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వాల్యూమ్ 11, సమస్య 7 (2022)

కేసు సిరీస్

Students Monitoring System Using Machine Learning

Ashok S. Kumar, R. N. Ragul, Gokula D. Krishnan* and Praveen S. Kumar

The period behavioural engagement is commonly used to describe the scholar's willingness to participate within the getting to know the system. Emotional engagement describes a scholar's emotional attitude toward learning. Cognitive engagement is a chief part of overall learning engagement. From the facial expressions the involvement of the students in the magnificence can be decided. Commonly in a lecture room it's far difficult to recognize whether the students can understand the lecture or no longer. So that you can know that the comments form will be collected manually from the students. However the feedback given by the students will now not be correct. Hence they will no longer get proper comments. This hassle can be solved through the use of facial expression detection. From the facial expression the emotion of the students may be analyzed. Quantitative observations are achieved in the lecture room wherein the emotion of students might be recorded and statistically analyzed. With the aid of the use of facial expression we will directly get correct information approximately college students understand potential, and determining if the lecture becomes exciting, boring, or mild for the students. And the apprehend capability of the scholar is recognized by the facial emotions.

మినీ సమీక్ష

Robotic Approach in Liver Surgery

Abu Hilal

In parallel with the authentic advancement of negligibly obtrusive medical procedure, the laparoscopic and automated approaches are currently every now and again used to carry out significant stomach surgeries. By the by, the job of the mechanical methodology in liver medical procedure is as yet dubious, and a normalized, safe strategy has not been characterized at this point. This survey plans to sum up the as of now accessible proof and prospects of automated liver medical procedure. Negligibly obtrusive liver medical procedure has been widely connected with benefits, concerning less blood misfortune, and lower confusion rates, including liver-explicit intricacies, for example, clinically applicable bile spillage and post hepatectomy liver disappointment, when contrasted with open liver medical procedure.

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