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Prediction of Heart Disease Using Machine Learning Algorithms 2

Prediction of Heart Disease Using Machine Learning Algorithm...

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2nd IEEE international conference on Interdisciplinary Approaches in Technology and Management for Social Innovation, IATMSI 2024

作者： Burle, Rushikesh Gaurkhede, Sanskruti Dewangan, Leelkanth Pacharaney, Utkarsha Datta Meghe Institute of Higher Education and Research Artificial Intelligence and Machine Learning Faculty of Engineering and Technology Mahartashtra Wardha442001 India Datta Meghe Institute of Higher Education and Research Computer Science and Design Faculty of Engineering and Technology Mahartashtra Wardha442001 India Datta Meghe Institute of Higher Education and Research Artificial Intelligence and Data Science Faculty of Engineering and Technology Maharashtra Wardha442001 India

ISBN: (纸本)9798350360523

In India, heart disease claims the lives of about one person every day. The human body's most vital organ is the heart. The heart has two primary purposes: first, it gathers blood from body tissues and pumps it to the lungs;second, it gathers blood from the lungs and pumps it to all body *** disease has claimed the lives of many people. Predicting that disease at the appropriate moment is crucial, for this reason. Making use of machine learning Additionally, illnesses are easily identified and anticipated. It also covers the use of many algorithms on the Heart Disease Dataset. The dataset used in this research was obtained from Kaggle. Analyzing fundamental machine learning algorithms for the prediction of heart disease, such as Random Forest, K-Nearest Neighbours, Decision Tree Classifier, and Support Vector Machine, is the primary goal of this study. Our Acquired Model for The Decision Tree Classifier has a score of 79.0%. And the Random Forest Classifier has an 84.0% score. With a linear kernel, the Support Vector Classifier scores 83.0%. Next, K Neighbours Classifier~ outperformed all previously employed methods, achieving the maximum score of {87%} with ~8 nearest result. RF (Random Forest), K-Nearest Neighbours Algorithm, and Decision Tree, together with Python programming and Visual Studio, which excels at both data and code. © 2024 IEEE.

关键词： Heart

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Deploying a web service application on the EdgeX open edge server: An evaluation of its viability for IoT services 2

Deploying a web service application on the EdgeX open edge s...

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2nd international conference on Machine Learning and Data engineering, ICMLDE 2023

作者： Dhulfiqar, Aalwahab Abdala, Mohammed A. Pataki, Norbert Tejfel, Máté Department of Programming Languages and Compilers Faculty of Informatics Eötvös Loránd University 1/C Pázmány Péter st. BudapestH-1117 Hungary AL-Hussain University College Department of Medical Instrumentation Techniques Engineering Karbala Iraq

With the advent of 5G and the promise of 6G, edge computing is becoming increasingly important. Edge computing involves the proximity of computational resources to the devices and sensors responsible for data generation, reducing delay and improving real time data processing capabilities. EdgeX is an openly available framework designed for edge computing. that provides a platform for building IoT services and applications. In this paper, we evaluate the EdgeX open edge server for use in IoT services. We first deploy a web service application into the edge using a specific port, and then test the EdgeX server to see whether it can be used as a reliable and effective open-source edge server. Our results show that the EdgeX server is capable of supporting IoT services and can be used as an open-source edge server for a variety of applications. We conclude that EdgeX is a valuable resource for developing edge computing solutions, and that the open edge server can significantly contribute to the advancement of forthcoming IoT service innovations. © 2024 Elsevier B.V.. All rights reserved.

关键词： Edge computing

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Evaluation Indian Technical Institutions using VIKOR Method 1

Evaluation Indian Technical Institutions using VIKOR Method

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1st international conference on Cognitive Computing and engineering Education, ICCCEE 2023

作者： Mohan, Narendra Agrawal, Rishi GLA University Department of Computer Engineering Applications Mathura India

ISBN: (纸本)9798350332803

There is an extremely good possibility to examine the rating overall performance of these five types of VIKOR machine with their original number. When fixing two illustrative examples, the principle consciousness of this observe is aimed at evaluating the rating overall performance of all six sorts of VIKOR strategies. It also seeks to find the fine-acting VIKOR approach using Spearman's rank correlation coefficients. After China, this U.S. S. A. It ranks 2nd internationally in populace. Despite the large range of human beings inside the arena within the running age corporation, there may be a loss of abilities and competencies to paintings with. Making human resources suitable for employment via providing proper education with the aim of meeting the growing want of The quick developing economic machine is the largest undertaking facing America nowadays. The listing of top era businesses in India consists of a set of companies called IITs. The reason of this have a observe is to assess the general overall performance of these IITs based on a number of criteria. In this take a look at, we have taken into consideration seven IITs in Kharagpur, Bombay, Madras, Kanpur, Delhi, Guwahati and Roorkee that are coded as A, B, C, D, E, F and G respectively. Indian Institute of Technology (IIT) 2nd, Indian Institute of Management (IIM) 1st, Indian Institute of science (IISc) 3rd, Indian Institute of Information Technology (IIITs) 4th, and in the end National Institute of Technology (IIT) NITs) is also ranked 5th. In this paper we used VIKOR for ranking VIKOR method is the most ideal solution Short-distance and Alternative The solution with the longest distance from the solution Determines, but the comparison of these distances Does not consider importance. Indian Institutes of Technology (IITs), Indian Institutes of Management (IIMs), Indian Institute of science (IISc), Indian Institutes of Information Technology (IIITs), National Institutes of Technology (NITs). Evaluation Par

关键词： C (programming language)

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A Novel ACM/ICPC-Based C++ Paperless Examination System 2

A Novel ACM/ICPC-Based C++ Paperless Examination System

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2nd IEEE international conference on Educational Technology, ICET 2022

作者： Zheng, Yunping Sarem, Mudar School of Computer Science and Engineering South China University of Technology Guangzhou China General Organization of Remote Sensing Damascus Syria

ISBN: (数字)9781665485531

ISBN: (纸本)9781665485531

The ACM/ICPC is recognized as the largest and highest level international collegiate programming contest in the world, and it is one of the most important ways to train and select top students in computer science worldwide. Currently, C++ is the most popular and practical computer advanced programming language in the world. It is an important professional main course and one of the main tools for teaching programming and computer software development. It has become a programming course for universities and colleges. With further deepening of education reform, the paperless examination has become an important sign of the college examination reform, and its advantages have become more and more obvious. Also, the paperless examination has gradually become a trend of various examinations. Although there have been some paperless examination systems, but these systems usually can only automatically score four types of objective questions, including true and false questions, fill-in-the-blank questions, single-choice questions and multiple-choice questions. These paperless examination systems are still unable to conduct fair and impartial automatic scoring for programming questions which are however important subjective questions. In response to this problem, based on the ACM/ICPC platform, we propose a new design method for the C++ paperless examination system, which realizes the automatic scoring of C++ examinations. The system can greatly improve the flexibility, fairness, impartiality, credibility and work efficiency of the examination. Our design system can be an important platform for deepening the teaching reform of colleges and universities, promoting the innovation of C++ teaching, and improving the efficiency of college examinations. Therefore, it has a certain promotion and demonstration value. © 2022 IEEE.

关键词： Software design

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Screw Dynamics of a Bipedal Humanoid Robot 2nd

Screw Dynamics of a Bipedal Humanoid Robot

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2nd international conference of Mechanical System Dynamics, ICMSD 2023

作者： Sun, Han-Lin Zhao, Dong-Jie Zhao, Jing-Shan State Key Laboratory of Tribology Department of Mechanical Engineering Tsinghua University Beijing100084 China

ISBN: (纸本)9789819980475

The dynamics modeling of bipedal humanoid robots is the foundation of robot torque control. A new dynamics modeling method for a bipedal humanoid robot is demonstrated. First, the dynamics equations of the multi-rigid body system are derived in screw form. The dynamics in screw form is investigated in the theorem of the momentum screw which provides a new dynamics modeling method and reveals the relationship between the momentum screw and the force screw. It brings a new perspective to the research of screw theory. Based on the momentum screw theorem, the dynamic balance conditions for a mechanical system can be obtained. This can provide a reference for the design of dynamic balance controllers. Then, the structure of the bipedal humanoid robot is introduced and the inertia parameters of each rod are calculated. The kinematics of the leg is analyzed. Based on kinematics, the dynamics modeling of the kinematic chain was established. The dynamics for solving the driving torques make the method very suitable for computer programming. Lastly, dynamics simulations of the bipedal humanoid robot have been done to verify the effectiveness of the proposed method in this paper. This methodology provides a new way for the dynamics analysis of complicated spatial manipulators. © The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024.

关键词： Screws

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Design of Control System for Rotating LED Display Based on Single Chip Microcomputer 2

Design of Control System for Rotating LED Display Based on S...

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2nd international conference on Electrical engineering and Control science, IC2ECS 2022

作者： Luo, Jieshi Zhou, Liang Wu, Hongyi Luo, Jinliang University of South China Department of Mechanical Engineering Hengyang421001 China

ISBN: (纸本)9798350399165

Modern Light Emitting Diode(LED) display screen has a wide range of applications, but its structure is simple and lacks creativity. At present, LED screens are powered by rotating parts and batteries, so the battery capacity is rather small and cannot work continuously. Thus, a method which can effectively use resources, reduce cost and make up for the shortage of rectangular display screen is required. In terms of software, keiluvision5 development platform and Combined programming Language are used to design it into a reasonable programming algorithm and download it to MCU minimization system to realize the control of the whole display. In terms of technology, based on the deep understanding of LED rotary display technology, this paper uses STC12C5A32S2 single chip microcomputer as the control center, and connects the components in series;The precise display of date and time is realized through DS1302, which enhances the practicability;The constant rotation speed is realized through the infrared diode, which is combined with the program to ensure that the normal text and image can be displayed;Use the welding of Printed Circuit Board(PCB) to make the production more efficient;Using wireless power supply can not only work continuously, but also prolong the service life of the system. © 2022 IEEE.

关键词： Microcomputers

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New Approaches for String Site-Removal Problem 27

New Approaches for String Site-Removal Problem

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27th international conference on Knowledge Based and Intelligent Information and engineering Sytems, KES 2023

作者： Strak, Lukasz Wieczorek, Wojciech Nowakowski, Arkadiusz Faculty of Science and Technology University of Silesia in Katowice Bankowa 14 Katowice40-007 Poland Department of Computer Science and Automatics University of Bielsko-Biala Willowa 2 Bielsko-Biala43-309 Poland

The string site-removal problem (SSRP) originates from the field of computational biology and is known to be NP-hard. The problem is defined on the set of strings of equal length and an integer k, and its goal is to find the largest subset of the strings that become identical after removing at most k sites (columns). This paper proposes two new approaches to SSRP. The first is an exact algorithm that uses the quadratically constrained program (QCP). The second approach combines QCP and genetic algorithm (GA). In a series of experiments, we showed that our exact program performs faster on average than the state-of-the-art method (Integer Linear programming, ILP). Regarding heuristic approaches, our new proposal gives the identical results as the state-of-the-art reference method (Large Neighborhood Search, LNS) with the same CPU time budget. All source codes and benchmark instances we made publicly available via GitHub. © 2023 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC-nd license (https://***/licenses/by-nc-nd/4.0)

关键词： genetic algorithm most strings with few bad columns problem quadratically-constrained program string site-removal problem

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An Investigation on the Possibility of Retrofitting 3D Printers from Local Scrap E-Waste in Nigeria 2nd

An Investigation on the Possibility of Retrofitting 3D Print...

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2nd international conference on science, engineering Management and Information Technology, SEMIT 2023

作者： Ako, Paul Amaechi Anyaoha, Chukwuemeka Onyedinma Ononiwu, ndudim Henry Nwobodo-Anyadiegwu, Eveth Nkeiruka Department of Mechanical Engineering University of Nigeria Nsukka Nsukka Nigeria Department of Quality and Operations Management School of Mechanical and Industrial Engineering Faculty of Engineering and the Built Environment University of Johannesburg Johannesburg South Africa UNN Nsukka Nigeria

ISBN: (纸本)9783031722868

Three-dimensional (3D) printing is an additive manufacturing procedure, with capability of producing desired materials under computer control. While the technology is fast gaining global momentum, the cost is still prohibitive, especially in low-income economies. This places substantial hindrance to its enormous benefits of good aesthetic finish and precision of throughputs, among others. Development of 3D printers from Electrical/Electronic-waste can improve environmental sustainability. This study attempts to utilize the ubiquitous electrical and electronic waste materials prevalent in Nigeria to fabricate a cost-effective 3D printing demonstration unit, which can be used to introduce students to additive manufacturing. Using an experimental research approach, the study was divided into three different phases, which include: scrap gathering, sorting, characterization and specification;fabrication and assembly as well as programming and calibration. The results show that E-waste scraps, which constitute menacing waste management issues, can convert to wealth through deployment in 3D printer fabrication and utilization. © The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.

关键词： Retrofitting

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Monitoring and Controlling Data Through the Internet of Things (IOT) System: A Framework to Measure the Public Health 2

Monitoring and Controlling Data Through the Internet of Thin...

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2nd international conference on Advance Computing and Innovative Technologies in engineering, ICACITE 2022

作者： Veeraiah, Vivek Prasad, Arun B Sapna, S. Verma, Devvret Pranavan, S. Dasuki, Ali Ibrahim Adichunchanagiri University Computer Science Department of R&d Karnataka Mandya India Institute of Law Nirma University Gujarat Ahmedabad India . India Graphic Era Deemed to Be University Department of Biotechnology Uttrakhand Dehradun India Dhanalakshmi Srinivasan College of Engineering Civil Engineering Salem to Kochin National Highway Near Nandhi Temple Navakkarai-PO Coimbatore India Yusuf Maitama Sule University Department of Business Administration Kano Nigeria

ISBN: (纸本)9781665437899

Associating and sharing information by means of the web between actual things, or 'things,' coordinated with sensors, programming, and different advances are known as the Internet of Things (IoT). In order to improve technology through IoT, there have been a number of important studies and investigations. This study exhibits how the Internet of Things might be utilized to screen wellbeing. In this research work, with the help of IoT based human wellbeing checking framework the information circulatory strain, beat rate, internal heat level, pulse, and other crucial signs are providing to the internet. The use of IoT for the human health monitoring system in later on future, need a very accurate assessment of risk and this is required to provide a long term information to the device. © 2022 IEEE.

关键词： Internet of things

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Text Analysis Based on Natural Language Processing (NLP) 2

Text Analysis Based on Natural Language Processing (NLP)

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2nd international conference on Advances in engineering science and Technology, AEST 2022

作者： Flayeh, Azhar Kassem Hamodi, Yaser Issam Zaki, Nashwan Dheyaa Ministry of Higher Education & Scientific Research Department of Computer Engineering & Information Technology Baghdad Iraq Ministry of Higher Education & Scientific Research Computer Engineering College of Electrical and Electronic Techniques Baghdad Iraq University of Information Technology and Communications College of Engineering Media Technology Engineering Baghdad Iraq

ISBN: (纸本)9798350334906

In the modern era of information explosion, where there is enormous information including thousands and millions of texts loaded on the Internet of over 1.2 million terabytes, there are no accurate statistics on the size of texts within this huge amount of data. Given the multiplicity of websites on the Internet and the spread of social networking services like Twitter, for example, it is stated that about 6000 tweets are posted per second in the year 2019. This work aims to analyze these texts through resorting to artificial intelligence to help solve this problem. In this article, a review is presented on the latest concepts in the field of word processing, information extraction, and implementing an interface for text analysis using the C++ programming language and Visual Studio 2015 edition. A comparison is made between two articles in terms of the number of verbs, prepositions, article strength, number of letters, with the possibility of sorting the text into verbs, nouns, object, and adjectives, as will be displayed in the program interface. © 2022 IEEE.

关键词： Sentiment analysis

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