The International Conference on scientific innovations in Science, Technology, and Management最新文献_第10页

Machine Learning Based Realtime Water Quality Monitoring System 基于机器学习的实时水质监测系统

The International Conference on scientific innovations in Science, Technology, and Management Pub Date : 2023-08-05 DOI: 10.59544/tdpo3323/ngcesi23p43

Nanda Jayalakshmi P, Revathy V

{"title":"Machine Learning Based Realtime Water Quality Monitoring System","authors":"Nanda Jayalakshmi P, Revathy V","doi":"10.59544/tdpo3323/ngcesi23p43","DOIUrl":"https://doi.org/10.59544/tdpo3323/ngcesi23p43","url":null,"abstract":"Water quality parameter is of much importance in our day to day lives. Prediction of water quality will help to reduce water pollution and guard our human health. This work has advanced an “Machine Learning based real-time water quality monitoring system” pertaining to lakes is being used in rural areas. All the organisms that use it are affected by the waste generated in this water. Water quality monitoring system is to identify the level of water and finding ways to correct the problems in it. Water quality refers to the chemical, physical and biological characteristics of water. It is a measure of the condition of water relative to the requirements of one or more biotic species and or to any human need or purpose. It is most frequently used by reference to a set of standards against which compliance can be assessed. The most common standards used to assess water quality relate to health of ecosystems, safety of human contact and drinking water. An intelligent process of monitoring the quality of water automatically detects the condition of water through Machine Learning by processing sensors data and instantly provides notification to water analyst when the quality of water is abnormal. The structure uses Determination of pH, Color, Temperature, Carbon monoxide, Conductivity, Fecal coliform. Likewise, ANN, Adaptive filter algorithm, Support Vector Machine, Naïve Bayes, Random forest calculation has been utilized for anticipating the nature of water, with the assistance of prepared informational collection from various water tests.","PeriodicalId":315694,"journal":{"name":"The International Conference on scientific innovations in Science, Technology, and Management","volume":"114 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127168255","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

Optimized Multi Support Vector Machine Based Approach for Fake News Detection 基于优化多支持向量机的假新闻检测方法

The International Conference on scientific innovations in Science, Technology, and Management Pub Date : 2023-08-05 DOI: 10.59544/jaad9174/ngcesi23p46

Ganga M, Gini R

引用次数: 0

Strength Analysis of Layered Sandwich Beam 层状夹层梁强度分析

The International Conference on scientific innovations in Science, Technology, and Management Pub Date : 2023-08-05 DOI: 10.59544/cugn6440/ngcesi23p20

Dins K S

引用次数: 0

Experimental and Analysis of Adding Silicon and Titanium Carbide Nanoparticles to the Cement PasteExperimental and Analysis of Adding Silicon and Titanium Carbide Nanoparticles to the Cement Paste 纳米硅和纳米碳化钛在水泥浆中添加的实验与分析

The International Conference on scientific innovations in Science, Technology, and Management Pub Date : 2023-08-05 DOI: 10.59544/sgkg8201/ngcesi23p54

{"title":"Experimental and Analysis of Adding Silicon and Titanium Carbide Nanoparticles to the Cement PasteExperimental and Analysis of Adding Silicon and Titanium Carbide Nanoparticles to the Cement Paste","authors":"","doi":"10.59544/sgkg8201/ngcesi23p54","DOIUrl":"https://doi.org/10.59544/sgkg8201/ngcesi23p54","url":null,"abstract":"Now days the use of nanoparticles in the construction field will increase. The nanoparticles help to improve the physical and mechanical properties of the concrete. Nano powder can improve the mechanical properties of cement paste due to accelerating the formation of small sized crystals. The study focus on the structural changes of cement paste when adding Sic and Tic nanoparticles as admixtures in different proportion. Scanning Electron Microscopy and energy dispactive spectroscopy have been employed in identifying the structural changes in nanoparticles modified paste. Silicon carbide (SiC), also known as carborundum. It is hard chemical a compound containing silicon and carbon. A semiconductor, it occurs in nature as the extremely rare mineral moissanite. SiC also has a very low coefficient of thermal expansion (4.0 × 10-6/K) and experiences X no phase transitions that would cause discontinuities in thermal expansion. Which accessories the strength of concrete. Titanium carbide, TiC, is an extremely hard (Mohs 9-9.5) refractory ceramic material, similar to tungsten carbide. It has the appearance of black powder with the sodium chloride (face-centered cubic) crystal structure. Its crystals as found in nature range in size from 0.1 to 0.3 m. Titanium carbide is used in preparation of cermets, which are frequently used to machine steel materials at high cutting speed.Increase the strength of cement paste, Enhance the mechanical properties,Enhance the physical properties.","PeriodicalId":315694,"journal":{"name":"The International Conference on scientific innovations in Science, Technology, and Management","volume":"102 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125997254","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

Instagram Fake and Automated Account Detection: A Review Instagram虚假和自动账户检测:回顾

The International Conference on scientific innovations in Science, Technology, and Management Pub Date : 2023-08-05 DOI: 10.59544/dpaz6258/ngcesi23p29

Abilash S. B, Sujitha R

{"title":"Instagram Fake and Automated Account Detection: A Review","authors":"Abilash S. B, Sujitha R","doi":"10.59544/dpaz6258/ngcesi23p29","DOIUrl":"https://doi.org/10.59544/dpaz6258/ngcesi23p29","url":null,"abstract":"Fake engagement is one of the significant problems in Online Social Networks (OSNs) which is used to increase the popularity of an account in an inorganic manner. The detection of fake engagement is crucial because it leads to loss of money for businesses, wrong audience targeting in advertising, wrong product predictions systems, and unhealthy social network environment. This study is related with the detection of fake and automated accounts which leads to fake engagement on Instagram. Prior to this work, there were no publicly available dataset for fake and automated accounts. For this purpose, two datasets have been published for the detection of fake and automated accounts. For the detection of these accounts, machine learning algorithms like Naive Bayes, Logistic Regression, Support Vector Machines and Neural Networks are applied. Additionally, for the detection of automated accounts, cost sensitive genetic algorithm is proposed to handle the unnatural bias in the dataset. To deal with the unevenness problem in the fake dataset, Smote-nc algorithm is implemented. In this paper investigating various methods used in the existing work for the Instagram fake account detection.","PeriodicalId":315694,"journal":{"name":"The International Conference on scientific innovations in Science, Technology, and Management","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126379909","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

Prediction of Cancer Disease Using Machine Learning Approach: A Review 使用机器学习方法预测癌症疾病:综述

The International Conference on scientific innovations in Science, Technology, and Management Pub Date : 2023-08-05 DOI: 10.59544/vnmj1833/ngcesi23p27

Abishek D, Sujitha R

{"title":"Prediction of Cancer Disease Using Machine Learning Approach: A Review","authors":"Abishek D, Sujitha R","doi":"10.59544/vnmj1833/ngcesi23p27","DOIUrl":"https://doi.org/10.59544/vnmj1833/ngcesi23p27","url":null,"abstract":"Cancer has identified a diverse condition of several various subtypes. The timely screening and course of treatment of a cancer form is now a requirement in early cancer research because it supports the medical treatment of patients. Many research teams studied the application of ML and Deep Learning methods in the field of biomedicine and bioinformatics in the classification of people with cancer across high or low-risk categories. These techniques have therefore been used as a model for the development and treatment of cancer. A sit is important that ML instruments are capable of detecting key features from complex datasets. Many of these methods are widely used for the development of predictive models for predicating a cure for cancer, some of the methods are artificial neural networks (ANNs), support vector machine (SVMs) and decision trees (DTs). While we can understand cancer progression with the use of ML methods, an adequate validity level is needed to take these methods into consideration in clinical practice every day .In this study the ML & DL approaches used in cancer progression modeling are reviewed. The predictions addressed are mostly linked to specific ML, input, and data samples supervision. 2021ElsevierLtd. All rights reserved. Selection and peer-review under responsibility of the scientific committee of the International Virtual Conference one Advanced Nano materials and Applications. This is an open access article under the CCBY-NC-ND license.","PeriodicalId":315694,"journal":{"name":"The International Conference on scientific innovations in Science, Technology, and Management","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123817026","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: 9

Modern Concrete Technology and Placement Methods and Their Influence on Water Proofing Performance of Diaphragm Walls 现代混凝土技术、浇筑方法及其对连续墙防水性能的影响

The International Conference on scientific innovations in Science, Technology, and Management Pub Date : 2023-08-05 DOI: 10.59544/ivww3534/ngcesi23p65

M. Larisch, B. Perry

{"title":"Modern Concrete Technology and Placement Methods and Their Influence on Water Proofing Performance of Diaphragm Walls","authors":"M. Larisch, B. Perry","doi":"10.59544/ivww3534/ngcesi23p65","DOIUrl":"https://doi.org/10.59544/ivww3534/ngcesi23p65","url":null,"abstract":"Embedded retaining walls are a well-established method to construct retention systems fordeep excavations and to create a barrier against the inflow of groundwater. Several factorsneed to be considered when selecting the most suitable wall type to achieve compliance with the project requirements and specifications. The selection of there taining wall type provides a direct link to the expected grade of water proofing performance which is the focus of this paper. It should be noted that embedded retaining walls in general should not be assumed to beabsolutely water tight as complete water tightness is neither practical nor economical. Even cast in-place concrete diaphragm walls with very low permeability can’t be considered completely water tight despite having the least number of vertical construction joints of all embedded retaining wall systems. British Standard BS 8102:1990 clearly highlights therequirement of additional water proofing elements and methods to meet the relevant waterproofing levels for such walls and basements in general. However, unless the diaphragm wall (or other wall type) itself provides adequate and realistic water retention performance, the performance of the additional tanking can be put at risk, too. The required performance criteria for fresh tremie concrete to be used for the construction of diaphragm walls, must be selected to achieve optimal concrete density to fully comply with the expected structural, durability and water proofing performance criteria of the entire basement.","PeriodicalId":315694,"journal":{"name":"The International Conference on scientific innovations in Science, Technology, and Management","volume":"100 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133077749","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

Structural Reliability Assessment of Bridges 桥梁结构可靠度评估

The International Conference on scientific innovations in Science, Technology, and Management Pub Date : 2023-08-05 DOI: 10.59544/tnnw2034/ngcesi23p49

Ganga M.V

引用次数: 0

MPPT of Solar Using Mid-Point Tracking Method 采用中点跟踪法的太阳能MPPT

The International Conference on scientific innovations in Science, Technology, and Management Pub Date : 2023-08-05 DOI: 10.59544/zejk7531/ngcesi23p24

Abisha R, Merry Guisa J

{"title":"MPPT of Solar Using Mid-Point Tracking Method","authors":"Abisha R, Merry Guisa J","doi":"10.59544/zejk7531/ngcesi23p24","DOIUrl":"https://doi.org/10.59544/zejk7531/ngcesi23p24","url":null,"abstract":"A Maximum Power Point Tracking or Tracker (MPPT) is a high efficiency system that extracts the maximum power output from a solar cell or an array of photovoltaic (PV) cells. Normally the solar power systems efficiency is less. To improve its efficiency, solar power systems are usually equipped with the function of MPPT. The work presented in this paper concerns the designing and implementation of a photovoltaic system (PV) provided with an MPPT control. More particularly, the utilization of a buck converter for controlling photovoltaic power using Maximum Power Point Tracking (MPPT) mechanism was presented. First the photovoltaic module is analyzed using SIMULINK software. In this project the buck converter was used along with a MPPT control. The MPPT is responsible for extracting the maximum possible power from the photovoltaic and feed it to the load via the buck converter which steps down the voltage to the required magnitude. The algorithm utilized for MPPT was the three-point weighting that incorporates mid-point tracking. The system was designed and simulated in MATLAB. Both the buck converter and the solar cell are modelled using Sim- Power Systems blocks. Especially, the waveforms of MPPT and Photo voltaic have been presented.","PeriodicalId":315694,"journal":{"name":"The International Conference on scientific innovations in Science, Technology, and Management","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131295830","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

Review on Spray Coating Techniques 喷涂技术综述

The International Conference on scientific innovations in Science, Technology, and Management Pub Date : 2023-08-05 DOI: 10.59544/lurb3625/ngcesi23p64

Harish K. R., Edwin Sahayaraj M., Stanly Jones Retnam B.

{"title":"Review on Spray Coating Techniques","authors":"Harish K. R., Edwin Sahayaraj M., Stanly Jones Retnam B.","doi":"10.59544/lurb3625/ngcesi23p64","DOIUrl":"https://doi.org/10.59544/lurb3625/ngcesi23p64","url":null,"abstract":"A vast array of plating processes, the substances through which different plating can be applied with the natural intention of saving the component, shape and the outer layer that are left unprotected to any kind of physical, chemical and also mechanical adversities. Thus, Spray pyrolysis is very efficient, cost effective, and utilizes simple equipment. Spray pyrolysis is an important technique in which a thin film is deposited on the dielectric matrix by spraying a precursor solution on a heated surface. Spray pyrolysis has been applied to deposit a wide variety of thin films. These films were used in various devices such as solar cells, carbon solar cells, sensors, and solid oxide fuel cells, etc. It is observed that often the properties of deposited thin films depend on the preparation conditions. An extensive investigation of the effects of spray parameters on film quality is given to demonstrate the importance of the process of optimization. However, spray pyrolysis seems not useful due to poor quality of thin film, thermal decomposition, and vapor convection. The vapors are generated due to temperature difference, which restricts the source from binding with the substrate. In this paper, briefly study the spray pyrolysis techniques and using the same for metal coating done over polymers. Also, this study highlighted many research obstacles and presented future direction for research in developing new methodology using the inadequacies of the existing approaches.","PeriodicalId":315694,"journal":{"name":"The International Conference on scientific innovations in Science, Technology, and Management","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114739024","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