Volume 9 | Issue 5 |

 Abstract

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FIR, Police, Blockchain, Security, Cryptography, Security Attack.

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Creative Commons Attribution 4.0 and The Open Definition

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Decision Tree classification is one of the most widely used machine learning algorithm in dozens of sectors due to its classification effectiveness and model interpretability. However, the voluminous training data and the inherent problem complexity are the two major factors that strongly influence the time and computational efficiencies of the decision tree classification models. As the complexity of the problem increases, the number of computations required to learn every significant pattern will also increase. These enormous computations upsurge the training time and necessitate extensive computing resources especially when the training dataset is huge. To analyze such voluminous and complex datasets at a rapid speed, the need to shift to parallel processing approaches is essential for lowering overall computational costs. In this scenario, this paper provides a comparative analysis of various parallel implementations of decision tree classification models in Apache Spark on three UCI big datasets namely SUSY, PokerHand, and RLCP. The performance exhibited by various parallel implementations is compared in terms of scalability, time complexity and classification performances.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Decision Tree classification, Machine Learning, Parallel implementation, Big datasets, Apache Spark.

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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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Key words: threatened, locally rare, angiosperms, Sebhargog, Vadgam, Banaskantha

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Creative Commons Attribution 4.0 and The Open Definition

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Mung bean is a low input, short duration and high value cash crop. Therefore, that fits very well in the rice-wheat cropping system of the Punjab and other states. There is a gap of 65 to 70 days for growing a crop after wheat and before the main rice crop plantation. . Less amount of fertilizer use in commonly on oil seed and pulses that have a higher sulphur demand per unit of pulses production than cereals. Generally, farmer using sulphur free fertilizer like DAP, Urea, MOP therefore sulphur deficient in soil. The correction of sulphur deficeinces, application of sulphur fertilizer 40 kg/ha increase height and branches per plant of green gram significantly and also application of sulphur was also reported to increase number and weight of root nodules in green gram use mostly,available in market sulphur as bentonite sulphur 90%, sulphur WP application this is effective sources it also improve soil ph and quality of vegetable and fodder crops.

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Sulphur, Mung bean, Fertilizer, Yield

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Creative Commons Attribution 4.0 and The Open Definition

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This Human Computer Interaction (HCI) has become one of the important projects in this new era and technology. Using the new technology many things have changed in this world, but there are still a few things which are still being used the same. One of the best examples one can give for this is the Computer System. A computer system in this era is still using the same computerized devices which were used before. But using HCI we can change these computerized devices by using the latest technology we have. This research work focuses on HCI using Hand Gesture movement for computerized devices like Mouse. Using this gesture, movement we will be eliminating the use of external and computerized hardware. We will be using free sources for development of the project and will be using the image processing and image acquisition process.

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Creative Commons Attribution 4.0 and The Open Definition

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Human Computer Interaction(HCI), Hand Gesture, Image processing, Image Acquisition

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Creative Commons Attribution 4.0 and The Open Definition

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This review discusses factors responsible for the texture of fruits and vegetables and the changes brought about by freezing. It describes some of the early work on frozen food texture, as well as the more recent studies of cryogenic and other rapid freezing methods. The effects of storage and cooking on texture are also considered. Food shelf-life extension is important not only to food manufacturers, but also to home refrigeration/freezing appliance companies, whose products affect food quality and food waste. While freezing and refrigerating both extend the shelf life of foods, food quality deterioration continues regardless of the preservation method

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Keywords: Freezing, Food, Preservation, Vegetable

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Creative Commons Attribution 4.0 and The Open Definition

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the article studies The discovery of the coronavirus (SARS-CoV-2) and the spread of COVID-19 have led many governments to take drastic measures. The lockdown of large parts of society and economic life has come as an exogenous shock to many economic actors, not least innovative start-ups. This rapid response research combines a qualitative research design informed by entrepreneurial ecosystem actors with an analysis of policy measures called for, announced, and reportedly implemented in the international press. Interviews from an entrepreneurial ecosystem offer a first-hand account of the adversity start-ups face during a crisis and how by utilizing bricolage responses they cope, and the analysis of policy measures can serve as an inspiration to design support initiatives to protect start-ups from the consequences of the current lockdown and to alleviate the effects of future crises and the obstacles faced and are facing due to covid 19.

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COVID-19,START-UPS,ECONOMIC CRISIS

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In this paper present by Design and Implementation of Common E-learning Platform for Technical Course and Internship. This paper basically works on E-learning and Internship. E-learning has become an ef ective component in most educational institutions; for this reason, there is a clear need to develop general principles and standards through a systematic model to design e-learning systems. There are many models of e-learning courses design, but they are dif erentiated in quality, in most of these models there is a gap between the needs of system developers, content designers, lecturers, and students. In this research, a new model was proposed to design e-learning courses in an attempt to bridge this gap. The proposed model carries out the analysis, design, and development of courses for e-learning systems and its application, then how to evaluate the performance of this system and its usability. A case study was developed by the stages of this proposed model and using Moodle platform, it illustrates the creating courses process, study plans, lessons for each semester, and the analysis, design, and creation of scientific content. Where the scientific content was designed based on the educational approach used by Iraqi universities.

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Keywords- E-learning; Learning Management System (LMS); Analysis Design Development Implementation and Evaluation (ADDIE);

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Creative Commons Attribution 4.0 and The Open Definition

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The financial area in India has witnessed various changes. The banks are the life savers of the economy and assume a synergist part in actuating and supporting monetary development, particularly, in agricultural nations and India is no special case. Driving patron for GDP in India is Banking Industry. The vast majority of the banks have started to take a develop approach towards banking, with the goal of making more incentive for clients in the banks. Banking in India has effectively gone through an immense change in the years since autonomy. These days we have E Banking framework alongside cash notes. India's money related framework can make another instrument alongside liquidity and security. The Indian financial area where presented appearance of the card, presentation of Electronic Clearing Service (ECS) in 1990's, EFT, RTGS, NEFT, versatile banking, web-based banking are the different developments in banking. This paper focuses an outline of advancements in financial area i.e. banking system.

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Digital banking, E Banking, Cyber Frauds, E Wallet, Online Banking

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

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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