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

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

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

  License

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

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

OpenCV, face recognition, Face mask detection

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Uber eats, customers, products and orders.

  License

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.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

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

  License

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

  License

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.

  License

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.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

VGG16, rmsprop, tri-factorization.

  License

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

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

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

  License

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

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

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

  License

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

  License

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

  License

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

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

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

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Milo is an all-in-one system that helps college students to make the most out of their online college life. Milo takes out and combines the good parts of the existing system like Q and A forums Quora Discussion forums Reddit and Social networks and optimizes it to cater to the needs of the students. This would help the student to stay connected and get the answers the student needs directly from their Faculty members or their peers, talk and discuss easily, stay up to date about events and jobs. These papers will go over the flaws in the existing solutions when talking from the perspective of a student, the result of the survey that was conducted, Describes our solution in detail, technical specifications, and conclusion

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Graph QL, MongoDB, MAGIC, PASSWORDLESS, Microservices, Next Js

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

This paper proposed to study about the solar charging with various choppers like Buck, Boost in continuous mode of operation and also study about the ratings of inductor, capacitor, diodes which were used in different choppers. The control circuit between the solar panel will used to Turnoff the charging of battery to avoid frequent charging and also isolates solar panel under maintenance of battery. This circuit increases the net charging voltage at battery input. The normal MOSFET without body diode is placed in circuit to reduce complexity which was suitable for moderate power application however we can also use the High Side (HS) FET Common Source Inductance (CSI) Technology for Synchronous buck converter to minimize the switching losses by limiting HS CSI values.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Choppers, Convertors, Sulfation, Periodic charging, MMPT.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Barleria stocksii, Endemic plant, Antioxidant, Phytochemical analysis & Antibacterial activity.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Photosynthesis is important in metabolic pathways and is influenced by environmental stress. Drought stress is one of the environmental factors that alter several regulatory mechanisms, resulting in yield loss in crop plants. Using the foregoing background information, four Mulberry (Morus alba L.) genotypes were chosen, namely MY-01, BP-01, PP-01, and G4 and experiments were carried out in potted plants under natural photoperiod conditions under normal and water stress conditions. Morphological and Physiological parameters such as plant height, no of leaves, no of branches, leaf area, leaf yield and photosynthetic rate, stomatal conductance, transpiration rates, relative water content, and plant growth and yield parameters were measured in control and drought-induced plants during the experiment. Water stress conditions significantly influenced the altering of all photosynthetic, plant growth, and yield parameters in water-stressed conditions compared to watered conditions, according to the results, all of the varieties in the order had significantly lower photosynthetic rates. The most important crop in the sericulture industry is mulberry (Morus alba L.). In this study, we show that water scarcity characteristics can be finely controlled by leaf gas exchange characteristics in 1-year-old field-grown mulberry genotypes (Selection-MY-01, BP-01, PP-01, and G4) subjected to water stress by withholding water for 10 days. Significant differences in net photosynthetic rates (Pn), stomatal conductance and transpiration rate, and intercellular CO2 have been observed among four mulberry genotypes. Among the four genotypes, G4 significantly higher rates in Morphological-physiological characters of both water treatments (control and during drought stress (DS).

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

well water, drought stress, Mulberry, photosynthesis.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Abstract Statement: A descriptive study to assess the knowledge on breast feeding technique among postnatal mothers at Santosh hospital Ghaziabad (UP) Objectives: To assess the post-test knowledge on breast feeding techniques among postnatal mothers. To determine the level of awareness among postnatal mothers regarding breast feeding techniques. To find out the association between breast feeding techniques knowledge score with their selected demographic variables. Methodology: Research approach adopted was experimental research, a post-test only design. Population was 30 postnatal mothers at Santosh hospital Ghaziabad (UP). Purposive sampling technique was used for data collection. Result: In the present study 53.3% postnatal mothers were having very good knowledge, 26.7% had good knowledge, 10% of mother were having average level of knowledge and again 10% mothers had inadequate knowledge of breast-feeding technique. Keywords: Postnatal mothers, breast- feeding technique, knowledge,

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Keywords: Postnatal mothers, breast- feeding technique, knowledge,

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Himalayan is a worldwide pioneer in the field of scientifi-cally validated herbal healthcare. Its reputation is for clini-cally studied, pure, and safe herbal healthcare products that are based on extensive scientific validation and strin-gent quality controls. we believe that there nur-turing work environment brings out the best in their team and allows Himalaya to develop the best products.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

customer satisfaction, herbal, Ayurvedic products

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Telecom, Branding, Customer preference

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Datasets are crucial to encourage the improvement of a few computational fields, giving extension, vigor, and certainty to results. Datasets are an assortment of examples that all offer a typical property. AI information investigation utilizes calculations to ceaselessly develop itself after some time, however quality information is vital for these models to work proficiently. In deep learning, to train a particular model we need lots of any kind of specific data. If data is not proper the accuracy drops of the model. In case of images if we get dataset of improper images, and if we use these for training it will affect the accuracy. Image Enhancement Technology is an initiative to convert images with poor quality, noise, which hinders the accuracy in images which have enough information which can be for future purposes

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Artificial Intelligence, Dataset

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The usage and reliance on the Internet have increased exponentially since the COVID-19 pandemic. The number of people participating in online activities such as e-learning, remote working, and online shopping has risen. As a result, cybercriminals have become more vulnerable. Cybersecurity breaches have become a major issue. Phishing, malware, ransomware, social engineering, identity theft, and denial-of-service attacks are all common forms of cybersecurity attacks. Victims are targeted by attackers to obtain their credentials or financial benefits. People who engage in online activities are at risk of cyber-attacks. This is because the network is not safe. The attackers can code in a way that exploits the Internet's flaws. When attackers gain root access to a computer, they have complete control over it and can do whatever they want with it. The definition of a cybersecurity attack is explored in this research paper, as well as extensive research on actual attacks. Following that, a comprehensive overview of recent cybersecurity attacks is presented, along with a critical analysis. Furthermore, the paper will propose the most recent cybersecurity research contribution at COVID-19, as well as a practical overview with examples of how businesses protect privacy as well as limitations. The paper would then go over the reasons why people are vulnerable to cybersecurity and the one-of-a-kind approach to the issues posed. Finally, this paper will end with an in-depth examination of cybersecurity research's future directions.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

COVID-19 pandemic, cybercriminals, Phishing, cybersecurity, Zoom Bombing

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Tucker machine, sensor data & IOT sensor

  License

Creative Commons Attribution 4.0 and The Open Definition