2020 Third International Conference on Advances in Electronics, Computers and Communications (ICAECC)最新文献_第5页

High Resolution Digital Pulse Width Modulated Signal Scheme on FPGA 基于FPGA的高分辨率数字脉宽调制信号方案

2020 Third International Conference on Advances in Electronics, Computers and Communications (ICAECC) Pub Date : 2020-12-11 DOI: 10.1109/ICAECC50550.2020.9339523

Sheaba Thomas, K. S. Riyas

引用次数: 0

Proceedings of 2020 Third International Conference on Advances in Electronics, Computers and Communications (ICAECC) 2020第三届电子、计算机与通信国际会议论文集(ICAECC)

2020 Third International Conference on Advances in Electronics, Computers and Communications (ICAECC) Pub Date : 2020-12-11 DOI: 10.1109/icaecc50550.2020.9339507

引用次数: 0

Semantic Annotation of IoT Resource with ontology orchestration 基于本体编排的物联网资源语义标注

2020 Third International Conference on Advances in Electronics, Computers and Communications (ICAECC) Pub Date : 2020-12-11 DOI: 10.1109/ICAECC50550.2020.9339490

V. P, Ajeet A. Chikkamannur

引用次数: 11

Ocean Internal Wave Detection from SAR Images using Particle Swarm Optimization 基于粒子群算法的SAR图像海洋内波检测

2020 Third International Conference on Advances in Electronics, Computers and Communications (ICAECC) Pub Date : 2020-12-11 DOI: 10.1109/ICAECC50550.2020.9339511

C. Divya, S. Vasavi, A. Sarma

引用次数: 1

An Ameliorated hybrid model for Fraud Detection based on Tree based algorithms and Benford's Law 基于树算法和本福德定律的欺诈检测改进混合模型

2020 Third International Conference on Advances in Electronics, Computers and Communications (ICAECC) Pub Date : 2020-12-11 DOI: 10.1109/ICAECC50550.2020.9339471

Kaithekuzhical Leena Kurien, Ajeet A. Chikkamannur

{"title":"An Ameliorated hybrid model for Fraud Detection based on Tree based algorithms and Benford's Law","authors":"Kaithekuzhical Leena Kurien, Ajeet A. Chikkamannur","doi":"10.1109/ICAECC50550.2020.9339471","DOIUrl":"https://doi.org/10.1109/ICAECC50550.2020.9339471","url":null,"abstract":"In today's living conditions amidst pandemic the online dependence of buying and selling is at its peak. The world globally is looking for safer and convenient options of using online payment facility. The online sales are roaring because of pandemic conditions around us and the fraudsters are actively pursuing evolving strategies for fraud in online payment. The main aim of this paper is to develop a novel algorithm using machine learning to learn fraudulent patterns in credit card transactions and apply it on test data. The Benford's Law is used to find if deviations occur in data and hence determines if fraud transactions are present in dataset. The unsupervised K means algorithm produces output in the form of two clusters consisting of Fraud and genuine transactions. The predicted data along with unseen data reserved in beginning are passed to Logistic Regression, Random Forest and XG Boost. The credit card transactions are applied to hybrid model which detects whether transaction is fraud or not. The experimental results demonstrate the effectiveness of the proposed model. The proposed hybrid method gives excellent results in Roc -AUC score and Fl-score as compared to simple Random Forest and Logistic Regression.","PeriodicalId":196343,"journal":{"name":"2020 Third International Conference on Advances in Electronics, Computers and Communications (ICAECC)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131696115","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

A Novel Method for Glaucoma Detection Using Computer Vision 利用计算机视觉检测青光眼的新方法

2020 Third International Conference on Advances in Electronics, Computers and Communications (ICAECC) Pub Date : 2020-12-11 DOI: 10.1109/ICAECC50550.2020.9339478

Sreemol S, Umesh A C

引用次数: 0

Applying Bipartite Supergraphs to Mitigate Ping Pong Effect in Hierarchical Wireless Networks 应用二部超图缓解分层无线网络中的乒乓效应

2020 Third International Conference on Advances in Electronics, Computers and Communications (ICAECC) Pub Date : 2020-12-11 DOI: 10.1109/ICAECC50550.2020.9339509

Soma Pandey, G. Kadambi, V. Pande

{"title":"Applying Bipartite Supergraphs to Mitigate Ping Pong Effect in Hierarchical Wireless Networks","authors":"Soma Pandey, G. Kadambi, V. Pande","doi":"10.1109/ICAECC50550.2020.9339509","DOIUrl":"https://doi.org/10.1109/ICAECC50550.2020.9339509","url":null,"abstract":"Wireless networks with mesh topology usually have a partitioned, clustered or cellular structure wherein there is a central cluster head/gateway/evolved Node B (eNB) around which a fixed service set is defined. The fragile nature of the wireless network topology and the movement of nodes for load management or for hand off and handover results in instability of the network. The instability happens because, the end node, which can be a User Equipment (UE) or a Wi-Fi client node, gets pushed to and fro between multiple cluster heads/gateways/eNB repeatedly. This happens because the parameter being considered for node transfers and assignments might be at a threshold value for both the sender and receiver node. This is called the ping pong effect. This paper attempts to address this very common issue by applying the concept of Bipartite graph to derive a stability condition. This condition, when applied, on node migrations, will ensure that there is no ping pong effect. The entire computation is performed by using the Supergraph of network which further reduces the computation, thereby rendering the entire scheme very scalable.","PeriodicalId":196343,"journal":{"name":"2020 Third International Conference on Advances in Electronics, Computers and Communications (ICAECC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129972420","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

[Copyright notice] (版权)

2020 Third International Conference on Advances in Electronics, Computers and Communications (ICAECC) Pub Date : 2020-12-11 DOI: 10.1109/icaecc50550.2020.9339498

引用次数: 0

Controller Area Network Bus based Communication system for Thermal Power Plant 基于控制器局域网总线的火电厂通信系统

2020 Third International Conference on Advances in Electronics, Computers and Communications (ICAECC) Pub Date : 2020-12-11 DOI: 10.1109/ICAECC50550.2020.9339516

Aditya Ghatak, A. Kumar, K. Patel, Sanket Borole, Chirag Rao

引用次数: 0

Topological exploration for the efficient design of three-dimensional Network on Chip architectures 面向三维片上网络结构高效设计的拓扑探索

2020 Third International Conference on Advances in Electronics, Computers and Communications (ICAECC) Pub Date : 2020-12-11 DOI: 10.1109/ICAECC50550.2020.9339506

Malathi Naddunoori, D. M

{"title":"Topological exploration for the efficient design of three-dimensional Network on Chip architectures","authors":"Malathi Naddunoori, D. M","doi":"10.1109/ICAECC50550.2020.9339506","DOIUrl":"https://doi.org/10.1109/ICAECC50550.2020.9339506","url":null,"abstract":"With the advent of nanoscale computing the new era of communications demand IC technologies with lesser silicon footprint, low power consumption and higher bandwidths. There has been a paradigm shift from conventional bus based approach to Network on Chip (NoC) approach because of technology constraints. The NoC technology with shorter wires and layered structured forms the 3D Network on Chip which forms a promising and emerging field of research. Architecture of 3D NoC's, Topologies, Interconnects, Routing of 3D NoC's are indeed novel areas of exploration. The 3D IC's enable the optical devices, analog circuitry and digital circuitry in three different layers which is a unique feature to develop highly heterogeneous and multifunctional systems. This paper discusses about the basics of NoC's, 3D NoC's layout and detailed description of 3D NoC Topologies. All the distinct features of Topologies are listed and clustered Topologies seem to be the promising Topologies for nano scale design if clock and thermal issues are to be overcome with proper approach in 3D NoC's.","PeriodicalId":196343,"journal":{"name":"2020 Third International Conference on Advances in Electronics, Computers and Communications (ICAECC)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116695634","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