2023 IEEE International Conference on Cybernetics and Innovations (ICCI)最新文献

筛选
英文 中文
Missing Values Imputation Framework for Mixed Datasets 混合数据集缺失值输入框架
2023 IEEE International Conference on Cybernetics and Innovations (ICCI) Pub Date : 2023-03-30 DOI: 10.1109/ICCI57424.2023.10111846
Kritanat Chungnoy, Pokpong Songmuamg
{"title":"Missing Values Imputation Framework for Mixed Datasets","authors":"Kritanat Chungnoy, Pokpong Songmuamg","doi":"10.1109/ICCI57424.2023.10111846","DOIUrl":"https://doi.org/10.1109/ICCI57424.2023.10111846","url":null,"abstract":"A missing value is a critical problem in data mining. The quality of the dataset is important in the mining process. This problem solves by the imputation method. In 2019 Chungnoy et al. proposed bees-based imputation using nearest neighbor for heuristic function [7]. This method shows outperform in imputation task compare to other methods. However, this method can't impute a numerical data type. There is room to be improving. In this work, we propose a hybrid bees-based imputation method for a mixed datatype. The method is applied to mean and estimation mode for numerical and categorical data. Form evaluation, the hybrid bee imputation successfully imputes missing values in mixed data types for all missing percentages. In comparison to other approaches, the average accuracy has improved by 8.57%, which is the biggest improvement in 15% missing percentage. The overall average accuracy of the predictive models from the proposed method is 81.10%","PeriodicalId":112409,"journal":{"name":"2023 IEEE International Conference on Cybernetics and Innovations (ICCI)","volume":"331 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127573406","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 Alarm Clock for Effective Sleep Health 有效睡眠健康的智能闹钟
2023 IEEE International Conference on Cybernetics and Innovations (ICCI) Pub Date : 2023-03-30 DOI: 10.1109/ICCI57424.2023.10112383
Kantapat Kwansomkid, M. Ketcham, Thittaporn Ganokratanaa, Patiyuth Pramkeaw, Narumol Chumuang
{"title":"Smart Alarm Clock for Effective Sleep Health","authors":"Kantapat Kwansomkid, M. Ketcham, Thittaporn Ganokratanaa, Patiyuth Pramkeaw, Narumol Chumuang","doi":"10.1109/ICCI57424.2023.10112383","DOIUrl":"https://doi.org/10.1109/ICCI57424.2023.10112383","url":null,"abstract":"The purpose of this research is to study and develop an alarm clock to help wake up at the set time. Without having to snooze the alarm and not be so sleepy that you have to go back to sleep again. to help reduce the risk of sleep-related disease By using various sensors, the Internet Of Thing (IoT) technology is used for health benefits. And from the evaluation of the accuracy of the system by experts. has a total value of 86%","PeriodicalId":112409,"journal":{"name":"2023 IEEE International Conference on Cybernetics and Innovations (ICCI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130008727","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
Matching Thai Profession Descriptions from Different Sources Using English as Interlingual Language 用英语作为语际语言来匹配不同来源的泰国职业描述
2023 IEEE International Conference on Cybernetics and Innovations (ICCI) Pub Date : 2023-03-30 DOI: 10.1109/ICCI57424.2023.10112230
Vorapon Luantangsrisuk, Rattapoom Kedtiwerasak, Kanchana Saengthongpattana, T. Ruangrajitpakorn
{"title":"Matching Thai Profession Descriptions from Different Sources Using English as Interlingual Language","authors":"Vorapon Luantangsrisuk, Rattapoom Kedtiwerasak, Kanchana Saengthongpattana, T. Ruangrajitpakorn","doi":"10.1109/ICCI57424.2023.10112230","DOIUrl":"https://doi.org/10.1109/ICCI57424.2023.10112230","url":null,"abstract":"This paper proposes a method to improve text matching for occupation descriptions from different standards in Thailand. To solve ambiguity from technical compound words from standards, we apply machine translation, and similarity calculation for matching occupation and profession from sources that focused on different aspects. Thus, despite mentioning on same occupation, the descriptions from different standards share very little terms for matching the job across standards. By translating terms from Thai to English, we solve the issue of synonym technical terms varily used in different sources to improve similarity scores. Furthermore, tree structure of the standards is considered to assist on limiting search space. From experiments, the results of the baseline is very low, and the proposed method averagely exceed the result from the baseline for more than 6 percents for top-3 matching and 5 percents for top-5 matching in terms of accuracy. The use of both Thai and English translated job descriptions for matching using similar terms can noticeably increase a capability of matching jobs that cannot be found using only original Thai job description by adding more features of English-translated terms.","PeriodicalId":112409,"journal":{"name":"2023 IEEE International Conference on Cybernetics and Innovations (ICCI)","volume":"12366 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133833876","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
Automatic Computer Shutdown with Image Processing via Webcam to Save Energy 自动关机与图像处理通过网络摄像头,以节省能源
2023 IEEE International Conference on Cybernetics and Innovations (ICCI) Pub Date : 2023-03-30 DOI: 10.1109/ICCI57424.2023.10112402
Narumol Chumuang, M. Ketcham, Thittaporn Ganokratanaa, Patiyuth Pramkeaw, Worawut Yimyam, Chuamoo
{"title":"Automatic Computer Shutdown with Image Processing via Webcam to Save Energy","authors":"Narumol Chumuang, M. Ketcham, Thittaporn Ganokratanaa, Patiyuth Pramkeaw, Worawut Yimyam, Chuamoo","doi":"10.1109/ICCI57424.2023.10112402","DOIUrl":"https://doi.org/10.1109/ICCI57424.2023.10112402","url":null,"abstract":"The purpose of this research is to help save electricity within organizations and workplaces that use computers. Due to the behavior of general users today, they do not give importance to saving electricity. The researcher has developed an automatic computer shutdown system. with image processing via a webcam By using image processing techniques (Image Processing) applied to a webcam. By using a webcam to capture the user on the computer screen. Then the images are analyzed and examined with the principles of image processing with the Face Detection technique using the algorithm of Haar-like Features to detect human faces and ROI. Define a specific area of interest The system will then check the amount of inactivity on the screen. or does not show the face image within 10 minutes, the system will automatically turn off the computer. with image processing This research can make it easier to turn off computers when not in use. and helps to save electricity for the organization or agencies as well.","PeriodicalId":112409,"journal":{"name":"2023 IEEE International Conference on Cybernetics and Innovations (ICCI)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123719319","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
Conference Schedule 会议日程安排
2023 IEEE International Conference on Cybernetics and Innovations (ICCI) Pub Date : 2023-03-09 DOI: 10.1109/icci57424.2023.10112543
{"title":"Conference Schedule","authors":"","doi":"10.1109/icci57424.2023.10112543","DOIUrl":"https://doi.org/10.1109/icci57424.2023.10112543","url":null,"abstract":"","PeriodicalId":112409,"journal":{"name":"2023 IEEE International Conference on Cybernetics and Innovations (ICCI)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125016589","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
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
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