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检索条件"丛书名=Learning and Analytics in Intelligent Systems"

共 229 条记录，以下是31-40 订阅

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To Assess Basic Anthropometry Indices of Vietnamese People by WHO AnthroPlus Software 1

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作者： Van Hung, Mai Chuan, Vu Dinh Huyen, Pham Thanh Research Center for Anthropology and Mind Development VNU University of Education Hanoi Viet Nam Ministry of Education and Training Hanoi Viet Nam Research and Development for Real Estate Institute Hanoi Viet Nam

ISBN: (数字)9783030654078

ISBN: (纸本)9783030654061;9783030654092

This paper presents a tendency in the Northwest Vietnam estimates of mean weight, height, and chest circumference of the Vietnamese people survey between 2012 and 2016. The aim of the study is to enhance body human quality which is appropriate to the current development in Vietnam. The study shows the findings of the weight of children aged 6–19 followed a rule of body growth. There was an increase in body weight alongside with that of age. However, mean body weight values of boy and girl children are different (P © 2021, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Anthropometry

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Prediction of Autism Spectrum Disorder Using Feature Engineering for Machine learning Classifiers 1

引用

作者： Priya, N. Radhika, C. S.D.N.B. Vaishnav College for Women University of Madras Tamil Nadu Chennai India

ISBN: (数字)9783030654078

ISBN: (纸本)9783030654061;9783030654092

Machine learning presents a brand new method of predicting children with Autism Spectrum Disorder (ASD) in an early stage with different behavioral analytics. Predicting autistic’s characters through screening trials is very high-priced and long duration. According to the facts of WHO, the variety of patients identified with ASD is steadily growing. Such children are essentially not able to interact with others, put off with the acquisition of linguistic, Cognitive, repetitive behavioral, speech, and non-verbal communique. The goal of the paper is to awareness of the early deduction of ASD from the affected individual. Feature engineering is a process that extracts the appropriate features from the dataset for predictive modeling. In this study, features are analyzed and reduce in three different datasets of ASD with the categories of age. The reduced feature set is investigated with the machine learning classifiers such as SVM, RANDOM FOREST (RF), KNN. The overall performance of the prognostic models is classified in the frame of accuracy and sensitivity performance metrics. In precise, the RF method categorized the data with higher precision for ASD datasets. © 2021, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Decision trees

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The Conceptual Framework for VR/AR Application in Mobile learning Environment 1

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作者： Yen, Nguyen Thi Linh Cuong, Ton Quang Phuong, Le Thi Chung, Pham Kim VNU-University of Languages and International Studies Hanoi Viet Nam VNU-University of Education Hanoi Viet Nam

ISBN: (数字)9783030654078

ISBN: (纸本)9783030654061;9783030654092

The concept of Mobile learning has paved a prospective innovation in modern education. Mobile learning environment creates new opportunity of rich technology enhanced presentation and interaction for learners. Virtual and Augmented reality (VR/AR) are new concept and tools that support them portability, accessibility, flexibility and timeless in various learning activities and resources, in the combination of real-world and computer-generated platform. Integrated VR/AR in learning environment considered for educators as being an effective approach to enhancing students’ creativity, competencies in practice. Furthermore, VR/AR integration in mobile learning requires concepts of the framework which can be related traditional learning theories, its potential applications, current challenges and future directions for designing and developing educational lesson-experiences. A conceptual framework has been presented to address the design and integration emerging technology VR/AR to support and facilitate immersive learning environment. © 2021, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Augmented reality

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Design of Low Power Low Jitter Delay Locked Loop in 45 nm CMOS 1

引用

作者： Latha, P. Sivakumar, R. Ramana Rao, Y.V. Al-Rousan, Thamer R.M.K. Engineering College Tamil Nadu Kavaraipettai India Vellore Institute of Technology Tamil Nadu Vellore India Anna University Tamil Nadu Chennai India Faculty of Information Technology Isra University Amman Jordan

ISBN: (数字)9783030654078

ISBN: (纸本)9783030654061;9783030654092

The Delay Locked Loop (DLL) are used clock recovery, time interval generation schemes, and time-to-digital conversions. The proposed modified delay cell is used with various PDs and validation is carried for utilizing different applications. The modification in the delay cell is done by shifting its behavior from static to dynamic. Simulation results of DLL implemented in Cadence Virtuoso Schematic Editor using GPDK 45 nm technology have indicated that fast locking with a periodic jitter of 8.84 ps, the phase noise of –82.55 dB/Hz with the Figure of merit (FOM) of 69 has been achieved. The proposed DLL operates in the range of 40–333 MHz with a low power consumption of 0.32 mW from 1.8 V supply. In addition to that, a comparative approach is used. One of them has an ultra-low-power operation, whereas the other one has a low jitter stable operation. © 2021, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： CMOS integrated circuits

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A Novel and Smart Parking System for the University Parking System 1

引用

作者： Madhumitha, V. Sudharshini, V. Muthuraja, S. Rajagopal, Sivakumar Angayarkanni, S.A. Al-Rousan, Thamer School of Electronics and Communication Engineering Vellore Institute of Technology Vellore India R.M.K Engineering College Tamilnadu Kavaraipettai India Faculty of Information Technology Isra University Amman Jordan

ISBN: (数字)9783030654078

ISBN: (纸本)9783030654061;9783030654092

The necessity of an efficient and reliable car parking system is felt widespread in today’s technologically advanced world. In the Vellore Institute of Technology, car owners find it a very tedious task to search for car parking slots across the campus. Thus, our system caters to the need of such individuals by replacing the existing traditional method with an efficient car parking system. The proposed system finds a parking slot without any hassle is achieved by the use of a reliable smart app along with a cost-efficient and an accurate infrared sensor. Successful implementation of this technique leads to fewer traffic jams and hence judicious use of time. © 2021, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Infrared detectors

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A Survey on Identification of Illegal Wildlife Trade 1

引用

作者： Nalluri, Sravani Kumar, S. Jeevan Rishi Soni, Manik Moin, Soheb Nikhil, K. Department of Computer Science VNR VignanaJyothi Institute of Engineering and Technology Hyderabad India

ISBN: (数字)9789811592935

ISBN: (纸本)9789811592928;9789811592959

From the last two decades, there was a huge climb in the web where there are various changes in the criminal activities, through which various opportunities have risen and one of them is wildlife trafficking. Wildlife trafficking is increasing rapidly across the world and becoming a threat to various survival of species as well as to the security of the whole world. The researchers have examined this illegal wildlife trade using various theoretical frameworks, but the attention is not drawn over the ways of trade that is being happened on the web for a very long time. Thus, this paper gives a brief review of the present literature to check these gaps in the web as well as recommends empirical research in the difficulty of animal trafficking in the future. This paper also highlights the online wildlife trafficking, which is happening to date and the methods that were used to identify this illicit trade. © 2021, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Animals

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Facial Emotion Recognition to Examine Human Face Using Hybridization Method 1

引用

作者： Sravanthi, A. Sindhuja, B. Lakshmi Rohitha, D. CSE Department GRIET Hyderabad India CSE Department ACE Hyderabad India

ISBN: (数字)9789811592935

ISBN: (纸本)9789811592928;9789811592959

Emotion recognition is a method used to inspect the ones internal feelings on a human face by using a technique Facial recognition technology can be used for authentification, recognition, and verification across various industries, including KYC, payment verification, and access control. Moreover, its aptitude is first to inspect facial expressions for emotions like happiness, sadness, surprise, anger, etc., Facial expression recognition is progressively receiving attention now a days. A person will express feelings through their emotions. The expressions are the exterior signals communicate the internal feelings of a person. Face appearances are divided into 7 feeling states (neutral, happy, sad, disgust, surprise, fear, and anger). The present paper is about hybrid method for face expression or emotion recognition. LBP and PCA are two methods individually used to recognize face. LBP method is used for local feature extraction. LBP method is incredibly sensitive to noise and can’t distinguish between a powerful and a weak pattern. PCA used for global feature extraction. An Hybridization method can be used for face expression recognition to improve the authentication process. © 2021, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Local binary pattern

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Issue Resolution Process: Salesforce 1

引用

作者： Rishika, Ch. Sirisha Devi, J. Department of Computer Science and Engineering Institute of Aeronautical Engineering JNTUH Hyderabad India

ISBN: (数字)9789811592935

ISBN: (纸本)9789811592928;9789811592959

The world we live in today is fully synchronized with the data being generated every second using cloud. One such company that delivers cloud services is "Salesforce." Salesforce is a cloud-based software organization providing Customer-Relationship Management (CRM) services. This paper proposes the case escalation concept and how it can solve the issue mentioned by the customers in the specified time. Case Escalation, also known as Issue Resolution Process, is done when an issue reported by the customer is left unresolved. This mechanism will be crystal clear when a sample of data is taken. The data project the issues arriving at a pediatric hospital with different departments. An interesting feature of Salesforce will take a big hand in this application to resolve a problem regarding the purchase of licenses for each and every manager in each department, on a whole containing more than 50 departments. This feature helps to provide access of the application to the managers, executives, directors, president, vice president, to solve the case without having a licensed account on Salesforce. The cases will be solved depending on its priority whether high, moderate or low. This paper also defines the outline of stimulating traits for further improvements. © 2021, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Managers

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Smart Dustbin: A Reward Provider 1

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作者： Gaddam, Ankitraj Kousar Nikhath, A. VNR Vignana Jyothi Institute of Engineering and Technology Hyderabad India

ISBN: (数字)9789811592935

ISBN: (纸本)9789811592928;9789811592959

Today, an average resident produces seven and a half pounds of garbage every day and that is buried down in landfills and litters lands costing a great amount of money and environmental damage. Nowadays, people face no more critical trouble than the need to save the weakening environment, mainly in urban areas, where solid wastes are uselessly dumped. Although an intrinsic part of our everyday routines, the dustbin’s role as a mediator of changing waste practices has rarely been considered. The idea to exalt simple acts in civil behaviour may not set a good example, but is a start nevertheless towards fostering a culture where these actions are given the attention they deserve. This paper presents an IOT innovation in the form of a smart dustbin with real-time waste monitoring system that integrates multiple technologies, such as mobile technologies, sensors and wireless communication technologies. The main idea of the smart dustbin evolves from the traditional basic dustbins to have multiple smart features, like: to have two bins, one for the wet waste and another for the dry waste. As soon as the person throws the trash into the smart bin, the smart dustbin provides a reward as an incentive. Rewards include internet facilities, coupons for different payment driven apps, wallet money. Smart dustbin also provides the location of the bins, so as to notify the concerned department to come and collect the trash when the smart bin is full with the shortest path distance navigation with data analytics and also to provide the garbage collectors with rewards for successfully emptying the smart dustbin with the rewards for encouraging them. The aim of this paper is to provide an efficient and cost-effective waste collection management system, while encouraging the individuals to put the trash where it belongs, hence providing clean, healthy and green environment. © 2021, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Bins

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Application of Virtual Reality and Augmented Reality Technology for Teaching Biology at High School in Vietnam 1

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作者： Lai Phuong, Lien Nguyen Thuy, An Nguyen Thi Thuy, Quynh Nguyen Ngoc, Anh VNU University of Education Hanoi Viet Nam

ISBN: (数字)9783030654078

ISBN: (纸本)9783030654061;9783030654092

Augmented Reality, or AR for short, is a technology that helps users interact with virtual content in real environments. Virtual Reality (VR), abbreviated as VR, is a virtualized (digitized) virtual environment and performed on computers or smart mobile devices. Thanks to the outstanding feature of simulating images in 3D, VR/ AR is one of the effective support tools in teaching in general and Biology in particular. In Vietnam, VR technology/AR technology (VRT/ART) has been initially applied in teaching, however, there are still many shortcomings for many reasons. In this article, the author proposes a process and assessment of the status of VRT/ART application in biology teaching at high schools in Vietnam and initially tests the effectiveness of applying VRT/ART to teaching specific content. This research plays a fundamental role, opening more in-depth studies in applying VRT/ART to teaching in Vietnam. © 2021, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Biology

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