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2017 1st International Conference on Informatics and Computational Sciences

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1.POS-tagging for non-english tweets: An automatic approach: (Study in Bahasa Indonesia)

机译：非英语推文的POS标记：一种自动方法：（在印度尼西亚语中研究）
- 作者：Devi Munandar;Endang Suryawati;Dianadewi Riswantini;Achmad Fatchuttamam Abka;Rini Wijayanti;Andria Arisal
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Tagging;
- Artificial neural networks;
- Social network services;
- Natural language processing;
- Training;
- Computational modeling;
- Probabilistic logic;
2.Assessing bike sharing business model

机译：评估自行车共享业务模型
- 作者：Oerianto Guyandi;Gunawan Wang;Teguh Sriwidadi;Hartiwi Prabowo;Rini Kurnia Sari
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Business;
- Mobile applications;
- Mobile communication;
- Cloud computing;
- Transportation;
- Computational modeling;
- Urban areas;
3.Comparison of diagnostics set and feature selection for breast cancer classification based on microRNA expression

机译：基于microRNA表达的乳腺癌分类诊断集和特征选择的比较
- 作者：Kharis Khasburrahman;Adi Wibowo;Indra Waspada;Hairulazwan Bin Hashim;Wisnu Jatmiko
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Feature extraction;
- Backpropagation;
- Biomarkers;
- Breast cancer;
- Sensitivity;
- Neural networks;
4.Skin detection based on local representation of YCbCr color moment

机译：基于YCbCr色矩局部表示的皮肤检测
- 作者：Sukmawati N. Endah;Helmie A. Wibawa;Retno Kusumaningrum
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Image color analysis;
- Skin;
- Standards;
- Feature extraction;
- Support vector machines;
- Training data;
- Testing;
5.Analysis of initialization method on fuzzy c-means algorithm based on singular value decomposition for topic detection

机译：基于奇异值分解的模糊c均值算法初始化方法的主题检测
- 作者：Ichsani Mursidah;Hendri Murfi
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Clustering algorithms;
- Voting;
- Gravity;
- Matrix decomposition;
- Singular value decomposition;
- Matrix converters;
- Twitter;
6.Usability testing of weather monitoring on a web application

机译：Web应用程序上天气监视的可用性测试
- 作者：Satriyo Adhy;Beta Noranita;Retno Kusumaningrum;Panji Wisnu Wirawan;Dimas Dwi Prasetya;Fauzanil Zaki
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Task analysis;
- Usability;
- Meteorology;
- Monitoring;
- Informatics;
- Testing;
- Temperature measurement;
7.Emotion detection of tweets in Indonesian language using LDA and expression symbol conversion

机译：使用LDA和表情符号转换对印尼语推文进行情感检测
- 作者：Risma Mustika Cahyaningtyas;Retno Kusumaningrum;Sutikno;Suhartono;Djalal Er Riyanto
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Testing;
- Twitter;
- Training;
- Resource management;
- Inference algorithms;
- Training data;
- Informatics;
8.Hybrid resampling to handle imbalanced class on classification of student performance in classroom

机译：混合重采样以处理课堂上学生表现分类中的不平衡班级
- 作者：Yoga Pristyanto;Noor Akhmad Setiawan;Igi Ardiyanto
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Classification algorithms;
- Support vector machines;
- Data mining;
- Niobium;
- Prediction algorithms;
- Education;
- Sampling methods;
9.Zolertia Z1 energy usage simulation with Cooja simulator

机译：使用Cooja模拟器进行Zolertia Z1能耗模拟
- 作者：I. Nyoman Rudy Hendrawan;I. Gusti Ngurah Wikranta Arsa
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Sensors;
- Wireless sensor networks;
- Routing protocols;
- Energy measurement;
- Network topology;
- Energy consumption;
10.Hiding and securing message on edge areas of image using LSB steganography and OTP encryption

机译：使用LSB隐写术和OTP加密在图像的边缘区域隐藏和保护消息
- 作者：Candra Irawan;De Rosal Ignatius Moses Setiadi;Christy Atika Sari;Eko Hari Rachmawanto
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- 5G mobile communication;
11.Deep learning for handwritten Javanese character recognition

机译：深度学习用于手写Javanese字符识别
- 作者：Rismiyati Khadijah;Adi Nurhadiyatna
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Convolution;
- Character recognition;
- Neurons;
- Machine learning;
- Training;
- Neural networks;
- Feature extraction;
12.Implementation analytic network process method and geographic information system to determine the freswater fish farming location

机译：实施解析网络处理方法和地理信息系统确定淡水鱼养殖地点
- 作者：Oktavianus Lumasuge;Vincencius Gunawan;Catur Edi Widodo
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Fish;
- Geographic information systems;
- Indexes;
- Springs;
- Spatial databases;
- Rivers;
- Standards;
13.Topic labeling towards news document collection based on Latent Dirichlet Allocation and ontology

机译：基于潜在狄利克雷分配和本体论的新闻文档收集主题标签
- 作者：Rifki Adhitama;Retno Kusumaningrum;Rahmat Gernowo
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Ontologies;
- Labeling;
- Pragmatics;
- Dictionaries;
- Semantics;
- Resource management;
- Task analysis;
14.Sleep stage classification using the combination of SVM and PSO

机译：使用SVM和PSO组合进行睡眠阶段分类
- 作者：Nico Surantha;Sani M. Isa;Tri Fennia Lesmana;I Made Agus Setiawan
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Sleep;
- Support vector machines;
- Feature extraction;
- Heart rate variability;
- Frequency-domain analysis;
- Electrocardiography;
- Brain modeling;
15.Cyberbullying classification using text mining

机译：使用文本挖掘进行网络欺凌分类
- 作者：Noviantho;Sani Muhamad Isa;Livia Ashianti
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Support vector machines;
- Kernel;
- Decision trees;
- Feature extraction;
- Text mining;
- Computer science;
- Bayes methods;
16.Comparison of shallow and deep learning models for classification of Lasem batik patterns

机译：Lasem蜡染图案分类的浅层和深度学习模型比较
- 作者：Teny Handhayani;Janson Hendryli;Lely Hiryanto
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Machine learning;
- Support vector machines;
- Feature extraction;
- Computational modeling;
- Decision trees;
- Kernel;
- Convolutional neural networks;
17.Egg's diameter detection using fuzzy C-means and Iterative Random Hough Transform

机译：基于模糊C均值和迭代随机霍夫变换的鸡蛋直径检测
- 作者：Putu Desiana Wulaning Ayu;Gede Angga Pradipta
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Mathematical model;
- Image segmentation;
- Transforms;
- Linear programming;
- Clustering algorithms;
- Convergence;
- Sorting;
18.The effectiveness of SMS as verification of flood early warning messages from users' perception

机译：SMS从用户的感知验证洪水预警消息的有效性
- 作者：Dinar Mutiara Kusumo Nugraheni;Denise de Vries
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Task analysis;
- Floods;
- Correlation;
- Message service;
- Atmospheric measurements;
- Particle measurements;
- Australia;
19.Multiclass classification of cancer based on microarray data using extreme learning machine

机译：使用极限学习机基于微阵列数据对癌症进行多分类
- 作者：Khadijah;Rismiyati;Aprinaldi Jasa Mantau
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Training;
- Cancer;
- Testing;
- Feature extraction;
- Sensitivity;
- Dimensionality reduction;
- Classification algorithms;
20.Pornography object detection using Viola-Jones algorithm and skin detection

机译：使用Viola-Jones算法的色情对象检测和皮肤检测
- 作者：Muhammad R. Wiratama;Sukmawati N. Endah;Retno Kusumaningrum;Helmie A. Wibawa
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Detectors;
- Skin;
- Training;
- Object detection;
- Image color analysis;
- Classification algorithms;
- Breast;
21.An improved secure image hiding technique using PN-sequence based on DCT-OTP

机译：基于DCT-OTP的改进的使用PN序列的安全图像隐藏技术
- 作者：Muhammad Najih Muhammad Najih;De Rosal Ignatius Moses Setiadi;Eko Hari Rachmawanto;Christy Atika Sari;Setia Astuti
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Discrete cosine transforms;
- Encryption;
- Transform coding;
- Image coding;
- PSNR;
22.Performance comparison of Artificial Neural Network models for dengue fever disease detection

机译：人工神经网络模型在登革热疾病检测中的性能比较
- 作者：Priyo S. Sasongko;Helmie A. Wibawa;Fadil Maulana;Nurdin Bahtiar
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Training;
- Diseases;
- Algorithm design and analysis;
- Encoding;
- Backpropagation;
- Prediction algorithms;
- Neurons;
23.Predicting house sale price using fuzzy logic, Artificial Neural Network and K-Nearest Neighbor

机译：使用模糊逻辑，人工神经网络和K最近邻预测房屋销售价格
- 作者：Muhammad Fahmi Mukhlishin;Ragil Saputra;Adi Wibowo
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Input variables;
- Fuzzy logic;
- Artificial neural networks;
- Google;
- Buildings;
- Spatial databases;
- Fuzzy sets;
24.A complete modelling of Local Binary Pattern for detection of diabetic retinopathy

机译：用于检测糖尿病性视网膜病变的局部二进制模式的完整模型
- 作者：Devvi Sarwinda;Alhadi Bustamam;Ari Wibisono
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Feature extraction;
- Diabetes;
- Retinopathy;
- Retina;
- Sensitivity and specificity;
- Sensitivity;
25.RMLx: Mapping interface for integrating open data with linked data exploration environment

机译：RMLx：映射接口，用于将开放数据与链接数据浏览环境集成在一起
- 作者：Peb R. Aryan;Fajar J. Ekaputra;Elmar Kiesling;A. Min Tjoa;Kabul Kurniawan
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Resource description framework;
- Linked data;
- XML;
- Portals;
- Writing;
- Publishing;
- Vocabulary;
26.AHP-TOPSIS on selection of new university students and the prediction of future employment

机译：AHP-TOPSIS对新生的选择和对未来就业的预测
- 作者：Rianto;Djoko Budiyanto;Setyohadi;Suyoto
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Employment;
- Analytic hierarchy process;
- Load modeling;
- Teamwork;
- Informatics;
- Predictive models;
27.Constant-amplitude fatigue crack growth sequence regression on an aircraft lap joint using a 1-D convolutional network

机译：一维卷积网络在飞机膝关节上的等幅疲劳裂纹扩展序列回归
- 作者：Muhammad Ihsan Mas;Mohamad Ivan Fanany;Timotius Devin;Lintang A. Sutawika
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Fatigue;
- Aircraft;
- Load modeling;
- Atmospheric modeling;
- Task analysis;
- Aluminum;
- Aircraft manufacture;
28.Fetal weight prediction based on ultrasound image using fuzzy C means clustering and Itterative Random Hough Transform

机译：基于模糊C均值聚类和迭代随机霍夫变换的超声图像胎儿体重预测
- 作者：Gede Angga Pradipta;Putu Desiana Wulaning Ayu
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Image segmentation;
- Fetus;
- Ultrasonic variables measurement;
- Ultrasonography;
- Weight measurement;
- Transforms;
- Abdomen;
29.Evaluating user experience of english learning interface using User Experience Questionnaire and System Usability Scale

机译：使用用户体验问卷和系统可用性量表评估英语学习界面的用户体验
- 作者：Ni Putu Indah Rosita Devy;Sunu Wibirama;Paulus Insap Santosa
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Multimedia communication;
- Usability;
- Streaming media;
- Animation;
- Media;
- User interfaces;
30.Implementation of clustered ant colony optimization in solving fixed destination multiple depot multiple traveling salesman problem

机译：聚类蚁群算法在解决固定目的地多仓库多行销业务员问题中的实现
- 作者：A. Steven;G. F. Hertono;B. D. Handari
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Clustering algorithms;
- Traveling salesman problems;
- Ant colony optimization;
- Optimization;
- Data models;
- Algorithm design and analysis;
31.Gamma correction-based image enhancement and canny edge detection for shoreline extraction from coastal imagery

机译：基于伽玛校正的图像增强和边缘检测，可从海岸图像中提取海岸线
- 作者：I. Made Oka Widyantara;Ni Made Ary Esta Dewi Wirastuti;I. Made Dwi Putra Asana;Ida Bagus Putu Adnyana
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Sea measurements;
- Image edge detection;
- Image segmentation;
- Feature extraction;
- Detectors;
- Histograms;
- Image enhancement;
32.Finding anchor words of separable-nonnegative matrix factorization based on singular value decomposition

机译：基于奇异值分解的可分离负矩阵分解的定位词
- 作者：Ika Dwi Novitasari;Hendri Murfi;Arie Wibowo
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Matrix decomposition;
- Twitter;
- Singular value decomposition;
- Filtering;
- Internet;
- Manuals;
33.The signal processing of heart sound from digital stethoscope for identification of heart condition using wavelet transform and neural network

机译：小波变换和神经网络从数字听诊器对心脏状况进行信号处理以识别心脏状况
- 作者：Jatmiko Endro Suseno;Muhammad Burhanudin
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Heart;
- Stethoscope;
- Microphones;
- Wavelet transforms;
- Graphics;
- Instruments;
- Medical services;
34.Determination of assistance to the poor by integrating fuzzy AHP and TOPSIS models: (Case study Bali Province)

机译：通过综合模糊AHP和TOPSIS模型确定对贫困人口的援助：（案例研究巴厘岛省）
- 作者：Ida Bagus Kresna Sudiatmika;Rupika Jimbara;Djoko Budiyanto Setyohadi
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Government;
- Analytic hierarchy process;
- Silicon;
- Mathematical model;
- Matrix converters;
- Indexes;
35.Random pixel embedding for hiding secret text over video file

机译：随机像素嵌入，用于在视频文件上隐藏秘密文本
- 作者：Muhammad Khaerul Anam;Eko Adi Sarwoko;Edy Suharto;Kharis Khasburrahman
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Media;
- Containers;
- Signal to noise ratio;
- Generators;
- Error analysis;
- Digital images;
- Noise measurement;
36.Evaluation of the accuracy of transfer learning on sentiment analysis for Indonesian tweets

机译：印尼推文情感分析中迁移学习的准确性评估
- 作者：Kartika Syskya Wydya;Hendri Murfi;Yudi Satria
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Training data;
- Support vector machines;
- Sentiment analysis;
- Kernel;
- Data models;
- Optimization;
- Testing;
37.IT governance in public organization based on ITBSC and cobit 5: The case of Kupang Municipality

机译：基于ITBSC和Cobit 5的公共组织中的IT治理：以居邦市为例
- 作者：Dodisutarma Lapihu;Mustafid;R. Rizal Isnanto
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Information technology;
- Government;
- Interviews;
- Standards organizations;
38.Design and implementation of tipping-bucket rain gauge

机译：翻斗雨量计的设计与实现
- 作者：M. Ghozali Syahrul
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Rain;
- Instruments;
- Monitoring;
- Pins;
- Microcontrollers;
- Hardware;
39.Morphology analysis for Hidden Markov Model based Indonesian part-of-speech tagger

机译：基于隐式马尔可夫模型的印尼语词性标注器的形态学分析
- 作者：Muljono;Umriya Afini;Catur Supriyanto
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Hidden Markov models;
- Tagging;
- Testing;
- Training;
- Morphology;
- Manuals;
40.Comparison selection of attributes in preprocessing data for diagnosis of diabetes

机译：用于糖尿病诊断的预处理数据中属性的比较选择
- 作者：Fadil Maulana;Sukmawati N. Endah
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Diabetes;
- Classification algorithms;
- Testing;
- Medical diagnostic imaging;
- Sensitivity;
- Algorithm design and analysis;
- Diseases;
41.Offline signature verification based on pyramid histogram of oriented gradient features

机译：基于定向梯度特征的金字塔直方图的离线签名验证
- 作者：Latifa Nabila Harfiya;Agus Wahyu Widodo;Randy Cahya Wihandika
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Feature extraction;
- Training data;
- Histograms;
- Testing;
- Image segmentation;
- Forgery;
42.Examining the effect of website complexity and task complexity in web-based learning management system

机译：在基于Web的学习管理系统中检查网站复杂性和任务复杂性的影响
- 作者：Prabaria Vesca Yulianandra;Sunu Wibirama;Paulus Insap Santosa
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Complexity theory;
- Task analysis;
- Electronic learning;
- Usability;
- Learning management systems;
- Tools;
- Visualization;
43.Inference procedure based on LM-test in ANFIS for constructing time series model

机译：ANFIS中基于LM检验的推理过程用于构建时间序列模型
- 作者：Tarno;Agus Rusgiyono;Sugito;Budi Warsito
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Predictive models;
- Forecasting;
- Data models;
- Time series analysis;
- Adaptation models;
- Fuzzy logic;
- Stock markets;
44.Beyond back-propagation learning for diabetic detection: Convergence comparison of gradient descent, momentum and Adaptive Learning Rate

机译：超越反向传播学习技术的糖尿病检测：梯度下降，动量和自适应学习率的收敛性比较
- 作者：Sukmawati N. Endah;Aris P. Widodo;Muhammad L. Fariq;Shavira I. Nadianada;Fadil Maulana
- 会议名称：《2017 1st International Conference on Informatics and Computational Sciences》 | 2017年
- Training;
- Adaptive learning;
- Convergence;
- Diabetes;
- Testing;
- Artificial neural networks;
- Partitioning algorithms;