NDLI: Challenges for Data Mining in Distributed Sensor Networks

Content Provider	IEEE Xplore Digital Library
Author	Cantoni, V. Lombardi, L. Lombardi, P.
Copyright Year	2006
Description	Author affiliation: Dipt. di Informatica e Sistemistica, Universita di Pavia (Cantoni, V.; Lombardi, L.; Lombardi, P.)
Abstract	The way of collecting sensor data faces a revolution when the newly developing technology of distributed sensor networks becomes fully functional and widely available. Smart sensors acquire full interconnection capabilities with similar devices, so that run-time data aggregation, parallel computing, and distributed hypothesis formation become reality with off-the-shelf components and sensor boards. This revolution started around in 1996, and now hardware and network are converging on the first convincing solutions. Exploring and exploiting this paradigm are a renovated challenge for the pattern recognition and data mining community. This paper attempts a survey on state-of-the-art of wireless sensor technology, with an eye on data-related problems and technological limits. Although the possibilities seem promising, the limited computational resources of individual nodes hamper the elaboration of data with computationally-intensive algorithms. New software paradigms must be developed, both creating new techniques or adapting, for network computing old algorithms of earlier ages of computing
Sponsorship	IEEE CPS
Starting Page	1000
Ending Page	1007
File Size	6025887
Page Count	8
File Format	PDF
ISBN	0769525210
ISSN	10514651
DOI	10.1109/ICPR.2006.359
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2006-08-20
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Data mining Intelligent networks Wireless sensor networks Intelligent sensors Hardware Pattern recognition Computer networks Pervasive computing Sensor systems Bluetooth
Content Type	Text
Resource Type	Article
Subject	Computer Vision and Pattern Recognition

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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