Transfer learning-based default prediction model for consumer credit in China

Dynamic ensemble classification for credit scoring using soft probability

(2018) Xiaodong Feng et al.   APPLIED SOFT COMPUTING

A DBN-based resampling SVM ensemble learning paradigm for credit classification with imbalanced data

(2018) Lean Yu et al.   APPLIED SOFT COMPUTING

Stationary Mahalanobis kernel SVM for credit risk evaluation

(2018) Hao Jiang et al.   APPLIED SOFT COMPUTING

Time-aware cloud service recommendation using similarity-enhanced collaborative filtering and ARIMA model

(2018) Shuai Ding et al.   DECISION SUPPORT SYSTEMS

A new aspect on P2P online lending default prediction using meta-level phone usage data in China

(2018) Lin Ma et al.   DECISION SUPPORT SYSTEMS

Loss functions for Loss Given Default model comparison

(2018) Christophe Hurlin et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

A novel ensemble method for credit scoring: Adaption of different imbalance ratios

(2018) Hongliang He et al.   EXPERT SYSTEMS WITH APPLICATIONS

A novel heterogeneous ensemble credit scoring model based on bstacking approach

(2018) Yufei Xia et al.   EXPERT SYSTEMS WITH APPLICATIONS

Imbalanced enterprise credit evaluation with DTE-SBD: Decision tree ensemble based on SMOTE and bagging with differentiated sampling rates

(2018) Jie Sun et al.   INFORMATION SCIENCES

Smart community evaluation for sustainable development using a combined analytical framework

(2018) Jin Wang et al.   JOURNAL OF CLEANER PRODUCTION

A hybrid system with filter approach and multiple population genetic algorithm for feature selection in credit scoring

(2018) Di Wang et al.   JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

The pricing of dynamic fund protection with default risk

(2018) Junkee Jeon et al.   JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

Interplay between SIR-based disease spreading and awareness diffusion on multiplex networks

(2018) Chunyuan Zheng et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

An innovative neural network approach for stock market prediction

(2018) Xiongwen Pang et al.   JOURNAL OF SUPERCOMPUTING

A cluster prediction model-based data collection for energy efficient wireless sensor network

(2018) S. Diwakaran et al.   JOURNAL OF SUPERCOMPUTING

Transfer learning with stacked reconstruction independent component analysis

(2018) Yi Zhu et al.   KNOWLEDGE-BASED SYSTEMS

A novel transfer learning framework for time series forecasting

(2018) Rui Ye et al.   KNOWLEDGE-BASED SYSTEMS

Transfer learning with partial related “instance-feature” knowledge

(2018) Yunyun Wang et al.   NEUROCOMPUTING

Study on a prediction of P2P network loan default based on the machine learning LightGBM and XGboost algorithms according to different high dimensional data cleaning

(2018) Xiaojun Ma et al.   Electronic Commerce Research and Applications

Credit scoring using three-way decisions with probabilistic rough sets

(2018) Sebastián Maldonado et al.   INFORMATION SCIENCES

Deep neural networks, gradient-boosted trees, random forests: Statistical arbitrage on the S&P 500

(2017) Christopher Krauss et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Learning from class-imbalanced data: Review of methods and applications

(2017) Guo Haixiang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Machine learning models and bankruptcy prediction

(2017) Flavio Barboza et al.   EXPERT SYSTEMS WITH APPLICATIONS

A boosted decision tree approach using Bayesian hyper-parameter optimization for credit scoring

(2017) Yufei Xia et al.   EXPERT SYSTEMS WITH APPLICATIONS

Risk Analysis and Enhancement of Cooperation Yielded by the Individual Reputation in the Spatial Public Goods Game

(2017) Chengyi Xia et al.   IEEE Systems Journal

Predicting the listing statuses of Chinese-listed companies using decision trees combined with an improved filter feature selection method

(2017) Ligang Zhou et al.   KNOWLEDGE-BASED SYSTEMS

Artificial neural networks in business: Two decades of research

(2016) Michal Tkáč et al.   APPLIED SOFT COMPUTING

Technology credit scoring model with fuzzy logistic regression

(2016) So Young Sohn et al.   APPLIED SOFT COMPUTING

Instance-based credit risk assessment for investment decisions in P2P lending

(2016) Yanhong Guo et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Study on the performance evaluation of online teaching using the quantile regression analysis and artificial neural network

(2016) Wen-Tsao Pan et al.   JOURNAL OF SUPERCOMPUTING

Increasing prediction accuracy in collaborative filtering with initialized factor matrices

(2016) Mahdi Nasiri et al.   JOURNAL OF SUPERCOMPUTING

Support vector regression for loss given default modelling

(2015) Xiao Yao et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Online Comment-Based Hotel Quality Automatic Assessment Using Improved Fuzzy Comprehensive Evaluation and Fuzzy Cognitive Map

(2015) Xiao Wei et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Transfer learning using computational intelligence: A survey

(2015) Jie Lu et al.   KNOWLEDGE-BASED SYSTEMS

A genetic algorithm approach for SMEs bankruptcy prediction: Empirical evidence from Italy

(2014) Niccolò Gordini   EXPERT SYSTEMS WITH APPLICATIONS

An efficient methodology for robustness evaluation by advanced interval analysis using updated second-order Taylor series expansion

(2011) Kohei Fujita et al.   ENGINEERING STRUCTURES

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING