Issue 2/2024
Content (32 Articles)
A novel adaptive fuzzy prescribed performance congestion control for network systems with predefined settling time
Xuelei Qi, Chen Li, Wei Ni, Hongjun Ma
A novel reinforcement learning-based reptile search algorithm for solving optimization problems
Mohamed Ghetas, Mohamed Issa
FGNet: Fixation guidance network for salient object detection
Junbin Yuan, Lifang Xiao, Kanoksak Wattanachote, Qingzhen Xu, Xiaonan Luo, Yongyi Gong
Offline reinforcement learning in high-dimensional stochastic environments
Félicien Hêche, Oussama Barakat, Thibaut Desmettre, Tania Marx, Stephan Robert-Nicoud
An improved hybrid ICA-SA metaheuristic for order acceptance and scheduling with time windows and sequence-dependent setup times
Sasan Mahmoudinazlou, Arash Alizadeh, James Noble, Sina Eslamdoust
Multi-objective reward generalization: improving performance of Deep Reinforcement Learning for applications in single-asset trading
Federico Cornalba, Constantin Disselkamp, Davide Scassola, Christopher Helf
Revolutionizing neural network efficiency: introducing FPAC for filter pruning via attention consistency
Suja Cherukullapurath Mana, Sudha Rajesh, Kalaiarasi Governor, Hemalatha Chandrasekaran, Kanipriya Murugesan
DVC-Net: a new dual-view context-aware network for emotion recognition in the wild
Linbo Qing, Hongqian Wen, Honggang Chen, Rulong Jin, Yongqiang Cheng, Yonghong Peng
Cross-media web video event mining based on multiple semantic-paths embedding
Xia Xiao, Mingyue Du, Shuyu Xu, Guoying Liu, Chengde Zhang
Local features-based evidence glossary for generic recognition of handwritten characters
Tusar Kanti Mishra, Manjur Kolhar, Soumya Ranjan Mishra, Hitesh Mohapatra, Fadi Al-Turjman, Amiya Kumar Rath
Re-evaluation of machine learning models for predicting ultimate bearing capacity of piles through SHAP and Joint Shapley methods
S. Karakaş, G. Taşkın, M. B. C. Ülker
Consider high-order consistency for multi-view clustering
Xiaojian You, Haoran Li, Jiali You, Zhenwen Ren
Machine learning applied to evaluation of reservoir connectivity
Leticia Agra Mendes Ramalho, Juan Alberto Rojas Tueros, Bernardo Horowitz
Pathological brain classification using multiple kernel-based deep convolutional neural network
Lingraj Dora, Sanjay Agrawal, Rutuparna Panda, Ram Bilas Pachori
Capsule network-based disease classification for Vitis Vinifera leaves
A. Diana Andrushia, T. Mary Neebha, A. Trephena Patricia, K. Martin Sagayam, Sabyasachi Pramanik
LRB-T: local reasoning back-projection transformer for the removal of bad weather effects in images
Pengyu Wang, Hongqing Zhu, Huaqi Zhang, Suyi Yang
Energy-based features and bi-LSTM neural network for EEG-based music and voice classification
Isaac Ariza, Ana M. Barbancho, Lorenzo J. Tardón, Isabel Barbancho
Deep multi-scale convolutional neural networks for automated classification of multi-class leaf diseases in tomatoes
Elhoucine Elfatimi, Recep Eryiğit, Lahcen Elfatimi
A novel modified Delphi-based spherical fuzzy AHP integrated spherical fuzzy CODAS methodology for vending machine location selection problem: a real-life case study in İstanbul
Aslihan Yildiz, Coskun Ozkan
A new robust modified capuchin search algorithm for the optimum amalgamation of DSTATCOM in power distribution networks
Mohamed A. Tolba, Essam H. Houssein, Mohammed Hamouda Ali, Fatma A. Hashim
Efficient lightweight network for video super-resolution
Laigan Luo, Benshun Yi, Zhongyuan Wang, Peng Yi, Zheng He
Community detection in attributed networks via adaptive deep nonnegative matrix factorization
Junwei Cheng, Yong Tang, Chaobo He, Kunlin Han, Ying Li, Jinhui Wei
A projected decentralized variance-reduction algorithm for constrained optimization problems
Shaojiang Deng, Shanfu Gao, Qingguo Lü, Yantao Li, Huaqing Li
Auto-encoding score distribution regression for action quality assessment
Boyu Zhang, Jiayuan Chen, Yinfei Xu, Hui Zhang, Xu Yang, Xin Geng
Action recognition based on adaptive region perception
Tongwei Lu, Qi Yang, Feng Min, Yanduo Zhang
Variational Gaussian topic model with invertible neural projections
Rui Wang, Deyu Zhou, Yuxuan Xiong, Haiping Huang
Uncertainty-guided Robust labels refinement for unsupervised person re-identification
Chengjun Wang, Jinjia Peng, Zeze Tao, Huibing Wang
Denoising matrix factorization for high-dimensional time series forecasting
Bo Chen, Min Fang, Xiao Li
Explored seeds generation for weakly supervised semantic segmentation
Terence Chow, Haojin Deng, Yimin Yang, Zhiping Lin, Huiping Zhuang, Shan Du
Towards efficient image-based representation of tabular data
Amit Damri, Mark Last, Niv Cohen
Correction to: Fractional-order chaotic oscillator-based Aquila optimization algorithm for maximization of the chaotic with Lorentz oscillator
Yakup Cavlak, Abdullah Ateş, Laith Abualigah, Mohammed Abd Elaziz
Correction to: Neural networks as building blocks for the design of efficient learned indexes
Domenico Amato, Giosué Lo Bosco, Raffaele Giancarlo