Convolutional Neural Networks for Human Activity Recognition using Mobile Sensors

Ming Zeng, Le T. Nguyen, Bo Yu, +4

Convolutional Neural NetworkPhysical ActivityEngineeringMachine LearningWearable Technology +21

ACComplice: Location inference using accelerometers on smartphones

Jun Han, Emmanuel Owusu, Le T. Nguyen, +2

Location TrackingLocation InferenceEngineeringInformation SecurityBiometrics +15

Predicting collective sentiment dynamics from time-series social media

Le T. Nguyen, Pang Wu, William Chan, +2

EngineeringSocial Medium MonitoringPublic OpinionCommunicationSentiment Analysis +14

Semi-supervised convolutional neural networks for human activity recognition

Ming Zeng, Tong Yu, Xiao Wang, +3

Convolutional Neural NetworkEngineeringMachine LearningAction Recognition (Movement Science)Action Recognition (Computer Vision) +18

Recognizing new activities with limited training data

Le T. Nguyen, Ming Zeng, Patrick Tague, +1

Artificial IntelligenceMultiple Instance LearningEngineeringMachine LearningAr Model +16

High−performance acousto−optic guided−light−beam device using two tilting surface acoustic waves

C.S. Tsai, Le T. Nguyen, Shi‐Chune Yao, +1

Applied Physics Letters

PhotonicsDiffraction EfficiencyOptical MaterialsSurface Acoustic WavesHe−ne Laser Light +11

IdentityLink

Le T. Nguyen, Yu Seung Kim, Patrick Tague, +1

Mobile SecurityEngineeringInformation SecurityMobile DevicesBiometrics +15

Wi-Fi fingerprinting through active learning using smartphones

Le T. Nguyen, Joy Zhang

Location TrackingLabeled FingerprintsEngineeringMachine LearningBiometrics +19

I did not smoke 100 cigarettes today!

Le T. Nguyen, Ming Zeng, Patrick Tague, +1

Tobacco CessationArtificial IntelligenceMultiple Instance LearningEngineeringMachine Learning +21

UnLocIn: Unauthorized location inference on smartphones without being caught

Le T. Nguyen, Yuan Tian, Sung-Ho Cho, +5