Issue 24/2023
Content (44 Articles)
Machine learning-based gait anomaly detection using a sensorized tip: an individualized approach
Janire Otamendi, Asier Zubizarreta, Eva Portillo
BIO-CXRNET: a robust multimodal stacking machine learning technique for mortality risk prediction of COVID-19 patients using chest X-ray images and clinical data
Tawsifur Rahman, Muhammad E. H. Chowdhury, Amith Khandakar, Zaid Bin Mahbub, Md Sakib Abrar Hossain, Abraham Alhatou, Eynas Abdalla, Sreekumar Muthiyal, Khandaker Farzana Islam, Saad Bin Abul Kashem, Muhammad Salman Khan, Susu M. Zughaier, Maqsud Hossain
Prediction of discharge coefficient of the trapezoidal broad-crested weir flow using soft computing techniques
Oguz Simsek, Veysel Gumus, Abdulkadir Ozluk
Lexicon-based probabilistic indexing of handwritten text images
Enrique Vidal, Alejandro H. Toselli, Joan Puigcerver
Integrating information by Kullback–Leibler constraint for text classification
Shu Yin, Peican Zhu, Xinyu Wu, Jiajin Huang, Xianghua Li, Zhen Wang, Chao Gao
An efficient zeroing neural network for solving time-varying nonlinear equations
Ratikanta Behera, Dimitris Gerontitis, Predrag Stanimirović, Vasilios Katsikis, Yang Shi, Xinwei Cao
A domain-region based evaluation of ML performance robustness to covariate shift
Firas Bayram, Bestoun S. Ahmed
Prototype generation method using a growing self-organizing map applied to the banking sector
Sara Ruiz-Moreno, Amparo Núñez-Reyes, Adrián García-Cantalapiedra, Fernando Pavón
Best-response planning for urban fleet coordination
Pasqual Martí, Jaume Jordán, Vicente Julian
HAAN-ERC: hierarchical adaptive attention network for multimodal emotion recognition in conversation
Tao Zhang, Zhenhua Tan, Xiaoer Wu
Knowledge guided multi-filter residual convolutional neural network for ICD coding from clinical text
Zeyd Boukhers, Prantik Goswami, Jan Jürjens
Optimal energy planning of multi-microgrids at stochastic nature of load demand and renewable energy resources using a modified Capuchin Search Algorithm
Mohamed Ebeed, Deyaa Ahmed, Salah Kamel, Francisco Jurado, Mostafa F. Shaaban, Abdelfatah Ali, Ahmed Refai
GCPAN: an adaptive global cross-scale prior attention network for image super-resolution
Mingzhu Shi, Siqi Kong, Bin Zao, Muxian Tan
DeepGCSS: a robust and explainable contour classifier providing generalized curvature scale space features
Mallek Mziou-Sallami, Rania Khalsi, Imen Smati, Slim Mhiri, Faouzi Ghorbel
GRU-based model-free adaptive control for industrial processes
Jinggao Sun, Ziqing Wei, Xing Liu
EduNER: a Chinese named entity recognition dataset for education research
Xu Li, Chengkun Wei, Zhuoren Jiang, Wenlong Meng, Fan Ouyang, Zihui Zhang, Wenzhi Chen
Transformer guidance dual-stream network for salient object detection in optical remote sensing images
Yi Zhang, Jichang Guo, Huihui Yue, Xiangjun Yin, Sida Zheng
A dynamic multiobjective optimization algorithm based on decision variable relationship
Ziyu Hu, Zihan Li, Lixin Wei, Hao Sun, Xuemin Ma
An enhanced data-driven framework for early kick detection based on imbalanced multivariate time series classification
Shiwang Xing, Jianwei Niu, Haige Wang, Tao Ren, Meng Cui, Xiaoyan Shi
Adaptive NN-based distributed consensus control for nonlinear multi-agent systems under direct graphs
Bao Chen, Chen Li, Xuelei Qi, Hong-Jun Ma
Landslide detection in real-time social media image streams
Ferda Ofli, Muhammad Imran, Umair Qazi, Julien Roch, Catherine Pennington, Vanessa Banks, Remy Bossu
A generalized hardware architecture for real-time spiking neural networks
Daniel Valencia, Amir Alimohammad
Multilevel image thresholding based on Renyi’s entropy and golden sinus algorithm II
Yagmur Olmez, Gonca Ozmen Koca, Erkan Tanyildizi, Abdulkadir Sengur
Classification of smart grid stability prediction using cascade machine learning methods and the internet of things in smart grid
Mithat Önder, Muhsin Ugur Dogan, Kemal Polat
A 1-D CNN-FCM model for the classification of epileptic seizure disorders
Sateesh Kumar Reddy C, Suchetha M
Web-S4AE: a semi-supervised stacked sparse autoencoder model for web robot detection
Rikhi Ram Jagat, Dilip Singh Sisodia, Pradeep Singh
Task-aware prototype refinement for improved few-shot learning
Wei Zhang, Xiaodong Gu
Regional realness-aware generative adversarial networks for stain normalization
Elif Baykal Kablan
Function matrix projective synchronization for unknown and delayed fractional-order neural network
Jin-Man He, Li-Jun Pei
Deep reinforcement learning-based proportional–integral control for dual-active-bridge converter
Weiyu You, Genke Yang, Jian Chu, Changjiang Ju
Prioritization of strategies for a sustainable regional transportation infrastructure by hybrid spherical fuzzy group decision-making approach
Mouhamed Bayane Bouraima, Yanjun Qiu, Ertugrul Ayyildiz, Aslihan Yildiz
A new hybrid model of convolutional neural networks and hidden Markov chains for image classification
Soumia Goumiri, Dalila Benboudjema, Wojciech Pieczynski
Multi-level consistency regularization for domain adaptive object detection
Kun Tian, Chenghao Zhang, Ying Wang, Shiming Xiang
New weighted BERT features and multi-CNN models to enhance the performance of MOOC posts classification
Mohamed A. El-Rashidy, Ahmed Farouk, Nawal A. El-Fishawy, Heba K. Aslan, Nabila A. Khodeir
An efficient lightweight algorithm for scheduling tasks onto dynamically reconfigurable hardware using graph-oriented simulated annealing
Morteza Mollajafari
A2M-LEUK: attention-augmented algorithm for blood cancer detection in children
Fatma M. Talaat, Samah A. Gamel
Correction to: Multi-valued neural networks I: a multi-valued associative memory
Dmitry Maximov, Vladimir I. Goncharenko, Yury S. Legovich
Correction to: An enhanced multi-operator differential evolution algorithm for tackling knapsack optimization problem
Karam M. Sallam, Amr A. Abohany, Rizk M. Rizk-Allah
Correction: Flow-based intrusion detection on software-defined networks: a multivariate time series anomaly detection approach
Sultan Zavrak, Murat Iskefiyeli
Correction to: Color constancy for non-uniform illumination estimation with variable number of illuminants
Ilija Domislović, Donik Vršnak, Marko Subašić, Sven Lončarić
Retraction Note: Bat algorithm as a metaheuristic optimization approach in materials and design: optimal design of a new float for different materials
Mostafa Jalal, Anal K. Mukhopadhyay, Maral Goharzay