Multiple imputation method of missing credit risk assessment data based on generative adversarial networks

Deep learning for missing value imputation of continuous data and the effect of data discretization

(2022) Wei-Chao Lin et al.   KNOWLEDGE-BASED SYSTEMS

ST-LBAGAN: Spatio-temporal learnable bidirectional attention generative adversarial networks for missing traffic data imputation

(2021) Bing Yang et al.   KNOWLEDGE-BASED SYSTEMS

Nonlinear compensation algorithm for multidimensional temporal data: A missing value imputation for the power grid applications

(2021) Tao Su et al.   KNOWLEDGE-BASED SYSTEMS

Modulo 9 model-based learning for missing data imputation

(2021) Alladoumbaye Ngueilbaye et al.   APPLIED SOFT COMPUTING

Federated conditional generative adversarial nets imputation method for air quality missing data

(2021) Xu Zhou et al.   KNOWLEDGE-BASED SYSTEMS

Imputation of missing data with class imbalance using conditional generative adversarial networks

(2021) Saqib Ejaz Awan et al.   NEUROCOMPUTING

A Comparison of Multiple Imputation Methods for Recovering Missing Data in Hydrological Studies

(2021) Fatimah Bibi Hamzah et al.   Civil Engineering Journal-Tehran

EvoImputer: An evolutionary approach for Missing Data Imputation and feature selection in the context of supervised learning

(2021) Shatha Awawdeh et al.   KNOWLEDGE-BASED SYSTEMS

Data augmentation for skin lesion using self-attention based progressive generative adversarial network

(2020) Ibrahim Saad Aly Abdelhalim et al.   EXPERT SYSTEMS WITH APPLICATIONS

CSGAN: Cyclic-Synthesized Generative Adversarial Networks for image-to-image transformation

(2020) Kancharagunta Kishan Babu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Biases in feature selection with missing data

(2019) Borja Seijo-Pardo et al.   NEUROCOMPUTING

A data imputation method for multivariate time series based on generative adversarial network

(2019) Zijian Guo et al.   NEUROCOMPUTING

Data-driven missing data imputation in cluster monitoring system based on deep neural network

(2019) Jie Lin et al.   APPLIED INTELLIGENCE

Image generation by GAN and style transfer for agar plate image segmentation

(2019) Paolo Andreini et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Missing data imputation using decision trees and fuzzy clustering with iterative learning

(2019) Sanaz Nikfalazar et al.   KNOWLEDGE AND INFORMATION SYSTEMS

An Imputation Method for Missing Traffic Data Based on FCM Optimized by PSO-SVR

(2018) Qiang Shang et al.   JOURNAL OF ADVANCED TRANSPORTATION

Dynamic weighted ensemble classification for credit scoring using Markov Chain

(2018) Xiaodong Feng et al.   APPLIED INTELLIGENCE

Missing value imputation using a novel grey based fuzzy c-means, mutual information based feature selection, and regression model

(2018) Amir Masoud Sefidian et al.   EXPERT SYSTEMS WITH APPLICATIONS

Multi-scale semantic image inpainting with residual learning and GAN

(2018) Libin Jiao et al.   NEUROCOMPUTING

Using generative adversarial networks for improving classification effectiveness in credit card fraud detection

(2017) Ugo Fiore et al.   INFORMATION SCIENCES

Missing value imputation for the analysis of incomplete traffic accident data

(2016) Rupam Deb et al.   INFORMATION SCIENCES

Imputation based statistical inference for partially linear quantile regression models with missing responses

(2016) Peixin Zhao et al.   METRIKA

Benchmarking state-of-the-art classification algorithms for credit scoring: An update of research

(2015) Stefan Lessmann et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Face Sketch Synthesis via Sparse Representation-Based Greedy Search

(2015) Shengchuan Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Cost estimation of plastic injection molding parts through integration of PSO and BP neural network

(2012) H.S. Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS

A simulation study using EFA and CFA programs based the impact of missing data on test dimensionality

(2011) Shin-Feng Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Effects of missing data in credit risk scoring. A comparative analysis of methods to achieve robustness in the absence of sufficient data

(2009) R Florez-Lopez   JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY

BP neural network with rough set for short term load forecasting

(2007) Zhi Xiao et al.   EXPERT SYSTEMS WITH APPLICATIONS