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Neural Computing and Applications

Ausgabe 28/2023

Inhalt (43 Artikel)

Review

GAME: GAussian Mixture Error-based meta-learning architecture

Jinhe Dong, Jun Shi, Yue Gao, Shihui Ying

Open Access Review

A perspective on human activity recognition from inertial motion data

Walid Gomaa, Mohamed A. Khamis

Open Access Original Article

The use of generative adversarial networks for multi-site one-class follicular lymphoma classification

Upeka Vianthi Somaratne, Kok Wai Wong, Jeremy Parry, Hamid Laga

Original Article

Repformer: a robust shared-encoder dual-pipeline transformer for visual tracking

Fengwei Gu, Jun Lu, Chengtao Cai, Qidan Zhu, Zhaojie Ju

Original Article

A CNN-LSTM hybrid network for automatic seizure detection in EEG signals

Shalini Shanmugam, Selvathi Dharmar

Original Article

A deep learning approach to text-based personality prediction using multiple data sources mapping

Joshua Johnson Sirasapalli, Ramakrishna Murty Malla

Original Article

An advanced diagnostic ColoRectalCADx utilises CNN and unsupervised visual explanations to discover malignancies

Akella S. Narasimha Raju, Kayalvizhi Jayavel, T. Rajalakshmi

Original Article

Graph neural networks for deep portfolio optimization

Ömer Ekmekcioğlu, Mustafa Ç. Pınar

Original Article

MSGAN: multi-stage generative adversarial network-based data recovery in cyber-attacks

Bitao Tian, Yingxu Lai, Motong Sun, Yipeng Wang, Jing Liu

Original Article

Face photo-sketch recognition based on multi-directional line features projection

Jooyoung Kim, Zhiping Lin, Donghyun Kim, Kar-Ann Toh

Original Article

Online diagnosis of COVID-19 from chest radiography images by using deep learning algorithms

Cafer Budak, Vasfiye Mençik, Osman Varışlı

Open Access Original Article

An improved weighted mean of vectors algorithm for microgrid energy management considering demand response

Nehmedo Alamir, Salah Kamel, Mohamed H. Hassan, Sobhy M. Abdelkader

Original Article

An approach for total organic carbon prediction using convolutional neural networks optimized by differential evolution

Rodrigo Oliveira Silva, Camila Martins Saporetti, Zaher Mundher Yaseen, Egberto Pereira, Leonardo Goliatt

Original Article

Lagging problem in financial time series forecasting

Jincheng Li, Liangtu Song, Di Wu, Jiahao Shui, Tao Wang

Original Article

An adaptive finite-time neurodynamic approach to distributed consensus-based optimization problem

Qingfa Li, Mengxin Wang, Haowen Sun, Sitian Qin

Original Article

Interpreting open-domain dialogue generation by disentangling latent feature representations

Ye Wang, Jingbo Liao, Hong Yu, Guoyin Wang, Xiaoxia Zhang, Li Liu

Original Article

Depth-guided deep filtering network for efficient single image bokeh rendering

Quan Chen, Bolun Zheng, Xiaofei Zhou, Aiai Huang, Yaoqi Sun, Chuqiao Chen, Chenggang Yan, Shanxin Yuan

Original Article

Indian sign language recognition system using network deconvolution and spatial transformer network

Anudyuti Ghorai, Utpal Nandi, Chiranjit Changdar, Tapas Si, Moirangthem Marjit Singh, Jyotsna Kumar Mondal

Original Article

Adaptive one-stage generative adversarial network for unpaired image super-resolution

Mingwen Shao, Huan Liu, Jianxin Yang, Feilong Cao

Open Access Original Article

An improved fire detection approach based on YOLO-v8 for smart cities

Fatma M. Talaat, Hanaa ZainEldin

Original Article

Classifier selection using geometry preserving feature

Binbin Pan, Wen-Sheng Chen, Liping Deng, Chen Xu, Xiaobo Zhou

Original Article

A hybrid deep learning framework for automated visual image classification using EEG signals

Hajar Ahmadieh, Farnaz Gassemi, Mohammad Hasan Moradi

Original Article

Industrial few-shot fractal object detection

Haoran Huang, Xiaochuan Luo, Chen Yang

Original Article

Structure correlation-aware attention for Iris recognition

Lingyao Jia, Qiule Sun, Peihua Li

Original Article

Computing brain networks with complex dynamics

Anca Rǎdulescu, Johan Nakuci, Simone Evans, Sarah Muldoon

Original Article

Curriculum learning and evolutionary optimization into deep learning for text classification

Alfredo Arturo Elías-Miranda, Daniel Vallejo-Aldana, Fernando Sánchez-Vega, A. Pastor López-Monroy, Alejandro Rosales-Pérez, Victor Muñiz-Sanchez

Original Article

A correlation information-based spatiotemporal network for traffic flow forecasting

Weiguo Zhu, Yongqi Sun, Xintong Yi, Yan Wang, Zhen Liu

Original Article

Activity recognition in rehabilitation training based on ensemble stochastic configuration networks

Wenhua Jiao, Ruilin Li, Jianguo Wang, Dianhui Wang, Kuan Zhang

Original Article

TongueMobile: automated tongue segmentation and diagnosis on smartphones

Zih-Hao Huang, Wei-Cheng Huang, Hsien-Chang Wu, Wen-Chieh Fang

Original Article

A lightweight model using frequency, trend and temporal attention for long sequence time-series prediction

Lingqiang Chen, Guanghui Li, Guangyan Huang, Qinglin Zhao

Original Article

TRF-Net: a transformer-based RGB-D fusion network for desktop object instance segmentation

He Cao, Yunzhou Zhang, Dexing Shan, Xiaozheng Liu, Jiaqi Zhao