2018 5th International Conference on Computational Science/ Intelligence and Applied Informatics (CSII)最新文献_第2页

Stubs and Drivers Generator for Object-Oriented Program Testing Using Sequence and Class Diagrams 使用序列图和类图进行面向对象程序测试的存根和驱动程序生成器

2018 5th International Conference on Computational Science/ Intelligence and Applied Informatics (CSII) Pub Date : 2018-07-01 DOI: 10.1109/CSII.2018.00013

Peerawut Luengruengroj, T. Suwannasart

引用次数: 2

An Interactive Storybook-Creation Tool on a Tablet for Kindergarteners 幼稚园小朋友的互动故事书创作工具

2018 5th International Conference on Computational Science/ Intelligence and Applied Informatics (CSII) Pub Date : 2018-07-01 DOI: 10.1109/CSII.2018.00010

Y. Niwa, Yasuji Katase, Chieko Hiramatsu

引用次数: 0

Estimation Improvement of Objective Scores of Answer Statements with Consideration of Multicollinearity and Semantic Similarity 考虑多重共线性和语义相似度的答案表述客观分数估计改进

2018 5th International Conference on Computational Science/ Intelligence and Applied Informatics (CSII) Pub Date : 2018-07-01 DOI: 10.1109/CSII.2018.00036

Yuya Yokoyama, T. Hochin, Hiroki Nomiya

{"title":"Estimation Improvement of Objective Scores of Answer Statements with Consideration of Multicollinearity and Semantic Similarity","authors":"Yuya Yokoyama, T. Hochin, Hiroki Nomiya","doi":"10.1109/CSII.2018.00036","DOIUrl":"https://doi.org/10.1109/CSII.2018.00036","url":null,"abstract":"To eliminate mismatches between the intentions of questioners and respondents of Question and Answer (Q&A) sites, we have clarified that the impression of the statements could be captured by nine factors, and the factor scores could be estimated from the feature values of the statements. Objective scores of the statements could be estimated fairly good, and that those of subjective statements could be estimated well by taking the natural logarithm of the factor scores with the consideration of cross-validation. With the consideration of semantic similarity between Q&A, semantic similarity could be effective in estimating objective scores in the previous preliminary analysis. This paper tries to perform multiple regression analysis with the consideration of multicollinearity between feature values of semantic similarity with those other than semantic similarity. As a result of analysis, feature values of semantic similarity was obtained as a part of regression formula in 8 out of 15 trials. With the consideration of semantic similarity, average estimation error becomes smaller for three categories.","PeriodicalId":202365,"journal":{"name":"2018 5th International Conference on Computational Science/ Intelligence and Applied Informatics (CSII)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126477578","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

CSII 2018 International Program Committee CSII 2018国际项目委员会

2018 5th International Conference on Computational Science/ Intelligence and Applied Informatics (CSII) Pub Date : 2018-07-01 DOI: 10.1109/csii.2018.00007

引用次数: 0

End-to-End Speech Synthesis for Bangla with Text Normalization 基于文本规范化的孟加拉语端到端语音合成

2018 5th International Conference on Computational Science/ Intelligence and Applied Informatics (CSII) Pub Date : 2018-07-01 DOI: 10.1109/CSII.2018.00019

T. Pial, Shahreen Salim Aunti, Shabbir Ahmed, Hasnain Heickal

{"title":"End-to-End Speech Synthesis for Bangla with Text Normalization","authors":"T. Pial, Shahreen Salim Aunti, Shabbir Ahmed, Hasnain Heickal","doi":"10.1109/CSII.2018.00019","DOIUrl":"https://doi.org/10.1109/CSII.2018.00019","url":null,"abstract":"Text to speech synthesis is a well-researched area, yet no system has been developed which can claim to be as convincing as a human voice. An end-to-end system in the context of speech synthesis denotes a system capable of synthesizing speech from text using training data as minimal as transcribed audio data without any language-specific knowledge and phoneme dictionaries. But an end-to-end system should also have the capability to integrate any language-specific rules to improve its performance. In this paper, we propose an end-to-end speech synthesis system for Bangla (also known as Bengali) which uses a minimal front end and a neural network as its statistical parametric model. We also propose a Text Normalization Procedure(TNP) for Bangla and incorporate it to the end-to-end system. We have conducted extensive experiments using different models. From the feedback from the participants of the experiment, we have found out that they felt more positively towards the system if TNP is incorporated. A Wilcoxon signed-rank test was conducted to validate the results of the experiment and the probability of the results being like this because of experimental errors rather than TNP was calculated to be less than 5%.","PeriodicalId":202365,"journal":{"name":"2018 5th International Conference on Computational Science/ Intelligence and Applied Informatics (CSII)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129671697","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

Shape Recovery Using Improved Fast Marching Method for SEM Image 基于改进快速推进方法的扫描电镜图像形状恢复

2018 5th International Conference on Computational Science/ Intelligence and Applied Informatics (CSII) Pub Date : 2018-07-01 DOI: 10.1109/CSII.2018.00018

Y. Iwahori, Lei Huang, Aili Wang, M. Bhuyan

引用次数: 0

Convolutional Neural Network Models for Scattering Pattern Recognition of Scanning Electron Microscopy Images 扫描电镜图像散射模式识别的卷积神经网络模型

2018 5th International Conference on Computational Science/ Intelligence and Applied Informatics (CSII) Pub Date : 2018-07-01 DOI: 10.1109/CSII.2018.00012

M. Phankokkruad, S. Wacharawichanant

{"title":"Convolutional Neural Network Models for Scattering Pattern Recognition of Scanning Electron Microscopy Images","authors":"M. Phankokkruad, S. Wacharawichanant","doi":"10.1109/CSII.2018.00012","DOIUrl":"https://doi.org/10.1109/CSII.2018.00012","url":null,"abstract":"Morphology is an important research method that reveals the properties of materials. Each material has a unique scattering pattern that it depends on the kind of material, preparation method, and the composition of the blends. These scattering patterns are captured to images by the scanning electron microscopy (SEM). Since there are a lot of scattering patterns, it is very hard to interpret and recognize the scattering pattern of any materials. This work applied the CNN model to recognize the scattering pattern in the SEM images by creating the appropriate model that suits for recognize these images. The SEM image dataset was built and characterized the model structure. The experiment results reveal that the CNN model could significantly recognized the SEM images. In which way, this work could solve the problem of false interpretation of the material morphology and improve the efficiency of classification obviously. Moreover, the CNN model could recognize the scattering pattern with an accuracy at 97.02% and 2.98% of error. A contribution of this study is a new utilization of SEM images classification and recognition, which utilize the laboratory experiments. This work also created the SEM images dataset which is a new knowledge for enhancing the morphology study in the material engineering.","PeriodicalId":202365,"journal":{"name":"2018 5th International Conference on Computational Science/ Intelligence and Applied Informatics (CSII)","volume":"77 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125762456","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

Extracting Paper Sticky Notes with Visual-Inertial Odometry of ARKit ARKit视觉惯性里程法提取便签纸

2018 5th International Conference on Computational Science/ Intelligence and Applied Informatics (CSII) Pub Date : 2018-07-01 DOI: 10.1109/CSII.2018.00014

Eishun Ito, Tadachika Ozono, T. Shintani

引用次数: 1

Title Page iii 第三页标题

2018 5th International Conference on Computational Science/ Intelligence and Applied Informatics (CSII) Pub Date : 2018-07-01 DOI: 10.1109/csii.2018.00002

引用次数: 0

Information System for Estimating People's Mood at Sightseeing Using Their Pulses Information 利用脉搏信息估计人们观光心情的信息系统

2018 5th International Conference on Computational Science/ Intelligence and Applied Informatics (CSII) Pub Date : 2018-07-01 DOI: 10.1109/CSII.2018.00034

Yusuke Ikematsu, A. Ogino

{"title":"Information System for Estimating People's Mood at Sightseeing Using Their Pulses Information","authors":"Yusuke Ikematsu, A. Ogino","doi":"10.1109/CSII.2018.00034","DOIUrl":"https://doi.org/10.1109/CSII.2018.00034","url":null,"abstract":"We can enjoy sightseeing more by communicating with friends. Communication with friends is about sightseeing spots. Recently, we can get information of sightseeing spots from a trip guide system through a smartphone or tablet. However, these systems provide information even in unnecessary situations, which may interfere with sightseeing. So, we proposed ways to estimate the mood of tourists using wearable devices. This paper describes the usefulness of information systems and systems developed based on that method. This information system detects an excitement degree of the party in a place through by using a pulse rate of all tourists which are collected by the Apple Watch. And it offers the information of spot for changing the mood of the party when they are not enjoying sightseeing. In the evaluation experiment of three group, this information system has been found to be useful. However, the experiment result shows that information service in this time to the members to shift their emotions to positive is not effective. In the future, it is necessary to consider how to provide and contents.","PeriodicalId":202365,"journal":{"name":"2018 5th International Conference on Computational Science/ Intelligence and Applied Informatics (CSII)","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126217606","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