Volume 10 | Issue 4

 Abstract

A number of fault detection systems for vehicle maintenance, repair have been developed in recent years. These systems are used for diagnosing variety of faults in the vehicle and are available at service level. A wavelet neural networks model is constructed based on wavelet frame theory and neural networks technology. The model is validated through the testing that simulates the faults of engine. RBF neural networks are trained to detect and diagnose the faults, and also to indicate fault size, by recognising the different fault patterns occurring in the dynamic data.

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 Keywords

Neural Networks, Fault Detection, Wavelet Neural networks, RBF Neural Networks.

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 Abstract

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Work From Home (WFH) Culture, IT Company, Covid-19, Perception of employees

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Movies are released in great numbers every year and a huge amount of capital is invested to produce those films.The main focus of our project is to predict whether the movie will be successful, i.e. hit or unsuccessful, i.e. flop, based on certain attributes (static and social/dynamic). Few of the static factors included for determining whether the movie will be successful or not are: genre, film budget, actors, actresses, director, producer, production house, release date etc. From the social media perspective, i.e. dynamic, we would be looking at trending hashtags on Twitter related to the movie. As a huge amount is invested in making a film, it is a concerning aspect for the production house, and thus would be beneficial for the investors if a certain prediction is given. The primary aim is to find the relation between the attributes to arrive at the conclusion using a data mining algorithm. A movie score is calculated by comparing a movie's attributes with other movies in a dataset with similar attributes that provide a good deal of prediction. Various mechanisms available in data mining are used to identify whether each film is good or bad. This system is especially useful for producers because it allows them to rate movies before they are released and change the way they post-produce to increase their chances of success.

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 Keywords

Data Mining, Movie Success Prediction, Sentiment Analysis, Twitter

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 Abstract

3D printing is an additive manufacturing technique where the 3D parts are made with the addition of multiple layers on of others with help of CAD software. The printing can be done with the help of different procedures like SLS (Selective Laser Sintering), LOM (Laminated Object Manufacturing), SLA (Stereolithography), etc. 3D printing machines have 4 axes which 3 axes are X, Y, Z, and the fourth one is an extruder. The process adopted by us is FDM technology in which different materials such as ABS, HIPS, PLA, etc. can be used. By heating the filament material to its melting point and laying it layer by layer. A combination of multiple layers on top of the other will give the required 3D object. In this project, we explore AI monitoring of the FDM-build process with custom 3D printer equipment and both third-party and custom firmware software. We also theorize on the future of smart monitoring.

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3D Printing, Rapid Prototyping, FDM, SLA, SLS, AI Monitoring.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Abstract Introduction: Child maltreatment often goes hand in hand with numerous other adverse life experiences like poverty, desuetude, overcrowding, substance abuse of family members, lack of adequate medical care, parents' unemployment, and parents' psychopathology. The present retrospective survey attempted to find out the magnitude of child abuse among nursing students as children and to find out the incidences of various types of child abuse among them during their childhood. This study was primarily aim to find out the percentage of students who experienced various types of violence and atrocities as children. Results: A total of 136 students participated in the study. Data on experiences of childhood abuse, 56.68(78) participants expressed that they had childhood abuse.12.3% of the participants were abused by parents, 10.7% were abused by elders at home, 10.7% had abuse from teachers and 8.3% had abuse from relatives. 35.4% of the participants had emotional neglect and abuse, 23.7% had experienced molestation, and 17.6% experienced molestation from parents, relatives, visitors at home and 5% had experience from strangers too. These molestations were real sexual contact and not just exposure. Discussion: Majority of them found emotional blackmailing is a frequent strategy used by abusers to keep children away from disclosing the event to anyone. Though child abuse shows the staggering financial costs, no price can be kept on the emotional cost of abuse that produce irreversible behaviour that makes the life of the abused and others around miserable. Conclusion: Child abuse can happen anywhere like inside homes, schools, foster care institutions, at playgrounds, work places and online as well, through social networking sites. Hence it is essential to bring about a holistic approach to the study of Child Abuse, its prevention and its impact on the lives of children.

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Child abuse, molestation, emotional abuse

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The blockchain is a technological innovation that will have a profound impact on our business environment in the coming decades. It will change how business processes happens today and how It will be done in coming future also having great impact in the economy. Blockchain keeps the record of the data security, integrity and transparency. Till date the research related to blockchain is around the cryptocurrency like bitcoin and very less research regarding the other applications of blockchain technology in the other sectors. But in this paper, we will try to mark light on the other applications and challenges of blockchain technology.

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Blockchain, Cryptocurrency, Smart Contracts, Decentralized

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Land reclamation, landfilling, Artificial Island, coastal areas

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Researchers have focused on the concept of sustainable developmentlooking forward to invent something new using non-conventional energy. Light transmitting concrete(LTC) or LiTraCon is an example of such phenomenal invention. This review evaluates the principles involved in it, manufacturing process, pros andcons and applications of LitraCon. It has been described how the Litracon developed from 90's and outstretch.Embedding optical fibres in the concrete reduces electricity demands. Hence, it can be used as an eco -friendly alternative to traditional concrete in the near future. The applications of LiTraCon illustrates its positive impact worldwide. LiTraCon can become an affordable alternative for both commercial and residential projects.

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8617884180

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EFFECT OF TREATMENT, INTELLIGENCE AND THEIR INTERACTION ON ACADEMIC ACHIEVEMENT AMONGEST GRADE XI STUDENTS Dr. Monika Singh The educational process includes teaching learning process which acts as a platform for learning. It is a concern of how the class is analyzed and synthesized and the manner in which instruction is applied. For applying effective online instruction the instructor must needs to know how the technological based tools will be implement, how to manage traditional communication into technology dependent communication, and how to deviate from traditional class and connect the directions of conversations to all those, who can facilitate and guide the learning process amongst students who are interested and engaged in the task. There was no significant effect of Intelligence on Academic Achievement of learners when Pre-Academic Achievement is taken as covariate. In this light, the null hypothesis that there is no significant effect of Intelligence on Academic Achievement of learners when Pre-Academic Achievement is taken as covariate is not rejected. It may therefore, be said that Academic Achievement of learners was found to be independent of Intelligence when Pre-Academic achievement is taken as covariate. The null hypothesis that there is no significant effect of interaction between Treatment and Intelligence on Academic Achievement of learners when Pre Academic Achievement is taken as covariate is not rejected. It may, therefore, be said that Academic Achievement was found to be independent of the interaction between Treatment and Intelligence when Pre-Academic Achievement is taken as covariate. EFFECT OF TREATMENT, INTELLIGENCE AND THEIR INTERACTION ON ACADEMIC ACHIEVEMENT AMONGEST GRADE XI STUDENTS Dr. Monika Singh The educational process includes teaching learning process which acts as a platform for learning. It is a concern of how the class is analyzed and synthesized and the manner in which instruction is applied. For applying effective online instruction the instructor must needs to know how the technological based tools will be implement, how to manage traditional communication into technology dependent communication, and how to deviate from traditional class and connect the directions of conversations to all those, who can facilitate and guide the learning process amongst students who are interested and engaged in the task. There was no significant effect of Intelligence on Academic Achievement of learners when Pre-Academic Achievement is taken as covariate. In this light, the null hypothesis that there is no significant effect of Intelligence on Academic Achievement of learners when Pre-Academic Achievement is taken as covariate is not rejected. It may therefore, be said that Academic Achievement of learners was found to be independent of Intelligence when Pre-Academic achievement is taken as covariate. The null hypothesis that there is no significant effect of interaction between Treatment and Intelligence on Academic Achievement of learners when Pre Academic Achievement is taken as covariate is not rejected. It may, therefore, be said that Academic Achievement was found to be independent of the interaction between Treatment and Intelligence when Pre-Academic Achievement is taken as covariate. EFFECT OF TREATMENT, INTELLIGENCE AND THEIR INTERACTION ON ACADEMIC ACHIEVEMENT AMONGEST GRADE XI STUDENTS Dr. Monika Singh The educational process includes teaching learning process which acts as a platform for learning. It is a concern of how the class is analyzed and synthesized and the manner in which instruction is applied. For applying effective online instruction the instructor must needs to know how the technological based tools will be implement, how to manage traditional communication into technology dependent communication, and how to deviate from traditional class and connect the directions of conversations to all those, who can facilitate and guide the learning process amongst students who are interested and engaged in the task. There was no significant effect of Intelligence on Academic Achievement of learners when Pre-Academic Achievement is taken as covariate. In this light, the null hypothesis that there is no significant effect of Intelligence on Academic Achievement of learners when Pre-Academic Achievement is taken as covariate is not rejected. It may therefore, be said that Academic Achievement of learners was found to be independent of Intelligence when Pre-Academic achievement is taken as covariate. The null hypothesis that there is no significant effect of interaction between Treatment and Intelligence on Academic Achievement of learners when Pre Academic Achievement is taken as covariate is not rejected. It may, therefore, be said that Academic Achievement was found to be independent of the interaction between Treatment and Intelligence when Pre-Academic Achievement is taken as covariate. EFFECT OF TREATMENT, INTELLIGENCE AND THEIR INTERACTION ON ACADEMIC ACHIEVEMENT AMONGEST GRADE XI STUDENTS Dr. Monika Singh The educational process includes teaching learning process which acts as a platform for learning. It is a concern of how the class is analyzed and synthesized and the manner in which instruction is applied. For applying effective online instruction the instructor must needs to know how the technological based tools will be implement, how to manage traditional communication into technology dependent communication, and how to deviate from traditional class and connect the directions of conversations to all those, who can facilitate and guide the learning process amongst students who are interested and engaged in the task. There was no significant effect of Intelligence on Academic Achievement of learners when Pre-Academic Achievement is taken as covariate. In this light, the null hypothesis that there is no significant effect of Intelligence on Academic Achievement of learners when Pre-Academic Achievement is taken as covariate is not rejected. It may therefore, be said that Academic Achievement of learners was found to be independent of Intelligence when Pre-Academic achievement is taken as covariate. The null hypothesis that there is no significant effect of interaction between Treatment and Intelligence on Academic Achievement of learners when Pre Academic Achievement is taken as covariate is not rejected. It may, therefore, be said that Academic Achievement was found to be independent of the interaction between Treatment and Intelligence when Pre-Academic Achievement is taken as covariate. EFFECT OF TREATMENT, INTELLIGENCE AND THEIR INTERACTION ON ACADEMIC ACHIEVEMENT AMONGEST GRADE XI STUDENTS Dr. Monika Singh The educational process includes teaching learning process which acts as a platform for learning. It is a concern of how the class is analyzed and synthesized and the manner in which instruction is applied. For applying effective online instruction the instructor must needs to know how the technological based tools will be implement, how to manage traditional communication into technology dependent communication, and how to deviate from traditional class and connect the directions of conversations to all those, who can facilitate and guide the learning process amongst students who are interested and engaged in the task. There was no significant effect of Intelligence on Academic Achievement of learners when Pre-Academic Achievement is taken as covariate. In this light, the null hypothesis that there is no significant effect of Intelligence on Academic Achievement of learners when Pre-Academic Achievement is taken as covariate is not rejected. It may therefore, be said that Academic Achievement of learners was found to be independent of Intelligence when Pre-Academic achievement is taken as covariate. The null hypothesis that there is no significant effect of interaction between Treatment and Intelligence on Academic Achievement of learners when Pre Academic Achievement is taken as covariate is not rejected. It may, therefore, be said that Academic Achievement was found to be independent of the interaction between Treatment and Intelligence when Pre-Academic Achievement is taken as covariate. keywords - Intelligence, Academic Achievement

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Intelligence, Academic Achievement

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Micro Electromechanical Systems (MSME), Microcontroller(Arduino Uno), Bluetooth Module(HC-05), L293D Motor Driver

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Abstract: - It is the constitutional obligation of the government of India to provide for equitable education facilities for the public at large. This constitutional obligation in turn necessitates incurring public expenditure to achieve the objective. The subject matter of education appears in the concurrent legislative list of the constitution. Union and State governments therefore have joint responsibility for education. Since the last three decades India has been spending around 4% of GDP on education. In the first Policy on education adopted in 1966 the recommendations of the Kothari Commission were accepted to raise spending on education up to 6% of GFP. This target adopted in the first education policy has however not been actualised until now even though the country has promulgated two more education policies since then in 1986 and 2020. The new education policy 2020 also envisages spending 6% of GDP on education. This study is concerned with the magnitude of public expenditure incurred on education both by central and state governments under revenue and capital heads. We find that revenue expenditure on education has consistently been more than the capital expenditure which implies that governments have been spending less on development of educational infrastructure. We also find that Central Government expenditure on education has been less than that incurred by various state governments.

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Keyword - Public expenditure, education, GDP, revenue expenditure, capital expenditure etc.

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The thesis focuses on solving the problem of indoor localization using Bluetooth technology. This work shows how to build localization system using Bluetooth 4 standard. It offers practical solution for indoor localization with detailed description of developed algorithms. Based on Bluetooth RSSI (Received Signal Strength Indication) strength, position of nearby smart phones is identified. A process to generate more test points is proposed here. These test points are then exploited to choose the near points and to determine the target final location. Implementation of such localization scheme is done for an indoor setting and the presence of obstacles on signal propagation is investigated. The distance calculated on the basis of RSSI is compared with actual distance to show the effect of RSSI variation on localization.

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Estimate Distance

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 Abstract

The customer review is important to improve service for company, which have both close opinion and open opinion. The open opinion means the comment as text which shows emotion and comment directly from customer. However, the company has many contents or group to evaluation themselves by rating and total rating for a type of services which there are many customer who needs to review. The problem is some customers given rating contrast with their comments. The other reviewers must read many comments and comprehensive the comments that are different from the rating. Therefore, this paper proposes the analysis and prediction rating from customer reviews who commented as open opinion using probability's classifier model. The classifier models are used case study of customer review's hotel in open comments for training data to classify comments as positive or negative called opinion mining. In addition, this classifier model has calculated probability that shows value of trend to give the rating using naive bayes techniques, which gives correctly classifier to 94.37% compared with decision tree Techniques.

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open opinion; customer review; opinion mining; naive bayes; decision tree

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 Abstract

By reducing loss adjustment costs, improvements in the First Notice of Loss and the speed with which claims are examined and evaluated might save a lot of money in the automobile insurance claims process. Car damage is automatically identified and classified using advanced picture analysis and pattern recognition technology. A technique that compares before-and-after-accident car images to automatically detect the damaged location.

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Convolution Neural Network, Deep Learning, Image classification, R-CNN and object detection.

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Keywords: - Metal Matrix Composite, Aluminum Alloy7075, Silicon carbide, Stir casting, ultra-sonic dispersion.

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RFID, credit cards, contactless, vulnerabilities

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Geographic Information System (GIS); Multi-criteria Evaluation (MCE)Analytic Hierarchy Process (AHP); UrbanDevelopment; urban expansion

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Keywords - HTML, CSS, JAVASCRIPT, PHP

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Use of computational strategies in the field of medication has been an area of extraordinary exploration as of late. This paper proposes an efficient technique for automatic detection of the tympanic membrane / eardrum in an endoscope image. All this time, the examination of the eardrum is done manually by a doctor to possibility for human errors. Then we need a system to help doctors diagnose the eardrum. Hence automatic detection of these diseases through computational techniques would be a great remedy. In this proposed work, order and discovery of exudates in shading tympanic membrane images utilizing computerized procedure have been proposed.

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Neural network, Microsoft excel, MatLab, normal and diabetic retina scan images.

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The human brain's capacity to address a wide variety of issues is a fantastic gift that encourages scientists to begin on the ai - based revolution and apply it to a diverse range of applications. The proposed technology is a promising chessboard that, like the human brain, predicts the next placement of every chess piece based on recent game circumstances and prior learning or experience. It includes Artificial Intelligence and a player. The goal will be for Artificial Intelligence to interact and think like humans. Automation has been originally conceived to surpass humans in pre-calculated techniques that might be tiresome and predictable. Artificial Intelligence, on the other hand, can provide decision-making power to make different movements and learn new. It uses artificial intelligence techniques as with the Minimax Algorithm and the Monte Carlo Algorithm to acquire the maximum payoff and benefit over the opposition in the current situation.

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Chess, Artificial Intelligence, Predictions, Minimax Algorithm, Monte Carlo Algorithm

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Creative Commons Attribution 4.0 and The Open Definition