Volume 8 | Issue 8 |

 Abstract

Abstract- Analysis of cluster is a descriptive assignment that perceive homogenous group of objects and it is also one of the fundamental analytical method in facts mining. The main idea of this is to present an overview about brain tumour detection system and various data mining methods used in this system. This is review and focuses on scalable big-data systems, which include a set of tools and mechanisms to load, extract, and improve disparate data while leveraging the massively parallel processing power to perform complex transformations and analysis will be measured between gadgets by way of measuring the Euclidean distance among every pair of items.

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 Keywords

Keywords: - Big Data, phrases: Clustering, okay-manner, Euclidean distance, imply

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Creative Commons Attribution 4.0 and The Open Definition

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The progress of technology and the dynamism of the legal universe in this latest age provide a perspective on privacy and data protection problems. Privacy is something that does not interfere with other people's interests. Due to technological development, privacy has become a priority of every person and it also places a narrow emphasis on information security. Data protection emphasizes the freedom of people and the freedom of these people is threatened by the stranger's interference. It is necessary to stop the interaction of the stranger to the operation of the individual by any means. Any fresh phenomenon can be validated through the constitution as a fundamental legal necessity.The purpose of this article is to start a severe discussion in the Indian view on the right to privacy and data security. Although privacy is not expressly given in accordance with the Constitution, it implies the right to privacy as guaranteed personal freedom under Article 21. There is an intrinsic dispute between data protection and the right to privacy. Data protection may include economic details, information on health, company suggestions, intellectual property, and delicate information. Data protection and privacy were dealt with in an exhaustive way but not in the Information Technology (Amendment) Act, 2008.In data protection, the IT Act is not adequate and a distinct legislation is therefore needed in this respect.

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RIGHT TO PRIVACY AND DATA PROTECTION ISSUES IN INDIA

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Creative Commons Attribution 4.0 and The Open Definition

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Solid crystalline materials having more than two ionic or molecular compounds preferably in a stoichiometric ratio that are in single phase and not either simple salts or solvates are called as cocrystals. Cocrystalization is useful method as it can improve bioavailability of drug also improve physicochemical properties without affecting pharmacological activity of the drug. Formation of cocrystal was found to be pH dependent and coformer selection is one of very important aspect to be considered while forming Cocrystals of API. In the present Review properties of API that are modified by cocrystals has been discussed. Thereafter Coformer selection and methods used for preparation of cocrystas are described. The formation of cocrystals has been confirmed by various screening methods such as virtual cocrystal screening, thermal methods (DSC, TGA), Saturation stability testing etc. Cocrystls are evaluated for the stability, dissolution etc. by different methods. Cocrystal formation is an alternative approach in the betterment of bioavailability and solubility of poorly soluble API when it is neutral or weakly ionized. This approach offers improved melting point, tabletablity, solubility, stability, permeability and hence bioavailability and all Therese aspects are described in the present review. The Cocrystal approach is still not widely explored but in future it is expected to increase the industrial interest in pharmaceutical cocrystals Though there is inadequacy in marketed products and issues about safety and toxicity of coformers, we found heightened interest and activity in this specific area aiming for better understanding of cocrystal formation and methods of preparation.

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 Keywords

Cocrystals, API, Coformer, Screening, DSC, Stability

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Creative Commons Attribution 4.0 and The Open Definition

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ABSTRACT Conspicuous consumption is the spending of money on acquiring luxury goods and services to publicly display economic power (income) or of the accumulated wealth of the buyer. Conspicuous goods are the public display of wealth to impress others. The main objective of the study is to analyze the factors influencing buying intentions of consumers towards luxury fashion products (mobile, watches, cloths, cosmetics, perfumes, bags, automobiles) and to measure consumer�s rational and emotional buying behavior regarding luxury fashion products. Primary data collected through questionnaires are analyzed by using simple percentage, weighted average, bar diagrams and tested using one sample t test to understand the buying behavior of respondents towards conspicuous goods

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Keywords: conspicuous, buying behavior, celebrity endorsement

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Creative Commons Attribution 4.0 and The Open Definition

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Among the different types of skin cancer, melanoma is considered to be the deadliest and is difficult to treat at advanced stages. Detection of melanoma at earlier stages can lead to reduced mortality rates. Desktop-based computer-aided systems have been developed to assist dermatologists with early diagnosis. However, there is significant interest in developing portable, at-home melanoma diagnostic systems which can assess the risk of cancerous skin lesions. Here, we present a smartphone application that combines image capture capabilities with preprocessing and segmentation to extract the Asymmetry, Border irregularity, Color variegation, and Diameter (ABCD) features of a skin lesion. Using the feature sets, classification of malignancy is achieved through support vector machine classifiers. By using adaptive algorithms in the individual dataprocessing stages, our approach is made computationally light, user friendly, and reliable in discriminating melanoma cases from benign ones. Images of skin lesions are either captured with the smartphone camera or imported from public datasets. The entire process from image capture to classification runs on an Android smartphone equipped with a detachable 10x lens, and processes an image in less than a second. The overall performance metrics are evaluated on a public database of 200 images with Synthetic Minority Over-sampling Technique (SMOTE) (80% sensitivity, 90% specificity, 88% accuracy, and 0.85 area under curve (AUC)) and without SMOTE (55% sensitivity, 95% specificity, 90% accuracy, and 0.75 AUC). The evaluated performance metrics and computation times are comparable or better than previous methods. This all-inclusive smartphone application is designed to be easy-to-download and easy-to-navigate for the end user, which is imperative for the eventual democratization of such medical diagnostic system.

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Image Preprocessing, K-means Clustering Algorithm

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Creative Commons Attribution 4.0 and The Open Definition

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Abstract:- This is focuses on scalable big-data systems, which include a set of tools and mechanisms to load, extract, and improve disparate data while leveraging the massively parallel processing power to perform complex transformations and analysis. In the near future, however, big data access at high transmission rates will be. This is a review based on COVID 19 patients data on accessible big-data systems that include a set of tools and technique to load, extract, and improve dissimilar data while leveraging the immensely parallel processing power to perform complex transformations and analysis. �Big-Data� system faces a series of technical challenges.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Big data

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Indian farming has done fetching well during the current period. The yearly growth has been 3.5 to 5 % during the previous five years and the growth broad-based both in terms of the production and regions. The superior estimates of farming invention for 2019-20 are confident and the development is probable to be more than 3.5 %. Food grain production is like to be 292 million tonnes (2.4 % higher than 2018-19), as per the second prior estimates. Moreover, then horticulture production in 2019-20 is predictable to be 0.84% higher than 2018-19. However it is to be noted that any difference in usual procedure may give some set-back to these assessment, predominantly the impact of late rainfall and hailstorm on rabi crops. Advance, as per the FCI as in March 2020, the stocks of rice and wheat in the central pool stand at 58.49 million tonnes, which is more than binary the prepared buffer-cum-strategic stock of 21.04 million tonnes. All these mark to more than sufficiency of the food furnish in the country. The lockdown in the come around of COVID-19 has disrupted financially viable actions and the furnish chains appreciably. The millions of public are contaminated with COVID-19 worldwide and the casualty toll is increasing fast. It is estimated the lockdown shall flat the infectivity curve soon and important economic activities and work shall be in place. In India, the speed of infection, unfortunately, is not that rapid due to timely interventions by the government, but the influence of COVID-19 coincides with the financial slowdown. It is predictable that the lockdown shall advance decrease the financial growth about 10 % or more. This is probable to have an influence on require for farming products, displacement of labour force and distraction of furnish chains. This advancement shall have implications for the social safety net schedule of the government. This scripture discusses some of the influence of lockdown within farming. The influence of financial slowdown on farming are also discussed.

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INDIAN AGRICULTURE, COVID-19, LOCKDOWN, INFLUENCE FINANCIAL

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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

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Probiotics, carcinogen, Meta statis , invasion, colorectal cancer (CRC), prebiotics, synbiotics , prevention, Colon Cancer

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Creative Commons Attribution 4.0 and The Open Definition

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The research aims to explore the 1980s phase of the Burmese Civil War written from the perspective of the Burmese exilic writer, Tin Moe. His poetry specifically focuses on the human rights violations perpetrated by the Burmese government and the majoritarian state�s persecution of minorities. In order to explore this, the research has interpolated exilic methodology and historiographic accounts that have represented the dominant perspective. The research also aims to analyze the exilic position of the writer that enabled him to provide alternate accounts of history to question and challenge the hegemony of official narratives.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Civil War, Burma, Exilic identity, exilic perspective, 1980s phase

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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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Project Palash, Rural Entrepreneurship, Sabar Tribe, Entrepreneurial Behavior

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Creative Commons Attribution 4.0 and The Open Definition