Volume 10 | Issue 4

 Abstract

In this paper we have a tendency to area unit analysing facial expressions studies from totally different sources , combining it with computing and Machine Learning to achieve the required output . The fundamental plan of this paper is by victimisation the various human physiological parameters . we have a tendency to area unit victimisation high resolution cameras and conjointly thermal camera for this paper . There area unit sure factors that area unit exibited by the kinsfolk whereas they're bluffing and lying. These factors area unit being analysed deeply with the assistance of Machine Learning. Lie detection refers to a cognitive operation of sleuthing deception by evaluating message content yet as non-verbal cues. It conjointly might check with questioning techniques used in conjunction with technology that records physiological functions to determine truth and falsehood in response. sleuthing lies is crucial in several areas, like landing field security, police investigations, counter-terrorism, etc. One technique to notice lies is thru the identification of facial micro-expressions, that area unit transient, involuntary expressions shown on the face and body of humans once they are attempting to hide or repress emotions. trendy lie-detecting devices are often manipulated i.e.., simply within the case of human observation, associate analyst interrogates the folks and observe the body and facial features, it takes tons of your time for the observation and conclusion and he might solely be able to analyze one or 2 observation at a time. therefore here we have a tendency to area unit making a man-made Advanced analyst.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

CNN, Machine Learning ,FER kaggle dataset, Facial Expressaion.

  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

Keywords: Cognitive styles, systematic, intuitive, academic achievement, university students

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

का मंत्रपुत् वाक्य भारतीय शिक्षा जगत की संजीवनी है | शिक्षा के प्रति गंभीर दृष्टिकोण पूराकाल से ही सजग रही है | गुरुकुल की पद्धति से अभीसिंचित भारतीय शिक्षा दर्शन का दिग्दर्शन हमारे आर्य ग्रंथों में स्पष्टता: देखने को मिलता है | शिक्षा मनीषियों ने अपने शैक्षिक चिंतनधारा से भारत को ही नहीं प्रत्युत विश्व को भी एक नवीन रोशनी दी है | आगे चलकर विश्व गुरु रवींद्रनाथ टैगोर एवं अरविंद घोषने तो एतद्विषयक एक क्रांतिकारी विचारधारा उपस्थापित किया है | इसलिए भारतीय शिक्षाण -पद्धति में इन दोनों मनीषियों के विचारों,दर्शनों एवं शिक्षा नीति का आदर के साथ स्मरण किया जाता है | रविंद्रनाथ टैगोर ने शिक्षा के प्रति एक गंभीर और सम्यक विवेचना द्वारा भारत ही नहीं बल्कि अन्य देशों की शिक्षा को भी दिशा दी है | व्यक्तित्व निर्माण एवं राष्ट्र निर्माण की मजबूत बुनियाद शिक्षा होती है| इसी से धर्म, दर्शन, राजनीति, अर्थनीति, संस्कृति आदि परिचालित होते हैं | व्यक्ति एवं राष्ट्र की प्रगति शिक्षा प्रणाली पर निर्भर है | शिक्षा के अभयउत्थान में आज इनकी महत्ता को निर्विवाद स्वीकारते हुए विश्व केख्यात शिक्षाशास्त्रियों के बीच ‘’ गुरुब्रह्मा गुरुविष्णु,गुरुदेवो महेश्वर” के रूप में स्वयमेव ख्यात हैं | अरबिंदो घोष के शिक्षा दर्शन में प्राचीन भारतीय आदर्श का महत्वपूर्ण स्थान है | इसलिए भारतीय शिक्षण पद्धति में इन मनीषियों के विचारों एवं दर्शनों का आदर के साथ स्मरण किया जाता है | रवींद्रनाथ टैगोर एवं अरविंदो घोष बालक का सर्वांगीण विकास चाहते थे एक पक्षीय नहीं | यह दोनों नकेवल उच्च कोटि के कवि एवं विचारक थे वरना एक महान शिक्षा शास्त्री भी थे | टैगोर का जन्म कोलकाता में सन 1861 ईस्वी में 6 मई को हुआ था | साहित्य कला तथा दर्शन के क्षेत्र में अपनी अनुपम उपलब्धि से भारत के मस्तिष्क को ऊंचा करके एवं संसार में भारत के योग्यता का अनूपम सिद्ध करके सन 1941 ईस्वी में 7 अगस्त को मृत्यु को प्राप्त किए| टैगोर जी कोउनकी रचना गीतांजलि के लिए सन वर्ष 1913 में नोबेल पुरस्कार प्रदान किया गया था साहित्य के क्षेत्र में | श्री अरविंद घोष का जन्म 15 अगस्त 1872 ईस्वी में भारत के प्रसिद्ध नगर कोलकाता में हुआ था | श्री अरविंद घोष पांडिचेरी नामक स्थान पर चले गए एवं कुछ समय बाद वहां एक आश्रम का निर्माण करवाया यह आश्रम श्री अरविंद आश्रम के नाम से प्रसिद्ध है | श्री अरविंद घोष का निधन 5 दिसंबर 1950 ईस्वी को मात्र 78 वर्ष की आयु में हो गया | किसी भी युग का इतिहास और घटनाएं उस युग पुरुष के साथ चलती है, जो मानवता की सच्ची सेवा के लिए तत्पर होता है | संघर्ष की हर चिंगारी संघर्ष करता के लिए फूल बन जाती है | मनुष्य की कर्मशीलता और संकल्पनिष्ठा उसके व्यक्तित्व का सृजन करती है | युग पुरुषों की दृष्टि और बुद्धि सामान्य व्यक्तियों से कुछ भिन्न होती है | इसी के कारण वे समाज के दिशा निर्देशन में तथा उसे विकास के मार्ग में अग्रसर करने में सदैव सफल होते हैं | समाज इसी कारण उनका यशोगान करती है | श्री अरविंदो ने अपने शिक्षा दर्शन में मानव की आध्यात्मिक उन्नति पर अधिक बल दिया है क्योंकि उनके विचार में आज के भौतिक युग में इस उन्नति की अत्यधिक आवश्यकता है | आज के मानव का दृष्टिकोण पूर्ण रूप से भौतिकवादी है उनका ध्यान सदैव अपनी भौतिक आवश्यकताओं को पूर्ण करने में लगा रहता है फलता वह अपने मन की शांति और अपने मन के वास्तविक आनंद को खो चुका है | आज जो शिक्षा प्रणाली हमारे देश में प्रचलित है वह व्यक्ति की आध्यात्मिक उन्नति की ओर लेसमात्र ध्यान न देकर उसके भौतिकवादी दृष्टिकोण को प्रोत्साहित करने में लगा है| परिणामत: व्यक्ति का आध्यात्मिक विकास रुक गया है और उसके अंदर की दिव्य ज्योति बुझ गई है |

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

शिक्षा जगत, शैक्षिक चिंतनधारा, व्यक्तित्व, सामाजिक जीवन, आध्यात्मिक |

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

This paper presents the review on experimental and analytical studies on the performance of concrete when exposed to strength of RCC members. Hydration heat is one of the most important factors because it is used as source of heat in concrete structures We use calorimeter (UTCM-0347 HEAT OF HYDRATION CALORIMETER) to calculate the heat of hydration of samples of different grade of concrete Though much attention has been bestowed over the performance of concrete under room temperature conditions, the study on behavior of RCC subjected to elevated strength is gaining momentum The objective is to do the study of heat of hydration released in different grade of concrete and which grade of concrete is suitable to use in different atmospheric conditions to increase the serviceability and durability of the structure. However, long-term development of compressive strength of concrete is expected after 28 days due to the pozzolanic reaction of cement (binder) hydrates. Thus, we suggest the extension of specified strength control age from 28 days to 90 days

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Strength, UTM, RCC, Hydration, and Cement etc...

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Size exclusion chromatography (SEC) may be a historical technique widely employed for the detailed characterization of therapeutic proteins and may be considered as a reference and powerful technique for the qualitative and quantitative evaluation of aggregates. the most advantage of this approach is that the mild mobile phase conditions that let the characterization of protein with minimal impact on the conformational structure and native environment. Despite the very fact that the chromatographic behavior and peak shape are hardly predictable in SEC, some generic rules are often applied for SEC method development. Recent developments are reviewed in size exclusion chromatographic calibration methodologies, including direct calibration by using narrow and broad polymer standards and various instrumental methods (nuclear resonance, mass spectrometry, light scattering) also as universal calibration with and without viscometer detectors, for easy and sophisticated polymers. the utilization and number of bio therapeutics has increased significantly. For these largely protein-based therapies, the quantization of aggregates is of particular concern given their potential effect on efficacy and immunogenicity. This requirement has renewed interest in size-exclusion chromatography (SEC).

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Key words: Size Exclusion Chromatography, Biomolecules, Macromolecules.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

- Rice is one of the most widely grown crops in India. Rice crops are susceptible to various diseases on a wide range of levels of cultivation due to climate changes. Farmers with limited knowledge have a difficult time identifying these diseases manually. Recent advances in Deep Learning have led to the development of automatic image recognition frameworks using Convolutional Neural Network (CNN) models to solve such problems. Because the rice leaf ailment picture data-set is not without issues, we created our dataset, which is of little length, therefore, we need our deep learning model to develop by using transfer learning. The proposed network architecture is based on VGG16 and has been trained and tested on the internet and rice fields datasets.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Fine Tuning, Rice Leaf Diseases, Convolutional Neural Network, Deep Learning, Transfer Learning

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

This paper examines the reason behind high rate of unemployment in the current market. The general cause of unemployment in India has always been slow economic growth, rapid increase in population, low savings and investment. But due to this pandemic the mobility of labour has played an important role. This paper also talks about labour participation rate (LPR), structural unemployment, regression model. It can also be concluded from the research that most people want jobs in their hometown but the salary and opportunity offered is not that appealing.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

labour participation rate (LPR), structural unemployment, regression model

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Security is the major challenge of digital communication. Cryptography and steganography are two common methods available to ensure security.Steganography is the term used to hide secret messages in a text, audio or image file.Modern methods are necessary to keep information secret and to protect it from the growing danger of external hackers.Steganography makes it possible to transmit information through communication channels. In this work we have focused on digital audio as the carrier and cover file. Audio steganography is a method to safely conceal a secret message into an audio cover file in various ways.The audio files are in the standard WAV format, in which the secret message is embedded by using the LSB algorithm. The secret message gets encrypted using the RSA algorithm before the embedding process. This combination is providing two level security to the secret message to be transmitted.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Steganography,CryptographyData hiding,LSB;

  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

GLCM, OTSU, Image Processing, Feature Extraction, Voting

  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

Consumer behaviour, Agriculture equipments, Tractor, farming, farm mechanization and technology.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Abstract: Adolescents is crucial period in life span. The growth and development of adolescents influenced by many factors. Health Diet play vital role in growth and development of the adolescents. Industrialization and cultural changes affected the awareness about Healthy diet. This study aims to assess the knowledge about Healthy diet among adolescents Methodology. This study conducted by the cross-sectional survey design by non-probability convenient sampling. Sample size comprised of 100 both male and female adolescents studying in the selected schools of Kerala. Tool included 8 socio demographic variables and structured 25 item multiple choice questionnaire related to the knowledge about the healthy diet among adolescents. Results: The result of the survey implies that 38 % (38) have good knowledge 14% (14) have moderate knowledge and 48 % (48) have poor knowledge. There is no significant association between social demographic variables and knowledge about the healthy diet. This study concluded that there is markedly lack of knowledge about healthy diet among adolescents. It is recommended mass programme to understand the Knowledge, Attitude and Practice.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

National Education Policy 2020 and higher education an Analysis

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

National Education Policy 2020 and higher education an Analysis

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In this project Fly Ash brick and disposable plastic bottles will be built by using of cement, fly ash, sand and shredded plastic. The manufacturing process uses techniques and equipment similar to those used in the clay brick industry. A common feature of Fly Ash bottle bricks will also be read. These include absorption capacity, initial absorption rate, and fracture modulus, bond strength and durability. The prices for this feature of Fly Ash bottle bricks should be determined and should be compared with those related to clay bricks. New bricks and process are patented and new bricks are named Fly Ash Cement Bottle brick. Fly Ash cement brick bricks are made of fly ash, lime, cement, sand and disposable plastic bottles. These can be used extensively on footpaths and boundary walls for construction activities such as conventional fired bricks. Fly bottle ash bricks are relatively light in weight and stronger than ordinary clay bricks. Since ash and plastic bottles are formed as bulk waste near tropical power plants and debris causing serious environmental problems, their use as a raw material for making bricks will not only create sufficient and useful opportunities. Dump but also help to control pollution on a large scale in the surrounding areas. With a high quality view and eco-friendly environment. This dissertation is about learning about the role of cement in an ash bottle. Brick bottle ash bricks are relatively light in weight and stronger than ordinary clay, Bricks. Fly ash is useful for a product from thermal power stations using crushed coal as fuel and has great pozzolanic activity. The current generation or fly ash and waste plastics in India are hot and waste generating stations with more than 100 million tons per year. This land source can be used to the advantage of making fly ash mortar bricks as an addition to the hot clay bricks that lead to the conservation of natural resources and the improvement of the environment. Considering the growing importance and need of this item, a systematic study based on the facilities and industries used in this project will be conducted. These bricks are suitable for use in stone building such as conventional fired bricks. Production of milled ash-lime bricks has commenced in the country and it is expected that this level will encourage mass production and use.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Fly Ash, Shredded, Waste Plastic Bottles, Cement, Lime, Fine Aggregates.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Crypto currency is a global digital or electronic paperless currency that has a large circulation in the world today, so cyber security is very important for a large number of scams. The level goes down and the currency of one country goes to another country without any government process. In the case of crypto currency, it has been noticed that black money can be sent from one country to another and no one pays attention to it as it is not a public thing. We need to be aware of the process of using or acquiring this crypto currency by making changes inside. Crypto currency is the gift of the world and that is the future of many countries and India is participating in this future today and today India's Crypto Currency is being created globally so this is a project that we should implement which will lead to economic progress of the countries. It is often heard in the country that the account of Crypto currency is hacked and the crypto currency is sold by changing the account order in it. This is also an experiment.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

1

  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

Resilience, Sustainability, Rudrasagar Lake, Linear Regression Model, WTP.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In today's economy, the stock market, often known as the equity market, has a significant impact. The rise or decline in the share price has a outstanding impact on the investor's profit. The proposed method uses Long short-Term Memory(LSTM) Approach. Here I am considering multi-column LSTM model which takes more than one column to analyse and train the model and based on that it will predict the values for future days. More than one features helps the model to predict the values more accurately than providing the single feature. Here, I am also adding two more features to my dataset to check whether it will improve the results or not.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

LSTM, RNN, Prediction

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

RASHTRIY SHIKSHA NITI: MAHATV V CHUNAITIYO

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

RASHTRIY SHIKSHA NITI: MAHATV V CHUNAITIYO

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Electronic devices without intention of reuse are called electronic wastage. Electronic waste is a rising crisis associated with both developing countries as well as developed countries. Fascination of people with electrical devices and expeditious development in technology has caused production of enormous quantity of waste caused by electronics. Barely a small portion of e waste is recycled appropriately; a large amount of e-waste is discarded as landfills or burned. Microbial bioengineering method of extraction of metals is based on the capability of microbes to produce lixiviants which removes metals from electronic waste. This method is an innovative motion to remove metals from different kinds of electronic wastage. This method is cost efficient, decreases ecological effects and produces least secondary scrap. Therefore, this paper represents the information on microbe oriented technique for removal of valuable compounds from electronic wastage.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Electronic wastage, Microbe oriented technology, Lixiviants, Ecological effects.

  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

Key words- Brain tumor, MRI images, Neural Network.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The wavelet algorithms are applying the high level of image/data compression by using transforms. The main processes of wavelets are allowing some complex information such as images and videos to be decomposed into elementary forms. These processes are applied at different positions and balancesto rebuild with high precision. Signal transmission depends on the transmission of a progression of numbers. The series portrayal of capacity is significant in a wide range of sign transmission. The wavelet portrayal of capacity is another strategy. Wavelet change of a volume is the improved variant of Fourier transform. This chapter discusses more on applying an encryption standard by modifying the Discrete Wavelet Domain (DWT). In this work, the performance of modified DWT image encryption algorithms is measured and equated using the computation time. The entropy of the process determined the Randomness and provides how secure the image is encrypted. In this paper, we approach this issue by building up a scientific model for obviously scrambled pictures and afterward determine expectations and differences of NPCR and UACI metrics. Further, these hypothetical qualities are utilized to frame measurable theory NPCR and UACI tests. Basic estimations of tests will help in predicting an encryption standard. Thus, the topic of whether a given NPCR/UACI score is adequately high to such an extent that it isn't noticeable from ideally encoded pictures is replied by observing at real NPCR/UACI scores with comparing basic qualities. Test results utilizing the NPCR and UACI irregularity tests will determine the existing encryption techniques are really equivalent or not

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Number of Changing Pixel Rate, Unified Averaged Changed Intensity, Discrete Wavelet Domain

  License

Creative Commons Attribution 4.0 and The Open Definition