an innovative approach for encoded video content classification
Faiqa Amjad, Fawad Khan, Shahzaib Tahir, Tahreem Yaqoob, Haider Abbas
Design of induction motor speed observer based on long short-term memory
Erdem Ilten, Haris Calgan, Metin Demirtas
Event-triggered trajectory-tracking guidance for reusable launch vehicle based on neural adaptive dynamic programming
Xueyun Wang, Zhiyuan Quan, Yifan Li, Yunpeng Liu
Feature-enhanced embedding learning for heterogeneous collaborative filtering
Wenchuan Yang, Jichao Li, Suoyi Tan, Yuejin Tan, Xin Lu
An earthquake damage identification approach from VHR image using mathematical morphology and machine learning
Enes Oğuzhan Alataş, Gülşen Taşkın
Attention mechanism-based deep learning method for hairline fracture detection in hand X-rays
Wenkong Wang, Weijie Huang, Quanli Lu, Jiyang Chen, Menghua Zhang, Jia Qiao, Yong Zhang
MultiBSP: multi-branch and multi-scale perception object tracking framework based on siamese CNN
Jin Jiang, Xiaoyuan Yang, Zhengze Li, Kangqing Shen, Fazhen Jiang, Huwei Ren, Yixiao Li
Modified multiverse optimizer technique-based two degree of freedom fuzzy PID controller for frequency control of microgrid systems with hydrogen aqua electrolyzer fuel cell unit
Sonalika Mishra, Pratap Chandra Nayak, Ramesh Chandra Prusty, Sidhartha Panda
Lightweight spatial attentive network for vehicular visual odometry estimation in urban environments
Nivesh Gadipudi, Irraivan Elamvazuthi, Cheng-Kai Lu, Sivajothi Paramasivam, Steven Su
Reliable plagiarism detection system based on deep learning approaches
Mohamed A. El-Rashidy, Ramy G. Mohamed, Nawal A. El-Fishawy, Marwa A. Shouman
Optimal design of fuzzy-PID controller for automatic generation control of multi-source interconnected power system
Mohamed Barakat
A layer-level multi-scale architecture for lung cancer classification with fluorescence lifetime imaging endomicroscopy
Qiang Wang, James R. Hopgood, Susan Fernandes, Neil Finlayson, Gareth O. S. Williams, Ahsan R. Akram, Kevin Dhaliwal, Marta Vallejo
Multi-scale attentional similarity guidance network for few-shot semantic segmentation
Ze-yu Liu, Jian-wei Liu
On the use of machine learning to account for reservoir management rules and predict streamflow
Achraf Tounsi, Marouane Temimi, Jonathan J. Gourley
An abstract parabolic system-based physics-informed long short-term memory network for estimating breath alcohol concentration from transdermal alcohol biosensor data
Clemens Oszkinat, Susan E. Luczak, I. Gary Rosen
Beyond the colors: enhanced deep learning on invasive ductal carcinoma
Mustafa Ozturk, Munevver Baran, Fatma Latifoğlu
A multi-AUV cooperative navigation method based on the augmented adaptive embedded cubature Kalman filter algorithm
Qinghua Luo, Yang Shao, Jianfeng Li, Xiaozhen Yan, Chao Liu
Soft computing techniques for modelling and multi-objective optimization of magnetic field assisted powder mixed EDM process
Arun Kumar Rouniyar, Pragya Shandilya
Road anomaly detection using a dynamic sliding window technique
Noureddine Chibani, Faouzi Sebbak, Walid Cherifi, Khadidja Belmessous
A distributed EMDN-GRU model on Spark for passenger waiting time forecasting
Dawen Xia, Yu Bai, Jian Geng, Wenyong Zhang, Yang Hu, Yantao Li, Huaqing Li
An attention-based hybrid deep neural networks for accurate identification of transcription factor binding sites
Raju Bhukya, Archana Kumari, Chandra Mohan Dasari, Santhosh Amilpur
Deep learning-based localization and segmentation of wrist fractures on X-ray radiographs
Deepa Joshi, Thipendra P. Singh, Anil Kumar Joshi
Augmenting the global semantic information between words to heterogeneous graph for deception detection
Shi Li, Wenfeng Cheng
A trust-based large-scale group decision making consensus reaching framework for intercity railway public–private partnership model selection
Fanyong Meng, Bicong Chen, Zongrun Wang
LZW-CIE: a high-capacity linguistic steganography based on LZW char index encoding
Merve Varol Arısoy
Non-intrusive load monitoring based on semi-supervised smooth teacher graph learning with voltage–current trajectory
Yinghua Han, Keke Li, Hantong Feng, Qiang Zhao
Preassigned/fixed-time stochastic synchronization of complex networks via simpler nonchattering quantified adaptive control strategies
Meng Hou, Qiushi He, Yuechao Ma
A multi-scale channel-wise convolution-based multi-level heat stress assessment
Chetna Nagpal, Prabhat Kumar Upadhyay
An enhanced energy-efficient fuzzy-based cognitive radio scheme for IoT
Premkumar Chithaluru, Thompson Stephan, Manoj Kumar, Anand Nayyar
Leaf species and disease classification using multiscale parallel deep CNN architecture
Newlin Shebiah Russel, Arivazhagan Selvaraj
Programmable evolution of computing circuits in cellular populations
Miha Moškon, Miha Mraz
Investigation of ANN architecture for predicting residual strength of clay soil
Van Quan Tran, Viet Quoc Dang, Hai Quan Do, Lanh Si Ho
An ensemble approach for still image-based human action recognition
Avinandan Banerjee, Sayantan Roy, Rohit Kundu, Pawan Kumar Singh, Vikrant Bhateja, Ram Sarkar
Multi-discrete genetic algorithm in hopfield neural network with weighted random k satisfiability
Nur Ezlin Zamri, Siti Aishah Azhar, Siti Syatirah Muhammad Sidik, Mohd Asyraf Mansor, Mohd Shareduwan Mohd Kasihmuddin, Siti Pateema Azeyan Pakruddin, Nurul Atirah Pauzi, Siti Nurhidayah Mat Nawi
An image encryption algorithm based on Fibonacci Q-matrix and genetic algorithm
Zhongyue Liang, Qiuxia Qin, Changjun Zhou
Fuzzy-twin proximal SVM kernel-based deep learning neural network model for hyperspectral image classification
Sanaboina Leela Krishna, I. Jasmine Selvakumari Jeya, S. N. Deepa
Hybrid binary whale with harris hawks for feature selection
Ranya Alwajih, Said Jadid Abdulkadir, Hitham Al Hussian, Norshakirah Aziz, Qasem Al-Tashi, Seyedali Mirjalili, Alawi Alqushaibi