A Comparative Study on Human Activity Recognition Using Inertial Sensors in a Smartphone

Aiguo Wang, Guilin Chen, Jing Yang, +2

IEEE Sensors Journal

Wearable SystemPhysical ActivityEngineeringSmartphone Power ConsumptionBiometrics +18

Towards Human Activity Recognition: A Hierarchical Feature Selection Framework

Aiguo Wang, Guilin Chen, Xi Wu, +3

Sensors

EngineeringMachine LearningBiometricsWearable TechnologyFeature Selection +17

Predicting hypertension without measurement: A non-invasive, questionnaire-based approach

Aiguo Wang, Ning An, Guilin Chen, +2

Expert Systems with Applications

HypertensionCardiovascular EpidemiologyCardiovascular DiseaseAntihypertensive TherapyQuestionnaire-based Approach +2

Locality adaptive preserving projections for linear dimensionality reduction

Aiguo Wang, Shenghui Zhao, Jinjun Liu, +3

Expert Systems with Applications

EngineeringMachine LearningData ScienceLinear Dimensionality ReductionPattern Recognition +3

Latent feature learning for activity recognition using simple sensors in smart homes

Guilin Chen, Aiguo Wang, Shenghui Zhao, +2

Multimedia Tools and Applications

Mobile SensingEngineeringMachine LearningAssistive TechnologyData Mining +11

An approach to sentence-selection-based text summarization

Fang Chen, Kesong Han, Guilin Chen

Natural Language ProcessingSentence-selection-based Text SummarizationInformation RetrievalWord Level FeaturesText Summarization +13

Activities of Daily Living Recognition With Binary Environment Sensors Using Deep Learning: A Comparative Study

Aiguo Wang, Shenghui Zhao, Chundi Zheng, +3

IEEE Sensors Journal

Convolutional Neural NetworkEngineeringMachine LearningAutoencodersWearable Technology +19

HierHAR: Sensor-Based Data-Driven Hierarchical Human Activity Recognition

Aiguo Wang, Shenghui Zhao, Chundi Zheng, +3

IEEE Sensors Journal

Hierarchical FrameworkEngineeringMachine LearningIntelligent SystemsHuman Monitoring +16

A Logistic Regression and Artificial Neural Network-Based Approach for Chronic Disease Prediction: A Case Study of Hypertension

Aiguo Wang, Ning An, Yu Xia, +2

HypertensionEngineeringMachine LearningWearable TechnologyDisease Classification +18

TCWTP: Time-Constrained Weighted Targets Patrolling Mechanism in Wireless Mobile Sensor Networks

Chih‐Yung Chang, Guilin Chen, Gwo‐Jong Yu, +2

IEEE Transactions on Systems Man and Cybernetics Systems

Topology ControlEngineeringWireless RoutingWireless Sensor SystemMulti-sensor Management +13