Volume 9 | Issue 8 |

 Abstract

In this paper, a general mining approach based on decision trees for segmenting image data is proposed. Pixel-wise image features are extracted and transformed into a database-like table that allows existing data mining algorithms to dig out useful information. Each tuple in the table has a feature descriptor consisting of a set of feature values for a given pixel along with its label. With the feature label, we can employ the decision tree to (1) discover relationship between the attributes of pixels and their target labels, (2) build a model for image processing by using the training data set. Both experiments and theoretical analysis are performed in our research. The results show that the proposed model is very efficient and effective for image mining and image segmentation. It can also be used to develop new image processing algorithms, refine existing algorithms, or act as an effective filter. The MIST algorithm generates randomly different addition chains for performing a particular exponentiation. This means that power attacks which require averaging over a number of exponentiation power traces becomes impossible. Moreover, attacks which are based on recognizing repeated use of the same pre-computed multipliers during an individual exponentiation are also infeasible. The algorithm is particularly well suited to cryptographic functions which depend on exponentiation and which are implemented in embedded systems such as smart cards. It is more efficient than the normal square-and-multiply algorithm and uses less memory than 4-ary exponentiation.

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 Keywords

Keywords: Data mining, decision tree, association rule, Image Indexing, classification, clustering, image segmentation, pixel. MIST

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The purpose of this paper is to highlight the reason for Vegan food in this frenzy environment in India amid the masses. The new form of eating healthy, staying fit and most importantly empowering oneself to proceed towards organic farming has become the recent way of daily eating habits. Plant-based eating has directed many towards a beneficial drive for conscious eating practices even though the intake of meat not be retiring soon. Hence, with the decline in various theories of the embarkment of the current pandemic, many have overcome the fear of plant-based eating in India and why vegan food captures the true essence of Vegetarianism in India's society. The growth of Vegan comestibles has affected many to alter their food practices and this has had an effect on the already existing Vegans in India, which will be prospected over in this paper found using a web-based questionnaire. This paper will explore the reasons for transitioning to Vegan food in India in the latter times as the primary form of sustenance as faced by the community.

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 Keywords

Veganism, Vegetarian, Plant-based, Coronavirus, Immunity, Boosters, Health, Non-vegetarian, Products.

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 Abstract

Written in the beginning of article

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TALIBAN

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Starring Dev Anand and Waheeda Rehman, Vijay Anand’s Guide (1965) is such a movie that twisted the source material and yet remained one of the masterpieces of Indian Cinema. Guide is based on the famous novel The Guide by R.K.Narayan. Although the critics of the film disdain it for not being true to the novel, Vijay Anand deserves full credit for representing a great story in an intellectual and entertaining manner. The Guide makes a brave attempt to move out of the mundane formula ramp on the areas considered taboo for Indian society. However, Narayan was never happy at the manipulations made in the onscreen adaptation. There exist a number of significant modifications that the novel undergoes on its onscreen version.

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 Keywords

adaptation, masterpiece, novel, movie, modification

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Convolutional Neural Network, Deep Neural Network, Recurrent Neural Network, Restricted Boltzmann Machine.

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The purpose of the present study was to examine the relationship between career developmental constructs, to examine the gender difference and impact of study hours on career autonomy and career indecision of students. The sample (N=230) was selected randomly from different schools and colleges of Uttar Pradesh, India. The data was analyzed using SPSS version 20.0. The results of correlation yielded a significant negative relationship between career autonomy and career indecision. The t-test results obtained showed no gender differences among the variables under study and one-way ANOVA yielded significant effect of study hours on career indecision of students. It is conclude that more the students engage themselves in study, less indecisive they will become regarding career choice.

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Career Autonomy, Career Indecision, Adolescent Students, Gender, Study Hours

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This study has been undertaken to investigate the eccentric compressive behaviour of single and double loop CFS stub columns. Seven different cross sections are analyzed with ANSYS R 19.0 workbench. Material properties of the specimen were found out by tensile coupon test. A total of 14 non-linear analysis were performed with different stub columns. Primary objective of finite element modeling were to find out the ultimate load carrying capacity of each cross section under eccentric loading and to compare single and double loop cold-formed steel columns. Models were solved and total deformations, ultimate load carrying capacity, deformation at ultimate load were reported. Load-deformation curves were plotted for each model and results are tabulated. Strength index is calculated for each model and the values are compared with each other.

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Cold-formed steel (CFS), Single loop (SL), Double loop (DL), Strength index (S.I), Eccentric Load (EL)

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Metacognition is one of the recent concepts of Cognitive Psychology. The word metacognition refers self-knowledge about different cognitive capacities of a person. Such as knowledge of his/her memory, intelligence, habits etc. The aim of this study is to know the level of metacognition among male and female college students and to know the effect of level of class (Under Graduate and Post Graduate) and stream of education (Science and Social Science) on metacognition. 80 college students were selected by stratified random sampling method from Ranchi. Stratification was based on gender, level of class and stream of education. 10 students were selected for each sub-group. Samples were administered personal Data Questionnaire and Meta-Cognition Inventory. Then data was change into tables. After analysis of data it was found that female students have higher level of metacognition in comparison to male students. It was also found that Post Graduate students have higher level of metacognition than Under Graduate students. In this study it has been also found that stream of education do not affect the level of metacognition.

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Metacognition, College students

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The Present overview article advocate and speak new technique of impurity profiling in Antiviral Drugs the usage of different analytical technique. The Drug formulations contain active pharmaceutical ingredients (APIs) and excipients. APIs present withinside the formulations contain a few undesired impurities, which influences purity of the APIs. Therefore, with along % purity, impurity profiling is also had to be done of all of the APIs. Impurity profiling has become a critical segment of pharmaceutical studies wherein each spectroscopic and chromatographic strategies discover applications. Antiviral drugs are a therapeutic class of drugs which have garnered interest the various public across the globe. High prescription and intake rates, seasonal top emissions because of common outbreaks of influenza, and critical spatial distribution in regions wherein a massive a part of the populace suffers from HIV are reported. And in recent times maximum antiviral pills used to deal with covid 19. The present overview covers diverse components associated with the analytical technique improvement for impurity profiling of an active pharmaceuticals in Antiviral drugs. Impurity profiling encounters issues in bulk drugs because it assists in improving bulk drug quality ultimately benefiting patient.

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Impurity Profiling, Antiviral Drugs, Chromatographic Conditions, ICH Limits.

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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

Destiny, character, tragedy, tragic flaw Oedipus Rex, curse, misfortune, Laius, Jocasta, Macbeth, over ambition , Duncan, prophecy, three witches.

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