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2014 14th International Conference on Intelligent Systems Design and Applications最新文献

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A new false peak elimination method for poor DNA gel images analysis 一种新的DNA凝胶图像分析假峰消除方法
2014 14th International Conference on Intelligent Systems Design and Applications Pub Date : 2014-11-01 DOI: 10.1109/ISDA.2014.7066267
Ros Surya Taher, N. Jamil, Sharifalillah Nordin, Umikalsum Mohamed Bahari
{"title":"A new false peak elimination method for poor DNA gel images analysis","authors":"Ros Surya Taher, N. Jamil, Sharifalillah Nordin, Umikalsum Mohamed Bahari","doi":"10.1109/ISDA.2014.7066267","DOIUrl":"https://doi.org/10.1109/ISDA.2014.7066267","url":null,"abstract":"In this paper, we describe the convention of threshold value in the analysis of poor DNA gel electrophoresis to eliminate false peak contained in the intensity profile obtained from image data projection. Peak detection will be performed during the common task of DNA gel image analysis which is lane detection. In this study, the peaks of the profile represent the gaps between lanes. Due to the poor quality and inconsistent pattern of the images, the detection of true peaks become a challenge to automate the analysis of the DNA gel images. To resolve the problem, a set of threshold value was applied in the peak detection process to eliminate the false peaks. Fifty images with total of 2,164 lanes suffered from various noise and artefacts were used to evaluate the proposed false peak elimination scheme. Number of lanes in individual image varies, ranging from 36 to 50 lanes. The results showed that the sensitivity and precision was 99% and the latter was 93% with an accuracy of 96%.","PeriodicalId":328479,"journal":{"name":"2014 14th International Conference on Intelligent Systems Design and Applications","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129594343","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
HMM based approach for Online Arabic Handwriting recognition 基于HMM的在线阿拉伯语手写识别方法
2014 14th International Conference on Intelligent Systems Design and Applications Pub Date : 2014-11-01 DOI: 10.1109/ISDA.2014.7066288
Hozeifa Adam Abd Alshafy, Mohamed Elhafiz Mustafa
{"title":"HMM based approach for Online Arabic Handwriting recognition","authors":"Hozeifa Adam Abd Alshafy, Mohamed Elhafiz Mustafa","doi":"10.1109/ISDA.2014.7066288","DOIUrl":"https://doi.org/10.1109/ISDA.2014.7066288","url":null,"abstract":"This paper presents a novel system approach for online Arabic handwriting recognition. The approach segments the word using new character boundaries detection based algorithm. Moreover it employs HMM-based classification method for the recognition. A dataset: Sudan University of Science and Technology Online Arabic Handwriting (SUSTOLAH) is used in testing the proposed approach. Promising experimental results of testing the approach with the dataset are provided.","PeriodicalId":328479,"journal":{"name":"2014 14th International Conference on Intelligent Systems Design and Applications","volume":"148 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122922221","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
Predefined clause-based structure to subdue blank node issues 预定义的基于子句的结构，以解决空白节点问题
2014 14th International Conference on Intelligent Systems Design and Applications Pub Date : 2014-11-01 DOI: 10.1109/ISDA.2014.7066262
M. Ting, R. A. Kadir, A. Azman, T. Sembok, F. Ahmad
{"title":"Predefined clause-based structure to subdue blank node issues","authors":"M. Ting, R. A. Kadir, A. Azman, T. Sembok, F. Ahmad","doi":"10.1109/ISDA.2014.7066262","DOIUrl":"https://doi.org/10.1109/ISDA.2014.7066262","url":null,"abstract":"World Wide Web provides vast of resources to the public. Currently, many researches have been done on resources sharing among users through implementation of ontologies. Knowledge in an ontology are represented in the form of triple(s-p-o), where concepts are brought together by a relation. In a situation where there is a need to represent a resource which exist without IRI, blank node can be implemented in placed of the resource. Increase number of blank nodes implemented will increase the complexity of ontology structure. Since it is impossible to avoid blank nodes implementation in the ontology, increase used of it might lead to the intractable of data during the information retrieval. This paper presents a new clause-based structure that able to handle N-ary, container, collection and reified knowledge issues brought by the blank node application. The result shows that the structure able to store complicated knowledge without the need to implement blank node.","PeriodicalId":328479,"journal":{"name":"2014 14th International Conference on Intelligent Systems Design and Applications","volume":"123 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127049387","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
Segmentation-based Fractal Texture Analysis and Color Layout Descriptor for Content Based Image Retrieval 基于分割的分形纹理分析和基于内容的图像检索的颜色布局描述符
2014 14th International Conference on Intelligent Systems Design and Applications Pub Date : 2014-11-01 DOI: 10.1109/ISDA.2014.7066263
M. Imran, R. Hashim, N. Khalid
{"title":"Segmentation-based Fractal Texture Analysis and Color Layout Descriptor for Content Based Image Retrieval","authors":"M. Imran, R. Hashim, N. Khalid","doi":"10.1109/ISDA.2014.7066263","DOIUrl":"https://doi.org/10.1109/ISDA.2014.7066263","url":null,"abstract":"Due to the information technology which is rapidly developing, digital content is becoming increasingly difficult to handle. This include images that are kept on digital cameras, CCTV and medical scanners. Areas such as medical and forensic science are using these databases to do critical tasks which include diagnosing of diseases or identification of criminal suspects. However, to manage and search the similar images from these databases are not an easy task. Content Based Image Retrieval (CBIR) is one of the techniques used to manage and search similar images from a database. The performance of CBIR depends on the low level (Texture, Color and Shape) features. In this paper, a new feature vector to represent the image in terms of low level features and to improve the performance of CBIR is proposed. The proposed approach used texture and color feature namely SFTA-CLD. SFTA-CLD is based on Segmentation-based Fractal Texture Analysis (SFTA) and Color Layout Descriptor (CLD). SFTA-CLD is assessed using Coral image gallery and validated by comparing the performance in terms of average precision with previous CBIR techniques.","PeriodicalId":328479,"journal":{"name":"2014 14th International Conference on Intelligent Systems Design and Applications","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130735972","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: 13
Handling multiple intentions using action heuristics 使用动作启发式处理多个意图
2014 14th International Conference on Intelligent Systems Design and Applications Pub Date : 2014-11-01 DOI: 10.1109/ISDA.2014.7066270
Jirí Král, F. Zboril, F. Zboril
{"title":"Handling multiple intentions using action heuristics","authors":"Jirí Král, F. Zboril, F. Zboril","doi":"10.1109/ISDA.2014.7066270","DOIUrl":"https://doi.org/10.1109/ISDA.2014.7066270","url":null,"abstract":"The aim of this paper is to describe our new results that increase AgentSpeak(L)-based agent flexibility of decision making process. Namely we introduce several Algorithms and program constructions that allow us to implement non-trivial intention and substitution selection. Intention selection is based on a heuristics that estimates possible plan execution, based on current agent's state, and then we search for the best action consensus between particular intentions, which are then selected for execution. Substitution selection is based on searching biggest consensus of intention environments to achieve largest possible set of simultaneously covered actions. We also present a case study that shows benefits of our approach.","PeriodicalId":328479,"journal":{"name":"2014 14th International Conference on Intelligent Systems Design and Applications","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124902031","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 non-dominated sorting firefly algorithm for multi-objective optimization 多目标优化的非支配排序萤火虫算法
2014 14th International Conference on Intelligent Systems Design and Applications Pub Date : 2014-11-01 DOI: 10.1109/ISDA.2014.7066269
Chun-Wei Tsai, Yao-Ting Huang, Ming-Chao Chiang
{"title":"A non-dominated sorting firefly algorithm for multi-objective optimization","authors":"Chun-Wei Tsai, Yao-Ting Huang, Ming-Chao Chiang","doi":"10.1109/ISDA.2014.7066269","DOIUrl":"https://doi.org/10.1109/ISDA.2014.7066269","url":null,"abstract":"The so-called multi-objective optimization problem (MOP) has become a critical research area because many MOPs exist in our daily life and solutions to these problems may strongly impact the performance of systems we use. Unlike solving a single-objective problem, solving a MOP requires that many conflicting objectives be optimized altogether at the same time. Since most MOPs are NP-hard, how to find an approximate solution using a limited computation resource has become an active research topic in recent years. In this paper, we present a high-performance algorithm for solving the MOP that leverages the strengths of firefly algorithm and non-dominated sorting genetic algorithm II (NSGA-II). To evaluate the performance of the proposed algorithm, we apply it to several MOPs. Simulation results show that the proposed algorithm can essentially provide a better result than all the state-of-the-art multi-objective optimization algorithms compared in this paper in most cases.","PeriodicalId":328479,"journal":{"name":"2014 14th International Conference on Intelligent Systems Design and Applications","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123618270","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: 13
Static output feedback control design with guaranteed cost of Takagi-Sugeno fuzzy systems Takagi-Sugeno模糊系统的保成本静态输出反馈控制设计
2014 14th International Conference on Intelligent Systems Design and Applications Pub Date : 2014-11-01 DOI: 10.1109/ISDA.2014.7066273
J. Yoneyama, K. Hoshino
{"title":"Static output feedback control design with guaranteed cost of Takagi-Sugeno fuzzy systems","authors":"J. Yoneyama, K. Hoshino","doi":"10.1109/ISDA.2014.7066273","DOIUrl":"https://doi.org/10.1109/ISDA.2014.7066273","url":null,"abstract":"The paper is concerned with control design via static output feedback controller for fuzzy systems. Many results on the state feedback control design have been given in the literature. In the actual situation, however, the state of the system is rarely measured and the output feedback control design is desired. In this paper, guaranteed cost control via output feedback control for fuzzy systems is considered and a control design of stabilizing controllers with guaranteed cost is proposed. The stability analysis of the closed-loop system and controller design are given in terms of LMI conditions, which are less conservative than the existing results.","PeriodicalId":328479,"journal":{"name":"2014 14th International Conference on Intelligent Systems Design and Applications","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134287750","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
JESTER methodology: A wood of fire case study JESTER方法论:火之木案例研究
2014 14th International Conference on Intelligent Systems Design and Applications Pub Date : 2014-11-01 DOI: 10.1109/ISDA.2014.7066283
J. Zak, F. Zboril
{"title":"JESTER methodology: A wood of fire case study","authors":"J. Zak, F. Zboril","doi":"10.1109/ISDA.2014.7066283","DOIUrl":"https://doi.org/10.1109/ISDA.2014.7066283","url":null,"abstract":"In the wireless sensor networks research area are resources the most common problem. Wireless sensor network is created by rather small nodes, which have limited computing power. They also have small batteries that ensure only limited time to run. There is need to create applications for wireless sensor networks that will be aware of these limitations. For modelling application for such a sensor network there is useful to have a common framework that will ensure usage of the best practises for creating an application for the network. We have created methodology to provide the framework for creating an energy efficient application. This methodology is called JESTER and this paper describes step by step case study that will show how the methodology works and how should be treated. At the end of this paper we provide output from the methodology, the model of created application.","PeriodicalId":328479,"journal":{"name":"2014 14th International Conference on Intelligent Systems Design and Applications","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125668294","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
Tokenizer for the Malay language using pattern matching 使用模式匹配的马来语标记器
2014 14th International Conference on Intelligent Systems Design and Applications Pub Date : 2014-11-01 DOI: 10.1109/ISDA.2014.7066258
J. A. Bakar, K. Omar, M. F. Nasrudin, Mohd Zamri Murah
{"title":"Tokenizer for the Malay language using pattern matching","authors":"J. A. Bakar, K. Omar, M. F. Nasrudin, Mohd Zamri Murah","doi":"10.1109/ISDA.2014.7066258","DOIUrl":"https://doi.org/10.1109/ISDA.2014.7066258","url":null,"abstract":"Tokenization is a fundamental task focused on text processing. Among other tasks, the segmentation process is used to identify information units, such as sentences and words. In this paper, we discuss the Natural Language ToolKit (NLTK) tokenizer as a step to manipulate patterns within text. The purpose of this work is to build up Natural Language Processing (NLP) base for Jawi corpus. A series of experiments was performed, to validate the corpus and fulfill the requirement of the Jawi script tokenizer, with the promising results. Based on these promising results, the token will be used for tagging process.","PeriodicalId":328479,"journal":{"name":"2014 14th International Conference on Intelligent Systems Design and Applications","volume":"60 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126289156","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
GELS-GA: Hybrid metaheuristic algorithm for solving Multiple Travelling Salesman Problem 求解多旅行商问题的混合元启发式算法
2014 14th International Conference on Intelligent Systems Design and Applications Pub Date : 2014-11-01 DOI: 10.1109/ISDA.2014.7066271
A. R. Hosseinabadi, Maryam Kardgar, M. Shojafar, Shahaboddin Shamshirband, A. Abraham
{"title":"GELS-GA: Hybrid metaheuristic algorithm for solving Multiple Travelling Salesman Problem","authors":"A. R. Hosseinabadi, Maryam Kardgar, M. Shojafar, Shahaboddin Shamshirband, A. Abraham","doi":"10.1109/ISDA.2014.7066271","DOIUrl":"https://doi.org/10.1109/ISDA.2014.7066271","url":null,"abstract":"The Multiple Traveling Salesmen Problem (mTSP) is of the famous and classical problems of research in operations and is accounted as one of the most famous and widely used problems of combinational optimization. Most of the complex problems can be modeled as the mTSP and then be solved. The mTSP is a NP-Complete one; therefore, it is not possible to use the exact algorithms for solving it instead the heuristics methods are often applied for solving such problems. In this paper, a new hybrid algorithm, called GELS-GA, has been presented for solving the mTSP. The utility of GELS-GA is compared with some related works such as GA and ACO and achieves optimality even in highly complex scenarios. Although, the proposed algorithm is simple, it includes an appropriate time of completion and the least traversed distance among existing algorithms.","PeriodicalId":328479,"journal":{"name":"2014 14th International Conference on Intelligent Systems Design and Applications","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121448651","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: 34
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