2021 2nd International Conference on Intelligent Engineering and Management (ICIEM)最新文献_第10页

Use of Artificial Intelligence in Healthcare Systems: State-of-the-Art Survey 人工智能在医疗保健系统中的应用:最新的调查

2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445391

Komal, G. Sethi, Nazir Ahmad, M. Rehman, Hatim M. Elhassan Ibrahim Dafallaa, M. Rashid

{"title":"Use of Artificial Intelligence in Healthcare Systems: State-of-the-Art Survey","authors":"Komal, G. Sethi, Nazir Ahmad, M. Rehman, Hatim M. Elhassan Ibrahim Dafallaa, M. Rashid","doi":"10.1109/ICIEM51511.2021.9445391","DOIUrl":"https://doi.org/10.1109/ICIEM51511.2021.9445391","url":null,"abstract":"Artificial Intelligence (AI) techniques getting at any point present in modern business and regular day to day existence is additionally consistently being applied to Healthcare. In various pieces of regulatory cycles and patient thoughts by making use of Artificial Intelligence in Healthcare services can possibly help Healthcare services suppliers. Most of the AI and medical services innovations have solid importance to the Healthcare field, yet the strategies they backing can shift essentially and keeping in mind that a few review papers on Artificial Intelligence in Healthcare recommend that by making use of Artificial Intelligence in Healthcare can perform similarly too or better than people at specific techniques, like diagnosing disease, it will be a significant number of years before AI in Healthcare services replaces people for an expansive scope of medical tasks. By using Artificial Intelligence it is expecting to mirror human mental capacities and limits. It is acquiring a change point of view to constrain by extending accessibility of Healthcare, services information, and quick progression of investigation methods. Significant illness areas by making use of AI techniques incorporate cardiology, Cancer, neurology, and then we review the applications, Ethical issues in the application of AI to Healthcare and conclude about the different AI frameworks.","PeriodicalId":264094,"journal":{"name":"2021 2nd International Conference on Intelligent Engineering and Management (ICIEM)","volume":"26 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":"132197297","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

Voice Activity Detection using windowing and updated K-Means Clustering Algorithm 基于窗口和改进k均值聚类算法的语音活动检测

2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445371

Shilpa Sharma, Anurag Sharma, R. Malhotra, Punam Rattan

引用次数: 1

Pneumonia Detection Using Deep Learning Algorithms 使用深度学习算法检测肺炎

2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445310

Dirisala Saikrishna, Mulagala Madhusudhan Rao, B. Dhanush, S. Harshavardhan, Borra Prudhvi, Pooja Rana, Usha Mittal

引用次数: 3

Comparative Study of IoT Development Boards in 2021: Choosing right Hardware for IoT Projects 2021年物联网开发板的比较研究:为物联网项目选择合适的硬件

2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445290

Naveen Tewari, N. Deepak, Mukesh Joshi, J. bhatt

引用次数: 2

Monitoring Health of IIOT Devices using Blockchain 使用区块链监控IIOT设备的运行状况

2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445282

Rushika Ramane, Rutuja Patole, Soundarya Nevrekar, Anagha Aher, Neha Deshmukh

{"title":"Monitoring Health of IIOT Devices using Blockchain","authors":"Rushika Ramane, Rutuja Patole, Soundarya Nevrekar, Anagha Aher, Neha Deshmukh","doi":"10.1109/ICIEM51511.2021.9445282","DOIUrl":"https://doi.org/10.1109/ICIEM51511.2021.9445282","url":null,"abstract":"Nowadays, we are encircled by countless IoT (Internet of Things) gadgets and sensors. These gadgets are intended to make life simpler and more agreeable. Blockchain innovation, particularly its mass application, is speedily developing into a profitable venture. A blockchain additionally called a circulated shared record, is a permanent information base of records by cryptography. It permits trade and capacity of computerized resources without the requirement for outsider oversight. Gadgets that download a setup record from an incorporated worker need to believe that power and in the event that it is undermined the gadget gets defenceless. With a blockchain, the requirement for focal authority is missing. Gadgets trade resources straight-forwardly between one another. Reception of blockchain into big business networks actually has a couple of provokes that should be handled. Using blockchain can bring expanded security and proficiency of gadget upkeep. The vital component of the blockchain, immutability, carries protection from unapproved alterations. The entire history of gadget arrangement changes is put away in the blockchain, consequently recuperation after occurrences is exceptionally direct. Observing of gadget execution and traffic assumes working organization gadgets and their interconnection. Gadget and interface statuses should be followed for picking up an extensive review of organization conditions. This paper elaborates on monitoring the organization data and the idea is dependent on blockchain innovation. Organization heads control network gadgets by implicating by recording the change of gadget arrangement into the blockchain. The critical curiosity of our answer is a circulated executives of setup documents of IoT gadgets in big business networks using blockchain innovation. This is basically improving security and capacity alternatives for arrangements in the blockchain.","PeriodicalId":264094,"journal":{"name":"2021 2nd International Conference on Intelligent Engineering and Management (ICIEM)","volume":"111 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":"117264319","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 Novel approach of GUI Mapping with image based widget detection and classification 一种基于图像小部件检测与分类的GUI映射新方法

2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445281

K. Jaganeshwari, S. Djodilatchoumy

{"title":"A Novel approach of GUI Mapping with image based widget detection and classification","authors":"K. Jaganeshwari, S. Djodilatchoumy","doi":"10.1109/ICIEM51511.2021.9445281","DOIUrl":"https://doi.org/10.1109/ICIEM51511.2021.9445281","url":null,"abstract":"Software testing is vital for the intellectual benefits of software reliability and quality. At present, Graphical user interfaces are the most common and widely used interfaces in the software industry. Furthermore, GUI Testing is an important approach to ensure the quality of software. Automated software testing is a GUI front end applications similar to APP, and WEB, etc and is a vastly time and resource-consuming task. Therefore, this will become even more complex in rapidly updated GUI applications such as Ex: Patches/Version updates of a mobile App, or the product and offer updates in marketing websites like Flipkart, Amazon, etc., in which the GUI components are continuously updated infinitely. Developing a test case scenario whenever a new GUI component is updated will affect the productivity of the application. In our experiment, we found a better way of improving GUI testing by consequently detecting and classifying GUI widgets using machine learning techniques. Additionally, we also found that detecting and classifying GUI objects in screenshots and reports with a position of the widgets (x, y coordinates) and type of the widgets, matches with trained samples, URL links, and screen links. Hence, we in this paper will analyze and devise an efficient automated testing strategy for Web Applications. This is a unique way of web Graphical user interface testing with a computer vision. This paper will also present the parameters used for object detection, classification, and evaluation with image processing using machine learning algorithms with better accuracy.","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":"129444638","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

Electrocardiogram (ECG) denoising method utilizing Empirical Mode Decomposition (EMD) with SWT and a Mean based filter 基于经验模态分解(EMD)与SWT和均值滤波的心电图去噪方法

2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445297

Shahid A. Malik, S. A. Parah, G. M. Bhat

{"title":"Electrocardiogram (ECG) denoising method utilizing Empirical Mode Decomposition (EMD) with SWT and a Mean based filter","authors":"Shahid A. Malik, S. A. Parah, G. M. Bhat","doi":"10.1109/ICIEM51511.2021.9445297","DOIUrl":"https://doi.org/10.1109/ICIEM51511.2021.9445297","url":null,"abstract":"Electrocardiogram is an pivotal physiological signal that is exploited for the detection of cardiological ailments. An ECG signal necessarily gets polluted with different types of unwanted noise during its acquisition phase thereby deteriorating its quality. This imposes a constraint on its utility in disease diagnosis. It thus becomes necessary to remove these artifacts while at the same time preserving the main features of the signal. EMD based methods have been extensively used for the purpose. In this paper, we utilized a blended method that explores the denoising capability of EMD along with that of SWT and NLM filtering techniques to filter out 50 Hz sinusoidal AC noise and white noise. The efficiency of the presented method has been demonstrated in respect of the empirical parameters like SNR improvement and mean of square error values whilst using various records from the arrhythmia database of the MIT Beth Israel Hospital. The excellence of the method presented has been exhibited through comparison of the obtained results with an existing method","PeriodicalId":264094,"journal":{"name":"2021 2nd International Conference on Intelligent Engineering and Management (ICIEM)","volume":"2 4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114024827","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: 4

Analysis of Physical changes due to bacterial remediation in LECA LWA Concrete LECA LWA混凝土细菌修复后的物理变化分析

2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445308

Rohan Vats, P. Duggal, N. Singh, A. Tyagi, R. K. Tomar, Ujjwal Bhardwaj

{"title":"Analysis of Physical changes due to bacterial remediation in LECA LWA Concrete","authors":"Rohan Vats, P. Duggal, N. Singh, A. Tyagi, R. K. Tomar, Ujjwal Bhardwaj","doi":"10.1109/ICIEM51511.2021.9445308","DOIUrl":"https://doi.org/10.1109/ICIEM51511.2021.9445308","url":null,"abstract":"The use of lightweight concrete aggregate in structures can offer advantages such as a reduction in dead load along with a reduction in plate and beam dimensions. Considering its use, artificial LWA’s significantly lower costs are also crucial. Whilst lightweight concrete aggregate is more water absorbed and more porous, design strategies can be used and applied with difficulty.The treatment of LWA with chemicals, together with several other unintended side effects, has proven effective but not environmentally friendly. This led to a study into the fields of biology for a proper solution to the problems.The use of microbiologically induced calcite precipitation was a forerunner in this investigation. This paper describes the physical effects of Bacillus Sphaericus on Lightweight Aggregate Concrete when exposed to it in a Calcitrate and LML extract medium, as well as an analysis of the effects of surface treatment via the bacteria on the LWA. For this study, the LWA were submerged in the Calcitrate and LML Extract solution for half an hour, then drained and kept in an oven at 39°C for 4 days, and after repeating twice, they were used in the mix according to the mix design, and the effects were observed.The results showed a reduction of 5% in water absorption, 15% increase in comp. strength and Higher Workability than standard samples.","PeriodicalId":264094,"journal":{"name":"2021 2nd International Conference on Intelligent Engineering and Management (ICIEM)","volume":"7 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":"128046035","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

Challenges and Applications of Multimedia Big Data Computing 多媒体大数据计算的挑战与应用

2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445301

Swati Vashisht, Ritu Pal, Harendra Shama, Rakesh Kumar Saini, Naveen Kumar

引用次数: 0

A Relative Study on Analytical Models 分析模型的相关研究

2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445372

Vikas Attri, Isha Batra, A. Malik

{"title":"A Relative Study on Analytical Models","authors":"Vikas Attri, Isha Batra, A. Malik","doi":"10.1109/ICIEM51511.2021.9445372","DOIUrl":"https://doi.org/10.1109/ICIEM51511.2021.9445372","url":null,"abstract":"The growth of Ecommerce and Online Social Network (OSN) sites has seen remarkable growth and people of all ages from diverse cultural background are using it for sharing knowledge. Even companies used many digital marketing techniques such as SEO, SEM, SMO and SMM to target the sales marketing funnel. Today customers have the choice because of the advocacy feature of sales funnel to put reviews on product. So Analytics modeling is essential for social big data comprehension, prediction generation and business decision making. Without models, it's almost impossible to gain insights from the data. Analytics modeling having primary objective is to use data mining and machine learning techniques to break down various kinds of information created inside these mind boggling networks, endeavoring to deliver usable information to assist companies how improve business performance. Business Analytics is a procedure by which significant data trends are identified, analyzed, communicated and resources are used to allow the whole organization to ask some question about any data in any environment on any system. This paper addresses current prescriptive and predictive analytics framework and key approaches for its execution, examines analytical techniques, synthesizes research articles to recognize current investigation issues, and describes future study directions.","PeriodicalId":264094,"journal":{"name":"2021 2nd International Conference on Intelligent Engineering and Management (ICIEM)","volume":"136 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":"127408350","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