LM-IGTD: a 2D image generator for low-dimensional and mixed-type tabular data to leverage the potential of convolutional neural networks
Fuente:
arXiv
Saved in:
| Main Authors: | Gómez-Martínez, Vanesa, Lara-Abelenda, Francisco J., Peiro-Corbacho, Pablo, Chushig-Muzo, David, Granja, Conceicao, Soguero-Ruiz, Cristina |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Uncovering local aggregated air quality index with smartphone captured images leveraging efficient deep convolutional neural network
by: Mondal, Joyanta Jyoti, et al.
Published: (2023)
by: Mondal, Joyanta Jyoti, et al.
Published: (2023)
Characterization of mixing in nanoparticle hetero‐aggregates by convolutional neural networks
by: Christoph Mahr, et al.
Published: (2024)
by: Christoph Mahr, et al.
Published: (2024)
Approximation results on neural network operators of convolution type
by: Arif, Asiye, et al.
Published: (2025)
by: Arif, Asiye, et al.
Published: (2025)
An all-optical convolutional neural network for image identification
by: Fu, Wei-Wei, et al.
Published: (2025)
by: Fu, Wei-Wei, et al.
Published: (2025)
Quantum convolutional neural networks for jet images classification
by: Elhag, Hala, et al.
Published: (2024)
by: Elhag, Hala, et al.
Published: (2024)
Application of convolutional neural networks in image super-resolution
by: Tian, Chunwei, et al.
Published: (2025)
by: Tian, Chunwei, et al.
Published: (2025)
An interpretable prototype parts-based neural network for medical tabular data
by: Karolczak, Jacek, et al.
Published: (2026)
by: Karolczak, Jacek, et al.
Published: (2026)
ExcelFormer: A neural network surpassing GBDTs on tabular data
by: Chen, Jintai, et al.
Published: (2023)
by: Chen, Jintai, et al.
Published: (2023)
Multi-task convolutional neural network for image aesthetic assessment
by: Soydaner, Derya, et al.
Published: (2023)
by: Soydaner, Derya, et al.
Published: (2023)
Bankruptcy analysis using images and convolutional neural networks (CNN)
by: Tavares, Luiz, et al.
Published: (2025)
by: Tavares, Luiz, et al.
Published: (2025)
Digital-analog quantum convolutional neural networks for image classification
by: Simen, Anton, et al.
Published: (2024)
by: Simen, Anton, et al.
Published: (2024)
Using convolutional neural networks for the classification of breast cancer images
by: Bonnet, Eric
Published: (2021)
by: Bonnet, Eric
Published: (2021)
Iterative charge equilibration for fourth-generation high-dimensional neural network potentials
by: Kocer, Emir, et al.
Published: (2025)
by: Kocer, Emir, et al.
Published: (2025)
Symplectic convolutional neural networks
by: Yıldız, Süleyman, et al.
Published: (2025)
by: Yıldız, Süleyman, et al.
Published: (2025)
Learning based on neurovectors for tabular data: a new neural network approach
by: Husillos, J. C., et al.
Published: (2025)
by: Husillos, J. C., et al.
Published: (2025)
Enhancing convolutional neural network generalizability via low-rank weight approximation
by: Gao, Chenyin, et al.
Published: (2022)
by: Gao, Chenyin, et al.
Published: (2022)
LDConv: Linear deformable convolution for improving convolutional neural networks
by: Zhang, Xin, et al.
Published: (2023)
by: Zhang, Xin, et al.
Published: (2023)
Theory of periodic convolutional neural network
by: Liu, Yuqing
Published: (2025)
by: Liu, Yuqing
Published: (2025)
A constrained convolutional neural network with attention mechanism for image manipulation detection
by: Hamidja, Kamagate Beman, et al.
Published: (2025)
by: Hamidja, Kamagate Beman, et al.
Published: (2025)
Exploring specialization and sensitivity of convolutional neural networks in the context of simultaneous image augmentations
by: Kharyuk, Pavel, et al.
Published: (2025)
by: Kharyuk, Pavel, et al.
Published: (2025)
Research on denoising and enhancing methods of medical images based on convolutional neural networks
by: Wu Beibei
Published: (2024)
by: Wu Beibei
Published: (2024)
A control chart for monitoring image processes based on convolutional neural networks
by: Yarema Okhrin, et al.
Published: (2024)
by: Yarema Okhrin, et al.
Published: (2024)
Territorios de mayor vulnerabilidad social en la Ciudad Autónoma de Buenos Aires. Recorrido en perspectiva histórica sobre aspectos estructurales no resueltos
by: Norberto Abelenda
Published: (2016)
by: Norberto Abelenda
Published: (2016)
Dependency-aware synthetic tabular data generation
by: Umesh, Chaithra, et al.
Published: (2025)
by: Umesh, Chaithra, et al.
Published: (2025)
Cracking the neural code for word recognition in convolutional neural networks
by: Agrawal, Aakash, et al.
Published: (2024)
by: Agrawal, Aakash, et al.
Published: (2024)
On the rates of convergence for learning with convolutional neural networks
by: Yang, Yunfei, et al.
Published: (2024)
by: Yang, Yunfei, et al.
Published: (2024)
Imaging at the quantum limit with convolutional neural networks
by: Proppe, Andrew H., et al.
Published: (2025)
by: Proppe, Andrew H., et al.
Published: (2025)
On filter design in deep convolutional neural network
by: Hirani, Gaurav, et al.
Published: (2024)
by: Hirani, Gaurav, et al.
Published: (2024)
Galaxy mass profiles with convolutional neural networks
by: Sarrato-Alós, Jorge, et al.
Published: (2025)
by: Sarrato-Alós, Jorge, et al.
Published: (2025)
The inherent convolution property of quantum neural networks
by: Qu, Guangkai, et al.
Published: (2025)
by: Qu, Guangkai, et al.
Published: (2025)
Impact of internal noise on convolutional neural networks
by: Kolesnikov, Ivan, et al.
Published: (2025)
by: Kolesnikov, Ivan, et al.
Published: (2025)
Permutation-equivariant quantum convolutional neural networks
by: Das, Sreetama, et al.
Published: (2024)
by: Das, Sreetama, et al.
Published: (2024)
Adaptive high-precision sound source localization at low frequencies based on convolutional neural network
by: Ma, Wenbo, et al.
Published: (2024)
by: Ma, Wenbo, et al.
Published: (2024)
Bearing fault diagnosis based on multi-scale spectral images and convolutional neural network
by: Luo, Tongchao, et al.
Published: (2025)
by: Luo, Tongchao, et al.
Published: (2025)
Complex-valued convolutional neural network classification of hand gesture from radar images
by: Khandan, Shokooh
Published: (2024)
by: Khandan, Shokooh
Published: (2024)
Exploring an image-based $b$-jet tagging method using convolution neural networks
by: Jang, Hangil, et al.
Published: (2025)
by: Jang, Hangil, et al.
Published: (2025)
Comprehensive analysis of clinical images contributions for melanoma classification using convolutional neural networks
by: Jorge A. Rios‐Duarte, et al.
Published: (2024)
by: Jorge A. Rios‐Duarte, et al.
Published: (2024)
Attention-based convolutional neural network for perfusion T2-weighted MR images preprocessing
by: Alkhimova, Svitlana, et al.
Published: (2023)
by: Alkhimova, Svitlana, et al.
Published: (2023)
Detection of retinal diseases from ophthalmological images based on convolutional neural network architecture
by: Safiye Pelin Taş
Published: (2022)
by: Safiye Pelin Taş
Published: (2022)
Convex space learning for tabular synthetic data generation
by: Mahendra, Manjunath, et al.
Published: (2024)
by: Mahendra, Manjunath, et al.
Published: (2024)
Similar Items
-
Uncovering local aggregated air quality index with smartphone captured images leveraging efficient deep convolutional neural network
by: Mondal, Joyanta Jyoti, et al.
Published: (2023) -
Characterization of mixing in nanoparticle hetero‐aggregates by convolutional neural networks
by: Christoph Mahr, et al.
Published: (2024) -
Approximation results on neural network operators of convolution type
by: Arif, Asiye, et al.
Published: (2025) -
An all-optical convolutional neural network for image identification
by: Fu, Wei-Wei, et al.
Published: (2025) -
Quantum convolutional neural networks for jet images classification
by: Elhag, Hala, et al.
Published: (2024)