Learning From Crowds

Vikas C. Raykar, Shipeng Yu, Linda Zhao, +4

Journal of Machine Learning Research

Artificial IntelligenceData AnnotationEngineeringMachine LearningAutomatic Annotation Tool +16

VIPS: a Vision-based Page Segmentation Algorithm

Deng Cai, Shipeng Yu, Ji-Rong Wen, +1

Supervised learning from multiple experts

Vikas C. Raykar, Shipeng Yu, Linda Zhao, +5

Artificial IntelligenceEngineeringMachine LearningMultiple ExpertsIntelligent Systems +17

Improving pseudo-relevance feedback in web information retrieval using web page segmentation

Shipeng Yu, Deng Cai, Ji-Rong Wen, +1

Natural Language ProcessingPseudo-relevance FeedbackEngineeringInformation RetrievalData Science +13

Multi-label informed latent semantic indexing

Kai Yu, Shipeng Yu, Volker Tresp

EngineeringIntelligent Information RetrievalLatent Semantic IndexingSemantic WebCorpus Linguistics +15

Extracting shared subspace for multi-label classification

Shuiwang Ji, Lei Tang, Shipeng Yu, +1

Multiple Instance LearningEngineeringMachine LearningProtein Function PredictionText Mining +16

Block-based web search

Deng Cai, Shipeng Yu, Ji-Rong Wen, +1

Search TechnologyEngineeringInformation RetrievalData ScienceData Mining +13

A shared-subspace learning framework for multi-label classification

Shuiwang Ji, Lei Tang, Shipeng Yu, +1

ACM Transactions on Knowledge Discovery from Data

Multiple Instance LearningEngineeringMachine LearningText MiningNatural Language Processing +16

Supervised probabilistic principal component analysis

Shipeng Yu, Kai Yu, Volker Tresp, +2

EngineeringMachine LearningUnsupervised Machine LearningLatent ModelingImage Analysis +17

Going Digital: A Survey on Digitalization and Large-Scale Data Analytics in Healthcare

Volker Tresp, J. Marc Overhage, Markus Bundschus, +3

Proceedings of the IEEE

EngineeringBig Data AnalyticsData ScienceDigital HealthData Integration +20