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README.yml
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README.yml
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---
owner:
hid: 333
name: Anil Ravi
url: https://github.com/bigdata-i523/hid333
paper1:
duplicate: True
author:
- Ashok Reddy Singam
- Anil Ravi
hid:
- 337
- 333
title: >
Big Data and Artificial Intelligence solutions for In Home, Community
and Territory Security
abstract: >
Smart Security systems equipped with Video and Audio sensors produce
huge amounts of unstructured data continuously. This paper talks
about highlevel architecture of an intelligent security system with
video surveillance, audio monitoring/recording, video and
Audio analytics, alerting homeowners/authorities/agencies as needed.
url: https://github.com/bigdata-i523/hid337/paper1/report.pdf
status: Nov 01 17 100%
chapter: Security
paper2:
duplicate: True
review: Nov 6 2017
abstract: >
Automatic speech recognition (ASR) and natural language processing
(NLP) based intelligent system can be used in several human machine
interface applications both in consumer and industrial sector.
This paper describes the architecture, building blocks, performance
and applications for such system that would use pre-developed ASR
and NLP APIs.
chapter: Technology
author:
- Ashok Reddy Singam
- Anil Ravi
hid:
- 337
- 333
status: Nov 06 17 100%
title: >
Natural Language Processing (NLP) to Analyze Human Speech Data
url: https://github.com/bigdata-i523/hid337/paper2/report.pdf
project:
duplicate: True
abstract: >
Not monitoring and gaining insight in to the industrial equipment
in-service operational behavior has been the biggest bottleneck
so far, which can be mitigated by using the latest IoT
technologies. The idea is to collect the critical operational
parameter data such as vibration, temperature, and load current
from industrial equipment (compressors, vacuum generators,
pumps, valves and any other rotating equipment applications etc)
and perform failure prediction analysis using machine learning
classification algorithms.
chapter: Health
author:
- Ashok Reddy Singam
- Anil Ravi
hid:
- 337
- 333
status: Dec 04 17 100%
title: >
IoT and Big Data Analytics for Equipment Predictive Health
Management (PHM)
type: project
url: https://github.com/bigdata-i523/hid337/project/report.pdf