Volume 8 | Issue 8 |

 Abstract

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.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Image Preprocessing, K-means Clustering Algorithm

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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.

Licence: creative commons attribution 4.0

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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.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

INDIAN AGRICULTURE, COVID-19, LOCKDOWN, INFLUENCE FINANCIAL

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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

 Keywords

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

 Abstract

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.

Licence: creative commons attribution 4.0

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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

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Project Palash, Rural Entrepreneurship, Sabar Tribe, Entrepreneurial Behavior

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

clove (syzygium aromaticum) is one of the most valuable species that has been used for centuries as food preservative and many medicinal purpose . clove may be looked upon as a champion of all antioxidants known till date

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

syzygium aromaticum,volatiles,spices,lavang,

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

As the population keeps on increasing, so does the demand of vehicles for easy transportation. But unfortunately this has also resulted in an increase in vehicle thefts as well as DUI related accidents. This report proposes a system made to ensure less vehicle thefts and accident cases resulting in a safe environment. The system consists of components like: Raspberry Pi, Arduino Uno, an Alcohol Sensor, a Pi Camera and a microphone. The features of this system include Voice Recognition, Face Authentication, Alcohol Detection and Drowsiness Detection. Face authentication is done using the Pi Camera with the help of OpenCV libraries. These libraries create and train datasets of the users face and the authentication is done using this trained data set. Pi AUI Suite is used for implementing the voice commanding. An Android App is also developed and connected to the system which will automatically display the data to the owner.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Raspberry Pi, Arduino, OpenCV, Security

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Mobile banking is very convenient in today�s age with many banks offering impressive apps. Recently, the demands and requirements of banking consumers are altering quickly with the rise in the technological avenues made available in the banking world. Banking customers have started demanding flawless, multi-channel service experiences. And current generation is using mobile banking in a very effective way. Due to advancement of technical world now mobile banking drastically changes the life of every individual. Government and banks are requesting the customers to use mobile banking instead of going to banks as well as for purchasing. The present study on various issues likewise, Customers feel that banking transactions are safe through mobile banking. It can be observed that customers feel that it�s not too difficult to use. As per the study Balance enquiry and account information are the most commonly used service in mobile banking. Majority of customer feel that service charges on mobile banking are reasonable. As the study suggest that most of the bank needs to improve on mobile banking. Mobile banking is most commonly adopted by professionals. Most of them are satisfied with mobile banking application. Among the different service provided by the bank, ATM, e-banking and mobile banking are the most commonly used service compared to others. Even lots of people do not prefer mobile banking because of security reasons, and lack of technical know-how. But the advancement of mobile banking makes life easier mainly for financial matters, due to which the customer is now saving his time.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Advancement, mobile banking, ATM.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In construction projects, the most vital aspects considered during planning of every project is cost and time. Each project aims to complete, along with assured quality, within specified time, cost, and scope. But in modern methods, project managers have trouble continuously monitoring work progress, reviewing strategies, tracking costs and resources, and taking corrective measures where appropriate. In the present work, efforts are being made to equate total cost and time savings using construction management methods for multi-storey residential buildings. Later, In the same case study, the principle of value engineering is used to indicate cost and construction time savings. Pereto law, which specifies that 30 percent of a project's activities must bear 70 percent of the construction expense, is used to define the activities that can be changed to achieve economy. Lean techniques were applied to activities contributing 70 percent of the cost, to improve the efficiency of construction processes by reducing waste and maximizing resources.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Value engineering, Lean techniques, Resources, Construction management

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Creative Commons Attribution 4.0 and The Open Definition