2015 12th International Symposium on Programming and Systems (ISPS)最新文献

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Digit recognition using multiple classifiers 使用多分类器的数字识别
2015 12th International Symposium on Programming and Systems (ISPS) Pub Date : 2015-04-28 DOI: 10.1109/ISPS.2015.7244996
Derdour Khedidja, Mouss Hayet
{"title":"Digit recognition using multiple classifiers","authors":"Derdour Khedidja, Mouss Hayet","doi":"10.1109/ISPS.2015.7244996","DOIUrl":"https://doi.org/10.1109/ISPS.2015.7244996","url":null,"abstract":"The aim of this paper is to describe the combining of several classifiers to the recognition of printed digits using a novel approach to describe the digits by hybrid feature extraction. The study has been conducted using three different features computed from cavities, zonal extraction and retinal representation along with nine different classifiers, K-Nearest Neighbor - KNN - with different distance measure, Support Vector Machine - SVM -, decision tree, linear discriminant analysis - LDA -. Classifier combination is considered by Majority Voting method. Experimental tests carried on the multi-font and multi-size printed digits dataset.","PeriodicalId":165465,"journal":{"name":"2015 12th International Symposium on Programming and Systems (ISPS)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123004635","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
Combining skyline and multi-criteria decision methods to enhance Web services selection 结合天际线和多标准决策方法,增强Web服务选择
2015 12th International Symposium on Programming and Systems (ISPS) Pub Date : 2015-04-28 DOI: 10.1109/ISPS.2015.7244975
Abdelaziz Ouadah, Karim Benouaret, A. Hadjali, Fahima Nader
{"title":"Combining skyline and multi-criteria decision methods to enhance Web services selection","authors":"Abdelaziz Ouadah, Karim Benouaret, A. Hadjali, Fahima Nader","doi":"10.1109/ISPS.2015.7244975","DOIUrl":"https://doi.org/10.1109/ISPS.2015.7244975","url":null,"abstract":"This paper describes a new approach based on combining three Multi-Criteria Decision Making methods: Skyline, AHP and Promethee, for ranking Web services. The Skyline is used to reduce the search space and focusing only on interesting web services that are not dominated by any other service. AHP is used to weight QoS criteria in a simple and an intuitive manner; it allows for checking whether the weights assigned are consistent. Promethee method is leveraged to rank skyline services, by taking advantage of the outranking relationships between skyline candidate services and generating positive, negative and Net flows. An algorithm is proposed to rank skyline services based on Net flow. A case study based on an example of QoS dataset is presented to illustrate the different steps of our approach. The experimental evaluation conducted on real Dataset demonstrates that our approach can better capture the user preferences and retrieve the best ranked Skyline services.","PeriodicalId":165465,"journal":{"name":"2015 12th International Symposium on Programming and Systems (ISPS)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123617173","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: 19
Hybrid metaheuristic for the combined economic-emission dispatch problem 经济-排放联合调度问题的混合元启发式算法
2015 12th International Symposium on Programming and Systems (ISPS) Pub Date : 2015-04-28 DOI: 10.1109/ISPS.2015.7244987
Y. A. Gherbi, Hamid Bouzeboudja, F. Lakdja
{"title":"Hybrid metaheuristic for the combined economic-emission dispatch problem","authors":"Y. A. Gherbi, Hamid Bouzeboudja, F. Lakdja","doi":"10.1109/ISPS.2015.7244987","DOIUrl":"https://doi.org/10.1109/ISPS.2015.7244987","url":null,"abstract":"The combined economic-emission dispatch procedure in electric power systems treat economic and emission impact as competing objectives, which requires some form of conflict resolution to achieve a solution, that's why we need efficient optimization algorithms. Firefly algorithm and bat algorithm are the most recent methods and they already proved there efficient in several fields of research. In this paper, we will evaluate the performance of these methods by applying them to a standard electric network of 5 buses with 3 buses generator, and then we will propose a third approach that results from the hybridization of these two metaheuristics.","PeriodicalId":165465,"journal":{"name":"2015 12th International Symposium on Programming and Systems (ISPS)","volume":"129 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124235074","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
Performance evaluation of serializable snapshot isolation in PostgreSQL PostgreSQL中可序列化快照隔离的性能评估
2015 12th International Symposium on Programming and Systems (ISPS) Pub Date : 2015-04-28 DOI: 10.1109/ISPS.2015.7244971
F. Zendaoui, Walid-Khaled Hidouci
{"title":"Performance evaluation of serializable snapshot isolation in PostgreSQL","authors":"F. Zendaoui, Walid-Khaled Hidouci","doi":"10.1109/ISPS.2015.7244971","DOIUrl":"https://doi.org/10.1109/ISPS.2015.7244971","url":null,"abstract":"Snapshot Isolation (SI) is a multiversion concurrency control protocol, allowing the concurrent transactions to consult older versions of the database while generating new versions using write operation. Its main advantage is to avoid the read-write conflicts, i.e. a read operation will never be blocked by a write operation and vice versa. Among existing concurrency control protocols, SI offers the highest degree of concurrency. But SI is known to be non-serializable, that is, in some situations data consistency can be violated through concurrency, even between correct applications. Recently, some extensions of SI protocol have been proposed to make it serializable. However, each of these extensions of SI admits an additional overhead to strengthen serializability. In this work, we explore the impact of the approach based on changing the SI concurrency control mechanism to ensure serializability of executions on performance. To do this, we conduct an experimental study to examine the only serializable variant of SI that is actually in use. This is the implementation of the extension Serializable Snapshot Isolation (SSI) provided in the database management system (DBMS) PostgreSQL.","PeriodicalId":165465,"journal":{"name":"2015 12th International Symposium on Programming and Systems (ISPS)","volume":"25 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125891681","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
Heuristics to maximize system availability on parallel machine scheduling problem 并行机调度问题中系统可用性最大化的启发式算法
2015 12th International Symposium on Programming and Systems (ISPS) Pub Date : 2015-04-28 DOI: 10.1109/ISPS.2015.7244995
Asmaa Khoudi, A. Berrichi, F. Yalaoui
{"title":"Heuristics to maximize system availability on parallel machine scheduling problem","authors":"Asmaa Khoudi, A. Berrichi, F. Yalaoui","doi":"10.1109/ISPS.2015.7244995","DOIUrl":"https://doi.org/10.1109/ISPS.2015.7244995","url":null,"abstract":"This paper deals with a scheduling problem on Identical Parallel Machines where machines are subject to potentially costly failures. Failures can be avoided by an appropriate Preventive Maintenance (PM) planning. The preemption of production jobs is not allowed. The PM activities must be carried out by taking into consideration the production constraints. We assume that PM activities are performed after each job and they restore the machines to “as good as new” conditions. The objective is to find the best assignment of jobs on machines maximizing the system availability. We have proposed heuristics to deal with the problem. Experimental results are conducted to test the efficiency of our heuristics throughout 380 test problem instances.","PeriodicalId":165465,"journal":{"name":"2015 12th International Symposium on Programming and Systems (ISPS)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128477122","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
Dynamic delegation based on temporal and nonmonotonic description logic 基于时序非单调描述逻辑的动态委托
2015 12th International Symposium on Programming and Systems (ISPS) Pub Date : 2015-04-28 DOI: 10.1109/ISPS.2015.7244994
Ouarda Bettaz, Narhimène Boustia, A. Mokhtari
{"title":"Dynamic delegation based on temporal and nonmonotonic description logic","authors":"Ouarda Bettaz, Narhimène Boustia, A. Mokhtari","doi":"10.1109/ISPS.2015.7244994","DOIUrl":"https://doi.org/10.1109/ISPS.2015.7244994","url":null,"abstract":"Access control provides the mean of restricting the access to a computer system by checking whether a legitimate user has the rights to perform certain actions on the resources. Therefore it should rely on flexible administrative mechanism. An important component of the administrative mechanism is delegation. Delegation is the process of granting a specific authorization from a user to another user of the same system to carry out some functions on his behalf. The delegation, although widely used, is modeled in very little security policies because this concept is very complex. What we tried to do in this work is to redefine delegation for OrBAC using description logic. OrBAC is an access control model; it provides the mean to specify contextual authorizations, which facilitates modeling the features of the delegation such as temporary delegation, multiple delegation, revocation, etc. The description logic that we use for the re-formalization process is T-JClassicδϵ. This logic is a temporal nonmonotonic description logic, it gives the mean to specify nonmonotonic authorizations, and a better representation of the temporal aspects specific to a given delegation. This new representation augments the expressivity of the model and therefore it facilitates even more the representation and the management of the delegation characteristics.","PeriodicalId":165465,"journal":{"name":"2015 12th International Symposium on Programming and Systems (ISPS)","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125700824","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
A contextual attribute based access control model based on T-JClassicδ∊ 基于T-JClassicδ λ的上下文属性访问控制模型
2015 12th International Symposium on Programming and Systems (ISPS) Pub Date : 2015-04-28 DOI: 10.1109/ISPS.2015.7244992
Khalida Guesmia, Narhimène Boustia
{"title":"A contextual attribute based access control model based on T-JClassicδ∊","authors":"Khalida Guesmia, Narhimène Boustia","doi":"10.1109/ISPS.2015.7244992","DOIUrl":"https://doi.org/10.1109/ISPS.2015.7244992","url":null,"abstract":"Recently, people spend plenty of times daily in social network activities, hence a large amount of information is created by people which move up a number of privacy and security issues. While online social networks allow users to configure their privacy settings by specifying who may access to their own shared data, they do not enable them to define the context under which their shared data should be accessed. In order to make the access control mechanism more dynamic and flexible in online social networks, we propose a contextual attributed based access control based on T-JClassicδϵ to express much more fine grained access control policies than the existing models, so using our model, users can specify their privacy settings based on temporal context.","PeriodicalId":165465,"journal":{"name":"2015 12th International Symposium on Programming and Systems (ISPS)","volume":"86 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116560841","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 personalized adaptive e-learning system based on learner's feedback and learner's multiple intelligences 基于学习者反馈和学习者多元智能的个性化自适应电子学习系统
2015 12th International Symposium on Programming and Systems (ISPS) Pub Date : 2015-04-28 DOI: 10.1109/ISPS.2015.7244969
Mohamed Hafidi, Mahnane Lamia
{"title":"A personalized adaptive e-learning system based on learner's feedback and learner's multiple intelligences","authors":"Mohamed Hafidi, Mahnane Lamia","doi":"10.1109/ISPS.2015.7244969","DOIUrl":"https://doi.org/10.1109/ISPS.2015.7244969","url":null,"abstract":"Personalized feedback strategies is a powerful method that expert humans apply when helping learners to optimize their learning. Thus, research on feedback strategies tailoring feedback according to important factors of the learning process has been recognized as a promising issue in the field of adaptive e-learning systems. Our paper seeks to contribute to this area of research by addressing the following aspects: First, to investigate how learners' feedback and learners' multiple intelligences relate to learning outcomes. Second, to explore the influence of the feedback strategies on students' behavior.","PeriodicalId":165465,"journal":{"name":"2015 12th International Symposium on Programming and Systems (ISPS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122089704","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
Intuitionistic fuzzy bipolar approach for flexible querying in e-commerce applications 电子商务应用中灵活查询的直觉模糊双极方法
2015 12th International Symposium on Programming and Systems (ISPS) Pub Date : 2015-04-28 DOI: 10.1109/ISPS.2015.7244972
Nouredine Tamani
{"title":"Intuitionistic fuzzy bipolar approach for flexible querying in e-commerce applications","authors":"Nouredine Tamani","doi":"10.1109/ISPS.2015.7244972","DOIUrl":"https://doi.org/10.1109/ISPS.2015.7244972","url":null,"abstract":"Several e-commerce applications ask customers to leave comments about the purchased products and to rate them positively or negatively as an opportunity to obtain valuable feedback on them. These information could be seen as user's preferences in a process of flexible query evaluation, which is capable to distinguish amongst the product items those that are the most suitable or most preferred to a given buyer. In this paper, we model product items (or alternatives) attached with positive and negative ratings as intuitionistic fuzzy sets [1], such that positive and negative ratings correspond to membership and nonmembership degrees respectively. Then, we show that available heterogeneous bipolar approaches developed in the field of flexible querying are not adequate in our case, and we introduce two new operators to rank intuitionistic alternatives, namely, Intuitionistic minimum, denoted by Imin, and Intuitionistic maximum, denoted by Imax. Finally, we show that each of these operators forms a linear order and both can represent a couple of extended intuitionistic t-norm and t-conorm that can be used as a basis of an intuitionistic bipolar fuzzy querying approach.","PeriodicalId":165465,"journal":{"name":"2015 12th International Symposium on Programming and Systems (ISPS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125533893","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
Distributed energy efficient adaptive clustering protocol with data gathering for large scale wireless sensor networks 大规模无线传感器网络数据采集的分布式节能自适应聚类协议
2015 12th International Symposium on Programming and Systems (ISPS) Pub Date : 2015-04-28 DOI: 10.1109/ISPS.2015.7244966
Chirihane Gherbi, Z. Aliouat, Mohammed Benmohammed
{"title":"Distributed energy efficient adaptive clustering protocol with data gathering for large scale wireless sensor networks","authors":"Chirihane Gherbi, Z. Aliouat, Mohammed Benmohammed","doi":"10.1109/ISPS.2015.7244966","DOIUrl":"https://doi.org/10.1109/ISPS.2015.7244966","url":null,"abstract":"Hierarchical routing is an efficient way to lower energy consumption within a cluster, performing data aggregation and fusion in order decrease the number of transmitted messages to the BS. In this paper, a novel hierarchical approach called distributed energy efficient adaptive clustering protocol with Data Gathering (DEACP) is proposed for Wireless sensor network. Since nodes in a sensor network have limited energy, prolonging the network lifetime and improving scalability become important. we have proposed (DEACP) approach to reach the following objectives: reduce the overall network energy consumption, balance the energy consumption among the sensors and extend the lifetime of the network, the clustering must be completely distributed, the clustering should be efficient in complexity of message and time, the cluster-heads should be well-distributed across the network, the load balancing should be done well, the clustered WSN should be fully-connected. As a result transmission power of the node is reduce which subsequently reduces the energy consumption of the node. Our proposed work is simulated through Network Simulator (NS-2). We consider the problem of conserving energy in a single node in a wireless sensor network by turning off the node's radio for periods of a fixed time length. While packets may continue to arrive at the node's buffer during the sleep periods, the node cannot transmit them until it wakes up. The objective is to design sleep control laws that minimize the expected value of a cost function representing both energy consumption costs and holding costs for backlogged packets. The network scenario is established by considering 1000 × 1000 area and displaying randomly moving nodes using TCL. The resource reservation is used to decompose the total simulation time of network into smaller time slots depending upon number of nodes in the network using TDMA technique. Simulations show that (DEACP) clusters have good performance characteristics.","PeriodicalId":165465,"journal":{"name":"2015 12th International Symposium on Programming and Systems (ISPS)","volume":"108 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122683429","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: 27
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