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Research.html
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<a href="/">Data Analytics Research Lab</a>
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<h2 class="u-align-center u-text u-text-1">Research</h2>
<p class="u-align-justify u-text u-text-2">Research in the Data Analytics Group is focused on the
discovery and application of new methodologies and technologies for analytics and big data. Please
visit the respective section to know more about the research area, publication section and projects
section for information regarding latest research papers and specific projects ongoing with
collaborations in this laboratory.</p>
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<h3 class="u-align-justify u-text u-text-1">Sensors and IoT Networks</h3>
<p class="u-align-justify u-text u-text-2">Mobile devices like smartphones, tablets, or smartwatches are
a gateway to the Internet of Things. They help us to seamlessly communicate with various other devices
and systems, such as home automation, entertainment systems, or car systems. The Data Analytics
Research Group has profound experience with measurement and analysis of sensor data like pressure,
temperature and humidity, acceleration and positioning, heart rate and heart rate variability. We have
extensively worked and published quality work addressing various problems such as, data gathering,
coverage, lifetime, load distribution, event detection, in-network inference, clustering, routing and
many more.</p>
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<h2 class="u-align-center u-text u-text-1">Artificial Intelligence and Machine Learning</h2>
<p class="u-align-justify u-text u-text-2">Machine learning (ML) and Artificial Intelligence (AI) may
arguably considered as the two of the most revolutionary technologies of this century. The application
of ML and AI has been significant in different research domains and in industrial applications as
well. The driving idea behind both the technologies being the idea of modelling intelligent behaviour
in machines. The applications of AI and ML, as such, have been revolutionary in the context of Data
analytics as well. The past decade has witnessed the problem of data changing from collecting data to
understanding it, making inferences and strategic decisions.</p>
</div>
</div>
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<h3 class="u-align-justify u-text u-text-1">Automation Systems</h3>
<p class="u-align-justify u-text u-text-2">An automation system eliminates the need for an operator by including feedback and sensory programs. The result is highly independent machine systems that can carry out a task from start to finish, without human assistance.Mechanization can be seen as the stepping stone between manual labor and automation; it eliminates the need for physical labor, but operators are still needed to oversee machine operations and provide maintenance and feedback.
These systems have played a vital role in conceptualising the ideas of smart city, smart homes, smart transport and many more. The ease of use and automated processes not only enhance the user experience but also are pivotal in streamlining the day to day working of the organizations
</p>
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