Transport behavior-mining from smartphones: a review
Background Although people and smartphones have become almost inseparable,
especially during travel, smartphones still represent a small fraction of a complex multi …
especially during travel, smartphones still represent a small fraction of a complex multi …
Recognition of human locomotion on various transportations fusing smartphone sensors
Recognition of daily human activities in various locomotion and transportation modes has
numerous applications like coaching users for behavior modification and maintaining a …
numerous applications like coaching users for behavior modification and maintaining a …
Evaluating the interplay between trajectory segmentation and mode inference error
G Kosmacher, K Shankari - Transportation research record, 2024 - journals.sagepub.com
Travel behavior changes are essential to transportation decarbonization. Travel diaries,
consisting of sequences of trips between places, are typically used to instrument human …
consisting of sequences of trips between places, are typically used to instrument human …
Towards knowledge infusion for robust and transferable machine learning in IoT
Machine learning (ML) applications in Internet of Things (IoT) scenarios face the issue that
supervision signals, such as labeled data, are scarce and expensive to obtain. For example …
supervision signals, such as labeled data, are scarce and expensive to obtain. For example …
Large Scale Passenger Detection with Smartphone/Bus Implicit Interaction and Multisensory Unsupervised Cause-effect Learning
Intelligent Transportation Systems (ITS) underpin the concept of Mobility as a Service
(MaaS), which requires universal and seamless users' access across multiple public and …
(MaaS), which requires universal and seamless users' access across multiple public and …