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 …

Human activity recognition using inertial sensors in a smartphone: An overview

W Sousa Lima, E Souto, K El-Khatib, R Jalali, J Gama - Sensors, 2019 - mdpi.com
The ubiquity of smartphones and the growth of computing resources, such as connectivity,
processing, portability, and power of sensing, have greatly changed people's lives. Today …

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 …

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 …

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 …

A survey on health monitoring systems for health smart homes

H Mshali, T Lemlouma, M Moloney, D Magoni - International Journal of …, 2018 - Elsevier
Aging population ratios are rising significantly. Health monitoring systems (HMS) in smart
environments have evolved rapidly to become a viable alternative to traditional healthcare …

Protecting locations with differential privacy under temporal correlations

Y Xiao, L Xiong - Proceedings of the 22nd ACM SIGSAC conference on …, 2015 - dl.acm.org
Concerns on location privacy frequently arise with the rapid development of GPS enabled
devices and location-based applications. While spatial transformation techniques such as …

[PDF][PDF] Maximum entropy inverse reinforcement learning.

BD Ziebart, AL Maas, JA Bagnell, AK Dey - Aaai, 2008 - cdn.aaai.org
Recent research has shown the benefit of framing problems of imitation learning as
solutions to Markov Decision Problems. This approach reduces learning to the problem of …

Quantifying location privacy

R Shokri, G Theodorakopoulos… - … IEEE symposium on …, 2011 - ieeexplore.ieee.org
It is a well-known fact that the progress of personal communication devices leads to serious
concerns about privacy in general, and location privacy in particular. As a response to these …