Proceedings of the International Conferences on Applied Computing 2022 and WWW/Internet 2022最新文献

SUPERVISED LEARNING BASED APPROACH FOR TURBOFAN ENGINES FAILURE PROGNOSIS WITHIN THE BELIEF FUNCTION FRAMEWORK 基于监督学习的信念函数框架下涡扇发动机故障预测方法

Proceedings of the International Conferences on Applied Computing 2022 and WWW/Internet 2022 Pub Date : 2022-11-08 DOI: 10.33965/ac_icwi2022_202208l014

Rachid Hamza, S. B. Ayed

引用次数: 0

AI ADOPTION IN HEALTHCARE: TRUST AND PRIVACY CONCERNS 人工智能在医疗保健领域的应用:信任和隐私问题

Proceedings of the International Conferences on Applied Computing 2022 and WWW/Internet 2022 Pub Date : 2022-11-08 DOI: 10.33965/ac_icwi2022_202208r038

引用次数: 0

MULTIVARIANT ANALYSIS IN VIDEO AD MARKETING CAMPAIGNS FOR WEB TRAFFIC QUALITY OPTIMIZATION 视频广告营销活动中网络流量质量优化的多变量分析

Proceedings of the International Conferences on Applied Computing 2022 and WWW/Internet 2022 Pub Date : 2022-11-08 DOI: 10.33965/ac_icwi2022_202208l021

M. López, F. Perales

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DEEP LEARNING APPROACH TO CLASSIFYING SOLAR RADIO BURSTS 太阳射电暴分类的深度学习方法

Proceedings of the International Conferences on Applied Computing 2022 and WWW/Internet 2022 Pub Date : 2022-11-08 DOI: 10.33965/ac_icwi2022_202208l002

H. L. Roux, G. Drevin, Roelf Du Toit Strauss, P. J. Steyn

{"title":"DEEP LEARNING APPROACH TO CLASSIFYING SOLAR RADIO BURSTS","authors":"H. L. Roux, G. Drevin, Roelf Du Toit Strauss, P. J. Steyn","doi":"10.33965/ac_icwi2022_202208l002","DOIUrl":"https://doi.org/10.33965/ac_icwi2022_202208l002","url":null,"abstract":"Solar radio bursts have a profound effect on the environment and the technological infrastructure of society. Due to the effects that solar radio bursts have, it is important to be able to correctly classify them in an efficient and timely manner. Recently, there has been great success in object classifying by using convolutional neural networks. Therefore, this paper attempts to classify type II, and type III solar radio bursts, and spectrograms containing no bursts, using a convolutional neural network. An in-depth study was conducted to understand the nature of type II and type III bursts and how convolutional neural networks can be implemented to classify these bursts. Data samples, in the form of FITS files, were collected from the e-Callisto network and processed into images. A convolutional neural network was created with the Python packages TensorFlow and Keras. This model was then trained and tested using the only raw data collected from the e-Callisto network. While the model was not able to reach a very high accuracy the paper shows that such a model can make correct predictions.","PeriodicalId":338649,"journal":{"name":"Proceedings of the International Conferences on Applied Computing 2022 and WWW/Internet 2022","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116819907","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

PROSPECTS FOR THE IMPLEMENTATION OF HEURISTIC ALGORITHMS FROM THE EVOLUTIONARY COMPUTING AS NEW EXPERIMENTAL APPROACHES IN SYNTHETIC BIOLOGY: IN SILICO TESTS 从进化计算中实现启发式算法作为合成生物学中新的实验方法的前景:计算机测试

Proceedings of the International Conferences on Applied Computing 2022 and WWW/Internet 2022 Pub Date : 2022-11-08 DOI: 10.33965/ac_icwi2022_202208l001

A. Spirov, E. Myasnikova

{"title":"PROSPECTS FOR THE IMPLEMENTATION OF HEURISTIC ALGORITHMS FROM THE EVOLUTIONARY COMPUTING AS NEW EXPERIMENTAL APPROACHES IN SYNTHETIC BIOLOGY: IN SILICO TESTS","authors":"A. Spirov, E. Myasnikova","doi":"10.33965/ac_icwi2022_202208l001","DOIUrl":"https://doi.org/10.33965/ac_icwi2022_202208l001","url":null,"abstract":"In vitro evolution (\"evolution in a test tube\", directed evolution) is a modern technology used in bioengineering that mimics the process of natural selection to direct proteins or nucleic acids to acquire a specific function. One of the most promising directions in the development of modern technologies for the evolution of macromolecules in vitro is the use of microdroplet devices based on the principles of microfluidics. A significant increase in the efficiency and cost reduction of in vitro evolution approaches can be achieved through the development and analysis of new heuristic evolutionary algorithms. This goal is achieved by numerical tests on computer models of real molecular genetic experiments (in silico experiments). This work was inspired by our recent key observation that many heuristic evolutionary algorithms can be associated with new engineering solutions for the modules of such microfluidic devices. Here, we have proposed and simulated new approaches to in vitro evolution with the prospect of their implementation in experimental microfluidic setups. In this report, we have demonstrated in our in silico experiments that some algorithms that have proven themselves in evolutionary computing turn out to be significantly more efficient than those algorithms that model the routine approaches of modern microdroplet microfluidics. Prospects for the implementation of such promising algorithms in new experimental approaches are discussed.","PeriodicalId":338649,"journal":{"name":"Proceedings of the International Conferences on Applied Computing 2022 and WWW/Internet 2022","volume":"60 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126566952","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

HIDROUFF DENSITY CALCULATOR: AN OPEN-SOURCE SOFTWARE FOR PREDICTING DENSITY OF COMPLEX MIXTURES USING PENG-ROBINSON EQUATION OF STATE (PREOS) Hidrouff密度计算器:利用peng-robinson状态方程预测复杂混合物密度的开源软件(preos)

Proceedings of the International Conferences on Applied Computing 2022 and WWW/Internet 2022 Pub Date : 2022-11-08 DOI: 10.33965/ac_icwi2022_202208l016

Valesca Moura de Sousa, Felipe Pereira de Moura, Mateus Pereira de Sousa, R. Lacerda, Fernanda G. O. Passos

引用次数: 0

VR IN NURSING EDUCATION - HIGH-FIDELITY VS LOW-FIDELITY IMPLEMENTATIONS 虚拟现实在护理教育中的应用——高保真度vs低保真度的实现

Proceedings of the International Conferences on Applied Computing 2022 and WWW/Internet 2022 Pub Date : 2022-11-08 DOI: 10.33965/ac_icwi2022_202208l011

引用次数: 0

DESIGN AND IMPLEMENTATION OF A CHATBOT AS A TOOL TO ASSIST A HELPDESK TEAM 设计和实现聊天机器人，作为帮助服务台团队的工具

Proceedings of the International Conferences on Applied Computing 2022 and WWW/Internet 2022 Pub Date : 2022-11-08 DOI: 10.33965/ac_icwi2022_202208l017

Diogo Ribeiro, Ana Anjo, P. Henriques

{"title":"DESIGN AND IMPLEMENTATION OF A CHATBOT AS A TOOL TO ASSIST A HELPDESK TEAM","authors":"Diogo Ribeiro, Ana Anjo, P. Henriques","doi":"10.33965/ac_icwi2022_202208l017","DOIUrl":"https://doi.org/10.33965/ac_icwi2022_202208l017","url":null,"abstract":"The existence of internal helpdesk teams is a common occurrence in companies nowadays, especially when considering the IT sector. These teams are an expensive resource and are only able to serve a limited number of users at a given moment, which evidences the importance of helpdesk teams operating as efficiently as possible. A common occurrence in the daily operations of these teams consists in the existence of a set of repeated tasks that could be automated through the usage of a chatbot capable of acting on behalf of helpdesk team members. By allowing a chatbot to perform some of these repeated actions, helpdesk teams are able to focus on other tasks, thus allowing to increase their productivity. Additionally, the usage of chatbots to assist a helpdesk team creates a highly available tool, capable of giving answers in a short time frame. In this paper, the design and implementation of such a tool is presented, including concepts and approaches related to chatbot development. As a result, a fully functional chatbot named Triton was produced, capable of helping employees of a consulting company with helpdesk-related problems and questions.","PeriodicalId":338649,"journal":{"name":"Proceedings of the International Conferences on Applied Computing 2022 and WWW/Internet 2022","volume":"355 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121632269","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

A PROOF OF CONCEPT: CYBERSECURITY LEARNING CONTENT IN LTI BASED, EDUCATIONAL SYSTEMS 概念验证:基于lti的教育系统中的网络安全学习内容

Proceedings of the International Conferences on Applied Computing 2022 and WWW/Internet 2022 Pub Date : 2022-11-08 DOI: 10.33965/ac_icwi2022_202208c032

引用次数: 0

INTELLIGENT SEMANTIC BASED FRAMEWORK FOR PERSONALIZED REHABILITATION TO CHILDREN WITH CEREBRAL PALSY 基于智能语义的脑瘫儿童个性化康复框架

Proceedings of the International Conferences on Applied Computing 2022 and WWW/Internet 2022 Pub Date : 2022-11-08 DOI: 10.33965/ac_icwi2022_202208c025

Rahma Haouas Zahwanie, L. Cheniti-Belcadhi, Saoussen Layouni

引用次数: 0