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2017 8th International Conference on Information Technology (ICIT)最新文献

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Model tire pressure sensor ID learning method using fuzzy logic 用模糊逻辑建模轮胎压力传感器ID学习方法
2017 8th International Conference on Information Technology (ICIT) Pub Date : 2017-05-01 DOI: 10.1109/ICITECH.2017.8080012
A. Shaout, V. Yanez
{"title":"Model tire pressure sensor ID learning method using fuzzy logic","authors":"A. Shaout, V. Yanez","doi":"10.1109/ICITECH.2017.8080012","DOIUrl":"https://doi.org/10.1109/ICITECH.2017.8080012","url":null,"abstract":"A common maintenance process that is usually done in the automobile is change of a flat tire. In the case the vehicle is equipped with a direct tire pressure monitor system (TPMS), the sensor should be also replaced if it is damaged. The module that receives the tire pressure data needs to update the registered sensor IDs with the new sensor ID fitted in the vehicle. This can be done manually through a diagnostic tool that communicates with the module. Also, there are some systems that have the capability of auto-learning sensor IDs without using any external tool. To auto learn sensor Ids, classic algorithm approaches has been defined based on experience. For this paper the method of auto-learning sensor IDs using Fuzzy logic will be modeled. A four tires configuration system would be modeled with four rotating sensors.","PeriodicalId":102480,"journal":{"name":"2017 8th International Conference on Information Technology (ICIT)","volume":"2 5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131491180","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
Neural network-based minutiae extraction for fingerprint verification system 基于神经网络的指纹验证系统细节提取
2017 8th International Conference on Information Technology (ICIT) Pub Date : 2017-05-01 DOI: 10.1109/ICITECH.2017.8080039
B. Alijla, Motaz Saad, S. F. Issawi
{"title":"Neural network-based minutiae extraction for fingerprint verification system","authors":"B. Alijla, Motaz Saad, S. F. Issawi","doi":"10.1109/ICITECH.2017.8080039","DOIUrl":"https://doi.org/10.1109/ICITECH.2017.8080039","url":null,"abstract":"Fingerprint is one of the most important biometrics that has been employed for verification systems. Fingerprint is characterized by two fundamental properties; Easy to acquire, and it is unique for each person. This paper presents minutia extraction method based on Neural Network-based. These features can be used in verification systems. The verification process includes four main phases: image acquisition, preprocessing, feature extraction, and pattern matching. The method is applied on a set of fingerprint images and the results show that the average matching accuracy of fingerprints is 91.6%.","PeriodicalId":102480,"journal":{"name":"2017 8th International Conference on Information Technology (ICIT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130746054","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 comparative analysis of data fragmentation in distributed database 分布式数据库中数据碎片化的比较分析
2017 8th International Conference on Information Technology (ICIT) Pub Date : 2017-05-01 DOI: 10.1109/ICITECH.2017.8079934
A. H. Al-Sanhani, A. Hamdan, Ali B. Al-Thaher, Ali Al-Dahoud
{"title":"A comparative analysis of data fragmentation in distributed database","authors":"A. H. Al-Sanhani, A. Hamdan, Ali B. Al-Thaher, Ali Al-Dahoud","doi":"10.1109/ICITECH.2017.8079934","DOIUrl":"https://doi.org/10.1109/ICITECH.2017.8079934","url":null,"abstract":"Distributed database technology is supposed to have a remarkable impact on data processing in the next years. This paper overviews Data Fragmentations in distributed database system. We discussed in briefly distributed database environment, fragmentations and distributed databases design. We compared between the horizontal fragmentations, vertical fragmentations, and mixed fragmentations. The Correctness rules of fragmentation have been used; the best type of Data Fragmentations for distributed databases design has been suggested.","PeriodicalId":102480,"journal":{"name":"2017 8th International Conference on Information Technology (ICIT)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130959031","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: 6
A multi agent system for cloud of clouds elasticity management 云弹性管理的多智能体系统
2017 8th International Conference on Information Technology (ICIT) Pub Date : 2017-05-01 DOI: 10.1109/ICITECH.2017.8080066
Rayene Moudjari, Z. Sahnoun
{"title":"A multi agent system for cloud of clouds elasticity management","authors":"Rayene Moudjari, Z. Sahnoun","doi":"10.1109/ICITECH.2017.8080066","DOIUrl":"https://doi.org/10.1109/ICITECH.2017.8080066","url":null,"abstract":"Elasticity feature is the most important asset for cloud-based systems compared to other technologies. This property grants the ability to dynamically adjust cloud resources allocation when needed in autonomic manner. The efficient management of cloud elastic system is a challenging task. This paper proposes an approach based on multi agent system for Cloud of Clouds Elasticity Management. The Interacting agents cooperate with each other; according to a protocol in order to ensure cloud elasticity through strategic solutions at both micro level (intra cloud) and macro level (inter cloud).","PeriodicalId":102480,"journal":{"name":"2017 8th International Conference on Information Technology (ICIT)","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125372643","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
Truncated Hierarchical SVD for image sequences, represented as third order tensor 截断的分层奇异值分解图像序列，表示为三阶张量
2017 8th International Conference on Information Technology (ICIT) Pub Date : 2017-05-01 DOI: 10.1109/ICITECH.2017.8079995
R. Kountchev, R. Kountcheva
{"title":"Truncated Hierarchical SVD for image sequences, represented as third order tensor","authors":"R. Kountchev, R. Kountcheva","doi":"10.1109/ICITECH.2017.8079995","DOIUrl":"https://doi.org/10.1109/ICITECH.2017.8079995","url":null,"abstract":"In this work is presented new algorithm, called Truncated Hierarchical SVD (THSVD), aimed at the processing of sequences of correlated images, represented as third-order tensors. The algorithm is based on the multiple calculation of the matrix SVD for elementary tensors (ET) of size 2×2×2, which build the tensor of size N×N×N, when N=2n. The new approach is compared to closest famous hierarchical SVD methods for ET: the Sequential Unfolding SVD (SUSVD) and the Radix 2×2Hierarchical SVD (Radix 2×2 HSVD). New two-level algorithm is developed for ET decomposition, with lower computational complexity than these of Radix 2×2 HSVD and SUSVD. In the paper is presented the THSVD algorithm for tensor of size 4×4×4, which is generalized for a tensor of size N×N×N. Adaptive new algorithm is offered for the “truncation” of the tensor decomposition components with small weights. The multiple execution of similar operations for the SVD calculation for matrices of size 2×2 in each THSVD level, permits its parallel implementation by using processors with relatively simple structures. As a result of the „truncation“ and of the parallel calculations of THSVD, the processing of image sequences represented by third-order tensors, is significantly accelerated. This advantage of the algorithm opens new abilities for its application in real-time image processing systems in various areas: compression of image sequences, digital watermarking, computer vision, machine learning, processing of multidimensional signals, etc.","PeriodicalId":102480,"journal":{"name":"2017 8th International Conference on Information Technology (ICIT)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122163285","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
Weed growth and intrusion detection by multi angle images of vegetable plants using modified SVD 基于改进SVD的蔬菜植物多角度图像杂草生长及入侵检测
2017 8th International Conference on Information Technology (ICIT) Pub Date : 2017-05-01 DOI: 10.1109/ICITECH.2017.8080025
K. Ramesh, A. Samraj
{"title":"Weed growth and intrusion detection by multi angle images of vegetable plants using modified SVD","authors":"K. Ramesh, A. Samraj","doi":"10.1109/ICITECH.2017.8080025","DOIUrl":"https://doi.org/10.1109/ICITECH.2017.8080025","url":null,"abstract":"The requirement of earlier identification of weed growth and plant disease is one of the most important procedures in precision agriculture. In this research work we identified the best method of positioning the optical sensors to get the best possible images. To address this purpose the variant of SVD is used for feature construction. Our proposed approach optimize and reiterate our similar earlier findings in identification of plants. The threshold augmentation technique is used to find the inter and intra average differences for both aerial and portrait angle images for comparison. The intrusion detection software Matlab is created and tested for the Portrait images and compared with aerial images. The Portrait images to find the intrusion are found better than aerial images in number of trails 15% more than the aerial images.","PeriodicalId":102480,"journal":{"name":"2017 8th International Conference on Information Technology (ICIT)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116949230","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
Trust in real-time distributed database systems 对实时分布式数据库系统的信任
2017 8th International Conference on Information Technology (ICIT) Pub Date : 2017-05-01 DOI: 10.1109/ICITECH.2017.8080061
Grace Khayat, H. Maalouf
{"title":"Trust in real-time distributed database systems","authors":"Grace Khayat, H. Maalouf","doi":"10.1109/ICITECH.2017.8080061","DOIUrl":"https://doi.org/10.1109/ICITECH.2017.8080061","url":null,"abstract":"This paper studies Trust in real-time distributed database systems. High availability and fault-tolerance are important aspects of these real-time systems and are commonly achieved by replication. Different existing replication techniques are compared in this paper in terms of implementation and limitations. Also, a new replication technique; TIRS; is proposed that relies on Trust when reading or writing data. Adding Trust to the replication protocol enabled TIRS to perform well in the presence of faulty or malicious nodes. Performance analysis was done using Matlab simulation. TIRS is proved to be fault-tolerant and very fast when reading data. Furthermore, some initial simulations were done to analyze the performance of the write operation in TIRS therefore proving its efficiency.","PeriodicalId":102480,"journal":{"name":"2017 8th International Conference on Information Technology (ICIT)","volume":"208 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115046301","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
An automated scoring approach for Arabic short answers essay questions 一个自动评分方法的阿拉伯语简短回答作文问题
2017 8th International Conference on Information Technology (ICIT) Pub Date : 2017-05-01 DOI: 10.1109/ICITECH.2017.8079930
Hebah Rababah, Ahmad T. Al-Taani
{"title":"An automated scoring approach for Arabic short answers essay questions","authors":"Hebah Rababah, Ahmad T. Al-Taani","doi":"10.1109/ICITECH.2017.8079930","DOIUrl":"https://doi.org/10.1109/ICITECH.2017.8079930","url":null,"abstract":"Evaluating and scoring essay questions is an exhausting, time consuming process and require a lot of effort. So, applying automated tools is essentially required to tackle these drawbacks. In this study, we propose an automated scoring approach for short answers to Arabic essay questions. The scoring process is based on the similarity between the student's answer and model answer, cosine similarity measure is used for this purpose. Cosine similarity is a heuristic evolutionary measure that has succeeded to solve text to text similarity problems. Word root and synonyms for each keyword in the student's answer and the model answer are used in order to achieve accurate results. Experimental results showed that the proposed approach achieved competitive scores in comparison with other approaches.","PeriodicalId":102480,"journal":{"name":"2017 8th International Conference on Information Technology (ICIT)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115338361","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: 14
Implementation of mobile Geographic Information System approach case study: Medical emergency 移动地理信息系统实现方法的案例研究:医疗急救
2017 8th International Conference on Information Technology (ICIT) Pub Date : 2017-05-01 DOI: 10.1109/ICITECH.2017.8079916
Souraya Hamida, O. Kazar, Atika Necib
{"title":"Implementation of mobile Geographic Information System approach case study: Medical emergency","authors":"Souraya Hamida, O. Kazar, Atika Necib","doi":"10.1109/ICITECH.2017.8079916","DOIUrl":"https://doi.org/10.1109/ICITECH.2017.8079916","url":null,"abstract":"Geographic Information System invaded most areas of everyday life, their magnitudes continue to grow due to the importance and quality of geospatial information generated. Furthermore, medical care has become a major challenge for any country to serve the patient in a very small time. Our project aims to design and realization of a mobile Geographic Information System with a case study: medical emergency in Algeria. This vision of medical assistance for Algeria enters the desire to improve the rational use of the health sector. The main objective of our work is to design a mobile Geographic Information System based on geospatial data and data on medical centers. This provides users with tools that provide geospatial map containing the location and the nearest medical centers.","PeriodicalId":102480,"journal":{"name":"2017 8th International Conference on Information Technology (ICIT)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123642160","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
Determinants of knowledge management behavior among academics 学术界知识管理行为的决定因素
2017 8th International Conference on Information Technology (ICIT) Pub Date : 2017-05-01 DOI: 10.1109/ICITECH.2017.8079937
M. Razi, Mohammad Habibullah
{"title":"Determinants of knowledge management behavior among academics","authors":"M. Razi, Mohammad Habibullah","doi":"10.1109/ICITECH.2017.8079937","DOIUrl":"https://doi.org/10.1109/ICITECH.2017.8079937","url":null,"abstract":"The main focus of this work is to investigate the predictors of knowledge management (KM) behavior among university academics within the prevailing organizational climate. The KM behavior has been operationalized using SECI process (components of knowledge creation theory). A hypothetical research framework has been developed based on TRA, TPB and some related previous works. Survey based quantitative research approach was used. The data were collected using a self-administered questionnaire among 156 academic staff comprising different rank from a public university in Malaysia. After data screening, data reduction and reliability testing process, linear and stepwise multiple regression analysis were performed using SPSS. Though most of the hypotheses proposed were supported by linear regression analysis, only trust among colleagues and Effort expectancy of KM were emerged as the strong predictors of KM behavior according to stepwise multiple regression.","PeriodicalId":102480,"journal":{"name":"2017 8th International Conference on Information Technology (ICIT)","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128921113","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: 7
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