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2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS)最新文献

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Feature Selection Techniques for Cancer Classification applied to Microarray Data: A survey 应用于微阵列数据的癌症分类特征选择技术综述
2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS) Pub Date : 2019-12-01 DOI: 10.1109/ISACS48493.2019.9068865
Mohammed Qaraad, Souad Amjad, Hanaa Fathi, Ibrahim I. M. Manhrawy
{"title":"Feature Selection Techniques for Cancer Classification applied to Microarray Data: A survey","authors":"Mohammed Qaraad, Souad Amjad, Hanaa Fathi, Ibrahim I. M. Manhrawy","doi":"10.1109/ISACS48493.2019.9068865","DOIUrl":"https://doi.org/10.1109/ISACS48493.2019.9068865","url":null,"abstract":"In multidimensional microarrays, data that collect gene expression profiles that fulfill the state of the cell at the molecular level. Feature selection and extraction have become an obvious need for the analysis of this microarray. There are many different methods for selecting and extracting attributes, and they are widely used. One of the serious tasks is to learn how to extract useful information from huge microarrays datasets with complex relationships between different genes. These methods are aimed at removing excess and irrelevant traits and extruding marker genes that effectively maintain classification accuracy. This report gives an overview of the various ways of performing dimensional reduction methods that were used in these microarrays to select important features and presents a comparison between them. The advantages and disadvantages of several methods are described in order to show an obvious idea of when to use each of them to save computational time and resources.","PeriodicalId":312521,"journal":{"name":"2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS)","volume":"12 5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133994108","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
Web-Based Engineering Education:Bibliometric Overview 基于网络的工程教育:文献计量学综述
2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS) Pub Date : 2019-12-01 DOI: 10.1109/ISACS48493.2019.9068877
Benabdelouahab Soukaina, Jaber El Bouhdidi, Yacine El Younoussi, J. M. Carrillo
{"title":"Web-Based Engineering Education:Bibliometric Overview","authors":"Benabdelouahab Soukaina, Jaber El Bouhdidi, Yacine El Younoussi, J. M. Carrillo","doi":"10.1109/ISACS48493.2019.9068877","DOIUrl":"https://doi.org/10.1109/ISACS48493.2019.9068877","url":null,"abstract":"Web-based engineering education is an important area of research whose goal is to develop web-based academic learning tools. This article describes the literature search related to this topic in the Scopus database. No restrictions were imposed on the duration of the search. The data collected revealed that the largest number of publications was published in 2008 and 98.74% of the documents found in Scopus were in the English language. United States has a higher percentage of publications. Extend the search by using a search string with a larger number of publications and analyze the recovered data in order to discover more results is important to improve research in this area, and generally give other researchers an instant snapshot of a research field to design future work.","PeriodicalId":312521,"journal":{"name":"2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS)","volume":"789 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133040498","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
Adapted model for creating the learning games of the java language 适合于创建java语言学习游戏的模型
2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS) Pub Date : 2019-12-01 DOI: 10.1109/ISACS48493.2019.9068893
Ali Abarkan, A. Saaidi, M. Benyakhlef
{"title":"Adapted model for creating the learning games of the java language","authors":"Ali Abarkan, A. Saaidi, M. Benyakhlef","doi":"10.1109/ISACS48493.2019.9068893","DOIUrl":"https://doi.org/10.1109/ISACS48493.2019.9068893","url":null,"abstract":"In this article, we are interested in the adaptation of a model for the learning of the Java language. After studying some of the best-known models in the field of Learning Games creation, and the basic sub-models for modeling the java language course, we have adapted the “Case Study” model that respects a choice adequate with our goal. Similarly, in this work we will present some of the objectives and advantages of the chosen model, in order to apply it in a java language learning situation.","PeriodicalId":312521,"journal":{"name":"2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS)","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130450558","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: 2
A Multi-Agent System of Semantic Analysis and Filtering of Modeled Traces to Calculate Interaction Indicators Favoring Collaboration in LMS 语义分析和建模轨迹过滤的多智能体系统，以计算有利于LMS协作的交互指标
2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS) Pub Date : 2019-12-01 DOI: 10.1109/ISACS48493.2019.9068907
Abderrahim El Mhouti, M. Erradi, Noureddine El Makhfi
{"title":"A Multi-Agent System of Semantic Analysis and Filtering of Modeled Traces to Calculate Interaction Indicators Favoring Collaboration in LMS","authors":"Abderrahim El Mhouti, M. Erradi, Noureddine El Makhfi","doi":"10.1109/ISACS48493.2019.9068907","DOIUrl":"https://doi.org/10.1109/ISACS48493.2019.9068907","url":null,"abstract":"This research work presents a traces engineering method for 1/interactive traces visualization and 2/computation of indicators helping to enhance collaboration in Learning Management Systems (LMS). The aims is to extend the LMS features by incorporating the intelligence of the multi-agents approach, semantic Web technologies and cloud computing services in order to intelligently support collaborative learning. The proposed system is implemented as a LMS based on a cloud architecture and integrating a multi-agents based-system for traces collection and content analysis and filtering. Data collected are modeled, stored, transformed, analyzed and filtered in order to visualize traces and calculate interaction indicators helping tutors to make optimal decisions supporting collaboration. The proposed approach is implemented through a representative prototype. The paper presents the graphical interface of the tool with some examples of computation of indicators of a social nature.","PeriodicalId":312521,"journal":{"name":"2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131954603","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
Removing Mismatches Using Corresponding Circles 使用相应的圆圈去除不匹配
2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS) Pub Date : 2019-12-01 DOI: 10.1109/ISACS48493.2019.9068918
Abderazzak Taime, Aziz Khamjane, K. Satori
{"title":"Removing Mismatches Using Corresponding Circles","authors":"Abderazzak Taime, Aziz Khamjane, K. Satori","doi":"10.1109/ISACS48493.2019.9068918","DOIUrl":"https://doi.org/10.1109/ISACS48493.2019.9068918","url":null,"abstract":"We propose an algorithm for elimination of false correspondences from given putative point correspondences in couples of stereoscopic images based on corresponding circles (ICC) technique. In this paper, we propose a new method that reduces the cost of computing false correspondences. The aim of this method is mainly to take better advantage of the corresponding circles. The quantitative results demonstrate the efficiency and performance of our algorithm.","PeriodicalId":312521,"journal":{"name":"2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121666726","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
A Logistic Regression Approach for Generating Movies Reputation Based on Mining User Reviews 基于用户评论挖掘的电影声誉生成逻辑回归方法
2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS) Pub Date : 2019-12-01 DOI: 10.1109/ISACS48493.2019.9068916
Abdessamad Benlahbib, Achraf Boumhidi, E. Nfaoui
{"title":"A Logistic Regression Approach for Generating Movies Reputation Based on Mining User Reviews","authors":"Abdessamad Benlahbib, Achraf Boumhidi, E. Nfaoui","doi":"10.1109/ISACS48493.2019.9068916","DOIUrl":"https://doi.org/10.1109/ISACS48493.2019.9068916","url":null,"abstract":"The paper aims to present an approach for generating a single reputation value towards a target movie based on mining movie reviews and their attached ratings with the use of Logistic Regression classifier and Latent Semantic Indexing (LSI) method. The contribution of the paper is fourfold. First, we apply Logistic Regression classifier to determine the sentiment orientation of movie reviews (positive or negative). Second, we use LSI method and cosine similarity to compute the semantic similarity between reviews. Third, we compute a custom reputation value separately for positive opinions group and negative opinions group. Finally, we use the weighted arithmetic mean to generate a single reputation value towards the target movie.","PeriodicalId":312521,"journal":{"name":"2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129499672","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: 9
Classification and segmentation approach for detecting moving object in road applications 道路运动物体检测的分类分割方法
2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS) Pub Date : 2019-12-01 DOI: 10.1109/ISACS48493.2019.9068902
Imane El Manaa, M. A. Sabri, A. Aarab
{"title":"Classification and segmentation approach for detecting moving object in road applications","authors":"Imane El Manaa, M. A. Sabri, A. Aarab","doi":"10.1109/ISACS48493.2019.9068902","DOIUrl":"https://doi.org/10.1109/ISACS48493.2019.9068902","url":null,"abstract":"In this paper, we bring up the problem of moving object detection which is very essential for many applications in computer vision. In fact, so many algorithms are proposed in the research field these last years. The basic idea of our paper is to propose an efficient segmentation and classification approach based on a discriminating classifier capable of distinguishing between moving objects and static objects in real time. Thus, static objects are considered to belong to the background and moving objects will be surrounded by a bounding box facilitating their tracking. In fact our proposed algorithm proves itself by the experimental results which show its strength by having the highest rate of recognition and localization precision comparing to other classical methods.","PeriodicalId":312521,"journal":{"name":"2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127398964","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
Optimal BISMC Controller with Evolutionary Algorithm for MPPT based Photovoltaic System 基于 MPPT 的光伏系统的最优 BISMC 控制器与进化算法
2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS) Pub Date : 2019-12-01 DOI: 10.1109/ISACS48493.2019.9068913
F. Lamzouri, El-mahjoub Boufounas, M. Hanine, A. El Amrani
{"title":"Optimal BISMC Controller with Evolutionary Algorithm for MPPT based Photovoltaic System","authors":"F. Lamzouri, El-mahjoub Boufounas, M. Hanine, A. El Amrani","doi":"10.1109/ISACS48493.2019.9068913","DOIUrl":"https://doi.org/10.1109/ISACS48493.2019.9068913","url":null,"abstract":"The present paper considers an optimal robust backstepping integral sliding mode controller using particle swarm optimization (PSO-BISMC) based maximum power point tracking (MPPT) of a photovoltaic (PV) system in variable atmospheric conditions. The PSO-BISMC controller, proposed as an original approach, combines the features of both standard sliding mode control (SMC) and backstepping approaches. Moreover, the integral action is introduced in the tracking error term to improve the BSMC controller performance. On the other hand, the PSO method is applied to optimize the BISMC controller parameters. The controlled PV system stability is demonstrated using the lyapunov function. Furthermore, simulation studies of the proposed PSO-BISMC are investigated and compared with the BISMC controller as well as to the BSMC controller. Simulation results prove that the proposed approach show more robustness against atmospheric conditions variation with fast transition response and best tracking performance compared to other controllers (i.e. BISMC and BSMC).","PeriodicalId":312521,"journal":{"name":"2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132646240","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
An Improved ID3 Classification Algorithm Based On Correlation Function and Weighted Attribute* 一种基于关联函数和加权属性的改进ID3分类算法
2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS) Pub Date : 2019-12-01 DOI: 10.1109/ISACS48493.2019.9068891
Fatima Es-Sabery, Abdellatif Hair
{"title":"An Improved ID3 Classification Algorithm Based On Correlation Function and Weighted Attribute*","authors":"Fatima Es-Sabery, Abdellatif Hair","doi":"10.1109/ISACS48493.2019.9068891","DOIUrl":"https://doi.org/10.1109/ISACS48493.2019.9068891","url":null,"abstract":"ID3 decision tree algorithm is a supervised learning model based on calculating the information gain to select the best splitting attribute, which is the main factor to construct a decision tree. The process of calculating gain takes into consideration only a current condition attribute and decision attribute, and the other condition attributes cannot be used to measure the attribute importance. Because of the above problem, an improved ID3 takes into consideration the connection between the current condition attribute and the other conditions attributes. An experiment is presented to compare our improved algorithm with the traditional ID3 algorithm. Experiment results show that our improved algorithm provides a decision tree with less number of leaves and higher predictive accuracy.","PeriodicalId":312521,"journal":{"name":"2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133153726","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: 9
ISACS 2019 Committees
2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS) Pub Date : 2019-12-01 DOI: 10.1109/isacs48493.2019.9068915
{"title":"ISACS 2019 Committees","authors":"","doi":"10.1109/isacs48493.2019.9068915","DOIUrl":"https://doi.org/10.1109/isacs48493.2019.9068915","url":null,"abstract":"","PeriodicalId":312521,"journal":{"name":"2019 International Conference on Intelligent Systems and Advanced Computing Sciences (ISACS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128820129","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
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