Volume 11 | Issue 7 |

 Abstract

The performance of convolutional neural networks (CNN) in the diagnosis of pneumonia and malaria, two serious illnesses, is examined in this article. The research compares the efficacy of various CNN architectures in identifying these diseases using a dataset of medical images that is openly accessible. With some architectures performing better than others, the findings show that CNNs can achieve high accuracy in the diagnosis of both malaria and pneumonia. According to the research, CNNs may prove to be an invaluable instrument for the rapid and accurate diagnosis of these diseases, which could lead to better patient outcomes and even lifesaving outcomes. Disease prediction system based on Convolutional Neural Network (CNN) (class of Deep Learning (DL) algorithm) with feature extraction and classification. Malaria spreads from the bites of mosquitoes and are transmitted to the people by the parasites. Pneumonia is an interstitial lung disease and affected to the childrens who were mostly less than two years old.

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 Keywords

Convolutional neural network (CNN), Malaria diagnosis, Pneumonia diagnosis, Computer-aided diagnosis (CAD), X-ray, Image segmentation, Performance evaluation, Clinical decision support

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The district of Dhemaji that lies in the north eastern part of Assam is a flood affected area. This study aims to understand the behaviour of the ground water in the vicinity of Dhemaji town in particular and in the district in general. Previous literature and data is scarce on it. An effort has been made to use the available technical data, primary data found in investigation and relevant literature reviews to infer about the behaviour of ground water in the study area. For the purpose of knowing the movement of ground water in the study area, hydrometeorology, soil characteristics, topographic slope, thickness and expansion of subsurface aquifers and hydrogeological characteristics of the area are also considered. The study reveals that ground water levels in the district are consistent over the years and long term trend of water level (rising or falling) over a period of 10 years is insignificant.

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aquifers, hydraulic gradient, ground water.

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Creative Commons Attribution 4.0 and The Open Definition

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In social accounting the focus tends to be on larger organisations such as multinational corporations (MNCs), and their visible, external accounts rather than informally produced accounts or accounts for internal use. The need for formality in making MNCs accountability is given by the spatial, financial and cultural distance of these organisations to those who are affecting and affected by itSocial Accounting has been one of the first major stepping stones in improvement in corporate social responsibility. For many organisations that undertake this process, it is the first time that attempts have been made to go beyond financial measurements.Social accounting supersedes the traditional audit audience, which is mainly composed of a company's shareholders and the financial community, by providing information to all of the organisation's stakeholders.

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Object, Needs and Present Situation

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Dr Bhimrao Ramji Ambedkar (1891-1956) was an Indian jurist, economist, politician and social reformer. He was a social revolutionary in many ways. Born into the 'Mahar' community, which was considered an 'untouchable' caste, as a child Dr Ambedkar had a first hand experience of the caste system in India and the discrimination meted out to the untouchables. Having gone through the dehumanizing experience of being ostracized by society by virtue of his 'caste', he made a firm resolve to radically alter the state of affairs. He criticized the caste system as unjust and the practice of untouchability as inhuman. He sought to awaken and organize the untouchables into a potent social and political force. He criticized the Hindu scriptures for their bias against the lower castes. He advocated the abolition of the caste system in his famous work The Annihilation of Caste. As the chief architect of the Indian Constitution, Dr Ambedkar also made sure that the practice of untouchability was banned. Dr Ambedkar has left an indelible mark on the Indian society. His untiring efforts for the upliftment of the untouchables shall be remembered for generations to come. It was largely due to his zeal that the untouchables have got legal and constitutional guarantees to live with dignity and equality.

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caste, untouchables, society, Constitution, equality

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Flyash (FA) a waste product of thermal power stations, generated problems of its disposal. Flyash has a variety of inorganic oxides and is available in finely powdered form and utilization as filler in plastics for enhancing the properties of product. In this work, fly ash treated with silane coupling agent is used as filler in Nylon-66/flyash prepared via melt blending. The comparison of the properties of composites filled with treated and untreated fly ash revealed that the composites with treated fly ash showed better reinforcing properties. Flyash treated with silane coupling agent gave better reinforcement than untreated flyash. The cracking of the particulate structure can be avoided due to adherence of flyash as particle which indicates the increase in strength of interfacial bonded. The properties of composites filled (10%FA) with treated and untreated are compared. These particulate reinforced thermoplastic composites are designed to improve the properties and to lower the overall cost of engineering plastics. In this study the effects of surface treatment with different percentage 1%, 2%, 3% on the mechanical, thermal and electrical properties of Nylon-66/flyash composites were reported.

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Nylon-66, Flyash, Coupling agent, Mechanical, SEM

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Creative Commons Attribution 4.0 and The Open Definition

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During pregnancy, the volume of blood in your body increases, so the amount of iron you need. Your body uses iron to make more blood to supply oxygen to your baby. If you don't have enough iron stores or get enough iron during pregnancy, you could develop iron deficiency anaemia. Iron can be found in two forms in foods heme and nonheme. Heme iron is only found in animal products, whereas non-heme iron is only found in plants.The recommended dietary allowance (RDA) is based on an average intake of iron 18 mg per day. However, individual requirements vary based on a person's gender and life stage. For instance, men and post-menopausal women generally require around 8 mg of iron per day. This amount increases to 18 mg per day for menstruating women and to 27 mg per day for pregnant women.

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A study to assess the effectiveness of instructional dietary module on influence of iron absorption factors on haemoglobin status in pregnant women in selected non Govt maternity hospital in Tirupati.

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WAAM is a form of Direct Energy Deposition that 3D prints metal parts using an arc welding process. Unlike other conventional AM methods, WAAM uses an electric arc to melt metal wire. The procedure is guided by a robotic arm, where the shape of the product is created on a substrate material. When the wire is melted, it is extruded into beads on the substrate. The beads bind together, forming a coating of metal. The process is repeated in a layer-by-layer fashion until the required metal part is finished. In the present study, a rectangular slab of dimensions 300 x 200 x 20 mm3 was fabricated using 4043 MIG filler wire via wire arc additive manufacturing (WAAM). The effect of welding current (heat input) on the weld microstructure and mechanical properties of 4043 WAAM alloy was investigated. Three weld joints were produced by varying the welding current from 140 to 160 A for the other welding parameters kept at constant value. The experimental findings reveal that all the weld joints were defect free and the strength of the weld decreased for the increase in the welding current. A highest joint strength of 120 MPa (119% of the base WAAM strength) was achieved in case of lower heat input(140A) weld joint. The significant strength is due to presence of more refined equiaxed dendritic microstructure and smaller size of fusion boundary. The toughness of the weld joints were 10, 11 and 12 Joules for low, medium and high heat input respectively. The toughness of the weld joints shows an increasing trend for the increase in the welding current. More softening of the weld joint has resulted in higher ductility and toughness. The results of pitting corrosion studies reveal that overall, a better and similar corrosion behaviour was achieved in all the weld joints, owing to presence of more Si in the Al matrix. The difference in the heat input and grain coarsening in the weld microstructure has attributed to variation in the corrosion resistance of the weld joints. However, the corrosion resistance of the weld joints are within the acceptable limit of the industry standards.

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CMT- WAAM, Aluminum alloys, Pore, Microstructure, Tensile properties.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

ఒక సమాజం సంస్కృతి, చరిత్ర, సాహిత్యం, కళలు అన్నీ భాష పునాది మీదే నిలబడతాయి. ఒక జాతికి గుర్తింపునిచ్చేది భాష. మనిషిని జంతువులనుండి విడదీసి ప్రత్యేకంగా నిలిపేది భాష. భాష పుట్టిందే ప్రజల కోసం. భాష అర్థవంతమైన ధ్వనుల సమూహం. ఆదిమ మానవుడు ఒంటరిగా జీవించిన కాలంలో తన పరిమిత అవసరాలకోసం ధ్వనిసంకేతాలు సృష్టించుకున్నాడు. సమూహంలో జీవించడం మొదలుపెట్టాక ఆ ధ్వనులు సంకేత రూపం నుండి లిపి రూపం దాల్చడానికి కొంత కాలం పట్టింది. కాలక్రమంలో భాష అనేక విధాలుగా పరిణామం చెందింది. సృష్టిలో ఉన్న మానవ జాతుల్లో, ప్రతీ భాషకు ఒక ప్రత్యేకత, సౌందర్యం ఉంటుంది. ఎవరి భాష వారికి అమృత ప్రాయమే. మన తెలుగు భాష, తెలుగు జాతి ఇందుకు మినహాయింపు కాదు. ద్రావిడ భాష అయిన తెలుగు కూడా తెలుగువారికి మధురమే. తెలుగు భాషది యుగ యుగాల ప్రస్థానం. ఋగ్వేద కాలం నుండే ఈ భాషకు ఆనవాళ్లున్నాయి. కాలగతిలో ఎందరో పాలకులు, కవి పండితులు, భాషా ప్రేమికులు తెలుగు భాషామతల్లిని పోషించి పరిపుష్టం చేశారు. తెలుగు భాషలో కనిపించే తత్సమాలు, తత్భవాలు, అన్యదేశ్యాలు అలవోకగానో అవసరంగానో ఇమిడినవే.

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అమ్మ భాషలో ఉపాధి అవకాశాలు

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 Abstract

This research paper examines the transformative effects of technology on the recruiting process. With advancements in technology recruitment practices have evolved significantly. The objective of this study is to provide a comprehensive overview of the impact of technology on various stages of recruitment, including sourcing, screening, interviewing, and onboarding. Additionally, the paper explores the advantages, challenges, and potential ethical considerations associated with the integration of technology in recruiting. The findings of this research shed light on the opportunities and limitations of technology-driven recruitment and offer insights for organizations to optimize their hiring strategies in the digital era. By providing a comprehensive overview of the impact of technology on the recruiting process, this research paper serves as a valuable resource for professionals in human resources, talent acquisition, and organizational leadership, helping them understand the opportunities, challenges, and best practices associated with integrating technology into their recruitment strategies.

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 Keywords

Adoption of Technology, HR Professionals, Perceptions

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Smart phone manufacturing and marketing is a growing sector in Maharashtra. In the recent years a domestic market for smart phone products has developed as consumers are more and more concerned for adopting new technology. Growing consumer concern for safe and healthy operations by using smart phones . Environmental awareness, especially in larger cities has shifted the demand towards alternative products. Different labeling programs for "smart phone" were established. Our lifestyle has changed in this fast paced world as compared to few decades ago. Today, more and more people are caught up in an endless cycle of buying and throwing away, seeing consumption as a means of self-fulfillment. Consumption is the reason why anything is produced. Demand towards products is driven by convenience and habit which in returned is hard to change. Truly consumers has little knowledge of the link between their purchasing choices and the environmentally consequences . he Main objective of the study to study the consumers behavioral pattern of rural consumers of smart phone Products to understand the sustainability of rural market.

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 Keywords

Rural market ,smart phone

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Creative Commons Attribution 4.0 and The Open Definition