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2021 2nd International Conference on Intelligent Engineering and Management (ICIEM)最新文献

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A Review of ML Based Fault Detection Algorithms in WSNs 基于ML的无线传感器网络故障检测算法综述
2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445384
S. Yadav, T. Poongodi
{"title":"A Review of ML Based Fault Detection Algorithms in WSNs","authors":"S. Yadav, T. Poongodi","doi":"10.1109/ICIEM51511.2021.9445384","DOIUrl":"https://doi.org/10.1109/ICIEM51511.2021.9445384","url":null,"abstract":"Wireless sensor network (WSN) is precisely outlined as a group of exclusively dedicated spatially distributed sensors for recording and processing environmental data like temperature, humidity, wind velocity, air density etc. WSN is a propitious technology because of its cost effectiveness, facile deploybility and flexible size. But, because of several reasons sometimes the WSN changes dynamically and it demands various advanced algorithms and at times, redesigning of the network architecture. ML techniques prove to be helpful in coping up with these disruptive changes. Machine learning is a self-learning approach that enables computing machines to learn from their experiences and respond without the requirement of any human trainer or re-programming [1]. In this paper, we have compared several ML algorithms that work well for fault detection in WSNs.","PeriodicalId":264094,"journal":{"name":"2021 2nd International Conference on Intelligent Engineering and Management (ICIEM)","volume":"169 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115146115","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: 10
Security Challenges, Applications and Vehicular Authentication Methods in VANET For Smart Traffic Management 面向智能交通管理的VANET中的安全挑战、应用和车辆认证方法
2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445337
Priya Kohli, Sachin Sharma, Priya Matta
{"title":"Security Challenges, Applications and Vehicular Authentication Methods in VANET For Smart Traffic Management","authors":"Priya Kohli, Sachin Sharma, Priya Matta","doi":"10.1109/ICIEM51511.2021.9445337","DOIUrl":"https://doi.org/10.1109/ICIEM51511.2021.9445337","url":null,"abstract":"Vehicular Ad hoc Networks (VANET) is an emerging and promising technology that provides real-time assistance to automobiles. An increasing rate of accidents on road has shown a need for an Intelligent Transportation System (ITS) which can generate signals and can intimate nearby automobiles. In such a dynamic environment, authenticity is a major challenge. Various authentication schemes already prevailing are discussed with their implementation.","PeriodicalId":264094,"journal":{"name":"2021 2nd International Conference on Intelligent Engineering and Management (ICIEM)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123571230","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: 10
E-Commerce Assistance with a Smart Chatbot using Artificial Intelligence 使用人工智能的智能聊天机器人协助电子商务
2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445316
Manik Rakhra, Gurram Gopinadh, Narasimha Sai Addepalli, Gurasis Singh, Shaik Aliraja, Vennapusa Siva Ganeshwar Reddy, Muthumula Navaneeswar Reddy
{"title":"E-Commerce Assistance with a Smart Chatbot using Artificial Intelligence","authors":"Manik Rakhra, Gurram Gopinadh, Narasimha Sai Addepalli, Gurasis Singh, Shaik Aliraja, Vennapusa Siva Ganeshwar Reddy, Muthumula Navaneeswar Reddy","doi":"10.1109/ICIEM51511.2021.9445316","DOIUrl":"https://doi.org/10.1109/ICIEM51511.2021.9445316","url":null,"abstract":"In this present research we use design science analysis to express chatbot design awareness in higher education. For previous research into the design process, we carried out a literature review. Furthermore, we studied the content of student emails and forum articles from four instances of a fundamental Java programming course. We introduce a conceptual architecture for chatbots in higher education from literature and evidence and show how this is applied. We conclude with a debate with tentative design recommendations and a plan for further research. Chatbot rules-based program performs prefixed acts based on \"playbooks\" that you have setup at the back of the user interface. Just like a virtual assistant, chat-based rules-based technologies can function on the basis of click acts, such as \"Yes\" against \"No.\"Website and social networking outlets have become more and more popular places for people to voice their opinions on different issues, in particular their frustrations with brands and corporations.","PeriodicalId":264094,"journal":{"name":"2021 2nd International Conference on Intelligent Engineering and Management (ICIEM)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125536834","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: 11
Object Detection for Autonomous Driving using YOLO algorithm. 基于YOLO算法的自动驾驶目标检测。
2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445365
Abhishek Sarda, Shubhra Dixit, Anupama Bhan
{"title":"Object Detection for Autonomous Driving using YOLO algorithm.","authors":"Abhishek Sarda, Shubhra Dixit, Anupama Bhan","doi":"10.1109/ICIEM51511.2021.9445365","DOIUrl":"https://doi.org/10.1109/ICIEM51511.2021.9445365","url":null,"abstract":"In this paper, we have presented the work that we have done pertaining to object detection for the purpose of aiding autonomous vehicles during navigation. The detections are carried out using the state-of-the-art YOLO model which is trained on a custom-made model on a custom-made dataset. The main objective of this paper is to highlight the building of the model on low-cost computing resources. After training, we have implemented the model on video data as well as on web camera.","PeriodicalId":264094,"journal":{"name":"2021 2nd International Conference on Intelligent Engineering and Management (ICIEM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114151328","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: 12
Action Replication in GTA5 using Posenet Architecture with LSTM Cells GTA5中使用Posenet架构和LSTM单元的动作复制
2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445358
Shivendra Singh, Manish Prajapati, Neha Vashist, Himmat Singh Rajput, Vaibhav Mishra, Usha Mittal, Pooja Rana
{"title":"Action Replication in GTA5 using Posenet Architecture with LSTM Cells","authors":"Shivendra Singh, Manish Prajapati, Neha Vashist, Himmat Singh Rajput, Vaibhav Mishra, Usha Mittal, Pooja Rana","doi":"10.1109/ICIEM51511.2021.9445358","DOIUrl":"https://doi.org/10.1109/ICIEM51511.2021.9445358","url":null,"abstract":"Playing video games by doing physical activity in an environment instead of keyboard or game controllers is not new. There are multiple products accessible in the market which are already doing well. But they all rely on some expensive sensors (Motion sensors, accelerometer, radar, infrared, etc.) with a separate processing unit to control games by physical activity in real-time. They perform excellently but cost too much that not everyone can afford. Despite that, they are compatible with only fewer games and users can't modify them to play games that they want. This paper introduces a method to control games by doing physical activities with just a Smartphone or web camera without any separate processing unit or expensive sensors. The product will be the only software that will use a camera to analyze physical activities with the help of some Deep Learning algorithms to control games in real-time. The user will have the ability to tune the system according to the game and the way they want to play. The network was trained on 70% of data and tested on 30% of the data logging 96.01 % accuracy when validated.","PeriodicalId":264094,"journal":{"name":"2021 2nd International Conference on Intelligent Engineering and Management (ICIEM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128768693","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
Title Page 标题页
2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/iciem51511.2021.9445318
{"title":"Title Page","authors":"","doi":"10.1109/iciem51511.2021.9445318","DOIUrl":"https://doi.org/10.1109/iciem51511.2021.9445318","url":null,"abstract":"","PeriodicalId":264094,"journal":{"name":"2021 2nd International Conference on Intelligent Engineering and Management (ICIEM)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128614014","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
A bi-objective model for hospital evacuation and reliable pharmaceutical supply chain for critical patients 危重病人医院后送与可靠药品供应链的双目标模型
2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445340
A. Navaei, Srikant Gupta, Dahiru Dauda Hammawa, Umar Muhammad Modibbo
{"title":"A bi-objective model for hospital evacuation and reliable pharmaceutical supply chain for critical patients","authors":"A. Navaei, Srikant Gupta, Dahiru Dauda Hammawa, Umar Muhammad Modibbo","doi":"10.1109/ICIEM51511.2021.9445340","DOIUrl":"https://doi.org/10.1109/ICIEM51511.2021.9445340","url":null,"abstract":"With increasing natural and human-made disasters, governments need to have a comprehensive and precise plan for emergency evacuation is felt more than ever. Hospitals are places that, due to the presence of vulnerable people and some dangerous chemical materials, need a perfect and accurate plan for emergency evacuation. In this paper, we presented a bi-objective multi-period, multi-product model for hospital evacuation and pharmaceutical supply chain for critical patients. An epsilon constraint method and Finally, the performance of solution procedures is compared, and the results are analyzed.","PeriodicalId":264094,"journal":{"name":"2021 2nd International Conference on Intelligent Engineering and Management (ICIEM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129042277","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: 3
Dynamic Stability Analysis of SMIB System with PSS, LQR and ROOC 带PSS、LQR和ROOC的SMIB系统动态稳定性分析
2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445364
K. Himaja, Srinivas Gangishetti, S. Kalyani
{"title":"Dynamic Stability Analysis of SMIB System with PSS, LQR and ROOC","authors":"K. Himaja, Srinivas Gangishetti, S. Kalyani","doi":"10.1109/ICIEM51511.2021.9445364","DOIUrl":"https://doi.org/10.1109/ICIEM51511.2021.9445364","url":null,"abstract":"This paper describes the dynamic stability analysis of Single Machine Infinite Bus (SMIB) system with Power System Stabilizer (PSS), Linear Quadratic Regulator (LQR), and Reduced Order Observer based Optimal Controller (ROOC) for enhancement of dynamic stability under small disturbances. The generator parameters are identified through Heffron-Phillip’s model. The performance of the proposed controllers are analyzed at nominal load condition. The analysis is carried out through eigenvalues and time response results. The ROOC provides better dynamic results compared to LQR, PSS and without controller.","PeriodicalId":264094,"journal":{"name":"2021 2nd International Conference on Intelligent Engineering and Management (ICIEM)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129365842","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 Bio-inspired Optimization Framework for Effective Crop Land Allocation and Utilization 一种新的基于生物的作物土地有效配置和利用优化框架
2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445317
N. Thilagavathi, Swamynathan Ramakrishnan, T. Amudha
{"title":"A Novel Bio-inspired Optimization Framework for Effective Crop Land Allocation and Utilization","authors":"N. Thilagavathi, Swamynathan Ramakrishnan, T. Amudha","doi":"10.1109/ICIEM51511.2021.9445317","DOIUrl":"https://doi.org/10.1109/ICIEM51511.2021.9445317","url":null,"abstract":"Land availability for agriculture has become scarce in the present technological world. Effective usage of the cultivable land is constrained due to less availability of water and cost-effective land allocation for cultivation has turned out more challenging. Crop planning optimization is termed as a combinatorial optimization problem, in which effective utilization of land plays a major role. The primary objective of this paper is to perform optimal land allocation to improve agricultural income. Ant colony optimization algorithm (ACO), Social Spider Algorithm (SSA), and LINGO global solver are applied for optimizing the agricultural land in this work. The study area chosen for this research is agricultural areas in Coimbatore, situated in Tamilnadu state, India. This research outcome has shown that planned land allocation through optimization algorithms could significantly increase the profit in agriculture to a considerable extent.","PeriodicalId":264094,"journal":{"name":"2021 2nd International Conference on Intelligent Engineering and Management (ICIEM)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126562225","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
Dendrochronology with Deep Learning 深度学习的树木年代学
2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445305
D. K, Sukhvir Kaur
{"title":"Dendrochronology with Deep Learning","authors":"D. K, Sukhvir Kaur","doi":"10.1109/ICIEM51511.2021.9445305","DOIUrl":"https://doi.org/10.1109/ICIEM51511.2021.9445305","url":null,"abstract":"Analysis of the tree rings by hand is a difficult task and agitated for dendrochronology domain area. Detection of the tree rings are quite popular in numerous fields of science. As, the detected results enables the users to determine the age of tree, tree with good ring and environment changes. The evaluation of the tree rings requires previous detection of the tree ring boundaries that is usually performed physically with devices like stereoscope, moving table, along with data recorder. To ease the manual work of users, this paper presents detection of actual ring as good for denoised images using denoising neural network (dncnn). In existing paper, author worked for 3 images with median filter. In comparison to the existing work, this paper provides 100 images which were denoised first and then detected rings.","PeriodicalId":264094,"journal":{"name":"2021 2nd International Conference on Intelligent Engineering and Management (ICIEM)","volume":"189 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134421548","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
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