Journal of Advancements in Robotics
Volume 8, Issue 2 (2021)
Published
Table of contents
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Machine Learning and Its Dominant Paradigms
Abstract: Much of the human behavior depends on learning. This learning begins at a very small age in humans when a newborn starts understanding what is happening around. They get to describe what is happening which results into descriptive learning. When they analyze the cause or nature of a condition, it is called diagnostic learning. When they validate the foreseen probability of things, that is predictive learning. They tend to create …
Published in Journal of Advancements in Robotics · Vol. 8, Issue 2, 2021 · pp. 1–10 Read article
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COVID-19 Detection through Deep Learning Models using Chest X-ray
Abstract: Detection of COVID-19 in a minimum amount of time is one of the biggest challenges in front of us because COVID-19 is a rapidly spreading disease. Patients are increasing in a rapid amount of time. Hence, we proposed an AI-technique based deep-convolutional neural network to detect COVID-19 patients using real-world data. In our proposed system, chest X-ray images are used to find out COVID- 19 patients. X-rays are available very …
Published in Journal of Advancements in Robotics · Vol. 8, Issue 2, 2021 · pp. 11–16 Read article
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Prediction of Crops Driven by Machine Learning
Abstract: Agriculture has made its own way to make every living being healthy, survive in this universe. In India, we all realize that agriculture is the foundation of the country. Smart things (IoT) have brought modification in each and every area/field of common man’s life by making everything intelligent and smart. The factors that have impacted the crop significantly yield water, UV, pesticides. This paper is for or shows that a …
Published in Journal of Advancements in Robotics · Vol. 8, Issue 2, 2021 · pp. 17–21 Read article
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Developing a Statbot for Predictive Analytics
Abstract: Automatic Statbot for predictive analytics is the future of the data analytics world where we would have trillions of unprocessed data which needs to be structured, preprocessed, and to be converted into a form which could be used up by the sophisticated users like data scientists, data analysts, business analysts, etc. The Statbot interacts with its user/client in a friendly manner and asks for the dataset to be used for …
Published in Journal of Advancements in Robotics · Vol. 8, Issue 2, 2021 · pp. 22–33 Read article
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Live Integrated Facial Observation (L.I.F.O.)
Abstract: A human face is the most influential part of humans that can uniquely identify a person. Using all the facial characteristics as biometric, the LIFO system can be applicable in many different ways. Like in everyday life, the most mandatory task in any organization is attendance marking. Earlier, people used to mark their presence using paperwork but now along with the advancement of technology, this system has also changed and …
Published in Journal of Advancements in Robotics · Vol. 8, Issue 2, 2021 · pp. 34–43 Read article