Ausgabe 21/2023
Inhalt (43 Artikel)
A new YOLO-based method for social distancing from real-time videos
Mehmet Şirin Gündüz, Gültekin Işık
Development of deep learning method for predicting DC power based on renewable solar energy and multi-parameters function
Samaher Al-Janabi, Zainab Al-Janabi
A sketch semantic segmentation method using novel local feature aggregation and segment-level self-attention
Lei Wang, Shihui Zhang, Wei Wang, Weibo Zhao
Chaotic fitness-dependent quasi-reflected Aquila optimizer for superpixel based white blood cell segmentation
Krishna Gopal Dhal, Rebika Rai, Arunita Das, Swarnajit Ray, Daipayan Ghosal, Rajdeep Kanjilal
Electrocardiogram signal classification in an IoT environment using an adaptive deep neural networks
G. Aloy Anuja Mary, B. Sathyasri, K. Murali, L. Arokia Jesu Prabhu, N. Bharatha Devi
Automated semantic lung segmentation in chest CT images using deep neural network
M. Murugappan, Ali K. Bourisly, N. B. Prakash, M. G. Sumithra, U. Rajendra Acharya
CoG-Trans: coupled graph convolutional transformer for multi-label classification of cherry defects
Meiling Lin, Gongyan Li, Yuexing Hao, Shaoyun Xu
An intelligent dimension-based cat swarm optimization for efficient cooperative multi-hop relay selection in vehicular network
Uppula Kiran, Krishan Kumar, Ajay Roy, Shamimul Qamar, Abdul Azeem
Prediction of PM2.5 time series by seasonal trend decomposition-based dendritic neuron model
Zijing Yuan, Shangce Gao, Yirui Wang, Jiayi Li, Chunzhi Hou, Lijun Guo
Cortex-inspired ensemble based network intrusion detection system
Ali Muhammad, Iqbal Murtza, Ayesha Saadia, Kashif Kifayat
Quantized neural adaptive finite-time preassigned performance control for interconnected nonlinear systems
Xiaona Song, Peng Sun, Shuai Song, Vladimir Stojanovic
Nuclei probability and centroid map network for nuclei instance segmentation in histology images
Syed Nauyan Rashid, Muhammad Moazam Fraz
Designing INS/GNSS integrated navigation systems by using IPO algorithms
Ali Mohammadi, Farid Sheikholeslam, Mehdi Emami, Seyedali Mirjalili
Thermal error prediction and control method combining residual-based one-dimensional convolution-minimum gate unit model with physical-data-edge-cloud terminal architecture
Fangqiong Luo, Chi Ma, Jialan Liu, Hongquan Gui, Mengyuan Li
A classical–quantum convolutional neural network for detecting pneumonia from chest radiographs
Viraj Kulkarni, Sanjesh Pawale, Amit Kharat
Multi-channel and multi-scale separable dilated convolutional neural network with attention mechanism for flue-cured tobacco classification
Ming Xu, Jinfeng Gao, Zhong Zhang, Xin Guo
What can a swiped word tell us more? Demographic and behavioral correlates from shape-writing text entry
Désirée C. A. Lemarquis, Bereket A. Yilma, Luis A. Leiva
A deep reinforcement learning approach for maintenance planning of multi-component systems with complex structure
Jiahao Chen, Yu Wang
IRFLMDNN: hybrid model for PMU data anomaly detection and re-filling with improved random forest and Levenberg Marquardt algorithm optimized dynamic neural network
Miao Yu, Chenyu Yang, Weize Li, Weijie Du, Jinglin Li
Manifold learning by a deep Gaussian process autoencoder
Francesco Camastra, Angelo Casolaro, Gennaro Iannuzzo
Jointly learning distribution and expectation in a unified framework for facial age and attractiveness estimation
Bin-Bin Gao
Prediction of global temperature anomaly by machine learning based techniques
Doruk Sen, Mehmet Fatih Huseyinoglu, M. Erdem Günay
A constraints-based approach using ranking-gradient-similarity multi-block matching algorithm
Kai Yit Kok, Parvathy Rajendran
A multi-granularity semisupervised active learning for point cloud semantic segmentation
Shanding Ye, Zhe Yin, Yongjian Fu, Hu Lin, Zhijie Pan
Diversity improvement in homogeneous ensemble feature selection: a case study of its impact on classification performance
Vahid Nosrati, Mohsen Rahmani
Spatiotemporal estimation of TROPOMI NO2 column with depthwise partial convolutional neural network
Yannic Lops, Masoud Ghahremanloo, Arman Pouyaei, Yunsoo Choi, Jia Jung, Seyedali Mousavinezhad, Ahmed Khan Salman, Davyda Hammond
Improving Chinese spell checking with bidirectional LSTMs and confusionset-based decision network
Chuanshuai Ma, Miao Hu, Junjie Peng, Cangzhi Zheng, Qianqian Xu
A robust Gaussian process regression-based model for the determination of static Young’s modulus for sandstone rocks
Fahd Saeed Alakbari, Mysara Eissa Mohyaldinn, Mohammed Abdalla Ayoub, Ali Samer Muhsan, Ibnelwaleed A. Hussein
Meteor detection and localization using YOLOv3 and YOLOv4
Aisha Al-Owais, Maryam E. Sharif, Sarra Ghali, Maha Abu Serdaneh, Omar Belal, Ilias Fernini
Comparison and evaluation of machine learning approaches for estimating heat index map in Türkiye
Sergen Tumse, Mehmet Bilgili, Aliihsan Sekertekin, Şaban Ünal, Besir Sahin
Parameter adaptive pulse coupled neural network-based saliency map fusion strategy for salient object detection
Bhagyashree V. Lad, Mohammad Farukh Hashmi, Avinash G. Keskar
Discrete representation learning for handwritten text recognition
Homa Davoudi, Arianna Traviglia
Finite-time anti-synchronization and fixed-time quasi-anti-synchronization for complex-valued neural networks with time-varying delay and application
Meng Hui, JiaHuang Zhang, Ning Yao, Weizhe Wu
A video system based on convolutional autoencoder for drowning detection
Xinyu He, Fei Yuan, Tingzhuang Liu, Yi Zhu
A hybrid deep learning approach for detection and segmentation of ovarian tumours
H. Heartlin Maria, A. Maria Jossy, S. Malarvizhi
Traffic emission estimation under incomplete information with spatiotemporal convolutional GAN
Zhenyi Zhao, Yang Cao, Zhenyi Xu, Yu Kang
WUSL–SOD: Joint weakly supervised, unsupervised and supervised learning for salient object detection
Yan Liu, Yunzhou Zhang, Zhenyu Wang, Rong Ma, Feng Qiu, Sonya Coleman, Dermot Kerr
Laplacian generalized elastic net Lp-norm nonparallel support vector machine for semi-supervised classification
Xijiong Xie, Feixiang Sun
A composite neural network-based adaptive sliding mode control method for reluctance actuator maglev system
Xu Yunlang, Shu Feng, Su Xinyi, Guo Liang, Han Shuo, Yang Xiaofeng
Spike time displacement-based error backpropagation in convolutional spiking neural networks
Maryam Mirsadeghi, Majid Shalchian, Saeed Reza Kheradpisheh, Timothée Masquelier
MiMuSA—mimicking human language understanding for fine-grained multi-class sentiment analysis
Zhaoxia Wang, Zhenda Hu, Seng-Beng Ho, Erik Cambria, Ah-Hwee Tan
Archive-based coronavirus herd immunity algorithm for optimizing weights in neural networks
Iyad Abu Doush, Mohammed A. Awadallah, Mohammed Azmi Al-Betar, Osama Ahmad Alomari, Sharif Naser Makhadmeh, Ammar Kamal Abasi, Zaid Abdi Alkareem Alyasseri
Bi-graph attention network for energy price forecasting via multiple time scale learning
Yuxia Liu, Wei Xiao, Tianguang Chu