Volume 9 | Issue 4 |

 Abstract

The paper focuses on quality prediction analysis of red wine which contains the attributes such as fixed acidity, volatile acidity, citric acid, residual sugar, chlorides, free sulfuric acids, total sulfuric acid, density, pH, sulphates, alcohol - quantity. The Prediction is evaluated through various machine learning algorithms such as Logistic Regression, Support Vector Machine, Decision Tree Classifier and Random Forest Classifier. By applying these algorithms, a detailed view of the tested results and the trained results of the machines were obtained. The results were visualized using Boxplot, Correlation matrix, joint plot. The Support Vector Machine (SVM) algorithm yields highest Accuracy of 87.5%, when used with grid search CV the accuracy was approximately equal to 90%.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

SVM, SVM with GridSearch CV, Machine learning, Random Forest Classifier, Hyper parameters.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

As we all know, there is a pandemic (i.e., COVID19) that is rapidly expanding and threatening the lives of everyone on the planet. The pandemic has had an effect on nearly every industry. We saw the health-care sector's inadequate handling of the pandemic's infection rate after the pandemic. Despite the fact that both the government and the general public are taking several precautionary measures to prevent the dissemination of this virus, such as wearing masks and keeping social distance, there is still a subset of individuals who are irresponsible enough to disregard the precautions and become COVID19 victims and after being admitted to COVID centres for treatment, the majority of patients are seen escaping the centres, increasing the infection risk. As a result, there is a lot of scepticism about the surveillance's competence in the health sector. Given all of the mishaps that have occurred as a result of inadequate monitoring, this research paper explains a solution in which surveillance is completely automated, allowing us to concentrate on other aspects. This Research Paper comes up with a idea that allows us to spot compromised patients who are attempting to escape by engaging with the appropriate authorities. Not just that, but we also detect individuals who do not follow the COVID safety protocols (like wearing masks). The identification is carried out by CCTV cameras that have our software installed in them. Before recognizing, their data has been stored in the database. Here, we explain how our algorithm detects the identity of an individual attempting to leave the hospital and also determines whether or not the person is wearing a mask.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

OpenCV, face recognition, Face mask detection

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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

Uber eats, customers, products and orders.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Dendrimers are wonder molecules of chemistry possess unique characteristics which have improved the physical and chemical characteristics. Due to the presence of terminal groups they show high solubility, reactivity and miscibility. They possess well defined size, shape, molecular weight and monodispersity which make them a suitable carrier in drug delivery and application. The solubility of poorly soluble drugs is enhanced by the unimolecular nature of dendrimers. Dendrimers for drug delivery have been employed using two approaches (1)Forumlation (2)Nano-construct. Drugs are usually entrapped physically in a dendrimer using non-covalent interactions,but in nano-construct drugs are coupled covalently on dendrimers. The use of PAMAM (Poly amido amine) dendrimers have increased the transdermal permeation and solubility, stability and oral bioavailability of various drugs. Dendrimers are engineered to attach targeting ligands and imaging molecules to create a nanodevice. Dendrimers are referred as modern day polymers which offer good properties than conventional polymers. They are employed for drug delivery, genetherapy, chemotherapy. Dendrimer nanotechnology, due to its multifunctional ability has been emerged as the potential to create next generation nano-devices. This review summarizes exclusively classification, synthesis, mechanism of dendrimers and focuses on versatile applications of dendrimers in drug delivery.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Dendrimer, multifunctional targeting, Nanodevice, PAMAM dendrimers, stability.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Herman Melville occupies an important place among English and other writers of literature in the world. The novelists of American origin, living in different countries of the world, are now recognized among the literary jewels of the literary work. They have won nearly all literary awards and appreciations. American novels have reflected to the world the colourful and glorious culture and traditions of America and Herman Melville is one of the famous writers of America and made his position by authoring several novels, poems and short stories best known for his sea novel Moby Dick. He knew the problems and sufferings of sailor as he had always been a sailor throughout his life and whatever he had experienced during his journey he pen down in the form of sea novels. His novels are based on his personal experiences and adventures. Typee was written when he travelled to Marquesas Islands. While at sea for different reasons, many relations build and break. The current paper deals with the interpersonal relationships between sailors that what kind of relations sailors develop with others during their travel. The paper also explores the way and manner in which fellow sailors behave each other.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Nautical fiction; interpersonal relationships; behavior of sailors; bond of friendship; love; care; hospitality; enmity; cannibalism.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Early detection of cancer is necessary for many people's lives to be saved. For these types of cancer diagnoses, visual inspection and manual procedures are typically used. This method of manually interpreting medical images takes a long time and is vulnerable to errors. As a result, in this project, a novel deep learning architecture is used to identify various types of cancer and detect their existence without the need for multiple doctor consultations. This helps us to foresee the existence of the disease sooner and take decisive action to prevent more effects in a cost-effective and timely manner, reducing the rate of human error. This project investigates five different cancers, including lung cancer, brain tumours, cervical cancer, thyroid cancer, and breast cancer. A web application will be created as a hospital application that will use an x-ray image as input to determine which type of cancer is present.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

VGG16, rmsprop, tri-factorization.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In present days interest in shopping malls is mostly increasing between people. People get daily necessities from shopping malls. RFID technology each product in the shopping mall will be produce with a RFID tag. LCD, RFID reader and a CC2500 transmitter Connect to the trolley section. RFID reader will read the buying product information on the shopping cart and the information regarding the product is displayed on LCD which is interfaced to the Arduino uno .people placed items in the trolley the RFID reader on the trolley reads the each tag and sends a signal to the controller. The controller received the signal.It shows the name of item on LCD and also total sum of items purchased. Once the shopping is completed, the customer will press a Finalise button on the trolley send the total sum spent on the products to the billing counter section using CC2500 module. she/He take back product from the trolley, the same tag will be again read by the RFID reader. At the billing counter, the total bill will be transferred to PC at the billing counter side by using CC2500 module.Main aim of this paper was to provide an automatic billing to avoid queue in mall and super markets.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

keypad, CC2500 Module, LCD , Arduino uno , RFID(Radio frequency identification)

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In this globalized world it is currently impossible to develop without a suitable strategy for development, marketing, advertising, optimal use of resources, efficiency in the level of work, human resource management, raw materials, minimizing costs, profit maximization and so on. Talent management is one of this holistic management that involves the use of intelligence as a strategy for the purpose of profit maximization of the organization. The experience in this paper has been reviewed with the help of literature review and tried to reveal the results of various strategies followed by the overall management of companies and the organization. With the help of several literature reviews, this study analyzes various talent management strategies followed by organization for better organizational performance, where it has been observed that there is a direct and high correlation between strategies and organization performance and always production depends upon talent management strategies.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Talent management, Innovation, Organization, Retention, Value Addition.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In the current period, robots play an important role. The purpose of this project is to design a military robot that will detect the enemy. A robot is controlled through Android Application using a Bluetooth module. To detect the status of the robot, the hardware Arduino UNO microcontroller board is used. This microcontroller will sense and control the object. Arduino is very easy to use, and the program is erasable and allows reprogramming from which multifunctional applications can be designed in a robot. Arduino UNO is interfaced with Bluetooth module through UART protocol. An ultrasonic sensor is employed to detect the space of the thing. For example, Bluetooth, Wi-fi, and ZigBee innovation control other gadgets with the help of improved present-day innovation and Android smartphones. Bluetooth innovation means to trade information remotely over a short distance utilizing radio wave transmission including highlights to make straightforwardness, insight, and controllability. In this paper we have planned a robot that can be controlled utilizing an application running on an android smartphone, it sends control by means of Bluetooth which is interfaced to the regulator. The regulator can be interfaced to the Bluetooth module however UART convention and shows movements as per the commands received by the android application.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Ultrasonic sensor, Arduino UNO, Bluetooth, Metal detector sensor, LCD 16*2, DC Motor, IR Obstacle Detection Module

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In order to develop the optimal sowing time, ensuring high and stable yields of soybeans of the "Nafis" variety in the Aral Sea region, field experiments were carried out on the experimental plot of the Karakalpak Scientific Experimental Station of the Research Institute of Grain and Leguminous Crops. The experience is multi-factorial. Sowing was carried out in three sowing dates: 1st, 2nd and 3rd ten days of April. The results of the study showed that when cultivating soybeans of the Nafis variety in the Aral Sea region, in order to obtain the highest grain yields, sowing should be carried out in the first ten days of April.

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

variety, soybeans, sowing time, yield, grain, optimal, sowing. oil. food

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Creative Commons Attribution 4.0 and The Open Definition