Issue 3/2024
Content (41 Articles)
Feature Analysis Network: An Interpretable Idea in Deep Learning
Xinyu Li, Xiaoguang Gao, Qianglong Wang, Chenfeng Wang, Bo Li, Kaifang Wan
Joint Label Propagation, Graph and Latent Subspace Estimation for Semi-supervised Classification
Fadi Dornaika, Abdullah Baradaaji
The Improved Ordering-Based Search Method Incorporating with Ensemble Learning
Hao Wang, Zidong Wang, Ruiguo Zhong, Xiaohan Liu, Xiaoguang Gao
Impulsive Projection Neural Networks for Variational Inequalities and Sparse Signal Reconstruction Application
Jing Xu, Chuandong Li, Xing He, Hongsong Wen
Synchronization of Hypercomplex Neural Networks with Mixed Time-Varying Delays
Sapna Baluni, Vijay K. Yadav, Subir Das, Jinde Cao
Shift-Equivariant Similarity-Preserving Hypervector Representations of Sequences
- Open Access
Dmitri A. Rachkovskij
Category-Aware Siamese Learning Network for Few-Shot Segmentation
Hui Sun, Ziyan Zhang, Lili Huang, Bo Jiang, Bin Luo
Pairwise-Pixel Self-Supervised and Superpixel-Guided Prototype Contrastive Loss for Weakly Supervised Semantic Segmentation
Lu Xie, Weigang Li, Yuntao Zhao
A Fistful of Vectors: A Tool for Intrinsic Evaluation of Word Embeddings
Roberto Ascari, Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
An Enhanced Decision-Making Framework Driven by Complex Semantics Under Nested Probabilistic Linguistic Environments
Weidong Gan, Zeshui Xu, Xinxin Wang
ArQuAD: An Expert-Annotated Arabic Machine Reading Comprehension Dataset
Rasha Obeidat, Marwa Al-Harbi, Mahmoud Al-Ayyoub, Luay Alawneh
Cognitive Impairment Detection Based on Frontal Camera Scene While Performing Handwriting Tasks
- Open Access
Federico Candela, Santina Romeo, Marcos Faundez-Zanuy, Pau Ferrer-Ramos
Video Summarization Using Knowledge Distillation-Based Attentive Network
Jialin Qin, Hui Yu, Wei Liang, Derui Ding
Structured Encoding Based on Semantic Disambiguation for Video Captioning
Bo Sun, Jinyu Tian, Yong Wu, Lunjun Yu, Yuanyan Tang
Pupil Size Variations Reveal Information About Hierarchical Decision-Making Processes
Leyla Yahyaie, Reza Ebrahimpour, Abbas Koochari
Multi-Keys Attention Network for Image Captioning
Ziqian Yang, Hui Li, Renrong Ouyang, Quan Zhang, Jimin Xiao
A Novel Blockchain-Based Deepfake Detection Method Using Federated and Deep Learning Models
- Open Access
Arash Heidari, Nima Jafari Navimipour, Hasan Dag, Samira Talebi, Mehmet Unal
Deep Multi-task Learning for Animal Chest Circumference Estimation from Monocular Images
- Open Access
Hongtao Zhang, Dongbing Gu
Normal Template Mapping: An Association-Inspired Handwritten Character Recognition Model
Jun Miao, Peng Liu, Chen Chen, Yuanhua Qiao
Enhancing Document-Level Relation Extraction with Attention-Convolutional Hybrid Networks and Evidence Extraction
Feiyu Zhang, Ruiming Hu, Guiduo Duan, Tianxi Huang
MFCTrans: Multi-scale Feature Connection Transformer for Deformable Medical Image Registration
Longji Wang, Zhiyue Yan, Wenming Cao, Jianhua Ji
Two-layer Ensemble of Deep Learning Models for Medical Image Segmentation
- Open Access
Truong Dang, Tien Thanh Nguyen, John McCall, Eyad Elyan, Carlos Francisco Moreno-García
Intelligent Inspection Guidance of Urethral Endoscopy Based on SLAM with Blood Vessel Attentional Features
Jie Lin, Xiangyu Zeng, Yulong Pan, Shangqing Ren, Yige Bao
CIL-Net: Densely Connected Context Information Learning Network for Boosting Thyroid Nodule Segmentation Using Ultrasound Images
Haider Ali, Mingzhao Wang, Juanying Xie
Investigation of Scalograms with a Deep Feature Fusion Approach for Detection of Parkinson’s Disease
- Open Access
İsmail Cantürk, Osman Günay
A Novel Method for Human-Vehicle Recognition Based on Wireless Sensing and Deep Learning Technologies
Liangliang Lou, Ruyin Cai, Mingan Lu, Mingmin Wang, Guang Chen
Towards Efficient Recurrent Architectures: A Deep LSTM Neural Network Applied to Speech Enhancement and Recognition
Jing Wang, Nasir Saleem, Teddy Surya Gunawan
Harnessing Cognitively Inspired Predictive Models to Improve Investment Decision-Making
- Open Access
Vincenzo Carandente, Giancarlo Sperlí
Studying Drowsiness Detection Performance While Driving Through Scalable Machine Learning Models Using Electroencephalography
- Open Access
José Manuel Hidalgo Rogel, Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Sergio López Bernal, Gregorio Martínez Pérez, Alberto Huertas Celdrán
A Mutual Information-Based Many-Objective Optimization Method for EEG Channel Selection in the Epileptic Seizure Prediction Task
Najwa Kouka, Rahma Fourati, Asma Baghdadi, Patrick Siarry, M. Adel
Motion Selectivity of the Local Filed Potentials in the Primary Visual Cortex of Rats: A Machine Learning Approach
Abbas Pourhedayat, Marzie Aghababaeipour Dehkordi, Mohammad Reza Daliri
Accurate Prediction of Lysine Methylation Sites Using Evolutionary and Structural-Based Information
- Open Access
Md. Easin Arafat, Md. Wakil Ahmad, S. M. Shovan, Towhid Ul Haq, Nazrul Islam, Mufti Mahmud, M. Shamim Kaiser
A Novel Resilient and Intelligent Predictive Model for CPS-Enabled E-Health Applications
Amjad Rehman, Khalid Haseeb, Teg Alam, Tanzila Saba, Gwanggil Jeon
Guest Editorial: Advances in Deep Learning for Clinical and Healthcare Applications
Cosimo Ieracitano, Francesco Carlo Morabito, Stefano Squartini, Kaizhu Huang, Xuelong Li, Mufti Mahmud
Towards Automated Optimization of Residual Convolutional Neural Networks for Electrocardiogram Classification
Zeineb Fki, Boudour Ammar, Mounir Ben Ayed
A Novel Discrete Deep Learning–Based Cancer Classification Methodology
Marzieh Soltani, Mehdi Khashei, Negar Bakhtiarvand
A Fuzzy Ensemble-Based Deep learning Model for EEG-Based Emotion Recognition
- Open Access
Trishita Dhara, Pawan Kumar Singh, Mufti Mahmud
SPS Vision Net: Measuring Sensory Processing Sensitivity via an Artificial Neural Network
Nima Sadeghzadeh, Nacer Farajzadeh, Novia Dattatri, Bianca P. Acevedo
TB-CXRNet: Tuberculosis and Drug-Resistant Tuberculosis Detection Technique Using Chest X-ray Images
- Open Access
Tawsifur Rahman, Amith Khandakar, Ashiqur Rahman, Susu M. Zughaier, Muna Al Maslamani, Moajjem Hossain Chowdhury, Anas M. Tahir, Md. Sakib Abrar Hossain, Muhammad E. H. Chowdhury
Diabetic Foot Ulcer Detection: Combining Deep Learning Models for Improved Localization
- Open Access
Rusab Sarmun, Muhammad E. H. Chowdhury, M. Murugappan, Ahmed Aqel, Maymouna Ezzuddin, Syed Mahfuzur Rahman, Amith Khandakar, Sanzida Akter, Rashad Alfkey, Anwarul Hasan
