American Sign Language Recognition using Deep Learning and Computer Vision

Kshitij Bantupalli, Ying Xie

Convolutional Neural NetworkSign Language TranslationMachine LearningEngineeringBiometrics +15

A Novel Blockchain-based Education Records Verification Solution

Meng Han, Zhigang Li, Jing He, +3

BlockchainPublic Key InfrastructureOfficial CertificatesEngineeringInformation Security +12

A novel directional and non-local-convergent particle swarm optimization based workflow scheduling in cloud–edge environment

Ying Xie, Yuanwei Zhu, Yeguo Wang, +5

Future Generation Computer Systems

Cluster ComputingWorkflow ExecutionEngineeringEdge ComputingCloud Scheduling +5

Integrating Internet of Things (IoT) into STEM undergraduate education: Case study of a modern technology infused courseware for embedded system course

Jing He, Dan Lo, Ying Xie, +1

Stem Undergraduate EducationEngineeringIot CommunicationEducationEmbedded System Course +17

Improved Long Short-Term Memory based anomaly detection with concept drift adaptive method for supporting IoT services

Rongbin Xu, Yongliang Cheng, Zhiqiang Liu, +2

Future Generation Computer Systems

Iot ServicesIot Data AnalyticsAnomaly DetectionEngineeringLong Short-term Memory +5

Multi-level correlation mining framework with self-supervised label generation for multimodal sentiment analysis

Zuhe Li, Qingbing Guo, Yushan Pan, +7

Information Fusion

Natural Language ProcessingEngineeringMachine LearningData ScienceComputational Linguistics +8

Cognitive Approach for Location Privacy Protection

Meng Han, Lei Li, Ying Xie, +4

IEEE Access

Mobile SecurityEngineeringInformation SecurityCognitive ApproachCommunication +19

Improving logistic regression on the imbalanced data by a novel penalized log-likelihood function

Lili Zhang, Trent Geisler, Herman E. Ray, +1

Journal of Applied Statistics

Penalty WeightsEngineeringMachine LearningClassification MethodData Science +15

Multi-view feature transfer for click-through rate prediction

Dan Jiang, Rongbin Xu, Xin Xu, +1

Information Sciences

EngineeringMachine LearningData ScienceFeature LearningPattern Recognition +6

An adaptive resonance theory based artificial neural network (ART-2a) for rapid identification of airborne particle shapes from their scanning electron microscopy images

D. Wienke, Ying Xie, Philip K. Hopke

Chemometrics and Intelligent Laboratory Systems

EngineeringMachine LearningImage AnalysisMicroscopyPattern Recognition +7