2016 35th International Conference of the Chilean Computer Science Society (SCCC)最新文献_第3页

A design space exploration of compiler optimizations guided by hot functions 由热函数引导的编译器优化的设计空间探索

2016 35th International Conference of the Chilean Computer Science Society (SCCC) Pub Date : 2016-10-01 DOI: 10.1109/SCCC.2016.7836038

Marcos Yukio Siraichi, Caio Tonetti, A. F. Silva

引用次数: 2

Contour-based feature extraction for image classification and retrieval 基于轮廓的图像分类与检索特征提取

2016 35th International Conference of the Chilean Computer Science Society (SCCC) Pub Date : 2016-10-01 DOI: 10.1109/SCCC.2016.7836058

Julio C. Figueiredo, F. Neto, I. C. Paula

引用次数: 5

Software visualization tools and techniques: A systematic review of the literature 软件可视化工具和技术:对文献的系统回顾

2016 35th International Conference of the Chilean Computer Science Society (SCCC) Pub Date : 2016-10-01 DOI: 10.1109/SCCC.2016.7836048

Adriana Cruz, Camila Bastos, Paulo Afonso Parreira Júnior, H. Costa

引用次数: 2

Awareness, collaboration and comunication's tools for distributed software development: A systematic mapping 分布式软件开发的意识、协作和沟通工具:一个系统的映射

2016 35th International Conference of the Chilean Computer Science Society (SCCC) Pub Date : 2016-10-01 DOI: 10.1109/SCCC.2016.7836036

M. Damato, Alexandre L’Erario, J. A. Fabri

引用次数: 2

Computational simulation for identification, evaluation and relocation of pregnant women in a possible zika infection outbreak in South American cities 南美城市可能爆发寨卡病毒感染的孕妇识别、评估和重新安置的计算模拟

2016 35th International Conference of the Chilean Computer Science Society (SCCC) Pub Date : 2016-10-01 DOI: 10.1109/SCCC.2016.7836015

H. Nieto-Chaupis

{"title":"Computational simulation for identification, evaluation and relocation of pregnant women in a possible zika infection outbreak in South American cities","authors":"H. Nieto-Chaupis","doi":"10.1109/SCCC.2016.7836015","DOIUrl":"https://doi.org/10.1109/SCCC.2016.7836015","url":null,"abstract":"We use computational simulation to identify, evaluate and relocate pregnant women in a possible scenario of attack of Zika virus (ZIKV) on Peri-urban zones of South American cities. The plausibility of this study is based on the following points: (i) existence of high population of pregnant women in Peri-urban areas of large cities, (ii) appropriate conditions for fast reproduction of Aedes aegypti mosquitoes along hills, and (iii) the potential association of the ZIKV infection to microcephaly in babies. By assuming an attack rate of 15 per 1000 habitants as well as rate of confirmation of 10 cases per day, and rapid intervention based on the displacements of pregnant women to cleaned areas, the simulation yields that at least 2±1 of 100 pregnant women might be infected by ZIKV. The simulations have emphasized the effect of applying rapid intervention expected to be done by the health specialists, that targets to identify as soon as possible all those women in situation of pregnancy few hours after the presence of Aedes is already confirmed.","PeriodicalId":432676,"journal":{"name":"2016 35th International Conference of the Chilean Computer Science Society (SCCC)","volume":"162 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114604032","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

Exploratory analysis of ICT best practices for Brazilian federal universities 巴西联邦大学ICT最佳实践的探索性分析

2016 35th International Conference of the Chilean Computer Science Society (SCCC) Pub Date : 2016-10-01 DOI: 10.1109/SCCC.2016.7836002

Gustavo Caetano Borges, J. Simão, R. Miani

引用次数: 4

Analyzing the effect of hyperparameters in a automobile classifier based on convolutional neural networks 基于卷积神经网络的汽车分类器超参数影响分析

2016 35th International Conference of the Chilean Computer Science Society (SCCC) Pub Date : 2016-10-01 DOI: 10.1109/SCCC.2016.7836010

Elian Laura Riveros, J. Chavez, J. C. Gutiérrez-Cáceres

{"title":"Analyzing the effect of hyperparameters in a automobile classifier based on convolutional neural networks","authors":"Elian Laura Riveros, J. Chavez, J. C. Gutiérrez-Cáceres","doi":"10.1109/SCCC.2016.7836010","DOIUrl":"https://doi.org/10.1109/SCCC.2016.7836010","url":null,"abstract":"In the recent years the convolutional neural network is used successfully in applications of image classification, due to its deep and hierarchical architecture. The hyper parameters of the convolutional neural networks are of great influence to obtain good results in binary classification without the need of a large number of layers. The activation function, the weights initialization and the sub sampling function are the three main hyper parameters. In the present work 27 models of convolutional neural network are trained and tested with automobile images taken from a surveillance camera. The illumination intensity of the test images are different from the training images, because they were taken from scenes of day, evening and night. We also demonstrate the influence of the mean of the images and the size of the filter kernel. The convolutional neural network model with the best result reached 95.6% of accuracy. The results of experiments show that neural networks predict successfully automobile images with varied illumination intensities overcome the techniques Haar Cascade and the Support Vector Machine.","PeriodicalId":432676,"journal":{"name":"2016 35th International Conference of the Chilean Computer Science Society (SCCC)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121879924","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

Segmented and detailed visualization of anatomical structures for health education 用于健康教育的解剖结构的分割和详细可视化

2016 35th International Conference of the Chilean Computer Science Society (SCCC) Pub Date : 2016-10-01 DOI: 10.1109/SCCC.2016.7835995

Isabel Cristina Siqueira da Silva, G. Klein, Denise Munchen Brandao

引用次数: 2

Automatic labelling of clusters with discrete and continuous data using supervised machine learning 使用监督机器学习对离散和连续数据进行自动标记

2016 35th International Conference of the Chilean Computer Science Society (SCCC) Pub Date : 2016-10-01 DOI: 10.1109/SCCC.2016.7836060

J. M. Sousa, Roney L. S. Santos, L. A. Lopes, V. Machado, Ivan Saraiva Silva

引用次数: 1

Accelerating the quality measurement of DNA with GPUs 利用gpu加速DNA的质量测量

2016 35th International Conference of the Chilean Computer Science Society (SCCC) Pub Date : 2016-10-01 DOI: 10.1109/SCCC.2016.7836026

Gonzalo Javiel, Lorena Etcheverry, P. Ezzatti

引用次数: 0