2022 International Conference for Advancement in Technology (ICONAT)最新文献_第10页

Design and Evaluation of GAN based Regression Model 基于GAN的回归模型设计与评价

2022 International Conference for Advancement in Technology (ICONAT) Pub Date : 2022-01-21 DOI: 10.1109/ICONAT53423.2022.9726040

A. Jain, Anusree H, M. J

引用次数: 0

Segmentation of Pulmonary Embolism Using Deep Learning 基于深度学习的肺栓塞分割

2022 International Conference for Advancement in Technology (ICONAT) Pub Date : 2022-01-21 DOI: 10.1109/ICONAT53423.2022.9726048

P. Yadlapalli, A. L. Teja, C. M. A. Raju, K. Reddy, Krishna Mithra, Bhavana Dokku

引用次数: 1

Disease Predictor Using Random Forest Classifier 基于随机森林分类器的疾病预测

2022 International Conference for Advancement in Technology (ICONAT) Pub Date : 2022-01-21 DOI: 10.1109/ICONAT53423.2022.9726023

Swatik Paul, Pinku Ranjan, Somesh Kumar, Arun Kumar

引用次数: 4

Grey Wolf Optimization Inspired Maximum Power Extraction from SPV System for Water Pumping Application 基于灰狼优化的水泵SPV系统最大功率提取

2022 International Conference for Advancement in Technology (ICONAT) Pub Date : 2022-01-21 DOI: 10.1109/ICONAT53423.2022.9726028

Astitva Kumar, M. Bilal, M. Rizwan, U. Nangia

{"title":"Grey Wolf Optimization Inspired Maximum Power Extraction from SPV System for Water Pumping Application","authors":"Astitva Kumar, M. Bilal, M. Rizwan, U. Nangia","doi":"10.1109/ICONAT53423.2022.9726028","DOIUrl":"https://doi.org/10.1109/ICONAT53423.2022.9726028","url":null,"abstract":"The use of renewable energy resources is increasing to provide energy efficient and uninterrupted supply of power. The use of solar photovoltaics (SPV) in the agriculture sector is gaining importance due to its availability in abundance and other advantages. This paper presents SPV based water pumping system (WPS) for rural agricultural practice in Indian scenario. The proposed water pumping system comprises of SPV system, maximum power point controller, boost converter, inverter, and 3-Φ induction motor driving a water pump. The stochastic nature of SPV power is a concern for electrical engineers. Thus, the use of maximum power point tracking (MPPT) algorithms is of key focus to improve the efficiency and ensure the robust performance of SPV system. The proposed SPV system incorporates an artificial intelligence method for designing MPPT algorithm. The paper introduces a grey wolf optimization inspired algorithm to extract the maximum power under varying irradiance conditions from SPV system. The performance of the proposed algorithm is compared with other algorithms for partially shaded conditions on the basis of computational burden, maximum power tracked, and fluctuations. The proposed controller is better with least rise time of 0.11 s, and 0% error in tracking the power.","PeriodicalId":377501,"journal":{"name":"2022 International Conference for Advancement in Technology (ICONAT)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127937645","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

Data Storage on Cloud using Split-Merge and Hybrid Cryptographic Techniques 使用拆分合并和混合密码技术的云数据存储

2022 International Conference for Advancement in Technology (ICONAT) Pub Date : 2022-01-21 DOI: 10.1109/ICONAT53423.2022.9725841

H. C. Reddy, Vajjala Veera Karthik, Dedeepya V, A. Pavan, Sarasvathi V

引用次数: 0

Template-based Identification of Malignant and Non-malignant Skin-lesions to Minimize Biopsy Load Using Saturation Counts (HSV space) and Absolute Dark Area parameters: Experiments on ISIC Images 利用饱和计数(HSV空间)和绝对暗区参数，基于模板的恶性和非恶性皮肤病变识别以减少活检负荷:ISIC图像的实验

2022 International Conference for Advancement in Technology (ICONAT) Pub Date : 2022-01-21 DOI: 10.1109/ICONAT53423.2022.9726047

R. S. Prasad, V. Prasad

{"title":"Template-based Identification of Malignant and Non-malignant Skin-lesions to Minimize Biopsy Load Using Saturation Counts (HSV space) and Absolute Dark Area parameters: Experiments on ISIC Images","authors":"R. S. Prasad, V. Prasad","doi":"10.1109/ICONAT53423.2022.9726047","DOIUrl":"https://doi.org/10.1109/ICONAT53423.2022.9726047","url":null,"abstract":"Malignant skin lesion is the deadliest skin disease resulting in huge loss of lives in Europe, Australia and USA. Early detection of malignant lesions can save lives. It is highly challenging to differentiate between malignant and non-malignant skin lesions. Many non-invasive techniques have been proposed but none has been accepted in clinical practice. Consequently, biopsy remains the only gold standard for diagnosis of malignant lesions. The objective of this study which uses two master templates (MT) of dermoscopic images for identification, an improvement over the recently reported subtraction technique using only a single MT, is to propose a non- invasive technique to minimize biopsy load to an appreciable extent. This study proposes selection of two MTs, one a known 100% malignant (M) lesion, and the other a known nearly 100% benign (B) lesion. For identification of test lesions either belonging to $M$ or B category, each test image from the publicly available ISIC archive is subtracted from each of the two MTs and the resulting pixels (RGB) data on each subtraction are converted into HSV space. Scatter plot showing Saturation (S) data counts against pixels locations below and above a trial-and-error-based threshold of 0.35, decides the B or M category of test lesions according to a rule defined for identification. The proposed method introduces, for the first time ever, use of double MTs subtraction technique, which amounts to the filter action. The proposed subtraction method has sound mathematical and logical base. On a preliminary trial over fifty images from publicly available ISIC archive, an overall high accuracy of 94% was achieved which promises clinical applications to minimize biopsy load to a great extent. The proposed method is easy to implement by non-experts and takes only fifteen minutes on average for diagnosis.","PeriodicalId":377501,"journal":{"name":"2022 International Conference for Advancement in Technology (ICONAT)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129015044","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

Multiobjective Optimization of Economic-Environmental Dispatch (EED) Problems Including CO2 Emission 含CO2排放的经济环境调度问题的多目标优化

2022 International Conference for Advancement in Technology (ICONAT) Pub Date : 2022-01-21 DOI: 10.1109/ICONAT53423.2022.9725860

S. Bhattacharyya, Anusuya B

{"title":"Multiobjective Optimization of Economic-Environmental Dispatch (EED) Problems Including CO2 Emission","authors":"S. Bhattacharyya, Anusuya B","doi":"10.1109/ICONAT53423.2022.9725860","DOIUrl":"https://doi.org/10.1109/ICONAT53423.2022.9725860","url":null,"abstract":"This paper considers the EED problem of a generator system cluster wherein simultaneous quadruple-objective optimization of cost, NOx, SO2 and CO2 emissions is carried out for the first time. The CO2 data is rarely considered in such problems, due to lack of data for generator systems. However, its high concentration and the resultant global warming was deemed to be sufficiently important to include it specifically in the analysis. Further, Almost all studies consider EED optimization for a single value of load demand, rather than the entire load demand range. Here, three (cost, NOx and SO2 emissions) and four (cost and all three emissions) objective optimizations show two principal branches of the Pareto front in the cost-emission plane, a feature that was not revealed before. The paper also shows that by considering even a two-objective EED problem over the entire load demand range, one can rank the effectiveness of the generators over this range. This has been done by introducing a measure called ‘specific objective function’, which is the objective functions per unit power output. The solution of EED problem over the load demand range can readily be useful for generator scheduling of power system operations.","PeriodicalId":377501,"journal":{"name":"2022 International Conference for Advancement in Technology (ICONAT)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132772778","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

Extraction of 5 Parameters of Single Diode Model with and without Optimisation Method Along With I-V And P-V Characteristics Behavior 采用和不采用优化方法提取单二极管模型的5个参数及其I-V和P-V特性行为

2022 International Conference for Advancement in Technology (ICONAT) Pub Date : 2022-01-21 DOI: 10.1109/ICONAT53423.2022.9726046

Supriya R. Patil, R. Agrawal

{"title":"Extraction of 5 Parameters of Single Diode Model with and without Optimisation Method Along With I-V And P-V Characteristics Behavior","authors":"Supriya R. Patil, R. Agrawal","doi":"10.1109/ICONAT53423.2022.9726046","DOIUrl":"https://doi.org/10.1109/ICONAT53423.2022.9726046","url":null,"abstract":"The whole globe is moving toward open, widely utilized, and easily maintained renewable energy sources. When we compare the greatest energy sources, models, and methodologies, we find that sun-fueled energy is the best. Because daylight-based energy may be employed, we'll need to switch to a technology that converts sunlight into electrical energy, such as photovoltaic (PV) cells or modules. This concept use mathematical exhibiting and a nearly similar circuit to understand known and unknown limitations. Conclusion This is the critical examination that focuses on the constraint of the PV cell or the module. In this paper, we worked on comparative methodologies which are used to extract the unknown parameters by using known manufacturing data of various PV cells or the modules such as photocurrent (Iph), diode saturation current (Is), diode ideality factor (A), series resistance (Rs), shunt resistance (Rush). Along with all of this procedure, we also study about differentiae behavior of PV models that is Current-Voltage, Power-Voltage features as far as differentiae manners.","PeriodicalId":377501,"journal":{"name":"2022 International Conference for Advancement in Technology (ICONAT)","volume":"163 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114918103","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

An Intrusion Detection System for Zero-Day Attacks to Reduce False Positive Rates 一种降低误报率的零日攻击入侵检测系统

2022 International Conference for Advancement in Technology (ICONAT) Pub Date : 2022-01-21 DOI: 10.1109/ICONAT53423.2022.9726105

P. Pitre, Arya Gandhi, Vaishnavi Konde, Rahul B. Adhao, V. Pachghare

{"title":"An Intrusion Detection System for Zero-Day Attacks to Reduce False Positive Rates","authors":"P. Pitre, Arya Gandhi, Vaishnavi Konde, Rahul B. Adhao, V. Pachghare","doi":"10.1109/ICONAT53423.2022.9726105","DOIUrl":"https://doi.org/10.1109/ICONAT53423.2022.9726105","url":null,"abstract":"The Intrusion Detection System (IDS) - is one that monitors network traffic to issue alerts about any suspicious activity on the network. Conventionally, there are two types of IDSs - Signature-Based, which efficiently detect already known attacks, and Anomaly-Based, where models are trained to detect unknown attacks. The latter type of IDS plays a crucial role in detecting zero-day attacks- a type of attack where the vulnerability of the software is exploited before a developer can take action on it. However, it comes with a few problems, like its high false-positive rates that cause the network to slow down and require constant human intervention and its inability to detect attacks in real-time. This paper analyzes state-of-the-art models that deal with this problem, analyzing their benefits and shortcomings. Further, we propose a framework for addressing these zero-day attacks and reducing their false positive rate of detection using a combination of feature selection methods and fine-tuning of the dataset specifically for false-positive detection. These methods will be tried with various optimizers and models several times, and their results will be compared. We attach results from preliminary testing on the novel idea of a subset of the dataset, with promising results to be applied to find the model that works better than most existing.","PeriodicalId":377501,"journal":{"name":"2022 International Conference for Advancement in Technology (ICONAT)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133519977","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: 5

Stratification of Breast Cancer in it's Preliminary Stages 早期乳腺癌的分层研究

2022 International Conference for Advancement in Technology (ICONAT) Pub Date : 2022-01-21 DOI: 10.1109/ICONAT53423.2022.9726123

V. Kiranmayee, Srishti Ranjan, J. Shreyansh, Shylesh Suresh, K. Ranjini

引用次数: 1