Proceedings of the 8th International Conference on Software and Information Engineering最新文献_第2页

A Framework for integrating software design patterns with game design framework 将软件设计模式与游戏设计框架相结合的框架

Proceedings of the 8th International Conference on Software and Information Engineering Pub Date : 2019-04-09 DOI: 10.1145/3328833.3328871

Nahla H. Barakat

{"title":"A Framework for integrating software design patterns with game design framework","authors":"Nahla H. Barakat","doi":"10.1145/3328833.3328871","DOIUrl":"https://doi.org/10.1145/3328833.3328871","url":null,"abstract":"Object oriented design patterns (DP) are meant to provide a common structure for solving common software development problems. Applying those patterns is expected to improve the software systems maintainability, comprehensibility, and provide a common language for developers to understand and effectively communicate. However, this was not always the case, where some studies have shown that using design patterns may lead to a system harder to maintain and understand and more error prone; as compared to same systems without the use of design patterns. This variation is referred to the features of the system on hand, and the experience of the developers who are capable to know what design patterns to use and when. Considering the video game development, the use of software design pattern is still at low scale, and still; there is no recipe on what and when to use design patterns. In the meantime, there are different game design frameworks that define different aspects which need to be considered when developing a game. In this paper, we propose a framework that integrates some creational and behavioral DP, with a specific game design framework. In this way, we claim that the developers will have some hints on what DP to use with the main game aspects. This framework is suitable for games which can be developed after the first course of game design, regardless of the game engine used for development. The framework can be extended with more DP, for larger scale and more sophisticated game.","PeriodicalId":172646,"journal":{"name":"Proceedings of the 8th International Conference on Software and Information Engineering","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129566846","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

Quantum State Feedback Control Based on the on-line State Estimation 基于在线状态估计的量子态反馈控制

Proceedings of the 8th International Conference on Software and Information Engineering Pub Date : 2019-04-09 DOI: 10.1145/3328833.3328839

Yaru Tang, S. Cong

引用次数: 0

Performance Analysis of Transmit Diversity and Spatial Multiplexing MIMO Techniques in LTE Cell Edge Coverage Areas LTE小区边缘覆盖区域发射分集和空间复用MIMO技术性能分析

Proceedings of the 8th International Conference on Software and Information Engineering Pub Date : 2019-04-09 DOI: 10.1145/3328833.3328835

Haitham Hafez, A. Mokhtar

引用次数: 1

Towards a pedagogical model of social justice in engineering education 构建工程教育中社会正义的教学模式

Proceedings of the 8th International Conference on Software and Information Engineering Pub Date : 2019-04-09 DOI: 10.1145/3328833.3328861

P. Jiménez, J. Pascual, A. Mejía

引用次数: 2

Knowledge Management System Architecture based on Cultural Algorithms 基于文化算法的知识管理系统架构

Proceedings of the 8th International Conference on Software and Information Engineering Pub Date : 2019-04-09 DOI: 10.1145/3328833.3328854

Víctor Hugo Medina García, Marino Mauricio Mejía Rocha, Lina María Medina Estrada

引用次数: 0

Feature Extraction and Analysis for Lung Nodule Classification using Random Forest 基于随机森林的肺结节分类特征提取与分析

Proceedings of the 8th International Conference on Software and Information Engineering Pub Date : 2019-04-09 DOI: 10.1145/3328833.3328872

Nada S. El-Askary, Mohammed Abdel-Megeed Salem, Mohamed Roushdy

{"title":"Feature Extraction and Analysis for Lung Nodule Classification using Random Forest","authors":"Nada S. El-Askary, Mohammed Abdel-Megeed Salem, Mohamed Roushdy","doi":"10.1145/3328833.3328872","DOIUrl":"https://doi.org/10.1145/3328833.3328872","url":null,"abstract":"Early detection of lung nodule decreases the risk of advanced stages in lung cancer disease. Random forest (RF), a machine learning classifier, is used to detect the lung nodules and classify soft-tissues into nodules and non-nodules. A lung nodule classification approach is proposed to improve early detection for nodules. A five stages model has been built and tested using 165 cases from the LIDC database. Stage 1 is image acquisition and preprocessing. Stage 2 is extracting 119 features from the CT image. Stage 3 is refining feature vectors by removing all duplicate instances and undersampling the non-nodule class. Stage 4 is tuning the RF parameters. Stage 5 is examining different collections from the extracted feature sets to select those scores best for classification. The accuracy achieved by RF is the highest compared to other machine learning classifiers such as KNN, SVM, and DT. The proposed method aimed to analyze and select features that maximize classification results. Pixel based feature set and wavelet-based set scored best for higher accuracy. RF was tuned with 170 trees and 0.007 for in-bag fraction. Best results were achieved by the proposed model are 90.67%, 90.8% and 90.73% for sensitivity, specificity, and accuracy respectively.","PeriodicalId":172646,"journal":{"name":"Proceedings of the 8th International Conference on Software and Information Engineering","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125690726","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: 10

Bio-inspired Expert System for Identifying Questioned Documents' Printer Source Suitable for Digital Forensics 适用于数字取证的可疑文件打印源识别仿生专家系统

Proceedings of the 8th International Conference on Software and Information Engineering Pub Date : 2019-04-09 DOI: 10.1145/3328833.3328843

S. Darwish, A. El-Zoghabi, Hany M. Elgohary

{"title":"Bio-inspired Expert System for Identifying Questioned Documents' Printer Source Suitable for Digital Forensics","authors":"S. Darwish, A. El-Zoghabi, Hany M. Elgohary","doi":"10.1145/3328833.3328843","DOIUrl":"https://doi.org/10.1145/3328833.3328843","url":null,"abstract":"Printer identification models are provided for the goal of distinguishing the printer that produced a suspicious imprinted document. Source identification of a published document can easily be a significant procedure intended for the forensic science. The arising problem is that the extraction of many features of the printed document for printer identification sometimes increases time and reduces the classification accuracy since a lot of the document features may come to be repetitive and non-beneficial. Distinct combinatorial collection of features will need to be acquired in order to preserve the most effective fusion to accomplish the maximum accuracy. This paper presents an intelligent machine learning algorithm for printer identification that adopts both of texture features formulated from gray level co-occurrence matrix of the printed letter \"WOO\" and genetic heuristic search to select the optimal reduced feature set. This integration aims to achieve high classification accuracy based on small group of discriminative features. For classification, the system utilizes k-nearest neighbors (KNN) to recognize the source model of the printer for its simplicity. Experimental results validate that the suggested system has high taxonomy accuracy and requires less computation time.","PeriodicalId":172646,"journal":{"name":"Proceedings of the 8th International Conference on Software and Information Engineering","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130648812","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

Automatic Classifier for Skin Disease Using k-NN and SVM 基于k-NN和SVM的皮肤病自动分类器

Proceedings of the 8th International Conference on Software and Information Engineering Pub Date : 2019-04-09 DOI: 10.1145/3328833.3328862

A. Nosseir, Mokhtar Ahmed Shawky

引用次数: 11

Data Governance Reference Model under the Lean Methodology for the Implementation of Successful Initiatives in the Peruvian Microfinance Sector 在秘鲁小额信贷部门实施成功举措的精益方法下的数据治理参考模型

Proceedings of the 8th International Conference on Software and Information Engineering Pub Date : 2019-04-09 DOI: 10.1145/3328833.3328859

Álvaro Romero, A. Gonzales, C. Raymundo

{"title":"Data Governance Reference Model under the Lean Methodology for the Implementation of Successful Initiatives in the Peruvian Microfinance Sector","authors":"Álvaro Romero, A. Gonzales, C. Raymundo","doi":"10.1145/3328833.3328859","DOIUrl":"https://doi.org/10.1145/3328833.3328859","url":null,"abstract":"Microfinance allows the integration of all sectors for the country's economic growth. Data duplicity, invalid data and the inability to have reliable data for decision-making are generated without a formal Governance. For this reason, Data Governance is the key to enable an autonomous, productive and reliable work environment for the use of these. Although Data Governance models already exist, in most cases they don't meet the requirements of the sector, which has its own characteristics, such as the volume exponential growth, data criticality, and regulatory frameworks to which it is exposed. The purpose of this research is to design a reference model for the microfinance organizations, supported by an evaluation tool that provides a diagnosis with the objective of implementing and improving the organization processes regarding Data Governance. This model was implemented based on the information of Peru's microfinance organizations, from which a 1.72 score was diagnosed, which is encouraging for the organization, since it shows that it has defined all its plans concerning Data Governance. Finally, after the validation, it was concluded that the model serves as a medium to identify the current status of these organizations to ensure the success of the Data Governance initiatives.","PeriodicalId":172646,"journal":{"name":"Proceedings of the 8th International Conference on Software and Information Engineering","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120990546","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

Estimating Change Effort Using a Combination of Change Impact Analysis Technique with Function Point Analysis 结合使用变更影响分析技术和功能点分析技术估算变更工作量

Proceedings of the 8th International Conference on Software and Information Engineering Pub Date : 2019-04-09 DOI: 10.1145/3328833.3328836

J. Shah, Nazri Kama, N. A. A. Bakar

引用次数: 2