2019 International Conference on Advanced Computer Science and information Systems (ICACSIS)最新文献_第2页

Prediction of Drug-Target Interaction on Jamu Formulas using Machine Learning Approaches 利用机器学习方法预测Jamu公式的药物-靶标相互作用

2019 International Conference on Advanced Computer Science and information Systems (ICACSIS) Pub Date : 2019-10-01 DOI: 10.1109/ICACSIS47736.2019.8979795

A. K. Nasution, S. Wijaya, W. Kusuma

引用次数: 6

ICACSIS 2019 Authors Index ICACSIS 2019作者索引

2019 International Conference on Advanced Computer Science and information Systems (ICACSIS) Pub Date : 2019-10-01 DOI: 10.1109/icacsis47736.2019.8979694

引用次数: 0

The impact of feature selection methods on machine learning-based docking prediction of Indonesian medicinal plant compounds and HIV-1 protease 特征选择方法对基于机器学习的印尼药用植物化合物与HIV-1蛋白酶对接预测的影响

2019 International Conference on Advanced Computer Science and information Systems (ICACSIS) Pub Date : 2019-10-01 DOI: 10.1109/ICACSIS47736.2019.8979672

Rahman Pujianto, Yohanes Gultom, A. Wibisono, Arry Yanuar, H. Suhartanto

引用次数: 0

Strategies to Improve Performance of Convolutional Neural Network on Histopathological Images Classification 改进卷积神经网络在组织病理图像分类中的性能策略

2019 International Conference on Advanced Computer Science and information Systems (ICACSIS) Pub Date : 2019-10-01 DOI: 10.1109/ICACSIS47736.2019.8979740

Toto Haryanto, H. Suhartanto, A. Murni, K. Kusmardi

{"title":"Strategies to Improve Performance of Convolutional Neural Network on Histopathological Images Classification","authors":"Toto Haryanto, H. Suhartanto, A. Murni, K. Kusmardi","doi":"10.1109/ICACSIS47736.2019.8979740","DOIUrl":"https://doi.org/10.1109/ICACSIS47736.2019.8979740","url":null,"abstract":"Convolutional Neural Network (CNN) has been widely used in medical image processing. Histopathology is one of modality or images for a pathologist to analyze the status of cancer. The unstructured pattern of this image cause the problem, tend to miss identification or takes more time to analyze by the pathologist. Besides that, Deep learning training generally requires powerful hardware resources to improve performance during the training. Therefore, to address these problems, we propose two main activities in this study; to accelerate training time and to enhance the histopathology dataset. We train our CNN on three similar GPU specification (GTX-1080) as an alternative to become training time is faster. Mean-shift filter is one of the low-pass filter technique. We use this to handle unstructured pattern on histopathology images to enhance this dataset. The performance of all three GPUs is presented during the training process with 500 epochs measure by the speedup. Meanwhile, the performance of model testing is carried out with several batch-size selection scenarios from 32,64,128 and 256. The use of mean-shift can improve convergence during training in 128 batch-size become faster.","PeriodicalId":165090,"journal":{"name":"2019 International Conference on Advanced Computer Science and information Systems (ICACSIS)","volume":"30 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124211595","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: 5

A study of analogical grids extracted using feature vectors on varying vocabulary sizes in Indonesian 印尼语不同词汇量下特征向量提取的类比网格研究

2019 International Conference on Advanced Computer Science and information Systems (ICACSIS) Pub Date : 2019-10-01 DOI: 10.1109/ICACSIS47736.2019.8979864

Rashel Fam, Y. Lepage

引用次数: 0

Flavonoid Distribution Mapping System of Velvet Apple Leaf Based on Hyperspectral Imaging 基于高光谱成像的丝绒苹果叶片类黄酮分布制图系统

2019 International Conference on Advanced Computer Science and information Systems (ICACSIS) Pub Date : 2019-10-01 DOI: 10.1109/ICACSIS47736.2019.8979775

Maulana Ihsan, A. H. Saputro, W. Handayani

引用次数: 2

The Implementation of Data Mining to Show UKT (Students’ Tuition) Using Fuzzy C-Means Algorithm : (Case Study: Universitas Pendidikan Ganesha) 使用模糊c均值算法实现UKT(学生学费)数据挖掘(以Universitas Pendidikan Ganesha为例)

2019 International Conference on Advanced Computer Science and information Systems (ICACSIS) Pub Date : 2019-10-01 DOI: 10.1109/ICACSIS47736.2019.8979933

Nengah Widya Utami, I. N. Sukajaya, I. Candiasa, Eka Grana Aristyana Dewi

{"title":"The Implementation of Data Mining to Show UKT (Students’ Tuition) Using Fuzzy C-Means Algorithm : (Case Study: Universitas Pendidikan Ganesha)","authors":"Nengah Widya Utami, I. N. Sukajaya, I. Candiasa, Eka Grana Aristyana Dewi","doi":"10.1109/ICACSIS47736.2019.8979933","DOIUrl":"https://doi.org/10.1109/ICACSIS47736.2019.8979933","url":null,"abstract":"This research aimed to show the result of clustering students’ tuition (UKT) at Undiksha using algorithm FCM. The characteristics of each cluster, measurement of level implementing algorithm FCM accuracy in determining UKT. Students’ tuition data used in this research include students’ tuition from SBMPTN year 2017. The students’ data came from 30 students with 7 parameters, namely, parents’ occupation, parents’ income, number of dependents, assets, water payment, electronic voltage, and varieties of vehicles. The data of students’ tuition grouped into four groups, namely, UKT 1, UKT 2, UKT 3, and UKT 4. The data from grouping students’ tuition using FCM method in determining students’ tuition supported with Matlab Software 2017 a showed UKT 1 into 89 students, UKT 2 into 91 students, UKT 3 into 79 students, and UKT 4 into 46 students. The data characteristics of each student’s tuition were gathered from each parameter based on the result of the center vector (v) in the last iteration. Besides, the result showed an FCM method has high accuracy in 0.78. The result of factor analysis showed 3 factors determined students’ tuition from 7 parameters, namely, income factor, expulsion factor, and load factor. On the other hand, future research can be developed by grouping the 3 factors as computation variable in algorithm FCM and to use other methods, so that the results of clustering are more optimal.","PeriodicalId":165090,"journal":{"name":"2019 International Conference on Advanced Computer Science and information Systems (ICACSIS)","volume":"198 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123347125","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: 3

An Interactive Augmented Reality Architectural Design Model : A Prototype for Digital Heritage Preservation 交互式增强现实建筑设计模型:数字遗产保护的原型

2019 International Conference on Advanced Computer Science and information Systems (ICACSIS) Pub Date : 2019-10-01 DOI: 10.1109/ICACSIS47736.2019.8979767

A. Indraprastha

{"title":"An Interactive Augmented Reality Architectural Design Model : A Prototype for Digital Heritage Preservation","authors":"A. Indraprastha","doi":"10.1109/ICACSIS47736.2019.8979767","DOIUrl":"https://doi.org/10.1109/ICACSIS47736.2019.8979767","url":null,"abstract":"We present study on the integration of augmented reality using Microsoft Hololens and architectural design documentation for cultural heritage application by practical evaluation method. Our goal is to understand the potential of AR implementation in architectural narration and documentation. Herein, we outlined our works: 1) Visualization of architectural forms; 2) Data visualization embedded in augmented environment; 3) Basic user interaction mechanism. Our focus of the study is on the methodology and workflows involved in the AR platform. The case study is traditional Balinese architectures that constitute issues of materiality, tectonics, aesthetics and embodied local and specific information, hence the cultural heritage. Our study found that AR and Hololens provide a promising tool for 3D visualization and experiences particularly in cultural heritage application where computer-generated objects are augmented into real and physical objects. Despite latency, limited visual field and interaction methods that are still in development, implementation of AR in the architectural field bring understanding architecture as a medium and interface where space, form, and information are combined","PeriodicalId":165090,"journal":{"name":"2019 International Conference on Advanced Computer Science and information Systems (ICACSIS)","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115637765","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: 3

Adult Content Classification on Indonesian Tweets using LSTM Neural Network 基于LSTM神经网络的印尼文推文成人内容分类

2019 International Conference on Advanced Computer Science and information Systems (ICACSIS) Pub Date : 2019-10-01 DOI: 10.1109/ICACSIS47736.2019.8979982

A. Hidayatullah, Anisa Miladya Hakim, Abdullah Aziz Sembada

引用次数: 2

Role of IT in IT Governance Practices Maturity Perspective IT在IT治理实践成熟度视角中的角色

2019 International Conference on Advanced Computer Science and information Systems (ICACSIS) Pub Date : 2019-10-01 DOI: 10.1109/ICACSIS47736.2019.8979844

Dimas Agung Saputra, I. Alif, R. Wijaya, Y. G. Sucahyo, M. K. Hammi

{"title":"Role of IT in IT Governance Practices Maturity Perspective","authors":"Dimas Agung Saputra, I. Alif, R. Wijaya, Y. G. Sucahyo, M. K. Hammi","doi":"10.1109/ICACSIS47736.2019.8979844","DOIUrl":"https://doi.org/10.1109/ICACSIS47736.2019.8979844","url":null,"abstract":"In the organization, IT should be sustained and extended from the organization’s strategy and objectives of business. Good IT governance can increase the effectiveness of IT utilization by aligning business and IT strategy. Organization also need to know what the role of IT to give understanding about the IT utilization consequences for business impact. The purpose of this study is to analyse the role of IT in IT governance practices maturity perspective which implemented in the organization. This study compose relevant maturity model based on theory of IT governance practices that have relation to two key dimensions of IT Strategic Impact Grid. There are five case studies to verify the proposed maturity model, a case from Indonesian Telecommunication Company and four cases from the study of related IT governance practices. From the case studies result, IT governance practices can provide an understanding related to the utilization of IT roles in an organization. The maturity of business/IT alignment is consistent with the two key dimensions of IT Strategic Grid maturity but it possible to get the lower or higher maturity measurement result comparison with business/IT alignment maturity because of the different weight effectiveness. Details on IT governance practices could help the Board or CIO to take further action to achieve target maturity that accordance with the desired role of IT in the organization","PeriodicalId":165090,"journal":{"name":"2019 International Conference on Advanced Computer Science and information Systems (ICACSIS)","volume":"88 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122846585","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: 4