Issue 6/2024
Content (35 Articles)
A novel hybrid search strategy for evolutionary fuzzy optimization approach
Héctor Escobar-Cuevas, Erik Cuevas, Jorge Gálvez, Karla Avila
Dementia classification from magnetic resonance images by machine learning
Georgina Waldo-Benítez, Luis Carlos Padierna, Pablo Ceron, Modesto A. Sosa
DECACNN: differential evolution-based approach to compress and accelerate the convolution neural network model
Mohit Agarwal, Suneet K. Gupta, K. K. Biswas
AnIO: anchored input–output learning for time-series forecasting
Ourania Stentoumi, Paraskevi Nousi, Maria Tzelepi, Anastasios Tefas
HDUD-Net: heterogeneous decoupling unsupervised dehaze network
Jiafeng Li, Lingyan Kuang, Jiaqi Jin, Li Zhuo, Jing Zhang
Review of the grey wolf optimization algorithm: variants and applications
Yunyun Liu, Azizan As’arry, Mohd Khair Hassan, Abdul Aziz Hairuddin, Hesham Mohamad
Adaptive prescribed performance control for state constrained stochastic nonlinear systems with unknown control direction: a novel network-based approach
Yu-Qun Han, Na Li, Dong-Mei Wang, Ya-Feng Zhou, Shan-Liang Zhu
An ensemble of CNNs with self-attention mechanism for DeepFake video detection
Karima Omar, Rasha H. Sakr, Mohammed F. Alrahmawy
QvQ-IL: quantity versus quality in incremental learning
Jidong Han, Ting Zhang, Zhaoying Liu, Yujian Li
A new binary coati optimization algorithm for binary optimization problems
Gülnur Yildizdan, Emine Bas
Optimizing epileptic seizure recognition performance with feature scaling and dropout layers
Ahmed Omar, Tarek Abd El-Hafeez
Distributed asynchronous non-smooth optimization with coupled equality and bounded constraints
Wen-Ting Lin, Chaojie Li
VGAN-BL: imbalanced data classification based on generative adversarial network and biased loss
Hongwei Ding, Yu Sun, Nana Huang, Xiaohui Cui
Ant colony optimization for Chinese postman problem
Giacinto Angelo Sgarro, Luca Grilli
Hybridization of rough set–wrapper method with regularized combinational LSTM for seasonal air quality index prediction
Tishya Manna, A. Anitha
Ubiquitous multi-occupant detection in smart environments
Daniel Fährmann, Fadi Boutros, Philipp Kubon, Florian Kirchbuchner, Arjan Kuijper, Naser Damer
VolPAM: Volumetric Phenotype-Activation-Map for data-driven discovery of 3D imaging phenotypes and interpretability
Mahboobeh Norouzi, Shehroz S. Khan, Ahmed Ashraf
Prediction of performance degradation in aircraft engines with fuel flow parameter
Bulent Kurt
Mitigating bias through random activation function selection
James M. Locke, David Paradice, R. Kelly Rainer
Integrating graph embedding and neural models for improving transition-based dependency parsing
Phuong Le-Hong, Erik Cambria
Automatic detection of breast cancer for mastectomy based on MRI images using Mask R-CNN and Detectron2 models
Chiman Haydar Salh, Abbas M. Ali
Predefined-time fuzzy adaptive output feedback control for non-strict feedback stochastic nonlinear systems with state constraints
Mengyuan Cui, Shaocheng Tong
N-IoU: better IoU-based bounding box regression loss for object detection
Keke Su, Lihua Cao, Botong Zhao, Ning Li, Di Wu, Xiyu Han
Speaker age and gender recognition using 1D and 2D convolutional neural networks
Ergün Yücesoy
Passion-Net: a robust precise and explainable predictor for hate speech detection in Roman Urdu text
Faiza Mehmood, Hina Ghafoor, Muhammad Nabeel Asim, Muhammad Usman Ghani, Waqar Mahmood, Andreas Dengel
Artificial intelligence tools and a diagrammatic scale for evaluating the quality of coating in treated soybean seeds
Dayliane Bernardes de Andrade, Everson Reis Carvalho, Raquel Maria de Oliveira Pires, Debora Kelli Rocha, Wilson Vicente Souza Pereira, Édila Vilela de Resende Von Pinho
Artificial intelligence-based camel face identification system for sustainable livestock farming
Dilara Gerdan Koc, Caner Koc, Havva Eylem Polat, Atakan Koc
Neural networks as an approximator for a family of optimization algorithm solutions for online applications
Arturo D. López-Rojas, Carlos A. Cruz-Villar
Improved Tasmanian devil optimization algorithm for parameter identification of electric transformers
Rizk M. Rizk-Allah, Ragab A. El-Sehiemy, Mohamed I. Abdelwanis
HFE-Net: hierarchical feature extraction and coordinate conversion of point cloud for object 6D pose estimation
Ze Shen, Hao Chu, Fei Wang, Yi Guo, Shangdong Liu, Shuai Han
SwinDTI: swin transformer-based generalized fast estimation of diffusion tensor parameters from sparse data
Abhishek Tiwari, Rajeev Kumar Singh, Saurabh J. Shigwan
Classification of calcareous algae under noisy labels
Vitor Bento, Manoela Kohler, Marco Aurelio Pacheco
Genetic-efficient fine-tuning with layer pruning on multimodal Covid-19 medical imaging
Walaa N. Ismail, Hessah A. Alsalamah, Ebtsam A. Mohamed
Optimizing anomaly-based attack detection using classification machine learning
Hany Abdelghany Gouda, Mohamed Abdelslam Ahmed, Mohamed Ismail Roushdy