Deadline differentiated dynamic EV charging price menu design

C Lu, J Wu, J Cui, Y Xu, C Wu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The increasing number of electric vehicles (EVs) on the road brings both opportunities and
challenges to the power system. For the EV charging stations (EVCSs), it is often difficult to …

Analysis of the information entropy on traffic flows

Z Liu, Y Wang, Q Cheng, H Yang - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This paper aims to reveal the uncertainty of traffic flow by introducing a new quantity based
on the concept of information entropy (IE). We discover the existence and analyze the …

A grid-based approach for measuring similarities of taxi trajectories

W Jiao, H Fan, T Midtbø - Sensors, 2020 - mdpi.com
Similarity measurement is one of the key tasks in spatial data analysis. It has a great impact
on applications ie, position prediction, mining and analysis of social behavior pattern …

On integrating size and shape distributions into a spatio-temporal information entropy framework

DG Leibovici, C Claramunt - Entropy, 2019 - mdpi.com
Understanding the structuration of spatio-temporal information is a common endeavour to
many disciplines and application domains, eg, geography, ecology, urban planning …

An activity‐based framework for detecting human movement patterns in an urban environment

A Hosseinpoor Milaghardan… - Transactions in …, 2021 - Wiley Online Library
The continuous development of positioning technologies and computing solutions for the
integration of large trajectory data sets offers many novel research opportunities. Among …

Towards User-Assisted Privacy Management in a User-centric Environment

Y Shanmugarasa - 2024 - unsworks.unsw.edu.au
Smart home devices are essential for modern living, automating tasks, and optimizing
usage, but they raise privacy concerns. The Personal Data Store (PDS) paradigm offers a …

시공간상관관계군집화와시계열유사성을활용한PM10 자료분석

김성돈, 전용진, 오해준 - 한국데이터정보과학회지, 2021 - dbpia.co.kr
최근 미세먼지나 강수량 자료 등 시간과 공간에 따라 수집되는 시공간 자료에 대한 관심이
증가하고 있다. Gao 등 (2019) 은 공간 자료의 군집에 많이 쓰이는 Moran's I 와 Local Moran's I …

Generating contextual trajectories from user profiles

J Yang, C Poellabauer, P Mitra, A Sharma… - Proceedings of the 3rd …, 2020 - dl.acm.org
The trajectory of traffic participants is an essential source for pattern mining and knowledge
discovery in urban mobility. However, real-world trajectory data are often not publicly …

From Energy Consumption Data to User Profiling: Quantifying Privacy Exposure in Smart Homes

Y Shanmugarasa, H Paik, M Windl, S Feger, L Zhu - papers.ssrn.com
Smart home devices continually amass and share growing volumes of data to enhance
functionality and user convenience. However, this data sharing poses privacy risks …

A dimension reduced clustering approach for the evaluation of trajectory similarities

A Hosseinpoor Milaghardan, C Claramunt… - Earth Observation and …, 2021 - eoge.ut.ac.ir
Nowadays, the very large volumes of trajectory datasets generated by many users and
applications offer many opportunities for deriving trends and patterns. Extracting patterns …