Papers Transportation Mode Detection
“Transportation Mode Detection” 태그가 달린 논문 6편 · 필터 해제
Feature Pyramid biLSTM: Using Smartphone Sensors for Transportation Mode Detection
The widespread utilization of smartphones has provided extensive availability to Inertial Measurement Units, providing a wide range of sensory data that can be advantageous for the detection of transportation modes. The …
Transportation Mode DetectionDeepStay: Stay Region Extraction from Location Trajectories using Weak Supervision
Nowadays, mobile devices enable constant tracking of the user's position and location trajectories can be used to infer personal points of interest (POIs) like homes, workplaces, or stores. A common way to extract POIs i…
Stay Region ExtractionTransportation Mode DetectionOutdoor Position Recovery from HeterogeneousTelco Cellular Data
Recent years have witnessed unprecedented amounts of data generated by telecommunication (Telco) cellular networks. For example, measurement records (MRs) are generated to report the connection states between mobile devi…
Multi-Task LearningPositionTransportation Mode DetectionA semi-supervised deep residual network for mode detection in Wi-Fi signals
Due to their ubiquitous and pervasive nature, Wi-Fi networks have the potential to collect large-scale, low-cost, and disaggregate data on multimodal transportation. In this study, we develop a semi-supervised deep resid…
Transportation Mode DetectionCustom Dual Transportation Mode Detection by Smartphone Devices Exploiting Sensor Diversity
Making applications aware of the mobility experienced by the user can open the door to a wide range of novel services in different use-cases, from smart parking to vehicular traffic monitoring. In the literature, there a…
Activity RecognitionBenchmarkingDiversityTransportation Mode DetectionTransportation Modes Classification Using Feature Engineering
Predicting transportation modes from GPS (Global Positioning System) records is a hot topic in the trajectory mining domain. Each GPS record is called a trajectory point and a trajectory is a sequence of these points. Tr…
ClassificationFeature EngineeringGeneral ClassificationInformation Retrieval+3