Volume 8 | Issue 7 |

 Abstract

Text Summarization as a phenomenon has always been present and rather an evolving one with the advent of new technologies both in terms of data collection as well for the processing of this data. One reason of using text summarization is the huge amount of data floating over the internet in the form of text files, comments which is though potent enough to be used to extract useful information. but since the amount of text present in these sources is too huge, so the need of text summarization becomes justified by every argument. Some of the areas where text summarization is vastly used is applications involved in providing capsule information such as compact news applications, or websites providing academic notes for various examinations This paper presents an auto text summarizer application which takes the URL of a web page as input, performs summarization on the selected elements and then presents this summarized text content on the front end of a web application. At the backend, the process of scraping of web page content (if an http URL is provided as input) using beautiful soup library or reading of text provided takes place. news in short forms, or micro blogging websites. The scraped content after being preprocessed properly is summarized using a suitable library which in our case is one among NLTK, Spacy, Gensim and Sumy. The summarized content is presented at the front end using flask framework of Python. The results produced using different libraries are compared in the end in terms of reading time of the summarized content. The application uses extractive text summarization technique in order to achieve its result which is a compact summary of the textual data prepared

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Auto Text Summarizer,URL,Flask,Web Scraping, Nltk, Spacy, Sumy, Gensim, Extractive Text Summarization

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Tannin acyl hydrolase is commonly referred as Tannase, hydrolyses ester and depside of hydrolysable tannins to produce Gallic acid , glucose and galloyl ester. Tannase plays a central role in bioconversion of hydrolysable tannins, a well known precursor for manufacturing of broad spectrum antibiotics, trimethoprim. Another important application of Tannase is the removal of haze formation and wine. Apart from that, they are extensively used in the food industry, especially in instant tea production where it enhances the extractability and cold water solubility of key compounds. As a potential drug and recent application in agriculture for crop protection make Gallic acid a molecule of huge market potential. In view of growing demand, it is important to isolate high productive strain an develop. The study reviews on bacterial source and Industrial application.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Gallic acid, food industry, antibiotics, Tannase, industrial applications, tea production

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In today�s world it is difficult to configure each mobile device with configuration settings manually. Device provisioning aims at managing brands for the devices and also manages primitive implementation for all the configuration settings to the newly added devices. The main aim of the project is to design a system so that a single instance of the system can control multiple customers, each with different network configurations, access control, policies, device types and external interfaces. To properly enable mobile broadband, SADM (Server Device Manager) facilitates remote management of settings, applications, user data content, security and updating a firmware in mobile devices connected to the wireless mobile network

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

OMACP, OMADM, Device Provisioning

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Vehicle number plate recognition is that the foremost exhilarating and challenging research topic from past few years. Number plates are of various shapes, size and even have different color in different countries. In India the foremost common vehicle number plates used have yellow or white as background and black as foreground color. General problems faced by the captured image while moving is quite missing all its originality due to the addition of noises and due to the environmental situations. The captured image which is analyzed by our eyes can only see a few lines of the image obtained. So we are in need of the better algorithms for processing. In this paper we proposed a system for localization of number plate for vehicles and segmented the numbers as to identify each number separately. We generally focus on two steps: one is to locate the number plate and second is to segment all the numbers and letters to identify each number separately. Modified Edge detection is an important task for the resulting clear cut image output and it is the midpoint between the image and its background. The developed system first detects the vehicle then captures the vehicle image. Vehicle number plate region is extracted using the image segmentation in a picture. The data which came is used for comparing with some records on database and getting the precise information like vehicle owner details, registration place, address, etc. This whole process is done by using MATLAB, which is used for testing on real image.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Kirsch Kernel Edge detection, Gaussian filter, Morphological image processing, Bounding Box technique, Character Segmentation

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Medical science has incredibly succeeded and grew to become excellent in modern years. Technology is altering the world of medicine. Numerous upgrades and new preferences are already in the market and they all elevated fitness care drastically. But human beings, flip out to be scared when they hear cancer. The main objective of our project is to detect the brain cancer by using Convolutional Neural Network(CNN) and VGG16. A Convolutional Neural Network is a classification of deep neural networks, most often utilized to analyse visual imagery. CNN is now the go-to model on every image associated problem. The principal gain of CNN model is it mechanically sense the essential feature barring human supervision. There are many CNN models are there like VGG-16,ResNet model. Amongst the nice performing CNN models, VGG is terrific for its simplicity. VGG-16 incorporates sixteen layers, a crucial CNN model comes to the notion if one wishes to use an off-the-shelf model for a task. Our paper intends to locate out the brain tumour with the utilization of VGG-16, Convolutional Neural Network model architecture and weights train the model for this problem. The performance will be evaluated on accuracy. The information set we desire to use in our work is Brain MRI images for Brain Tumour Detection.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Medical science has incredibly succeeded and grew to become excellent in modern years. Technology is altering the world of medicine. Numerous upgrades and new preferences are already in the market and they all elevated fitness care drastically. But human beings, flip out to be scared when they hear cancer. The main objective of our project is to detect the brain cancer by using Convolutional Neural Network(CNN) and VGG16. A Convolutional Neural Network is a classification of deep neural networks

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

With the growth in internet it is easy to transfer data faster and accurately to the destination. There are high possibility that data we are transferring is not secure, this can be misused or modified. To overcome this various steganography techniques are used. For transmission of multimedia files there are already lot of security tools, but less efforts are made to secure text message. The purpose of this paper is to propose a new steganography technic to hide text message in a video file based on small pixel value difference (SPVD). This paper focuses on analyzing the various video steganography techniques which were proposed for securing text message. In this paper small pixel value difference of characters are used to embed data into the video file. On experiment this proposed method shows appreciable results and visual quality of stegno-video is better compare to other techniques used previously

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Video Steganography, image Processing, video frame, ASCII Value, SPVD, Information Hiding.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

ABSTRACT: Dalit literature is a literature of protest, pain and agony. Its beginnings can be traced to the undocumented oral folklore and tales of the past decades. Dalit literature as a genre was established in the 1960's and 1970's when a spurt of Dalit writing was published in Marathi and Gujarati. Nearly two decades later, Tamil Dalit writing marked its identity in the literary map of Tamilnadu. A Dalit woman is a Dalit amongst Dalits. Doubly oppressed by a patriarchal and caste tyrannical society, a Dalit woman nonetheless has exemplary endurance and the indomitable spirit to bounce back against all odds. The time has come for Dalit writers to not only lament their subjugation but also to simultaneously celebrate with pride the dauntless spirit of the Dalit women. This paper seeks to explore how Bama's Karukku and Sangati are testimonies to this significant changing trend in Dalit literature.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Keywords: Dignity, Equality, Exploitation, Socio-political commitment, Untouchable

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

There are two approaches to modeling reneging in queuing literature viz deterministic and random. In case the patience time of customer is assumed to be random, it is the practice to further assume that customers are unaware of their state in the system so that the reneging distribution is state invariant. However, customers are often aware of their state so that it is natural to observe customers placed at a distance from the service facility to have reneging rates higher than those near the service facility. In this paper, we model such a reneging phenomenon. In addition, customers are also assumed to be of balking type with balking probabilities being a function of system state. Explicit closed form expressions of various performance measures are presented. A numerical example with design aspects has also been presented to demonstrate the results derived.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Balking, Impatience, Queuing, Reneging, Performance measure

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Retrofitting is modifying existing equipment's or structure with additional or new components or members. Which actually make the old structures more resistant to seismic activity. Retrofitting reduces the vulnerability of damage of an existing structures. Now days the use of retrofitting is expanding like a wildfire. Retrofitting helps to increase the strength, resistivity and overall life span of the structures. Its only aim to strengthen a structures again. As structures lose their strength with the period of time. Retrofitting is processes of adding new features to older buildings and weaker buildings. Retrofitting is best and economic option to make existing inadequate building safe against future hazards like-earthquake. It was also observed that retrofitting also helps in regaining the strength of the structure which lost its strength in fire. The normal concrete structure easily gained strength by wrapping FRP sheets in 2 or more layers. The strength can be further increased by increasing number of wrappings.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Retrofitting , FRP Laminate , slump test, Compressive strength,

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

ABSTRACT: Emotional learning begins at a very young age, as children discover a wide range of emotions and evolves as they grow. Emotions aims to provide a better understanding of the key stages of emotional development, its impact, interrelated skills and the factors that influence emotional competence. (Corolyn, 2011)1. OBJECTIVES : To find and compare awareness to express emotional growth among adolescent girls and boys and also to find association with selected demographic variables. Methods: A comparative study including population of 1000 adolescents girls and boys from 11th standard from selected colleges. Probability simple random sampling technique was used. Data was collected in 2019 using self-administered five point rating scales on awareness to express emotional growth. Test and re-test reliability method was done and r=0.83 . Results: The study shows average awareness score among boys was 86.6 with SD 2.5 whereas average awareness score among girls was 86.5 with SD 2.5. Z-value for this comparison was 1 with 998 degrees of freedom. Corresponding p-value was 0.147, which is large (greater than 0.05), there is no evidence against null hypothesis. The awareness to express emotional growth among boys and girls is same. Conclusion: The awareness to express emotional growth among boys and girls was found same can be due to setting of the study was urban were parents were graduate and post graduate and could give adequate teaching on emotional awareness to their child.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Awareness, Emotional growth, Adolescents.

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Creative Commons Attribution 4.0 and The Open Definition