Concepedia

Feng Cai

FC

7

Publications

199

Citations

7

H-Index

2009

Active since

Affiliations

University of Minnesota(Current)

Feng Cai is an author at University of Minnesota specializing in engineering, predictive analytics, and knowledge discovery.

Top concepts

EngineeringData MiningData ScienceMachine LearningKnowledge DiscoveryPattern RecognitionPredictive AnalyticsComputer ScienceSupervised LearningMulti-task Learning

Publications per year

2009–2024

7

Publications

7

Generalized SMO Algorithm for SVM-Based Multitask Learning

Feng Cai, Vladimir Cherkassky · IEEE Transactions on Neural Networks and Learning Systems · 2012 · 75 citations

Artificial Intelligence, Engineering, Machine Learning +17

SVM+ regression and multi-task learning

Feng Cai, Vladimir Cherkassky · 2009 · 32 citations

Svm+ Regression, Support Vector Machine, Engineering +15

Predictive learning with structured (grouped) data

Lichen Liang, Feng Cai, Vladimir Cherkassky · Neural Networks · 2009 · 28 citations

Artificial Intelligence, Structured Prediction, Engineering +10

A novel feature optimization and ensemble learning method for state-of-health prediction of mining lithium-ion batteries

Juqiang Feng, Feng Cai, Yang Zhao et al. · Energy · 2024 · 22 citations

Ensemble Learning Method, Engineering, Machine Learning +14

Wave spectrum fitting with multiple parameters based on optimization algorithms and its application

Feng Wu, Li Zhu, Yuelin Zhao et al. · Ocean Engineering · 2024 · 19 citations

Array Processing, Multiple Parameters, Engineering +8

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