Volume 9 | Issue 7 |

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Power utilities in various countries, especially in developed countries, have little control over energy usage. This proposal suggests a prepaid energy metering system that allows users to monitor how much energy they have used. In this process, each consumer device has a smart energy meter installed, and the service provider maintains a server. The IOT module is installed on both the meter and the server, allowing bidirectional communication between the two ends through the IOT interface. By using their user ID, consumers can conveniently recharge their energy meter in the database. The service provider will have complete leverage over the customer side thanks to bidirectional IOT connectivity. Electricity theft can be significantly minimised by combining the new steps with the prepaid metering system.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Prepaid energy meter, Internet of things, Analog to digital converter.

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Creative Commons Attribution 4.0 and The Open Definition

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This review is on mucoadhesive polymers used in nasal dosage forms. Drug actions can be improved by developing new drug delivery systems; one such formulation being a mucoadhesive system. Last few decades, the application of mucoadhesive polymers in nasal drug delivery systems has gained interest among pharmaceutical scientists as a means of promoting dosage form residence time in the nasal cavity as well as for improving intimacy of contact with absorptive membranes of the biological system. The nasal mucosa provides a potentially good route for systemic drug delivery. One of the most important features of the nasal route is that it avoids first-pass hepatic metabolism thereby reducing metabolism. The application of mucoadhesive polymers in nasal drug delivery systems has gained to promote dosage form residence time in the nasal cavity as well as improving intimacy of contact with absorptive membranes of the biological system. The various new technology uses in development of nasal drug delivery dosage forms are discussed. The various dosage forms are vesicular carriers (liposome, noisome), nanostructured particles, prodrugs, in situ gelling system with special attention to in vivo studies.

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Creative Commons Attribution 4.0 and The Open Definition

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In vivo, mucoadhesive polymers, nasal drug delivery system.

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Creative Commons Attribution 4.0 and The Open Definition

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The purpose of the study is to investigate the Mental Health comparison between visually impaired and normal students of age 14 to 19 years old. Descriptive survey method is found suitable for the study. The sampling technique is purposive sampling technique and sample size of the study is 160 students of different special and normal schools of Lucknow. The finding of the study indicates the mental health of both Visually Impaired and Normal students showing no difference. The good mental health is necessary for social development.

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Creative Commons Attribution 4.0 and The Open Definition

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Visually Impaired, Mental Health, Humanistic approach.

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Creative Commons Attribution 4.0 and The Open Definition

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Sentiment analysis of social media data includes attitudes, evaluations, and emotions, which can be thought of as a way of thinking. It is extremely tough to comprehend and classify the enormous collection of papers into good and bad elements. Twitter, Facebook, and Instagram, for example, give a forum for gathering information on people's feelings and opinions. Social media platforms are increasingly being used by businesses to provide various services and communicate with customers. Attitude Analysis (SA) divides the polarity of a set of tweets into positive and negative categories in order to better understand public sentiment. The goal of this work is to do sentiment analysis on real-time 2019 election twitter data using the feature selection model word2vec and the sentiment classification technique random forest. When compared to traditional methods like BOW and TF-IDF, Word2vec plus Random Forest enhances sentiment analysis accuracy dramatically.

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Creative Commons Attribution 4.0 and The Open Definition

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Sentiment Analysis; Word2Vec; Random Forest; Twitter data analysis; TF-IDF; BOW;

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

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Stress Management, Problems,Coping strategies, Percentage and Correlation, Performance and Development.

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Creative Commons Attribution 4.0 and The Open Definition

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Cluster analysis separates information into important, useful groups (cluster). Clustering algorithms measure similarity or dissimilarity between data objects. Clustering is used to find meaningful information/patterns from a data set. Cluster analysis is an unsupervised learning algorithm. Unsupervised learning models the structure or dispersion within the information to memorize more almost the information. There are different types of clustering viz. Hierarchical, Partition, Exclusive, Overlapping, Fuzzy, Complete, Partial, Well-separated, Prototype-based, Graph-based, Contiguity-based, and Density-based Clustering. This paper compares with k-Means Clustering and Hierarchical Clustering Techniques. Clustering method and their technique and process.

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Creative Commons Attribution 4.0 and The Open Definition

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Keywords: k-means, Hierarchical, unsupervised learning, Clustering algorithm

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

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Smart glove, sign language, machine learning

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Creative Commons Attribution 4.0 and The Open Definition

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Transdermal drug delivery (TDD) could be a non-invasive route of drug administration, however its application is restricted by the low porosity of the skin. It's a gorgeous different technique to the traditional techniques for the administration of general approaches. The major site of application is skin for each native and general effects. The main barrier is that the stratum corneum to penetrate the drug through the skin membrane. As a result, fully different approaches to penetration improvement are wont to avoid stratum corneum and to expand the flow through the skin membrane. the new active rates of controlled transdermic drug delivery system (TDDS) technology are known, developed, and marketed for the TDD. This review presents, the structure of the skin, the pathways of penetration through the skin, fully different approaches to boost penetration, transdermic patches to optimize the transdermic delivery system into a decent drug delivery system.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Transdermal patches, Penetration enhancers, Transdermal Drug Delivery System (TDDS).

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Diabetes, Machine Learning, systematic approach, Image processing

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Creative Commons Attribution 4.0 and The Open Definition