A survey of traffic prediction: from spatio-temporal data to intelligent transportation

H Yuan, G Li - Data Science and Engineering, 2021 - Springer
Intelligent transportation (eg, intelligent traffic light) makes our travel more convenient and
efficient. With the development of mobile Internet and position technologies, it is reasonable …

Trajectory data mining: an overview

Y Zheng - ACM Transactions on Intelligent Systems and …, 2015 - dl.acm.org
The advances in location-acquisition and mobile computing techniques have generated
massive spatial trajectory data, which represent the mobility of a diversity of moving objects …

Deep-learning-enhanced human activity recognition for Internet of healthcare things

X Zhou, W Liang, I Kevin, K Wang… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
Along with the advancement of several emerging computing paradigms and technologies,
such as cloud computing, mobile computing, artificial intelligence, and big data, Internet of …

Enabling technologies for green internet of things

FK Shaikh, S Zeadally, E Exposito - IEEE Systems Journal, 2015 - ieeexplore.ieee.org
Recent technological advances have led to an increase in the carbon footprint. Energy
efficiency in the Internet of Things (IoT) has been attracting a lot of attention from researchers …

A survey on ambient intelligence in healthcare

G Acampora, DJ Cook, P Rashidi… - Proceedings of the …, 2013 - ieeexplore.ieee.org
Ambient Intelligence (AmI) is a new paradigm in information technology aimed at
empowering people's capabilities by means of digital environments that are sensitive …

Sensor-based activity recognition

L Chen, J Hoey, CD Nugent… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
Research on sensor-based activity recognition has, recently, made significant progress and
is attracting growing attention in a number of disciplines and application domains. However …

Mining interesting locations and travel sequences from GPS trajectories

Y Zheng, L Zhang, X Xie, WY Ma - Proceedings of the 18th international …, 2009 - dl.acm.org
The increasing availability of GPS-enabled devices is changing the way people interact with
the Web, and brings us a large amount of GPS trajectories representing people's location …

Hidden Markov map matching through noise and sparseness

P Newson, J Krumm - Proceedings of the 17th ACM SIGSPATIAL …, 2009 - dl.acm.org
The problem of matching measured latitude/longitude points to roads is becoming
increasingly important. This paper describes a novel, principled map matching algorithm that …

Using mobile phones to determine transportation modes

S Reddy, M Mun, J Burke, D Estrin, M Hansen… - ACM Transactions on …, 2010 - dl.acm.org
As mobile phones advance in functionality and capability, they are being used for more than
just communication. Increasingly, these devices are being employed as instruments for …

Understanding mobility based on GPS data

Y Zheng, Q Li, Y Chen, X Xie, WY Ma - Proceedings of the 10th …, 2008 - dl.acm.org
Both recognizing human behavior and understanding a user's mobility from sensor data are
critical issues in ubiquitous computing systems. As a kind of user behavior, the …