2022 International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC)最新文献_第10页

A Comparative Analysis of PGGAN with Other Data Augmentation Technique for Brain Tumor Classification PGGAN与其他数据增强技术在脑肿瘤分类中的比较分析

2022 International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC) Pub Date : 2022-11-19 DOI: 10.1109/ASSIC55218.2022.10088416

Saswati Sahoo, Sushruta Mishra

{"title":"A Comparative Analysis of PGGAN with Other Data Augmentation Technique for Brain Tumor Classification","authors":"Saswati Sahoo, Sushruta Mishra","doi":"10.1109/ASSIC55218.2022.10088416","DOIUrl":"https://doi.org/10.1109/ASSIC55218.2022.10088416","url":null,"abstract":"Nowadays, the number of brain tumor cases among people is increasing globally across the world due to several reasons such as obesity, overweight, excess levels of stress in life, exposure to ionizing radiation, and many more. In previous years, many investigators have provided a range of solutions and effective tools for the identification and categorization of brain tumors. Nevertheless, the existing developed models for brain tumor identification and categorization have diverse limitations such as minimal accuracy and precision values. In this paper, the authors developed a novel model for the comparative analysis of the Progressive Growing-Generative Adversarial Network (PGGAN) with other data augmentation techniques for brain tumor classification. Because of the availability of finite datasets, the brain tumor classification algorithm along with the convolutional neural networks (CNNs) must be enhanced to be more competent for brain tumor classification and identification in real-time diagnosis. The outcome of the proposed model demonstrates that PGGAN delivers higher accuracy, as well as precision, and the Recall with the F1 score is 99.22%, 98.11%, 98.66%, and 97.45%, respectively. In the future, the developed model performance could be measured with other data augmentation techniques for larger datasets for performance constraints computations for further study and implementation of the model for real-time diagnosis of the patients.","PeriodicalId":441406,"journal":{"name":"2022 International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC)","volume":"38 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122122355","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

Analyzing Student Performance in Programming Education Using Classification Techniques 用分类技术分析学生在编程教育中的表现

2022 International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC) Pub Date : 2022-11-19 DOI: 10.1109/ASSIC55218.2022.10088377

Mahesh Kumar Morampudi, Nagamani Gonthina, Dinesh Reddy, K. S. Rao

{"title":"Analyzing Student Performance in Programming Education Using Classification Techniques","authors":"Mahesh Kumar Morampudi, Nagamani Gonthina, Dinesh Reddy, K. S. Rao","doi":"10.1109/ASSIC55218.2022.10088377","DOIUrl":"https://doi.org/10.1109/ASSIC55218.2022.10088377","url":null,"abstract":"Programming Skills play a crucial role in any computer engineering student's life to apply the concepts in solving any real world problem as well to crack a secure job in the dream company. To achieve this they should assess their performance in programming, analyze and improve their skills regularly. Many students are even undergoing mental stress and depression and even attempting suicides out of the stress if the considered scores and performance are not met. With the help of analyzing the programming skills one can enhance their scores and performance on a regular basis, introspect and can deliberately practice for better improvement. This reduces the stress, anxiety and depression on students' minds in securing good scores in their academics and in building their career to achieve the goal. This analysis helps even professors to improvise the teaching and learning outcomes of students and increase their performance in whichever field they are working in. We made a comparison of different machine learning algorithms based on 200 classification instances. This analysis helped us in analyzing the statistics of students' performance.","PeriodicalId":441406,"journal":{"name":"2022 International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC)","volume":"76 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122611595","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

Survey On Using Audio Video for True Random Number Generation 利用音频视频生成真随机数的研究

2022 International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC) Pub Date : 2022-11-19 DOI: 10.1109/ASSIC55218.2022.10088354

Binu P. K, Thejas Menon, Javed Harees

引用次数: 0

Lightweight Intrusion Detection System(L-IDS) for the Internet of Things 物联网轻量级入侵检测系统(L-IDS)

2022 International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC) Pub Date : 2022-11-19 DOI: 10.1109/ASSIC55218.2022.10088328

D. D. Priya, A. Kiran, P. Purushotham

引用次数: 1

Rectification of Electrical Energy Using Band Pass Filter 带通滤波器对电能的整流

2022 International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC) Pub Date : 2022-11-19 DOI: 10.1109/ASSIC55218.2022.10088391

Deepak Sharma, Anurag Saxena, Z. Ali, Neeraj Yadav

引用次数: 0

A Reliable Protection Scheme for Smartgrid Based On Wavelet Transform and Ensemble Classifier 基于小波变换和集成分类器的智能电网可靠保护方案

2022 International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC) Pub Date : 2022-11-19 DOI: 10.1109/ASSIC55218.2022.10088302

Deepa U. Mishra, Preeti Jain

{"title":"A Reliable Protection Scheme for Smartgrid Based On Wavelet Transform and Ensemble Classifier","authors":"Deepa U. Mishra, Preeti Jain","doi":"10.1109/ASSIC55218.2022.10088302","DOIUrl":"https://doi.org/10.1109/ASSIC55218.2022.10088302","url":null,"abstract":"The advent of the “Smartgrid” is a result of the new trend of managing the increasing power demand by harnessing the potential of distributed energy resources (DER) within the current low voltage distribution framework. Even while the distribution networks benefit greatly from the Smartgrid, the integration problems with renewable and synchronous DERs have rendered protection jobs inherently difficult. When compared to synchronous DERs, which can endure fault current up to 10 times, renewable DERs' dynamic producing behaviour, which is restricted to carrying fault current up to 2–3 times the rated current, creates a clear distinction between the two in terms of operating circumstances. As a result of these factors, the accompanying security challenges become even more difficult. Because the magnitude of fault current varies according to mode, there is a significant variation in the amount of fault current between islanded and grid-connected modes. As a result, it is necessary to develop an accurate and dependable approach that can operate in both modes and fulfil the Smartgrid's protection needs without being influenced by harmonics associated with power electronic interface devices and non-linear loads. In this context, a protection strategy for the Smartgrid has been presented that is based on the joint framework of discrete wavelet transform (DWT) and Bagged decision tree based data-mining approach.","PeriodicalId":441406,"journal":{"name":"2022 International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122046293","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: 1

Image Encryption Using RSA and Advanced Caesar Cipher Method 使用RSA和高级凯撒密码方法进行图像加密

2022 International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC) Pub Date : 2022-11-19 DOI: 10.1109/ASSIC55218.2022.10088329

Arpan Maity, Ritobina Ghosh, Shidhu Bhadra

{"title":"Image Encryption Using RSA and Advanced Caesar Cipher Method","authors":"Arpan Maity, Ritobina Ghosh, Shidhu Bhadra","doi":"10.1109/ASSIC55218.2022.10088329","DOIUrl":"https://doi.org/10.1109/ASSIC55218.2022.10088329","url":null,"abstract":"In the field of Computer Science, proper storage and analysis of data is one of the most trending topics. The development of modern tools and techniques, has come down as a blessing for this. But along with the blessing, comes the curse of being easily attacked and the privacy of the data being vulnerable. The attackers and the hackers are becoming very smart and with their modern equipment, they can break into any system. For this several methods have been developed to save the privacy of our data. Out of these methods, the symmetric key method and the asymmetric key method are the most popular ones. Though both of the methods are powerful enough, they come with their own set of disadvantages. In this research work, an approach has been taken, where the combination of both the above spoken methods are used, making use of the advantages of both the methods, where both of them are also cancelling out each others disadvantages. The results confirmed that the accuracy, efficiency and the security of the algorithms are good enough, so that it can be used to deal with real world problems.","PeriodicalId":441406,"journal":{"name":"2022 International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123987265","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

Machine Intelligence Enabled Parametric Speaker: An Invention Towards Experience Sound 机器智能支持的参数扬声器:一项面向体验声音的发明

2022 International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC) Pub Date : 2022-11-19 DOI: 10.1109/ASSIC55218.2022.10088412

Uday Bhanu Ghosh, Rohan Sharma

{"title":"Machine Intelligence Enabled Parametric Speaker: An Invention Towards Experience Sound","authors":"Uday Bhanu Ghosh, Rohan Sharma","doi":"10.1109/ASSIC55218.2022.10088412","DOIUrl":"https://doi.org/10.1109/ASSIC55218.2022.10088412","url":null,"abstract":"This work proposes to channelize the conventional longitudinal behavior of sound which diverges in every direction after its generation to a beam like behavior seen in transverse waves, which is already conceived in a device named as parametric speaker. On top of this, using technologies such as AI, self-learning, and decision-making capabilities can be endorsed in the hardware-based device, exhausting its full capabilities. The goal of the proposed work is to provide an invisible screening and privacy to the individuals in public and semi-public areas associated with verbal mode of communication. The underlying work focuses on using the unconventional behavior of sound, possessing beam like properties produced through Artificial means by interference and Superposition principle, applicable to sound which is constructed by Parametric Speaker also known as directional Speaker. The following work in this paper attempts to showcase the possibilities of using and harnessing this specific sound properties with sophisticated technologies such as ML and Deep Learning to create semi private areas in public spaces which can not only help people within different age groups (mostly elderly population) but can also help people who are handicapped (such as visually impared people who can only receive information through auditory channels), the scope of the proposed work is not only limited to impared people but, also to general population, with the objective to increase the conventional information transfer system into personalized data delivery service through voice and speech.","PeriodicalId":441406,"journal":{"name":"2022 International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC)","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129659952","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

Semi Circle Slotted Triangular Shape Antenna Using Flexible Material 半圆开槽三角形柔性材料天线

2022 International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC) Pub Date : 2022-11-19 DOI: 10.1109/ASSIC55218.2022.10088293

Deepak Sharma, Vinod Kumar Singh, Anupam Vyas, Neetendra Kumar, Rajesh Kumar Dwivedi

引用次数: 0

Leaf Disease Identification and Remedy Recommendation System 叶片病害鉴定和补救建议系统

2022 International Conference on Advancements in Smart, Secure and Intelligent Computing (ASSIC) Pub Date : 2022-11-19 DOI: 10.1109/ASSIC55218.2022.10088408

N. Sirisha, Pasunoori Devi, P. Purushotham, D. SaiSri, Vemuri Laxmi

引用次数: 0