International Journal Of Scientific Research In Engineering & Technology最新文献_第5页

A Comparative Study on Loan Status: Utilizing Machine Learning Algorithms for Predictive Analysis 贷款状况比较研究：利用机器学习算法进行预测分析

International Journal Of Scientific Research In Engineering & Technology Pub Date : 2024-02-02 DOI: 10.59256/ijsreat.20240401003

Thanneeru Mahesh

{"title":"A Comparative Study on Loan Status: Utilizing Machine Learning Algorithms for Predictive Analysis","authors":"Thanneeru Mahesh","doi":"10.59256/ijsreat.20240401003","DOIUrl":"https://doi.org/10.59256/ijsreat.20240401003","url":null,"abstract":"This research delves into a comprehensive comparative study focused on predicting loan status through the application of various machine learning (ML) algorithms. The objective is to assess and compare the effectiveness of Decision Trees, Random Forest, Support Vector Machines (SVM), and Gradient Boosting models in determining the likelihood of loan approval or denial. Leveraging a dataset comprising historical loan application data, including applicant demographics, financial history, and loan characteristics, the study conducts rigorous analysis and interpretation of the models' performance. The results provide valuable insights into the strengths and weaknesses of each algorithm, offering a nuanced understanding of their predictive capabilities in the context of loan status determination. This research contributes to the growing body of knowledge in the application of ML algorithms in the financial sector, presenting practical implications for institutions seeking to enhance their loan approval processes. Key words: Predictive Analysis, Machine Learning Algorithms, Loan Status, Comparative Study, Utilization","PeriodicalId":310227,"journal":{"name":"International Journal Of Scientific Research In Engineering & Technology","volume":"57 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139869872","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

Financial Technology (Fintech) and Banking Industry Transformation: A Symbiotic Evolution into the Digital Era 金融科技（Fintech）与银行业转型：进入数字时代的共生演进

International Journal Of Scientific Research In Engineering & Technology Pub Date : 2024-02-02 DOI: 10.59256/ijsreat.20240401004

Nalabothu Raviteja

{"title":"Financial Technology (Fintech) and Banking Industry Transformation: A Symbiotic Evolution into the Digital Era","authors":"Nalabothu Raviteja","doi":"10.59256/ijsreat.20240401004","DOIUrl":"https://doi.org/10.59256/ijsreat.20240401004","url":null,"abstract":"This study navigates the dynamic landscape of Financial Technology (Fintech) and its transformative impact on the banking industry, elucidating the symbiotic evolution that characterizes this intersection. Fintech, as the fusion of cutting-edge technologies with financial services, signifies a revolutionary leap, fundamentally reshaping the financial landscape. From ubiquitous mobile banking applications to the advent of blockchain, AI-driven analytics, and cryptocurrencies, Fintech embodies a spectrum of innovations redefining traditional banking norms.The symbiosis between Fintech and banking drives a profound transformation, compelling traditional institutions to embrace digital strategies for competitiveness. Open Banking initiatives foster collaboration, blurring the lines between established banks and nimble Fintech startups. This exploration delves into the intricate layers of this relationship, unraveling the evolution, challenges, and future trends shaping the financial ecosystem. Keywords: Fintech Integration, Banking Transformation, Digital Financial Services, Open Banking Initiatives, Symbiotic Evolution.","PeriodicalId":310227,"journal":{"name":"International Journal Of Scientific Research In Engineering & Technology","volume":"97 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139810361","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

Advancements in Machine Learning: A Comprehensive Exploration of Methods, Applications, and Future Perspectives 机器学习的进步：方法、应用和未来展望的全面探索

International Journal Of Scientific Research In Engineering & Technology Pub Date : 2024-02-02 DOI: 10.59256/ijsreat.20240401001

Bommireddy Srikanth Reddy

引用次数: 0

Optimizing the Future: Unveiling the Significance of MLOps in Streamlining the Machine Learning Lifecycle 优化未来：揭示 MLOps 在简化机器学习生命周期中的重要意义

International Journal Of Scientific Research In Engineering & Technology Pub Date : 2024-02-02 DOI: 10.59256/ijsreat.20240401002

Gorantla Prasanna

{"title":"Optimizing the Future: Unveiling the Significance of MLOps in Streamlining the Machine Learning Lifecycle","authors":"Gorantla Prasanna","doi":"10.59256/ijsreat.20240401002","DOIUrl":"https://doi.org/10.59256/ijsreat.20240401002","url":null,"abstract":"As we stand on the precipice of 2024, the technological landscape is abuzz with the convergence of two revolutionary forces: MLOps (Machine Learning Operations) and Generative AI. This potent cocktail promises to reshape the very fabric of artificial intelligence (AI), ushering in a new era of streamlined workflows, boundless innovation, and redefined value delivery. MLOps, a paradigm shift inspired by DevOps principles, emerges as the knight in shining armor, poised to vanquish the challenges plaguing the machine learning lifecycle. By fostering seamless collaboration, agile deployment, vigilant monitoring, and efficient management of models, MLOps lays the groundwork for robust organizational AI strategies. In this paper, we delve deep into the intricate world of MLOps, exploring its genesis, its potential to revolutionize business operations, and its pivotal role in shaping the future of AI. Keywords: MLOps, Machine Learning, Artificial Intelligence, DevOps, Automation, Collaboration, Deployment, Monitoring, Management, Generative AI, Innovation, Value Delivery, Business Optimization.","PeriodicalId":310227,"journal":{"name":"International Journal Of Scientific Research In Engineering & Technology","volume":"40 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139869682","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

Financial Technology (Fintech) and Banking Industry Transformation: A Symbiotic Evolution into the Digital Era 金融科技（Fintech）与银行业转型：进入数字时代的共生演进

International Journal Of Scientific Research In Engineering & Technology Pub Date : 2024-02-02 DOI: 10.59256/ijsreat.20240401004

Nalabothu Raviteja

{"title":"Financial Technology (Fintech) and Banking Industry Transformation: A Symbiotic Evolution into the Digital Era","authors":"Nalabothu Raviteja","doi":"10.59256/ijsreat.20240401004","DOIUrl":"https://doi.org/10.59256/ijsreat.20240401004","url":null,"abstract":"This study navigates the dynamic landscape of Financial Technology (Fintech) and its transformative impact on the banking industry, elucidating the symbiotic evolution that characterizes this intersection. Fintech, as the fusion of cutting-edge technologies with financial services, signifies a revolutionary leap, fundamentally reshaping the financial landscape. From ubiquitous mobile banking applications to the advent of blockchain, AI-driven analytics, and cryptocurrencies, Fintech embodies a spectrum of innovations redefining traditional banking norms.The symbiosis between Fintech and banking drives a profound transformation, compelling traditional institutions to embrace digital strategies for competitiveness. Open Banking initiatives foster collaboration, blurring the lines between established banks and nimble Fintech startups. This exploration delves into the intricate layers of this relationship, unraveling the evolution, challenges, and future trends shaping the financial ecosystem. Keywords: Fintech Integration, Banking Transformation, Digital Financial Services, Open Banking Initiatives, Symbiotic Evolution.","PeriodicalId":310227,"journal":{"name":"International Journal Of Scientific Research In Engineering & Technology","volume":"49 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139870427","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

Mathematical Modeling of Gait for Lower Limb Exoskeleton 下肢外骨骼步态数学建模

International Journal Of Scientific Research In Engineering & Technology Pub Date : 2023-12-11 DOI: 10.59256/ijsreat.20230306002

Takeshwar kaushik, Khemanshu kumar Sahu, Deepak Sharma

{"title":"Mathematical Modeling of Gait for Lower Limb Exoskeleton","authors":"Takeshwar kaushik, Khemanshu kumar Sahu, Deepak Sharma","doi":"10.59256/ijsreat.20230306002","DOIUrl":"https://doi.org/10.59256/ijsreat.20230306002","url":null,"abstract":"This study presents the mathematical Modeling of gait. This model is for the lower limb exoskeleton. The exoskeleton has wide scope in hospitals, physical training, and army. The comfortable gait with exoskeleton requires a good mathematical model of gait. This Modeling of this study starts with a C3D file which is taken from a hospital. This Modeling uses MLS viewer, MOKKA, Any Body, and Matlab software. The basic information of the C3D file read with the MLS viewer software. This software tells the type of force plate, name of maker points, the number of force plate and marker points use in the gait analysis. The motion of marker points visualizes in MOKKA software. These visuals in MOKKA software give the position of all marker points. The MOKKA software also gives information about the starting frame number and last frame number for the gait on the force plates. The information collected from the MLS viewer and MOKKA software uses for modification of Any Script of the inbuilt model of Any Body software. The kinematic and inverse dynamic analysis of C3D file data performs in Any Body software after proper changes in Any Script of the model. The linear position and velocity data obtained from kinematic analysis use in Mat lab Modeling. Mat lab Modeling has two-step: curve fitting and curve plotting. The sum of sine equation fits on this linear position and velocity data using the curve fitting app of Mat lab. Another velocity equation is evaluated by the differentiation of the position equation. These equations of linear position and velocity simulate using Mat lab software. The plot of kinematic analysis data and plot of modeled equations compare in the Mat lab software. The goodness of the results of all these equations is decided based on root mean square error (RMSE). Keywords: Gait Analysis; Biomechanics; C3D files; Anybody Software; Root mean square error (RMSE); Electromyography(EMG); Open Sim; Mokka Analysis; Any Body Analysis; MLS viewer; Mat Lab Modeling.","PeriodicalId":310227,"journal":{"name":"International Journal Of Scientific Research In Engineering & Technology","volume":"142 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138981423","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

Bird Species Identification Using Audio Processing Embedded With Translator 利用嵌入翻译器的音频处理技术识别鸟类物种

International Journal Of Scientific Research In Engineering & Technology Pub Date : 2023-12-06 DOI: 10.59256/ijsreat.20230306001

Akassh G, Arnesh J, Jernik Galidine L

引用次数: 0

Automatic Water Pumping and Quality Monitoring System 自动水泵及水质监测系统

International Journal Of Scientific Research In Engineering & Technology Pub Date : 2023-09-03 DOI: 10.59256/ijsreat.20230305001

Hridya R P, Aromal K R, Anu Treesa C Y, Aljo T J, Elizabeth S Edattukaran

引用次数: 0

Stress analysis of U-type layered sandwich beams u型层状夹层梁的应力分析

International Journal Of Scientific Research In Engineering & Technology Pub Date : 2023-08-21 DOI: 10.59256/ijsreat.20230304003

S. S. M, Y. Jadhav

引用次数: 0

Dynamic analysis of laminated composite cylindrical shells with stiffeners 加筋层合复合材料圆柱壳的动力分析

International Journal Of Scientific Research In Engineering & Technology Pub Date : 2023-08-16 DOI: 10.59256/ijsreat.20230304002

S. S. M, Patil V. P

{"title":"Dynamic analysis of laminated composite cylindrical shells with stiffeners","authors":"S. S. M, Patil V. P","doi":"10.59256/ijsreat.20230304002","DOIUrl":"https://doi.org/10.59256/ijsreat.20230304002","url":null,"abstract":"The domain of engineering and structural mechanics has undergone a transformative shift, courtesy of composite materials, attributing to their remarkable strength-to-weight ratio and versatile design adaptability. Amid the diverse array of composite applications, significant attention has been directed towards composite shells fortified with stiffening elements. These configurations seamlessly amalgamate the merits of composite materials with the augmented load-bearing capabilities conferred by the incorporation of stiffeners. This research undertaking aims to dissect orthotropic multilayered shells manifesting distinct stiffening configurations. The analytical exploration is carried out through the utilization of the Finite Element Analysis (FEA) software ANSYS. The ensuing analysis embraces several stiffening patterns: no stiffener, edge beam, central stringer, three equidistant stringers, central ring, and ring with stringer. The inherent diversity in the natural frequencies is reflective of the variance in these stiffening arrangements. Keywords: Laminated Composite Shells, Finite Element Method, Stiffeners, ANSYS.","PeriodicalId":310227,"journal":{"name":"International Journal Of Scientific Research In Engineering & Technology","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117211840","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

International Journal Of Scientific Research In Engineering &amp; Technology最新文献

International Journal Of Scientific Research In Engineering & Technology最新文献