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2020 2nd World Symposium on Artificial Intelligence (WSAI)最新文献

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Manufacturing and Production Planning via Fish Swarm Optimization Method and Its Hybridizations 基于鱼群优化方法及其杂交的制造与生产计划
2020 2nd World Symposium on Artificial Intelligence (WSAI) Pub Date : 2020-06-01 DOI: 10.1109/WSAI49636.2020.9143316
P. Aungkulanon, L. Ruekkasaem, P. Luangpaiboon
{"title":"Manufacturing and Production Planning via Fish Swarm Optimization Method and Its Hybridizations","authors":"P. Aungkulanon, L. Ruekkasaem, P. Luangpaiboon","doi":"10.1109/WSAI49636.2020.9143316","DOIUrl":"https://doi.org/10.1109/WSAI49636.2020.9143316","url":null,"abstract":"This research aims to solve manufacturing problems including an aggregate production planning or APP for the herb cosmetic company in Thailand, where the demand levels of products are different. The fish swarm optimization metaheuristic or FSA including its hybridizations, are used to determine the preferable levels of manufacturing variables. Using the data obtained from an undisclosed manufacturer, computational experiments are conducted under various constraints. The results from the experiments show that the hybridization of the FSA with the evolutionary equation concerning the iteration or HFSA2 can solve various problems with better efficiency compared with other methods under reasonable time. For the APP model, the implementation of numerical results required many actions such as preparation of detailed information about production process or production capacity including changeover times of the machines.","PeriodicalId":346385,"journal":{"name":"2020 2nd World Symposium on Artificial Intelligence (WSAI)","volume":"8 2 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":"123284381","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
Application of MIMO-OFDM Technology in UAV Communication Network MIMO-OFDM技术在无人机通信网络中的应用
2020 2nd World Symposium on Artificial Intelligence (WSAI) Pub Date : 2020-06-01 DOI: 10.1109/WSAI49636.2020.9143309
Xiaopeng Tan, Shaojing Su, Xiaojun Guo, Xiaoyong Sun
{"title":"Application of MIMO-OFDM Technology in UAV Communication Network","authors":"Xiaopeng Tan, Shaojing Su, Xiaojun Guo, Xiaoyong Sun","doi":"10.1109/WSAI49636.2020.9143309","DOIUrl":"https://doi.org/10.1109/WSAI49636.2020.9143309","url":null,"abstract":"With the application of various new mission loads in unmanned aerial vehicle (UAV), how to improve the communication quality of UAV data link has become a widespread concern. With the rapid development of UAV, multi UAVs cooperative self-organizing network can accomplish tasks more reliably, efficiently and economically than a single large UAV. This paper analyzes the characteristics of mobile self-organizing network composed of multiple UAVs, and focuses on how to improve the communication quality of UAV network. After analyzing the technical principles and system models of multiple input multiple output (MIMO) and orthogonal frequency division multiplexing (OFDM) technologies, a MIMO-OFDM communication system is constructed. The simulation results show that the application of MIMO-OFDM technology in UAV communication network can effectively improve the data transmission ability.","PeriodicalId":346385,"journal":{"name":"2020 2nd World Symposium on Artificial Intelligence (WSAI)","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":"123544390","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
Improved Training of Spectral Normalization Generative Adversarial Networks 谱归一化生成对抗网络的改进训练
2020 2nd World Symposium on Artificial Intelligence (WSAI) Pub Date : 2020-06-01 DOI: 10.1109/WSAI49636.2020.9143310
Chao Xiaopeng, Cao Jiangzhong, Lu Yuqin, Dai Qing-yun
{"title":"Improved Training of Spectral Normalization Generative Adversarial Networks","authors":"Chao Xiaopeng, Cao Jiangzhong, Lu Yuqin, Dai Qing-yun","doi":"10.1109/WSAI49636.2020.9143310","DOIUrl":"https://doi.org/10.1109/WSAI49636.2020.9143310","url":null,"abstract":"In order to stabilize the training of generative adversarial networks, several recent works advocate spectral normalization in the discriminator. However, the method ignores the influence of the generator, and the quality of the images generated in practice is unstable. We propose L2 norm regularization in the generator based on the spectral normalization, which can solve the above shortcomings. Our method directly makes the generated data close to real data in Euclidean space, and indirectly helps the spectral normalization achieve tighter Lipschitz constraint during the training of generative adversarial networks. Our experiments on CIFAR-10 and STL-10 dataset confirm that our method can not only stable the quality of the images generated by spectral normalization, but also improve the quality of generated images.","PeriodicalId":346385,"journal":{"name":"2020 2nd World Symposium on Artificial Intelligence (WSAI)","volume":"27 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":"115199580","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: 6
Home Automation System Based Mobile Application 基于移动应用的家庭自动化系统
2020 2nd World Symposium on Artificial Intelligence (WSAI) Pub Date : 2020-06-01 DOI: 10.1109/WSAI49636.2020.9143317
P. Suesaowaluk
{"title":"Home Automation System Based Mobile Application","authors":"P. Suesaowaluk","doi":"10.1109/WSAI49636.2020.9143317","DOIUrl":"https://doi.org/10.1109/WSAI49636.2020.9143317","url":null,"abstract":"The idea of home automation or smart home system derives from the ideal of doing things inside a home to be easily controlled and managed. Also, they can automatically work as the resident’s demand and increase the living standard in different aspects for life. This paper presents the work of using mobile application as an user interface that provides convenience for user(s) to be able to control the home appliance remotely by two alternative tasks; voice command and graphical user interface. The user interface employs the Google assistance for voice command environment while the graphical user interface is developed Blynk App. The experiment has been demonstrated with the environment which is programming commands to the Node MCU V3 ESP8266 to control the home appliance devices through Wi-Fi and the Internet. The test results to user(s) can control the On/Off switch in the connected devices by both methods of command. The effective work benefits firstly the user(s) of family, elderly, and may effective for disable people to empower themselves to live with least burden to the family member. Secondly, the ordinary people can develop the system for their home by extending the basic communication equipment they have with the effective cost of implementation.","PeriodicalId":346385,"journal":{"name":"2020 2nd World Symposium on Artificial Intelligence (WSAI)","volume":"25 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":"116021652","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
The Perspective of Dimensional Perpetuity for Artificial Intelligence: A Model on Socio-Legal and Political Evolution as a Challenge to Entrepreneurial Ethics 人工智能维度永恒性的视角:一个社会-法律和政治进化模型对创业伦理的挑战
2020 2nd World Symposium on Artificial Intelligence (WSAI) Pub Date : 2020-06-01 DOI: 10.1109/WSAI49636.2020.9143319
Abhivardhan
{"title":"The Perspective of Dimensional Perpetuity for Artificial Intelligence: A Model on Socio-Legal and Political Evolution as a Challenge to Entrepreneurial Ethics","authors":"Abhivardhan","doi":"10.1109/WSAI49636.2020.9143319","DOIUrl":"https://doi.org/10.1109/WSAI49636.2020.9143319","url":null,"abstract":"Artificial Intelligence, by its existential nature, is a disruptive technology and posing special implications in the age of global capitalism and innovation. Though there exist disagreements on estimating the nature of AI in terms of its legal persona, there is a special attributive characteristic of AI in discernible observation, as proposed, by the name of Dimensional Perpetuity. There are mono-truistic approaches to legal anthropomorphism, which decides the schematic and analytical development of a legal personality: from recognition to pragmatism. The pursuant disruptions due to the existential and systemic nature of AI is related with the challenge to revisit and improve the ethics of entrepreneurship and innovation and is connected with diversifying and crystallizing the heterogeneity in the legal personality of artificial intelligence. The paper presents a doctrinal understanding of the Entitative Model of Artificial Intelligence, with the analytical proposition on the concept of dimensional perpetuity of an AI. The propositions on the Doctrine of Dimensional Perpetuity and its applicable connection with the utilitarian approach to AI are presented with relevant analysis on the global approaches of entrepreneurship ethics by technology companies and data-driven governments to transform data engagement, pseudonymization and experiential cycling of the human-centered ecosystem of cyberspace. The paper also provides jurisprudential analysis on legal anthropocentrism to understand and dynamize the need to cultivate legal experience and foresight over AI as a legal personality with an exemplary review of some data-centered approaches on AI employed by consumer experience and algorithmic policing. The conclusions provided centre on the argument that dimensional perpetuity can be taken as a legal and ontological ethic to improve entrepreneurial ethics and tend towards a cultivable and naturalist approach to AI in globalized cyberspace.","PeriodicalId":346385,"journal":{"name":"2020 2nd World Symposium on Artificial Intelligence (WSAI)","volume":"108 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":"134516216","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
WSAI 2020 Table of Contents WSAI 2020目录
2020 2nd World Symposium on Artificial Intelligence (WSAI) Pub Date : 2020-06-01 DOI: 10.1109/wsai49636.2020.9143275
{"title":"WSAI 2020 Table of Contents","authors":"","doi":"10.1109/wsai49636.2020.9143275","DOIUrl":"https://doi.org/10.1109/wsai49636.2020.9143275","url":null,"abstract":"","PeriodicalId":346385,"journal":{"name":"2020 2nd World Symposium on Artificial Intelligence (WSAI)","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":"131250455","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
Smart Devices for Self-Diagnosing of Lung Condition Based on Body Temperature and Fingernail Color 基于体温和指甲颜色的肺部疾病自我诊断智能设备
2020 2nd World Symposium on Artificial Intelligence (WSAI) Pub Date : 2020-06-01 DOI: 10.1109/WSAI49636.2020.9143283
Rizal Maulana, Dadang Kurniawan, M. Ichsan
{"title":"Smart Devices for Self-Diagnosing of Lung Condition Based on Body Temperature and Fingernail Color","authors":"Rizal Maulana, Dadang Kurniawan, M. Ichsan","doi":"10.1109/WSAI49636.2020.9143283","DOIUrl":"https://doi.org/10.1109/WSAI49636.2020.9143283","url":null,"abstract":"The aim of this research is to design a smart medical device that is able to provide an initial diagnosis of lung condition based on body temperature and fingernail color. The presence of smart device is needed because the current lung examination is expensive and requires help from medical personnel. Due to the vital function of the lungs, it is necessary to check the lung condition which can be done independently, real-time and at an affordable cost. So if there is a problem in the lungs, it can be detected early and can be treated immediately before the disease becomes more serious. Based on the WHO, there are two lung diseases that cause millions of deaths, that is pneumonia and tuberculosis. The symptoms of both diseases can be known from the body temperature and fingernail color which indicates the oxygen levels in the blood. Temperature and color sensor was used to acquire data from these two parameters. Classification of lung condition based on the data from both sensors was designed using the Naïve Bayes method. There are three classification classes designed, healthy lung, pneumonia and TB. From the test result, the system provides an accuracy of 84.21% in classifying lung condition.","PeriodicalId":346385,"journal":{"name":"2020 2nd World Symposium on Artificial Intelligence (WSAI)","volume":"11 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":"125380634","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
Rank Constrained Multi-view Clustering via Entropy 基于熵的秩约束多视图聚类
2020 2nd World Symposium on Artificial Intelligence (WSAI) Pub Date : 2020-06-01 DOI: 10.1109/WSAI49636.2020.9143286
Jiangzhong Cao, Xiaodong Shi, Jing Huang, B. Ling
{"title":"Rank Constrained Multi-view Clustering via Entropy","authors":"Jiangzhong Cao, Xiaodong Shi, Jing Huang, B. Ling","doi":"10.1109/WSAI49636.2020.9143286","DOIUrl":"https://doi.org/10.1109/WSAI49636.2020.9143286","url":null,"abstract":"Multi-view data exist widely in real world and the expressed information from different views are different. However, different views are usually considered to have the same role in common multi-view clustering methods, which directly affect the quality of the clustering. In this paper, we proposed a multi-view subspace clustering algorithm based on information entropy, which introduces information entropy as the weighting term of views based on Laplace rank constrained and low rank tensor constrained. The proposed multi-view subspace clustering algorithm can capture the graphic structure of the data space more accurately and avoid the postprocessing of k-means. Experiments on some real datasets demonstrate the superiority of our proposed algorithm.","PeriodicalId":346385,"journal":{"name":"2020 2nd World Symposium on Artificial Intelligence (WSAI)","volume":"14 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":"133091469","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
WSAI 2020 Preface
2020 2nd World Symposium on Artificial Intelligence (WSAI) Pub Date : 2020-06-01 DOI: 10.1109/wsai49636.2020.9143314
{"title":"WSAI 2020 Preface","authors":"","doi":"10.1109/wsai49636.2020.9143314","DOIUrl":"https://doi.org/10.1109/wsai49636.2020.9143314","url":null,"abstract":"","PeriodicalId":346385,"journal":{"name":"2020 2nd World Symposium on Artificial Intelligence (WSAI)","volume":"102 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":"116672805","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
WSAI 2020 Cover Page WSAI 2020封面
2020 2nd World Symposium on Artificial Intelligence (WSAI) Pub Date : 2020-06-01 DOI: 10.1109/wsai49636.2020.9143273
{"title":"WSAI 2020 Cover Page","authors":"","doi":"10.1109/wsai49636.2020.9143273","DOIUrl":"https://doi.org/10.1109/wsai49636.2020.9143273","url":null,"abstract":"","PeriodicalId":346385,"journal":{"name":"2020 2nd World Symposium on Artificial Intelligence (WSAI)","volume":"12 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":"115481851","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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