2023 Third International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT)最新文献_第4页

Real Estate Price Prediction using Machine Learning 利用机器学习预测房地产价格

2023 Third International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT) Pub Date : 2023-01-05 DOI: 10.1109/ICAECT57570.2023.10117910

S. Sreeja, V. Asha, Binju Saju, Nivash Cp, P. O. Prakash, Adarsh Kumar Singh

引用次数: 0

Development of a three-level soft switching topology for renewable energy applications with multiple operating modes: Development of three-level soft switching topology 多工作模式下可再生能源应用三电平软交换拓扑的发展:三电平软交换拓扑的发展

2023 Third International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT) Pub Date : 2023-01-05 DOI: 10.1109/ICAECT57570.2023.10118157

J. Barsana Banu, R. Karthigaivel, T. Deepika vinothini, J. Jeyashanthi

引用次数: 0

IMPROVED DOUBLE-LEVEL BLENDING MODEL (IDLBM): CUSTOMER CHURN ESTIMATING IN INSURANCE INDUSTRY 改进的双层次混合模型:保险业客户流失估计

2023 Third International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT) Pub Date : 2023-01-05 DOI: 10.1109/ICAECT57570.2023.10118051

Nagaraju Jajam, Nagendra Panini Challa, Ksl Prasanna

{"title":"IMPROVED DOUBLE-LEVEL BLENDING MODEL (IDLBM): CUSTOMER CHURN ESTIMATING IN INSURANCE INDUSTRY","authors":"Nagaraju Jajam, Nagendra Panini Challa, Ksl Prasanna","doi":"10.1109/ICAECT57570.2023.10118051","DOIUrl":"https://doi.org/10.1109/ICAECT57570.2023.10118051","url":null,"abstract":"The simplest definition of churn is when a customer quits making purchases from a company. Churn is frequently measured by the rate or share of customers who drop a brand over time. To increase the reliability of client churn forecast in the insurance market and improve the forecast of client attrition in the insurance industry, an Improved Double-Level Blending model (IDLBM) based on Dynamic integration is developed. The Random Forest (RF), Multi-layer Perceptron(MLP), Support Vector Machine(SVM), and Bayesian Network (BN) are used to find the Insurance industry customer churn forecast. all in accordance with the features of client dataset from the insurance business. The dataset insurance Churn Prediction-Machine Hackthan was taken from the Kaggle's repository. The dataset is evaluated using two separate strategies. First, there is traditional technique Blending, second, there is IDLBM, which multiplies the outcomes of each classifier's predictions to improve the learner's prediction accuracy performance. The investigational outcomes show that IDLBM may greatly increase the accuracy of Insurance sector consumer loss prediction.","PeriodicalId":338586,"journal":{"name":"2023 Third International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT)","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124866813","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

Transfer Learning with EfficientNet for Computer Vision based Automatic Gender Classification 基于高效网络的计算机视觉性别自动分类迁移学习

2023 Third International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT) Pub Date : 2023-01-05 DOI: 10.1109/ICAECT57570.2023.10117661

Sanskruti Patel, Dharmendra Patel

{"title":"Transfer Learning with EfficientNet for Computer Vision based Automatic Gender Classification","authors":"Sanskruti Patel, Dharmendra Patel","doi":"10.1109/ICAECT57570.2023.10117661","DOIUrl":"https://doi.org/10.1109/ICAECT57570.2023.10117661","url":null,"abstract":"The past several years have seen a lot of activity in the field of gender classification research. For a wide range of tasks including surveillance, computer vision, human-computer interaction, and traffic monitoring, gender classification is essential. The traditional approach used to classify gender has a number of drawbacks and is insufficient when used with live images. However, gender classification is just one of several computer vision applications where deep learning algorithms have demonstrated their potential. CNNs are capable of automatic feature generation and provide data insight which is used for efficient classification. In this paper, a special class of pre-trained CNN, called EfficientNet is proposed for automatic gender classification from input image. The experiment is carried out using a dataset with 58,700 images categorized into male and female. The performance of EfficientNet-B0 is also compared with other benchmark pre-trained CNN models i.e. VGG16, ResNet50 and DenseNet. The Precision, Recall and F1-Score values achieved for EfficientNet-BO are 96.80%, 96.60% and 96.88% respectively.","PeriodicalId":338586,"journal":{"name":"2023 Third International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT)","volume":"326 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133984697","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

Comparison and Power Loss Assessment of 1Ø Grid-Tied Non-Isolated Inverters 1Ø并网非隔离逆变器的比较与功率损耗评估

2023 Third International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT) Pub Date : 2023-01-05 DOI: 10.1109/ICAECT57570.2023.10118058

Rushikesh S. Shahakar, K. Thakur, Nutan S. Thakare

引用次数: 0

Comparative Study and Performance Analysis of Deep Neural Networks for Sign Language Recognition using Transfer Learning 基于迁移学习的深度神经网络手语识别的比较研究与性能分析

2023 Third International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT) Pub Date : 2023-01-05 DOI: 10.1109/ICAECT57570.2023.10118114

S. Khurana, R. Sreemathy, M. Turuk, J. Jagdale

引用次数: 1

Traffic sign detection using Deep learning techniques 使用深度学习技术的交通标志检测

2023 Third International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT) Pub Date : 2023-01-05 DOI: 10.1109/ICAECT57570.2023.10118165

P. Someswari, R. Cristin, T. Daniya

引用次数: 0

MMD labeling of $W_{5}$ corona with 2m copies of $W_{5}$ $W_{5}$ corona的MMD标记与$W_{5}$的200万份拷贝

2023 Third International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT) Pub Date : 2023-01-05 DOI: 10.1109/icaect57570.2023.10118292

Revathi R, A. D, Iranian D, Varunapriyan K

引用次数: 0

Mechatronic Conceptual Design and Kinematic Analysis of Serial-Type Robotic Exoskeleton for Assisted Rehabilitation Therapy on Upper Limbs 用于上肢辅助康复治疗的串联型机器人外骨骼机电一体化概念设计及运动学分析

2023 Third International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT) Pub Date : 2023-01-05 DOI: 10.1109/ICAECT57570.2023.10118243

Jean P. Quezada, Kevin S. Cabrera, Jose Cornejo, R. Palomares, Jorge A. Cornejo-Aguilar, Mariela Vargas

{"title":"Mechatronic Conceptual Design and Kinematic Analysis of Serial-Type Robotic Exoskeleton for Assisted Rehabilitation Therapy on Upper Limbs","authors":"Jean P. Quezada, Kevin S. Cabrera, Jose Cornejo, R. Palomares, Jorge A. Cornejo-Aguilar, Mariela Vargas","doi":"10.1109/ICAECT57570.2023.10118243","DOIUrl":"https://doi.org/10.1109/ICAECT57570.2023.10118243","url":null,"abstract":"For many years, the high price of medical exoskeletons for rehabilitation prevented the majority of the population from acquiring them. Therefore, certain new technologies allow the design of digital models capable of reducing weight, volume and price by having the possibility of being 3D printed. For this reason, an investigation carried out in 2022, under the supervision of the Faculty of Mechatronics Engineering, resulted in the proposed project, which is a serial-type exoskeleton for assisted-type rehabilitation in upper extremities, in addition to an electronic system of rapid control using the STM32F103C8T6 board with a frequency of 72MHz and a Cortex-M3 processor. In addition, the exoskeleton can regulate the degrees of rotation of each actuator in the 4 degrees of articulation that it has. This study presents a conceptual mechatronic design under the anthropometric measurements of an adult person and using 3D printing materials with toxic kinetic qualities of the ISO 10993-16: 2017 standard. The developed exoskeleton intends to apply in hospitals, clinics and other health centers with physical rehabilitation area. In conclusion, favorable results were achieved; consequently, the next step in this project is to be able to manage the movements and record new ones as required by the physiotherapist, under a mobile application.","PeriodicalId":338586,"journal":{"name":"2023 Third International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114397217","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

Satin Bower Bird Algorithm Based Solar Photovoltaic System 基于Satin Bower Bird算法的太阳能光伏系统

2023 Third International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT) Pub Date : 2023-01-05 DOI: 10.1109/ICAECT57570.2023.10118272

Nootan Kaushik, Paruchuri Srinivas, Singh Chetan, P. Y. Teja, S. Harish

引用次数: 0