Concepedia

Wanan Liu

WL

Statistics

Publications

11

Citations

725

H-Index

11

Active since

2018

Affiliations

Nanjing University of Information Science and Technology(Current)

Donghua University

China Electric Power Research Institute

Nanjing Forestry University

Wanan Liu is an author at Nanjing University of Information Science and Technology specializing in engineering, machine learning, and data science.

Top concepts

EngineeringMachine LearningData SciencePredictive AnalyticsData MiningDeep LearningCredit ScoringPattern RecognitionKnowledge DiscoveryManagement

Publications per year

2018–2022

11

Publications

11

Credit scoring based on tree-enhanced gradient boosting decision trees

Wanan Liu, Hong Fan, Meng Xia · Expert Systems with Applications · 2021 · 112 citations

Engineering, Machine Learning, Data Science +10

Multi-Stage Feature Constraints Learning for Age Estimation

Min Xia, Xu Zhang, Wanan Liu et al. · IEEE Transactions on Information Forensics and Security · 2020 · 110 citations

Engineering, Aging, Machine Learning +19

Non-intrusive load disaggregation based on composite deep long short-term memory network

Min Xia, Wanan Liu, Ke Wang et al. · Expert Systems with Applications · 2020 · 98 citations

Engineering, Machine Learning, Computer Engineering +2

Non-intrusive load disaggregation based on deep dilated residual network

Min Xia, Wanan Liu, Ke Wang et al. · Electric Power Systems Research · 2019 · 95 citations

Deblurring, Engineering, Machine Learning +5

Step-wise multi-grained augmented gradient boosting decision trees for credit scoring

Wanan Liu, Hong Fan, Min Xia · Engineering Applications of Artificial Intelligence · 2020 · 74 citations

Engineering, Machine Learning, Data Science +7

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