2022 IEEE Pune Section International Conference (PuneCon)最新文献

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Heart Failure Prediction with Ensembled Learning 用集成学习预测心力衰竭
2022 IEEE Pune Section International Conference (PuneCon) Pub Date : 2022-12-15 DOI: 10.1109/PuneCon55413.2022.10014832
D. Vora, Sashikala Mishra, Anindita Mukherjee, Shivanshi Tiwari, Sudhanshu Thakur, Swanil Biswas
{"title":"Heart Failure Prediction with Ensembled Learning","authors":"D. Vora, Sashikala Mishra, Anindita Mukherjee, Shivanshi Tiwari, Sudhanshu Thakur, Swanil Biswas","doi":"10.1109/PuneCon55413.2022.10014832","DOIUrl":"https://doi.org/10.1109/PuneCon55413.2022.10014832","url":null,"abstract":"Cardiovascular disease is becoming an increasingly problematic world today. Sudden arrest of Aldous can lead to serious illnesses such as brain damage, nervous system disorders and even death. This makes heart failure disorder to be predicted on an early stage rather than repenting later[8]. A proposed decision support system based on machine learning helps physicians efficiently diagnose patients with heart disease. However, these diseases can be predicted using various machine learning models. Performance is evaluated using logistic regression, K-nearest neighbor method, random forest, and ANN. The accuracy of the random forest algorithm is 83.15%. This was far more accurate than the other algorithms described earlier. The proposed Ensemble learning is used to improve where more classification algorithms can be used simultaneously on a single dataset. The accuracy of the proposed model is 86.41 %. The proposed model helps in predicting the heart disease of various people with various complications.","PeriodicalId":258640,"journal":{"name":"2022 IEEE Pune Section International Conference (PuneCon)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127255402","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Study and Analysis of 4G-5G Spectrum Mobile Signals on Germination Seed and Further Growth 4G-5G频谱移动信号对种子萌发和进一步生长的研究与分析
2022 IEEE Pune Section International Conference (PuneCon) Pub Date : 2022-12-15 DOI: 10.1109/PuneCon55413.2022.10014737
Sharad Pustake, Vivek Upadhyaya, Mahesh M. Bundele
{"title":"Study and Analysis of 4G-5G Spectrum Mobile Signals on Germination Seed and Further Growth","authors":"Sharad Pustake, Vivek Upadhyaya, Mahesh M. Bundele","doi":"10.1109/PuneCon55413.2022.10014737","DOIUrl":"https://doi.org/10.1109/PuneCon55413.2022.10014737","url":null,"abstract":"Day by day the number of Radio Frequency Transmitting User Devices (RUD), mobile or static, are getting increased in and around living objects (LO). The near exposure of these Radio Frequencies Radiations to a specific LO, at a given place, under given environmental conditions, at unscheduled time of intervals, may affect its growth and survival, positively or negatively, as compared to the growth and survival of LO without presence or far presence of these RUDs is subject of study. The impact of effect will depend on the surface of exposure, field strength of signal at the surface of exposure, both these factors depend on Frequency, distance and radius of first Fresnel zone. Considering commonness of 800/1700/1800 MHz frequency band for 4 G & 5G communication system, the impact of RUD radiations in this band have been planned, the uplink and down link RF radiation pattern studied and accordingly test set-up has been designed and first experiment conducted on Butter Bean seeds and observed the impact on the biochemistry parameters after two to three weeks of exposure at regular interval during germination and growth. The first set of readings exhibit low values as compared to control.","PeriodicalId":258640,"journal":{"name":"2022 IEEE Pune Section International Conference (PuneCon)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123092497","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Autonomous Metro - A Step Towards Automation 自动地铁——迈向自动化的一步
2022 IEEE Pune Section International Conference (PuneCon) Pub Date : 2022-12-15 DOI: 10.1109/PuneCon55413.2022.10014746
Aniket D. Kulkarni, Bhagyesh B. Joshi, Anushree A. Panse, Krishna M. Shah
{"title":"Autonomous Metro - A Step Towards Automation","authors":"Aniket D. Kulkarni, Bhagyesh B. Joshi, Anushree A. Panse, Krishna M. Shah","doi":"10.1109/PuneCon55413.2022.10014746","DOIUrl":"https://doi.org/10.1109/PuneCon55413.2022.10014746","url":null,"abstract":"India's transport sector is large and diverse. However, this sector is still not able to match the pace of the rising demands. Significant improvements in this sector are in progress and development phases to modernise and meet the rising demands. With the introduction of metros nowadays, modern technologies and improved transport are changing the existing transportation scenario. However, there is a huge scope for improvement in existing metro operations in terms of automation. The existing metro systems are manually operated and, in a way, prone to human errors or faults, causing accidents and are inefficient in terms of accuracy, fuel consumption, comfort, safety and security. The proposed system aims to develop a prototype and eliminate the need for drivers by making it autonomous. Various experiments on the prototype are conducted to ensure all the objectives of the proposed system are met and results of the same are discussed in the paper in brief.","PeriodicalId":258640,"journal":{"name":"2022 IEEE Pune Section International Conference (PuneCon)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134501860","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Real Time Network Intrusion Detection using Machine Learning Technique 基于机器学习技术的实时网络入侵检测
2022 IEEE Pune Section International Conference (PuneCon) Pub Date : 2022-12-15 DOI: 10.1109/PuneCon55413.2022.10014863
Adrian Dsouza, Vedant Lanjewar, Abhishek Mahakal, S. Khachane
{"title":"Real Time Network Intrusion Detection using Machine Learning Technique","authors":"Adrian Dsouza, Vedant Lanjewar, Abhishek Mahakal, S. Khachane","doi":"10.1109/PuneCon55413.2022.10014863","DOIUrl":"https://doi.org/10.1109/PuneCon55413.2022.10014863","url":null,"abstract":"This paper reflects the work carried out in network security using distinctive machine-based learning techniques. In response the exponential increase in network space breaches and data leaks, the demand for a system that can detect anomalies and notify the system admin is imperative. Using packet sniffing modules, we capture the packets and then compare them to a pre-trained machine learning module trained on the NSL KDD dataset to detect ambiguous packets. By selecting the desired port, the IDS (Intrusion Detection System) sniff all incoming packets and categorizes them as anomalous if their behavior is not normal. On successful prediction, we present the user with a choice to act against the prescribed threat or ignore it as per the user's request. A detailed analysis report shall then be presented periodically to provide an overview of the overall health of the system on which our IDS system has been deployed.","PeriodicalId":258640,"journal":{"name":"2022 IEEE Pune Section International Conference (PuneCon)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134292870","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Photoplethysmography Sensors Concept and Advancements: A Review 光容积脉搏波传感器的概念与进展综述
2022 IEEE Pune Section International Conference (PuneCon) Pub Date : 2022-12-15 DOI: 10.1109/PuneCon55413.2022.10014908
Shaunak Shiralkar, Atharv Bahulekar, Shardul Dhumal, Surbhi Razdan
{"title":"Photoplethysmography Sensors Concept and Advancements: A Review","authors":"Shaunak Shiralkar, Atharv Bahulekar, Shardul Dhumal, Surbhi Razdan","doi":"10.1109/PuneCon55413.2022.10014908","DOIUrl":"https://doi.org/10.1109/PuneCon55413.2022.10014908","url":null,"abstract":"With the healthcare industry growing at a rapid pace, advancements in medical diagnostics are taking high strides. One of the most eminent developments in this field, is the concept of Photoplethysmography. It is a very simple and inexpensive optical method to measure the Heart rate. PPG uses a non-invasive method that uses a light source along with a photodetector placed near the surface of the skin to measure changes in the volume of blood during its circulation. In recent times there is an increasing need of devices to measure heart-rate and other important vitals of patients in a very comfortable way. Devices employing PPG sensors are the solution to this requirement. Since they can be placed at a single location and still give quite accurate readings, they also have the potential to detect many other defects such as vascular ageing, arterial stiffness etc. along with heart rate and Spo2 oxygen level measurement. The second derivative PPG wave can give this important information, thus studying this wave can be very beneficial to doctors to predict future possible cardiac diseases. Here a comprehensive review of PPG devices is done reviewing the most prominent developments in this field. Although the PPG technology is very promising for the healthcare industry, it still poses many challenges. As PPG sensors are greatly affected by the presence of motion artifacts (MA), they are not completely reliable. The true potential of the concept of Photoplethysmography is immense, hence with this review we finally conclude that the PPG technology is indeed very promising and an upcoming concept which, with a few improvements can prove to be a boon to the health care industry.","PeriodicalId":258640,"journal":{"name":"2022 IEEE Pune Section International Conference (PuneCon)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132179854","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Flying Ad Hoc Network (FANET): Opportunities, Trending Applications and Simulators 飞行自组织网络(FANET):机会,趋势应用和模拟器
2022 IEEE Pune Section International Conference (PuneCon) Pub Date : 2022-12-15 DOI: 10.1109/PuneCon55413.2022.10014779
Ashish Singh Parihar, S. K. Chakraborty
{"title":"Flying Ad Hoc Network (FANET): Opportunities, Trending Applications and Simulators","authors":"Ashish Singh Parihar, S. K. Chakraborty","doi":"10.1109/PuneCon55413.2022.10014779","DOIUrl":"https://doi.org/10.1109/PuneCon55413.2022.10014779","url":null,"abstract":"Flying objects have always been an exciting and attractive world to feel and watch. It ranges from a fly-enabled playing toy to commercial planes. When it comes to the wireless networking domain, flying ad hoc network plays a vital role in managing and handling unmanned aerial vehicles (or drones) to serve a variety of real-time applications like inagriculture, remote sensing, terrorist location tracking, good delivery, weather prediction, forest fire monitoring and many more. Since these drones have flying capacity without any assistance from human personnel, their applicability regions are growing day by day. Now a days, this field is a center point of attraction for the researcher community due to its highly dynamic attributes and hence through this work, we present various research opportunities in this domain of drone-based networks along with a discussion to its trending applications. We have also discussed various existing simulators that are capable of modeling this kind of ad hoc domain in their platforms and are quite helpful for future investigators to understand the best-suited environment for their art-of-works in regard to this field.","PeriodicalId":258640,"journal":{"name":"2022 IEEE Pune Section International Conference (PuneCon)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132222441","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
IoT Based Theft Detection in Three Phase Distribution Line 基于物联网的三相配电线路盗窃检测
2022 IEEE Pune Section International Conference (PuneCon) Pub Date : 2022-12-15 DOI: 10.1109/PuneCon55413.2022.10014758
Vilas S. Bugade, Omkar K. Shinde, Pranav Potdar, Aditya Patil
{"title":"IoT Based Theft Detection in Three Phase Distribution Line","authors":"Vilas S. Bugade, Omkar K. Shinde, Pranav Potdar, Aditya Patil","doi":"10.1109/PuneCon55413.2022.10014758","DOIUrl":"https://doi.org/10.1109/PuneCon55413.2022.10014758","url":null,"abstract":"Power theft is the most common cause of losses in transmission and distribution global electricity supply. This issue is not exclusive to Indian enterprises; it also affects electricity providers in other countries. Every year, electricity companies lose money due to theft. Transmission loss and non-transmission loss are the two forms of losses; some research publications refer to them as technical loss and non-technical loss, respectively. Transmission loss happens when energy is transferred from the generator to the consumer. Non-transmission losses arise as a result of incorrect billing, erroneous meter readings, and electricity theft, among other things. The first two losses can be avoided by obtaining good meter readings and generating an exact bill for power consumption, but energy theft is difficult to prevent because no one knows who is honest and who is not. Even yet, losses due to power theft can be reduced by discovering theft or consumer fraud and taking appropriate action. As we all know, because the cost of fuel is rising every day, the number of people stealing power and utilizing it as a substitute is also rising, so this system is used to combat this type of It is very useful for the authorized agency to control its income loss by preventing electricity theft. As we all know, as the cost of fuel rises, so does the frequency of stealing power and using it as a substitute, making it extremely helpful for the permitted agency to keep track of its revenue loss. As a result, it is critical to develop a system that canidentify electricity theft.","PeriodicalId":258640,"journal":{"name":"2022 IEEE Pune Section International Conference (PuneCon)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133666557","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Small-Scale Relational Database Management System 小规模关系数据库管理系统
2022 IEEE Pune Section International Conference (PuneCon) Pub Date : 2022-12-15 DOI: 10.1109/PuneCon55413.2022.10014828
Spurthi Bhat, Rutuja Bhirud, Vaishnavi Bhokare
{"title":"Small-Scale Relational Database Management System","authors":"Spurthi Bhat, Rutuja Bhirud, Vaishnavi Bhokare","doi":"10.1109/PuneCon55413.2022.10014828","DOIUrl":"https://doi.org/10.1109/PuneCon55413.2022.10014828","url":null,"abstract":"In the proposed system, an implementation of a small-scale relational database management system (DBMS) has been presented. In this system, database is defined as a group of relations or tables and their corresponding schemas. A relational database maintains data in relations, which the user sees as tables. The proposed model has been developed using Java programming language and it stores data in the form of serializable files. JavaCC has been used as the parser generator. Each relation consists of tuples or records, and attributes or fields. Beginners find it difficult to learn and install commercial database management systems. The proposed system is easy to use and does not require an active internet connection. This system supports several SQL commands such as CREATE, SELECT, INSERT INTO, DELETE FROM, UPDATE, etc. This system also ensures preservation of data and referential integrity.","PeriodicalId":258640,"journal":{"name":"2022 IEEE Pune Section International Conference (PuneCon)","volume":"452 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116073366","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Phishing Attack Detection on Text Messages Using Machine Learning Techniques 基于机器学习技术的短信钓鱼攻击检测
2022 IEEE Pune Section International Conference (PuneCon) Pub Date : 2022-12-15 DOI: 10.1109/PuneCon55413.2022.10014876
Swarangi Uplenchwar, V. Sawant, Prajakta Surve, Shilpa Deshpande, Supriya Kelkar
{"title":"Phishing Attack Detection on Text Messages Using Machine Learning Techniques","authors":"Swarangi Uplenchwar, V. Sawant, Prajakta Surve, Shilpa Deshpande, Supriya Kelkar","doi":"10.1109/PuneCon55413.2022.10014876","DOIUrl":"https://doi.org/10.1109/PuneCon55413.2022.10014876","url":null,"abstract":"Phishing is the exceedingly prevalent type of social engineering attack which attempts to manipulate or exploit computer users. By performing phishing especially on text messages, attackers try to get information about someone or something. Since such phishing attacks on text messages are evolving continuously, it is essential to design an effective mechanism for the detection of the same. This paper presents a phishing attack detection system for text messages (PADSTM) which concentrates on detection of phishing attacks in text messages using Machine Learning (ML). It makes use of ML techniques which include Naive Bayes' Classifier, Support Vector Classification, Random Forest Classifier, and KNearest Neighbor Algorithm (KNN) to detect the phished messages. PADSTM focuses on the blacklist of URLs and various customized keywords in the text messages for efficient detection of phishing attack. Experimental results show that the performance of Random Forest Classifier is superior to the other ML techniques in respect to accuracy and F1-score in detecting the phished messages.","PeriodicalId":258640,"journal":{"name":"2022 IEEE Pune Section International Conference (PuneCon)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129250965","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Selection of Digital Learning Platforms for Future Education 4.0 in India 印度未来教育4.0的数字学习平台选择
2022 IEEE Pune Section International Conference (PuneCon) Pub Date : 2022-12-15 DOI: 10.1109/PuneCon55413.2022.10014894
Rajkamal Sangole, Darshana Desai, Anand Jain
{"title":"Selection of Digital Learning Platforms for Future Education 4.0 in India","authors":"Rajkamal Sangole, Darshana Desai, Anand Jain","doi":"10.1109/PuneCon55413.2022.10014894","DOIUrl":"https://doi.org/10.1109/PuneCon55413.2022.10014894","url":null,"abstract":"Due to Industry 4.0, new jobs are on trend, which needs the implementation of concepts. Industries require new skills, such as digital skills. There is a need to change new learning methodologies and educational techniques in all educational institutions. Digital Learning Platforms will provide focus on a broader overview, as there is a need for systematic and interdisciplinary thinking in individuals. The main aim of the research is to identify areas in which digital learning platforms or e-Learning platforms are selected by individuals to start self-learning through these platforms in terms of supporting Education 4.0 and Industry 4.0. As research methods, a questionnaire survey was conducted with statistical methods. The survey was done by random selection; more than 1000 individuals, including students and faculties of different educational institutions across India, were contacted for the study. Out of them, 350 responses were received. The research outcomes predict that the selection of digital learning tools or e-learning tools is based on their effectiveness, personalized experience, ease of use, user-friendliness, and user experience in support of Education 4.0 and Industry 4.0.","PeriodicalId":258640,"journal":{"name":"2022 IEEE Pune Section International Conference (PuneCon)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122606186","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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