Data cleaning: Overview and emerging challenges
Detecting and repairing dirty data is one of the perennial challenges in data analytics, and
failure to do so can result in inaccurate analytics and unreliable decisions. Over the past few …
failure to do so can result in inaccurate analytics and unreliable decisions. Over the past few …
Challenges and opportunities of internet of things
YK Chen - 17th Asia and South Pacific design automation …, 2012 - ieeexplore.ieee.org
To date, most Internet applications focus on providing information, interaction, and
entertainment for humans. However, with the widespread deployment of networked …
entertainment for humans. However, with the widespread deployment of networked …
Internet of things and big data analytics for smart and connected communities
This paper promotes the concept of smart and connected communities SCC, which is
evolving from the concept of smart cities. SCC are envisioned to address synergistically the …
evolving from the concept of smart cities. SCC are envisioned to address synergistically the …
A native and adaptive approach for unified processing of linked streams and linked data
In this paper we address the problem of scalable, native and adaptive query processing over
Linked Stream Data integrated with Linked Data. Linked Stream Data consists of data …
Linked Stream Data integrated with Linked Data. Linked Stream Data consists of data …
Networking for big data: A survey
Complementary to the fancy big data applications, networking for big data is an
indispensable supporting platform for these applications in practice. This emerging research …
indispensable supporting platform for these applications in practice. This emerging research …
The internet of things: A survey from the data-centric perspective
Advances in sensor data collection technology, such as pervasive and embedded devices,
and RFID Technology have lead to a large number of smart devices which are connected to …
and RFID Technology have lead to a large number of smart devices which are connected to …
Data loss and reconstruction in sensor networks
Reconstructing the environment in cyber space by sensory data is a fundamental operation
for understanding the physical world in depth. A lot of basic scientific work (eg, nature …
for understanding the physical world in depth. A lot of basic scientific work (eg, nature …
Linked stream data: A position paper
JF Sequeda, O Corcho - 2009 - oa.upm.es
The amount of sensors publishing data on the Web is increasing as a result of the online
availability of Sensor Web platforms that provide support for this task. With such increase in …
availability of Sensor Web platforms that provide support for this task. With such increase in …
Management of probabilistic data: foundations and challenges
N Dalvi, D Suciu - Proceedings of the twenty-sixth ACM SIGMOD …, 2007 - dl.acm.org
Many applications today need to manage large data sets with uncertainties. In this paper we
describe the foundations of managing data where the uncertainties are quantified as …
describe the foundations of managing data where the uncertainties are quantified as …
Data mining and linked open data–New perspectives for data analysis in environmental research
The rapid development in information and computer technology has facilitated an extreme
increase in the collection and storage of digital data. However, the associated rapid increase …
increase in the collection and storage of digital data. However, the associated rapid increase …