Clustered Comparative Analysis of Security Sensor Discrimination Data
Journal Title: Annals of Computer Science and Information Systems - Year 2018, Vol 14, Issue
Abstract
Security alarm is used to protect from burglary (theft), property damage and from intruders. These security alarms consists sensors and alerting device to indicate the intrusion. Clustering is data mining technique which is used to analyzing the data. In this paper we discus about different clustering algorithm like DBSCAN, Farthest first. These algorithms are used to evaluate the different number of clusters with the sensor discrimination data base. In any organization Sensor security has many types of security alarm. It may be glass breaking alarm, smoke heat and carbon monoxide alarm, and it may be false alarm. Our aim is to compare the different algorithms with the sensors data to find density clusters i.e. which type of data will provide dense cluster of useful alarm condition. This evaluation will also detect the outliers within data such as empty alarms.
Authors and Affiliations
Neeraj Bhargava, Aakanksha Jain, Abhishek Kumar, Pramod Singh Rathore, Anuja Bansal
Keywords
Related Articles
- EP ID EP568999
- DOI 10.15439/2017KM21
- Views 35
- Downloads 0
Assistive Smart, Structured 3D Environmental Information for the Visually Impaired and Blind: Leveraging the INSPEX Concept
Inspired by the abilities of contemporary autonomous vehicles to navigate with a high degree of effectiveness, the INSPEX Project 1 seeks to minaturise the sensing and processing technology involved, to produce devices w...
Benchmarking overlapping communication and computations with multiple streams for modern GPUs
The paper presents benchmarking a multi-stream application processing a set of input data arrays. Tests have been performed and execution times measured for various numbers of streams and various compute intensities meas...
From Building Corpora for Recognizing Faceted Entailment to Recognizing Relational Entailment
Recognizing textual entailment (RTE) became a well established and widely studied task. Partial textual entailment -- and faceted textual entailment in particular -- belong to tasks that are derived from RTE. Although th...
"Passeport Vacances": an assignment problem with cost balancing
asseport Vacances is an offer for school-aged children to discover a set of activities during holidays. For more than 30 years, it has been an established social function in several countries, including Germany and Switz...
News articles similarity for automatic media bias detection in Polish news portals
Digital media have enormous impact on the public opinion. In the ideal world the news in public media should be presented in a fair and impartial way. In practice the information presented in digital media is often biase...