Transforming tabular data into images via enhanced spatial relationships for CNN processing by Hameedah A. Alenizy, Jawad Berri

Subjects: Get full text

SNMatch: An Unsupervised Method for Column Semantic-Type Detection Based on Siamese Network by Tiezheng Nie, Hanyu Mao, Aolin Liu, Xuliang Wang, Derong Shen, Yue Kou

Subjects: Get full text

Tabular Data Models for Predicting Art Auction Results by Patryk Mauer, Szczepan Paszkiel

Subjects: “…tabular data predictions…”
Get full text

Visual exploration of multi-dimensional data via rule-based sample embedding by Tong Zhang, Jie Li, Chao Xu

Subjects: “…Tabular data…”
Get full text

Tabular Data Augmentation Using Artificial Intelligence: A Systematic Review and Taxonomic Framework by Mauro Henrique Lima de Boni, Iwens Gervasio Sene Junior, Ronaldo Martins da Costa

Subjects: Get full text

TabMoE: A General Framework for Diverse Table-Based Reasoning with Mixture-of-Experts by Jie Wu, Mengshu Hou

Subjects: “…tabular data…”
Get full text

Sharing is CAIRing: Characterizing principles and assessing properties of universal privacy evaluation for synthetic tabular data by Tobias Hyrup, Anton Danholt Lautrup, Arthur Zimek, Peter Schneider-Kamp

Subjects: Get full text

TRACE: Transformer-Based Risk Assessment for Clinical Evaluation by Dionysis Christopoulos, Sotiris Spanos, Valsamis Ntouskos, Konstantinos Karantzalos

Subjects: Get full text

Shape Penalized Decision Forests for Imbalanced Data Classification by Rahul Goswami, Aindrila Garai, Payel Sadhukhan, Palash Ghosh, Tanujit Chakraborty

Subjects: Get full text

From Tables to Computer Vision: Transforming HPDC Process Data into Images for CNN-Based Deep Learning by A. Burzyńska

Subjects: Get full text

A systematic review of privacy-preserving techniques for synthetic tabular health data by Tobias Hyrup, Anton D. Lautrup, Arthur Zimek, Peter Schneider-Kamp

Subjects: Get full text

Defect Prediction in CWDM Optical Modules Using Multimodal Learning by Kyu-Jeong Choi, Jia Yang, Botambu Collins, Sung-Geun Kim, Do-Jin Lim, Jin-Taek Seong

Subjects: Get full text

Tabular transformer generative adversarial network for heterogeneous distribution in healthcare by Ha Ye Jin Kang, Minsam Ko, Kwang Sun Ryu

Subjects: Get full text

Leveraging LLMs for optimised feature selection and embedding in structured data: A case study on graduate employment classification by Radiah Haque, Hui-Ngo Goh, Choo-Yee Ting, Albert Quek, M.D. Rakibul Hasan

Subjects: Get full text

When Two are Better Than One: Synthesizing Heavily Unbalanced Data by Francisco Ferreira, Nuno Lourenco, Bruno Cabral, Joao Paulo Fernandes

Subjects: Get full text

A Comparative Study of Advanced Transformer Learning Frameworks for Water Potability Analysis Using Physicochemical Parameters by Enes Algül, Saadin Oyucu, Onur Polat, Hüseyin Çelik, Süleyman Ekşi, Faruk Kurker, Ahmet Aksoz

Subjects: Get full text

An interpretable deep learning framework using FCT-SMOTE and BO-TabNet algorithms for reservoir water sensitivity damage prediction by Yin-bo He, Ke-ming Sheng, Ming-liang Du, Guan-cheng Jiang, Teng-fei Dong, Lei Guo, Bo-tao Xu

Subjects: Get full text

Enhanced Conditional GAN for High-Quality Synthetic Tabular Data Generation in Mobile-Based Cardiovascular Healthcare by Malak Alqulaity, Po Yang

Subjects: “…tabular data…”
Get full text

How good is your synthetic data? SynthRO, a dashboard to evaluate and benchmark synthetic tabular data by Gabriele Santangelo, Giovanna Nicora, Riccardo Bellazzi, Arianna Dagliati

Subjects: Get full text

Comparative Study of Imputation Methods for Time Series Data by Daniyal Khan, Alina Lazar

Subjects: Get full text