Issue 28/2023
Content (43 Articles)
GAME: GAussian Mixture Error-based meta-learning architecture
Jinhe Dong, Jun Shi, Yue Gao, Shihui Ying
A perspective on human activity recognition from inertial motion data
Walid Gomaa, Mohamed A. Khamis
The use of generative adversarial networks for multi-site one-class follicular lymphoma classification
Upeka Vianthi Somaratne, Kok Wai Wong, Jeremy Parry, Hamid Laga
Repformer: a robust shared-encoder dual-pipeline transformer for visual tracking
Fengwei Gu, Jun Lu, Chengtao Cai, Qidan Zhu, Zhaojie Ju
A CNN-LSTM hybrid network for automatic seizure detection in EEG signals
Shalini Shanmugam, Selvathi Dharmar
A deep learning approach to text-based personality prediction using multiple data sources mapping
Joshua Johnson Sirasapalli, Ramakrishna Murty Malla
An advanced diagnostic ColoRectalCADx utilises CNN and unsupervised visual explanations to discover malignancies
Akella S. Narasimha Raju, Kayalvizhi Jayavel, T. Rajalakshmi
Graph neural networks for deep portfolio optimization
Ömer Ekmekcioğlu, Mustafa Ç. Pınar
MSGAN: multi-stage generative adversarial network-based data recovery in cyber-attacks
Bitao Tian, Yingxu Lai, Motong Sun, Yipeng Wang, Jing Liu
Face photo-sketch recognition based on multi-directional line features projection
Jooyoung Kim, Zhiping Lin, Donghyun Kim, Kar-Ann Toh
Online diagnosis of COVID-19 from chest radiography images by using deep learning algorithms
Cafer Budak, Vasfiye Mençik, Osman Varışlı
Narrowing the language gap: domain adaptation guided cross-lingual passage re-ranking
Dongmei Chen, Xin Zhang, Sheng Zhang
An improved weighted mean of vectors algorithm for microgrid energy management considering demand response
Nehmedo Alamir, Salah Kamel, Mohamed H. Hassan, Sobhy M. Abdelkader
Guided golden jackal optimization using elite-opposition strategy for efficient design of multi-objective engineering problems
Václav Snášel, Rizk M. Rizk-Allah, Aboul Ella Hassanien
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
Lagging problem in financial time series forecasting
Jincheng Li, Liangtu Song, Di Wu, Jiahao Shui, Tao Wang
An adaptive finite-time neurodynamic approach to distributed consensus-based optimization problem
Qingfa Li, Mengxin Wang, Haowen Sun, Sitian Qin
Interpreting open-domain dialogue generation by disentangling latent feature representations
Ye Wang, Jingbo Liao, Hong Yu, Guoyin Wang, Xiaoxia Zhang, Li Liu
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
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
Adaptive one-stage generative adversarial network for unpaired image super-resolution
Mingwen Shao, Huan Liu, Jianxin Yang, Feilong Cao
Experimental investigations ANN and GEP modeling of failure load for AA7075-T6/CFRP adhesive bond
Benek Hamamci
An improved fire detection approach based on YOLO-v8 for smart cities
Fatma M. Talaat, Hanaa ZainEldin
Classifier selection using geometry preserving feature
Binbin Pan, Wen-Sheng Chen, Liping Deng, Chen Xu, Xiaobo Zhou
Event-triggered finite-time attitude consensus control of multiple rigid-body systems based on distributed observers
Hongtao Zhou, Kangting Sun, Housheng Su
A hybrid deep learning framework for automated visual image classification using EEG signals
Hajar Ahmadieh, Farnaz Gassemi, Mohammad Hasan Moradi
AGRCNet: communicate by attentional graph relations in multi-agent reinforcement learning for traffic signal control
Tinghuai Ma, Kexing Peng, Huan Rong, Yurong Qian
Multistep prediction for earthworks unloading duration: a fuzzy Att-Seq2Seq network with optimal partitioning and multi-time granularity modeling
Yunuo Zhang, Xiaoling Wang, Jia Yu, Tuocheng Zeng, Jiajun Wang
HRI: human reasoning inspired hand pose estimation with shape memory update and contact-guided refinement
Xuefeng Li, Xiangbo Lin
Industrial few-shot fractal object detection
Haoran Huang, Xiaochuan Luo, Chen Yang
Structure correlation-aware attention for Iris recognition
Lingyao Jia, Qiule Sun, Peihua Li
BC-PINN: an adaptive physics informed neural network based on biased multiobjective coevolutionary algorithm
Zhicheng Zhu, Jia Hao, Jin Huang, Biao Huang
Computing brain networks with complex dynamics
Anca Rǎdulescu, Johan Nakuci, Simone Evans, Sarah Muldoon
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
Novel error correction-based key frame extraction technique for dynamic hand gesture recognition
Snehal Bharti, Archana Balmik, Anup Nandy
A correlation information-based spatiotemporal network for traffic flow forecasting
Weiguo Zhu, Yongqi Sun, Xintong Yi, Yan Wang, Zhen Liu
Predicting science achievement scores with machine learning algorithms: a case study of OECD PISA 2015–2018 data
Sibel Acıslı-Celik, Cafer Mert Yesilkanat
Activity recognition in rehabilitation training based on ensemble stochastic configuration networks
Wenhua Jiao, Ruilin Li, Jianguo Wang, Dianhui Wang, Kuan Zhang
TongueMobile: automated tongue segmentation and diagnosis on smartphones
Zih-Hao Huang, Wei-Cheng Huang, Hsien-Chang Wu, Wen-Chieh Fang
Focus nuance and toward diversity: exploring domain-specific fine-grained few-shot recognition
Minghui Li, Hongxun Yao, Yong Wang
A lightweight model using frequency, trend and temporal attention for long sequence time-series prediction
Lingqiang Chen, Guanghui Li, Guangyan Huang, Qinglin Zhao
TRF-Net: a transformer-based RGB-D fusion network for desktop object instance segmentation
He Cao, Yunzhou Zhang, Dexing Shan, Xiaozheng Liu, Jiaqi Zhao