发布求助
文献互助 智能选刊 最新文献

2020 12th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)最新文献

筛选
英文 中文
Comparative Study Of Deep Learning Algorithms For Disease And Pest Detection In Rice Crops 水稻病虫害深度学习检测算法的比较研究
2020 12th International Conference on Electronics, Computers and Artificial Intelligence (ECAI) Pub Date : 2020-06-01 DOI: 10.1109/ECAI50035.2020.9223239
S. Burhan, Sidra Minhas, Amara Tariq, Muhammad Nabeel Hassan
{"title":"Comparative Study Of Deep Learning Algorithms For Disease And Pest Detection In Rice Crops","authors":"S. Burhan, Sidra Minhas, Amara Tariq, Muhammad Nabeel Hassan","doi":"10.1109/ECAI50035.2020.9223239","DOIUrl":"https://doi.org/10.1109/ECAI50035.2020.9223239","url":null,"abstract":"Accurate and timely detection of rice crop diseases like Leaf Blast and Brown Spot, as well as pests like Hispa, can help minimize crop losses and increase the yield obtained. Since Pakistan is an agricultural country, such researches are imperative to its economic growth. This research is focused on a comparative study between the performances of five different Deep Learning Models i.e. Vgg16, Vgg19, ResNet50, ResNet50V2, and ResNet101V2 on both artificial data as well as on images collected from the rice fields in Gujranwala, Pakistan. The artificial data set has been classified into four classes Hispa, Healthy, Brown Spot, and Leaf Blast; whereas binary classification of Healthy Vs. Unhealthy has been performed on the data set collected from the fields. All images have been pre-processed by removing backgrounds and shadows before being passed through the models. On the artificial data set, the ResNet50 model performed the best with an accuracy of 75.0real data set, the ResNet101V2 was the best performing model with an accuracy of 86.799","PeriodicalId":324813,"journal":{"name":"2020 12th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124484065","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: 23
Use of OPC Protocol, DeltaV Distributed System and Simulink for Level Control with PI and IMC Algorithms 利用OPC协议、DeltaV分布式系统和Simulink实现PI和IMC算法的电平控制
2020 12th International Conference on Electronics, Computers and Artificial Intelligence (ECAI) Pub Date : 2020-06-01 DOI: 10.1109/ECAI50035.2020.9223217
M. Popescu
{"title":"Use of OPC Protocol, DeltaV Distributed System and Simulink for Level Control with PI and IMC Algorithms","authors":"M. Popescu","doi":"10.1109/ECAI50035.2020.9223217","DOIUrl":"https://doi.org/10.1109/ECAI50035.2020.9223217","url":null,"abstract":"The paper study the possibility of using the OPC protocol to transmit data in real time between DeltaV distributed system and Simulink environment in order to develop a level control system in a real plant. The DeltaV system is configured in order to acquire the level value from the transducer, and to transmit the commands for the control valve and the pump. The control algorithms, Proportional-Integral (PI) and Internal Model Control (IMC), are implemented in Simulink. In order to facilitate the real time connection between DeltaV and Simulink, OPC protocol functions are used. The developed level control system is studied for changes of set-point and disturbance. The results obtained for the two cases (PI and IMC algorithms) are compared in terms of transient time, time delay and overshoot. All the results are obtained for the real plant.","PeriodicalId":324813,"journal":{"name":"2020 12th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","volume":"912 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126988123","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
Performance of the load-following control switched to the air and hydrogen regulators of the fuel cell system 负载跟随控制的性能切换到燃料电池系统的空气和氢气调节器
2020 12th International Conference on Electronics, Computers and Artificial Intelligence (ECAI) Pub Date : 2020-06-01 DOI: 10.1109/ECAI50035.2020.9223155
M. Oproescu, N. Bizon, E. Carcadea, M. Culcer, M. Iliescu, M. Raceanu, S. Sorlei
{"title":"Performance of the load-following control switched to the air and hydrogen regulators of the fuel cell system","authors":"M. Oproescu, N. Bizon, E. Carcadea, M. Culcer, M. Iliescu, M. Raceanu, S. Sorlei","doi":"10.1109/ECAI50035.2020.9223155","DOIUrl":"https://doi.org/10.1109/ECAI50035.2020.9223155","url":null,"abstract":"In this paper we analyze the efficient and safe functioning of the load following control (LFC) switched to the inlets of the air and hydrogen regulators of the Fuel Cell system. The performance is highlighted compared to a commercial strategy using the static feed-forward (sFF) control, resulting under the variable load cycles a fuel economy about 13%.","PeriodicalId":324813,"journal":{"name":"2020 12th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125584791","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
Automatic generation of quizzes for C programming language 自动生成测验的C编程语言
2020 12th International Conference on Electronics, Computers and Artificial Intelligence (ECAI) Pub Date : 2020-06-01 DOI: 10.1109/ECAI50035.2020.9223159
A. Ene, C. Stirbu
{"title":"Automatic generation of quizzes for C programming language","authors":"A. Ene, C. Stirbu","doi":"10.1109/ECAI50035.2020.9223159","DOIUrl":"https://doi.org/10.1109/ECAI50035.2020.9223159","url":null,"abstract":"In this paper we present a Java software application that illustrates the possibility to generate automatically quizzes for the C programming language. In many computer science faculties, C language is the first programming language to be studied, so, a good knowledge of this language will help a student learn better the other programming languages. The generated quiz will test a student’s knowledge about the way of defining functions in C language. A random generated question is presented to the student and he will write his answer. The correctitude of the answer of the student is analysed using regular expressions.","PeriodicalId":324813,"journal":{"name":"2020 12th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","volume":"150 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117332068","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
Privacy-Preserving Machine Learning Using Federated Learning and Secure Aggregation 使用联邦学习和安全聚合的隐私保护机器学习
2020 12th International Conference on Electronics, Computers and Artificial Intelligence (ECAI) Pub Date : 2020-06-01 DOI: 10.1109/ECAI50035.2020.9223127
Dragos Lia, Mihai Togan
{"title":"Privacy-Preserving Machine Learning Using Federated Learning and Secure Aggregation","authors":"Dragos Lia, Mihai Togan","doi":"10.1109/ECAI50035.2020.9223127","DOIUrl":"https://doi.org/10.1109/ECAI50035.2020.9223127","url":null,"abstract":"Over the past few years, machine learning has been responsible for the rapid advancements in fields such as computer vision, natural language processing and speech recognition. No small part of this success is due to data becoming more and more available, often being collected in privacy-invasive ways. The aim of this work is to study the use of two privacy-preserving solutions for training machine learning models: Federated Learning (FL) and Secure Multiparty Computation (MPC). Federated learning is a subfield of machine learning that allows training models on a large, decentralized corpus of data residing on edge devices like smartphones. Instead of sharing data, users collaboratively train a model by only sending weight updates to a server. By leveraging secure multiparty computation, it can be ensured that the server cannot inspect any individual user's update. To assess the feasibility of these approaches in different settings, a client-server architecture was implemented in Python and multiple experiments were run on datasets made available by LEAF in order to investigate ways of improving the overall performance of the models trained in a federated manner.","PeriodicalId":324813,"journal":{"name":"2020 12th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130001090","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: 7
Comparative study of power consumption on Mikrotik and Fortigate routers microtik和Fortigate路由器功耗比较研究
2020 12th International Conference on Electronics, Computers and Artificial Intelligence (ECAI) Pub Date : 2020-06-01 DOI: 10.1109/ECAI50035.2020.9223210
D. Puchianu, N. Angelescu, G. Predusca, L. Circiumarescu, E. Diaconu
{"title":"Comparative study of power consumption on Mikrotik and Fortigate routers","authors":"D. Puchianu, N. Angelescu, G. Predusca, L. Circiumarescu, E. Diaconu","doi":"10.1109/ECAI50035.2020.9223210","DOIUrl":"https://doi.org/10.1109/ECAI50035.2020.9223210","url":null,"abstract":"The recent push towards cloud-based services and IoT solutions have increased the demand for high performing routers that also offer low power consumption. This study is focused on the comparative analysis of two enterprise grade routers, namely the Mikrotik CCR1009-8G-1S-1S+ and the FortiGate 60C. Their efficiency in terms of data transfer rate versus power consumption is evaluated on different traffic types. Two scenarios are considered: the handling of IPSec UDP traffic and the handling of both TCP and UDP.","PeriodicalId":324813,"journal":{"name":"2020 12th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131090088","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
Financial and technical forecast analysis of a cogeneration biomas plant - Case study in Romania 热电联产生物质电厂的财务和技术预测分析-罗马尼亚案例研究
2020 12th International Conference on Electronics, Computers and Artificial Intelligence (ECAI) Pub Date : 2020-06-01 DOI: 10.1109/ECAI50035.2020.9223196
A. Enescu, H. Andrei, E. Diaconu, N. Angelescu
{"title":"Financial and technical forecast analysis of a cogeneration biomas plant - Case study in Romania","authors":"A. Enescu, H. Andrei, E. Diaconu, N. Angelescu","doi":"10.1109/ECAI50035.2020.9223196","DOIUrl":"https://doi.org/10.1109/ECAI50035.2020.9223196","url":null,"abstract":"The production of electric and thermal energy using biomass is extremely important in the current context of the financial crisis and the continuous decrease of the reserves of conventional energy sources. This article analyzes the opportunity to locate the cogeneration plant that uses biomass from a rich region of Romania in this unconventional resource. Then the technical-economic indicators obtained by the plant during 6 years of operation are presented and analyzed. These indicators are used to develop a financial forecast extremely useful for the future development of the analyzed plant.","PeriodicalId":324813,"journal":{"name":"2020 12th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121279700","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
Internet Hate speech – case study of Poland, Romania, India and Bulgaria 网络仇恨言论——波兰、罗马尼亚、印度和保加利亚的个案研究
2020 12th International Conference on Electronics, Computers and Artificial Intelligence (ECAI) Pub Date : 2020-06-01 DOI: 10.1109/ECAI50035.2020.9223209
M. Jablonska, Z. Pólkowski
{"title":"Internet Hate speech – case study of Poland, Romania, India and Bulgaria","authors":"M. Jablonska, Z. Pólkowski","doi":"10.1109/ECAI50035.2020.9223209","DOIUrl":"https://doi.org/10.1109/ECAI50035.2020.9223209","url":null,"abstract":"As online hate is ubiquitous and spread on the cyberspace, new studies are needed to understand its nature and evolution. We have researched young adults from Poland, India, Romania and Bulgaria to study their hate experiences. We have found out that online hate is an inherent part of their cyberspace activities. This implies a necessity of ongoing education at this field as current skills of participants on dealing with hate speech and possibilities of support as well as legal responsibilities remain relatively low.","PeriodicalId":324813,"journal":{"name":"2020 12th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126866404","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
Target Audience Response Analysis in Out-of-home Advertising Using Computer Vision 基于计算机视觉的户外广告目标受众反应分析
2020 12th International Conference on Electronics, Computers and Artificial Intelligence (ECAI) Pub Date : 2020-06-01 DOI: 10.1109/ECAI50035.2020.9223134
Alexandru Costache, D. Popescu, S. Mocanu, L. Ichim
{"title":"Target Audience Response Analysis in Out-of-home Advertising Using Computer Vision","authors":"Alexandru Costache, D. Popescu, S. Mocanu, L. Ichim","doi":"10.1109/ECAI50035.2020.9223134","DOIUrl":"https://doi.org/10.1109/ECAI50035.2020.9223134","url":null,"abstract":"In this paper we aim to analyze the response of the target audience to out-of-home advertising panels mounted in display windows. We track people passing in front of the panels and, if they approach the panel, looking directly at it, we analyze their facial movements, to see whether the advert appeals to them or not. The approach is based on video data gathering using a static IP camera, storage and analysis, aiming to deliver real-time results. We use neural networks and support vector machines to determine facial microexpression. Results are correlated with information about the adverts displayed to be of use to advertising providers.","PeriodicalId":324813,"journal":{"name":"2020 12th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126948666","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
Dynamic Access Control In Iot: Monitoring User Behavior Using Smart Contracts 物联网中的动态访问控制:使用智能合约监控用户行为
2020 12th International Conference on Electronics, Computers and Artificial Intelligence (ECAI) Pub Date : 2020-06-01 DOI: 10.1109/ECAI50035.2020.9223240
Bhat Snober Ali, Yashwant Singh, P. Singh, M. Răboacă
{"title":"Dynamic Access Control In Iot: Monitoring User Behavior Using Smart Contracts","authors":"Bhat Snober Ali, Yashwant Singh, P. Singh, M. Răboacă","doi":"10.1109/ECAI50035.2020.9223240","DOIUrl":"https://doi.org/10.1109/ECAI50035.2020.9223240","url":null,"abstract":"Dynamic Access Control in IoT (Internet of Things) through monitoring user behavior is a procedure that defines access control theory. Usually, an institution provides services to a user who owns a specific role that was issued by another institution. Such access control methods are possible in man-to-man communications only, but not in computer networks, because it is hard to establish security and limit spiteful actions through the users with high-risk values. High-risk values are caused by the users who do the tasks which they are not intended to do. In this paper, we bring forward a technique to limit malicious activities by monitoring user behavior using smart contracts. This proposed technique uses blockchain based technology and smart contracts for trust and the confirmation of user’s possession. We described the substructure, containing two main parts: smart contract and an authentication arrangement protocol.","PeriodicalId":324813,"journal":{"name":"2020 12th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","volume":"246 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115258192","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
首页 上一页
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整，为了账户安全，请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们：info@booksci.cn Book学术提供免费学术资源搜索服务，方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号：604180095
Book学术官方微信