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2013 13th International Conference on Intellient Systems Design and Applications最新文献

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An ontology engineering approach with a focus on human centered design 关注以人为本的设计的本体工程方法
2013 13th International Conference on Intellient Systems Design and Applications Pub Date : 2013-12-01 DOI: 10.1109/ISDA.2013.6920713
R. Iqbal, Masrah Azrifah Azmi Murad, A. Mustapha, N. Sharef
{"title":"An ontology engineering approach with a focus on human centered design","authors":"R. Iqbal, Masrah Azrifah Azmi Murad, A. Mustapha, N. Sharef","doi":"10.1109/ISDA.2013.6920713","DOIUrl":"https://doi.org/10.1109/ISDA.2013.6920713","url":null,"abstract":"Since the emergence of ontologies in the field of computer science a number of approaches for developing ontologies have been proposed. Different approaches focus on distinct aspects of the ontology development process and make use of various techniques for developing ontologies. It is an accepted fact that the ontology development process relies on human feedback and decisions during various phases of ontology development. However, most of the existing approaches neglect this aspect of ontology development. In order to bridge this gap, this paper proposes an ontology development approach using the concept mapping technique, which is human centered in nature. This approach eases the overall ontology development process. It allows developing ontologies which involve human feedback during the evolution of the ontology design.","PeriodicalId":135313,"journal":{"name":"2013 13th International Conference on Intellient Systems Design and Applications","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115355643","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
On the efficient traversal of the itemset lattice: A literature review 项集格的有效遍历:文献综述
2013 13th International Conference on Intellient Systems Design and Applications Pub Date : 2013-12-01 DOI: 10.1109/ISDA.2013.6920703
L. Troiano, Giacomo Scibelli
{"title":"On the efficient traversal of the itemset lattice: A literature review","authors":"L. Troiano, Giacomo Scibelli","doi":"10.1109/ISDA.2013.6920703","DOIUrl":"https://doi.org/10.1109/ISDA.2013.6920703","url":null,"abstract":"The mining of itemsets passes thorugh an efficient traversal of lattice traversal. In this paper we point out some findings regarding the exploration of lattice itemsets which should drive the design of efficient data mining algorithms. This paper attempts to outline some findings for an efficient traversal of the itemset inclusion lattice, by looking at different problems investigated in literature, and to draw directions for the implementation of efficient search algorithms.","PeriodicalId":135313,"journal":{"name":"2013 13th International Conference on Intellient Systems Design and Applications","volume":"102 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122450954","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
The potential effectiveness of the detection of pulsed signals in the non-uniform sampling 非均匀采样中脉冲信号检测的潜在有效性
2013 13th International Conference on Intellient Systems Design and Applications Pub Date : 2013-12-01 DOI: 10.1109/ISDA.2013.6920431
A. Smirnov, S. Vorobiev, A. Abraham
{"title":"The potential effectiveness of the detection of pulsed signals in the non-uniform sampling","authors":"A. Smirnov, S. Vorobiev, A. Abraham","doi":"10.1109/ISDA.2013.6920431","DOIUrl":"https://doi.org/10.1109/ISDA.2013.6920431","url":null,"abstract":"We consider a non-uniform time quantization of the optimal form of the signal by shifting one of the samples in the neighborhood of the point at which the minimum eigenvalue of the covariance matrix of the noise is equal to zero. Shown, that in testing simple hypotheses, arbitrarily large value of the signal-to-noise- ratio is achieved by this shift on the output of the discrete matched filter at finite energy of the signal and noise power. We discuss some aspects of the ill conditioning of the problem and the a priori of uncertainty.","PeriodicalId":135313,"journal":{"name":"2013 13th International Conference on Intellient Systems Design and Applications","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132841484","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
User behavioural patterns and reduced user profiles extracted from log files 从日志文件中提取的用户行为模式和简化的用户配置文件
2013 13th International Conference on Intellient Systems Design and Applications Pub Date : 2013-12-01 DOI: 10.1109/ISDA.2013.6920751
K. Slaninová
{"title":"User behavioural patterns and reduced user profiles extracted from log files","authors":"K. Slaninová","doi":"10.1109/ISDA.2013.6920751","DOIUrl":"https://doi.org/10.1109/ISDA.2013.6920751","url":null,"abstract":"This paper is focused on log files where one log file attribute is an originator of the recorded activity (originator is a person in our case). Hence, based on the similar attributes of people, we are able to construct models which explain certain aspects of a persons behaviour. Moreover, we can extract user profiles based on behaviour and find latent ties between users and between different user groups with similar behaviours. We accomplish this by our new approach using the methods from log mining, business process analysis, complex networks and graph theory. The paper describes the whole process of the approach from the log file to the user graph. The main focus is on the step called `The finding of user behavioural patterns'.","PeriodicalId":135313,"journal":{"name":"2013 13th International Conference on Intellient Systems Design and Applications","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133554129","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
3D imaging of human brain in the diagnostics of insomnia and depression: A comparative analysis, a novel insomnia/depression diagnostics approach, and lessons learned 人脑三维成像在失眠和抑郁症诊断中的应用:比较分析、一种新的失眠/抑郁症诊断方法和经验教训
2013 13th International Conference on Intellient Systems Design and Applications Pub Date : 2013-12-01 DOI: 10.1109/ISDA.2013.6920740
Tiia Ikonen, Keijo Haataja, Pekka J. Toivanen
{"title":"3D imaging of human brain in the diagnostics of insomnia and depression: A comparative analysis, a novel insomnia/depression diagnostics approach, and lessons learned","authors":"Tiia Ikonen, Keijo Haataja, Pekka J. Toivanen","doi":"10.1109/ISDA.2013.6920740","DOIUrl":"https://doi.org/10.1109/ISDA.2013.6920740","url":null,"abstract":"In this paper, we provide a literature review based comparative analysis of the current state-of-the-art methods on 3D imaging of human brain in the diagnostics of insomnia and depression. In addition, a novel insomnia/depression diagnostics approach is proposed, which is based on 2D distance transforms, and it is compared with the existing state-of-the-art insomnia/depression diagnostics approaches. Our new feature extraction method has proved its good performance and nice characteristics in other application areas and thus we will utilize its improved version in our proposal. We also present a 3D version of the utilized distance transforms and discuss their nice characteristics and great potential. Moreover, we will present some new ideas that will be used in our future research work.","PeriodicalId":135313,"journal":{"name":"2013 13th International Conference on Intellient Systems Design and Applications","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133633244","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
A tool for comparing multirelational networks from biology 一个比较生物学中多关系网络的工具
2013 13th International Conference on Intellient Systems Design and Applications Pub Date : 2013-12-01 DOI: 10.1109/ISDA.2013.6920742
R. Stoica, Liviu Stirb
{"title":"A tool for comparing multirelational networks from biology","authors":"R. Stoica, Liviu Stirb","doi":"10.1109/ISDA.2013.6920742","DOIUrl":"https://doi.org/10.1109/ISDA.2013.6920742","url":null,"abstract":"This work presents a particular type of interaction networks encounter in biological and medical domains. The networks allow more than one interaction (or one relationship) between two entities. These are multi-relational networks. The existing tools dealing with social networks nowadays usually transform a multi-relational network into a single relational one and use the existing algorithms to process it. This might sometimes conduct to loss of generality. In this work we present an implementation of multirelational networks and basic operations required to compare two or more such networks. We consider practical examples from medicine and we compare three gene-gene interaction networks of representative genes for three types of related women cancers: breast, ovarian, and endometrial.","PeriodicalId":135313,"journal":{"name":"2013 13th International Conference on Intellient Systems Design and Applications","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123670895","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
Detecting deceptive reviews using lexical and syntactic features 利用词汇和句法特征检测欺骗性评论
2013 13th International Conference on Intellient Systems Design and Applications Pub Date : 2013-12-01 DOI: 10.1109/ISDA.2013.6920707
S. Shojaee, Masrah Azrifah Azmi Murad, A. Azman, N. Sharef, Samaneh Nadali
{"title":"Detecting deceptive reviews using lexical and syntactic features","authors":"S. Shojaee, Masrah Azrifah Azmi Murad, A. Azman, N. Sharef, Samaneh Nadali","doi":"10.1109/ISDA.2013.6920707","DOIUrl":"https://doi.org/10.1109/ISDA.2013.6920707","url":null,"abstract":"Deceptive opinion classification has attracted a lot of research interest due to the rapid growth of social media users. Despite the availability of a vast number of opinion features and classification techniques, review classification still remains a challenging task. In this work we applied stylometric features, i.e. lexical and syntactic, using supervised machine learning classifiers, i.e. Support Vector Machine (SVM) with Sequential Minimal Optimization (SMO) and Naive Bayes, to detect deceptive opinion. Detecting deceptive opinion by a human reader is a difficult task because spammers try to write wise reviews, therefore it causes changes in writing style and verbal usage. Hence, considering the stylometric features help to distinguish the spammer writing style to find deceptive reviews. Experiments on an existing hotel review corpus suggest that using stylometric features is a promising approach for detecting deceptive opinions.","PeriodicalId":135313,"journal":{"name":"2013 13th International Conference on Intellient Systems Design and Applications","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127117816","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: 119
An artificial immune system algorithm for optimizing the distributed production scheduling in the semiconductor assembly industry 半导体组装行业分布式生产调度优化的人工免疫系统算法
2013 13th International Conference on Intellient Systems Design and Applications Pub Date : 2013-12-01 DOI: 10.1109/ISDA.2013.6920745
N. Anuar, U. K. Yusof, M. Khalid
{"title":"An artificial immune system algorithm for optimizing the distributed production scheduling in the semiconductor assembly industry","authors":"N. Anuar, U. K. Yusof, M. Khalid","doi":"10.1109/ISDA.2013.6920745","DOIUrl":"https://doi.org/10.1109/ISDA.2013.6920745","url":null,"abstract":"The semiconductor industry faces one of the most challenging and rapidly evolving problem in each passing time. The importance of satisfying customer demands and achieving higher profits have increased the attention towards production scheduling in semiconductor assembly areas. Combination of productivity and flexibility provided by semiconductor assembly areas have attracted many research efforts for several years. Additionally, recent globalization events have encouraged decentralized efforts in the semiconductor assembly industry by implementing distributed systems. With respect to the previously mentioned problems, several approaches have been introduced namely Petri nets, Ant Colony, Genetic Algorithm, Intelligent Agents, and hybrids of the latter. A new model, using artificial immune system (AIS) algorithm, slightly modified to conform to the manufacturing constraints, has been proposed and tested with an industrial dataset to establish its effectiveness. AIS algorithm is chosen due to its inherent self-learning capability and memory incubation features. The results from the experiments conducted show that the proposed algorithm is effective for the aforementioned problems where the production schedule efficiency increased from 30% to 60%.","PeriodicalId":135313,"journal":{"name":"2013 13th International Conference on Intellient Systems Design and Applications","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122284872","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
Sclera recognition using dense-SIFT 基于密集sift的巩膜识别
2013 13th International Conference on Intellient Systems Design and Applications Pub Date : 2013-12-01 DOI: 10.1109/ISDA.2013.6920711
Abhijit Das, U. Pal, M. A. Ferrer-Ballester, M. Blumenstein
{"title":"Sclera recognition using dense-SIFT","authors":"Abhijit Das, U. Pal, M. A. Ferrer-Ballester, M. Blumenstein","doi":"10.1109/ISDA.2013.6920711","DOIUrl":"https://doi.org/10.1109/ISDA.2013.6920711","url":null,"abstract":"In this paper we propose a biometric sclera recognition and validation system. Here the sclera segmentation is performed bya time-adaptive active contour-based region growing technique. The sclera vessels are not prominent so image enhancement is required and hence a bank of 2D decomposition. A Haar wavelet multi-resolution filter is used to enhance the vessels pattern for better accuracy. For feature extraction, Dense Scale Invariant Feature Transform (D-SIFT) is used. D-SIFT patch descriptors of each training image are used to form bag of features by using k-means clustering and a spatial pyramid model, which is used to produce the training model. Support Vector Machines (SVMs) are used for classification. The UBIRIS version 1 dataset is used here for experimentation. Anencouraging Equal Error Rate (EER) of 0.66% is attained in the experiments presented.","PeriodicalId":135313,"journal":{"name":"2013 13th International Conference on Intellient Systems Design and Applications","volume":"83 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124932811","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: 38
Concept-based video retrieval model based on the combination of semantic similarity measures 基于语义相似度测度组合的概念视频检索模型
2013 13th International Conference on Intellient Systems Design and Applications Pub Date : 2013-12-01 DOI: 10.1109/ISDA.2013.6920709
Sara Memar, L. S. Affendey, N. Mustapha, Mohammadreza Ektefa
{"title":"Concept-based video retrieval model based on the combination of semantic similarity measures","authors":"Sara Memar, L. S. Affendey, N. Mustapha, Mohammadreza Ektefa","doi":"10.1109/ISDA.2013.6920709","DOIUrl":"https://doi.org/10.1109/ISDA.2013.6920709","url":null,"abstract":"Multimedia Information Retrieval is one of the most challenging and novel issues. Search for knowledge in the form of video is the main focus of this study. In recent years, there has been a tremendous need to query and process large amount of data that cannot be easily described such as video data. There is a mismatch between the low-level interpretation of video frames and the way users express their information needs. This issue leads to the problem named semantic gap. To bridge semantic gap, concept-based video retrieval has been considered as a feasible alternative technique for video search. In order to retrieve a desirable video shot, a query should be defined based on users' needs. In spite of the fact that query can be on object, motion, texture, color and so on, queries which are expressed in terms of semantic concepts are more intuitive and realistic for end users. Therefore, a concept-based video retrieval model based on the combination of the knowledge-based and corpus-based semantic word similarity measures is proposed with respect to bridging semantic gap and supporting semantic queries. For evaluation purpose, TRECVID 2005 dataset is utilized as well.","PeriodicalId":135313,"journal":{"name":"2013 13th International Conference on Intellient Systems Design and Applications","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122546937","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
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