Volume 9 | Issue 5 |

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Unsw, protocol, selection, node

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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

Performance appraisal, Performance of employees, Factors affecting performance appraisal.

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Creative Commons Attribution 4.0 and The Open Definition

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With the advent of cloud computing, data owners are motivated to outsource their complex data management systems from local sites to the commercial public cloud for great flexibility and economic savings. But for protecting data privacy, sensitive data have to be encrypted before outsourcing, which obsoletes traditional data utilization based on plaintext keyword search. Thus, enabling an encrypted cloud data search service is of paramount importance. Considering a large number of data users and documents in the cloud, it is necessary to allow multiple keywords in the search request and return documents in the order of their relevance to these keywords. Related works on searchable encryption focus on single keyword search or Boolean keyword search, and rarely sort the search results. In this paper, for the first time, we define and solve the challenging problem of privacy-preserving Chinese Reminder Theorem Keyword Encryption in cloud computing (CRSE).

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Chinese Reminder Theorem Keyword, key word mapping, Ranked search

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Creative Commons Attribution 4.0 and The Open Definition

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: A common practice to gain invariant features in object recognition models is to aggregate multiple low-level features over a small neighborhood. However, the differences between those models make a comparison of the properties of different aggregation functions hard. Our aim is to predict the Handwritten Digit by training MNIST handwritten digit dataset by Convolutional Neural Network and Comparing the Accuracy, Loss, Validation Accuracy, Validation Loss, Time is taken, Test data Accuracy with Confusion Matrix of MaxPooling2D, GlobalAveragePooling2D, AveragePooling2D layers in our CNN model. Empirical results show that a maximum pooling operation significantly outperforms subsampling operations. We achieve 0.5-0.7% error in the maximum pooling layer and 1-0.7 % error in the Average Pooling layer while 8-9% error in Global Average Pooling Layer. While entire models have been extensively compared, there has been no research evaluating the choice of the aggregation function so far. The aim of our work is therefore to empirically determine which of the established aggregation functions is more suitable for vision tasks. Additionally, we investigate if ideas from signal processing, such as overlapping receptive fields and window functions can improve recognition performance.

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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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In this article, we have reported fabrication of various morphological of cobalt oxalate. Cobalt oxalate crystals were grown by agar-agar gel through the single diffusion technique. The tendency of cobalt oxalate crystals to spherulites growth was demonstrated. Also Liesegang ring are observed. The cobalt oxalate preparation method was played crucial role on the crystal structure and its morphology. The optimum growth conditions cobalt oxalate was achieved by controlling the parameters like, concentration of gel, concentration of reactants, aging period and reversing of reactants. The crystal structure of grown material was determined by TGA, DTA and EDAX.

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Creative Commons Attribution 4.0 and The Open Definition

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Keywords: Crystal growth, cobalt oxalate, TGA, DTA and EDAX.

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Creative Commons Attribution 4.0 and The Open Definition

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In this paper made by the system is addresses that how the correspondence and visual precision of one explicit digit is shown using the significant neural association. In present world that is less difficult to set up the Deep neural association because of the part of data and various types of the algorithmic improvements happening in our regular day to day existence. Actually the proportion of computational power expected to set up a neural association has been raised up due to the openness of Graphics Processing Units (GPU) and other cloud based organizations like Google Cloud stage and (AWS) which offer resources for set up a Neural association on the cloud. This endeavor has been arranged with a figure division based Handwritten digit affirmation structure. In this assignment the structure have used Open Source Computer Vision Library which serves to gaining the figure and have used TensorFlow the limit library for setting up the neural Network in the python. The entire endeavor made in this system using python programming language. Finally after this endeavor the structure results with most vital precision of deciphered digit is been taken care of transcribed digit is been handled.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

MNIST Dataset, image pre-processing, segmentation, feature extraction, digit Recognizing.

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Creative Commons Attribution 4.0 and The Open Definition

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: Disinvestment is the one of the source for the government to raise funds. To uproot the deficiencies in the economy, government uses disinvestment as a tool. Union budget every year discloses the information about the expenditures to be incurred in various sectors in the country. This year union minister Mrs. Nirmala Sitaraman disclosed the union budget 2021 on February 1st in which she targeted an amount of 2.10 crores to rise from disinvestment. The public sector units selected for disinvestments are based on the criteria of NITI Aayog says the MoS for Finance Mr.Anurag Singh Thakur. This paper is descriptive and analytical in nature. It focuses on the concept of disinvestment, the ways to disinvest the enterprise in India, the criteria of NITI aayog to disinvest and an analysis of disinvested amount from the year 2015 to 2020.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Buyback, Disinvestment, ETF, Offer for Sale, Public Offer, Strategic disinvestment

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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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Key Words: Hidden Intersections, Rising Statistics, India, Human Trafficking.

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Creative Commons Attribution 4.0 and The Open Definition

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Amitav Ghosh in his novel The Calcutta Chromosome (TCC) written in 1996, makes a unique experiment combining various themes and techniques. He amalgamates here literature, science, philosophy, history, psychology and sociology. The result is a complex, fascinating and highly imaginative story of quest and discovery that weaves past, present and future into an intricate texture. Although, it reads like a science-fiction with multiple characters and swift turns in the plot, in order to render an entertaining tale into a serious one, Ghosh brings in arguments and ideas which are forever knocking and undermining the rational view of science and the universe. At the same time, there are Postmodernist elements that provide a fresh dimension to the plot. Hence, the present paper attempts to make a critical analysis of the novel through the prism of Postmodernism.

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Creative Commons Attribution 4.0 and The Open Definition

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Amitav Ghosh, Postmodernism, science-fiction, Rational, The Calcutta Chromosome.

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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

Investment, Risk, Return, Recession etc.

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Creative Commons Attribution 4.0 and The Open Definition