Pub Date : 2017-05-01DOI: 10.1109/ICEMIS.2017.8273105
Shadi A. Aljawarneh, V. R. Krishna, Aravind Cheruvu
The research objective in this paper is to address the scope for research to design dissimilarity measure which uses the standard score and normal probability. Traditionally, the dissimilarity measure used is Euclidean distance to obtain dissimilarity between two known vectors of m-dimensions. The measure addressed in this paper maps the temporal pattern expressed as support vectors to z-space vectors. The dissimilarity measures uses these z-space vectors to find the dissimilarity degree between any two patterns expressed as support vectors. The procedure to retrieve similar patterns is outlined as the algorithm which uses distance and support bounds to eliminate and prune patterns that are not the required candidate patterns.
{"title":"Finding similar patterns in time stamped temporal datasets","authors":"Shadi A. Aljawarneh, V. R. Krishna, Aravind Cheruvu","doi":"10.1109/ICEMIS.2017.8273105","DOIUrl":"https://doi.org/10.1109/ICEMIS.2017.8273105","url":null,"abstract":"The research objective in this paper is to address the scope for research to design dissimilarity measure which uses the standard score and normal probability. Traditionally, the dissimilarity measure used is Euclidean distance to obtain dissimilarity between two known vectors of m-dimensions. The measure addressed in this paper maps the temporal pattern expressed as support vectors to z-space vectors. The dissimilarity measures uses these z-space vectors to find the dissimilarity degree between any two patterns expressed as support vectors. The procedure to retrieve similar patterns is outlined as the algorithm which uses distance and support bounds to eliminate and prune patterns that are not the required candidate patterns.","PeriodicalId":117908,"journal":{"name":"2017 International Conference on Engineering & MIS (ICEMIS)","volume":"206 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":"115914272","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}
Pub Date : 2017-05-01DOI: 10.1109/ICEMIS.2017.8273017
Safa Maraoui, A. Krifa, Kais Bouzrara
In this paper, the Meixner-like model is used to represent the linear discrete-time system. Furthermore, we present, from input/output measurements a recursive representation of Meixner-like model. The minimization of the Normalized Mean Square Error is considered to estimate the optimal Meixner-like pole. The belonging domain of the parameters, which is compatible with the model structure, measurements and the bounds of the error, is defined by the interval values. A numerical simulation shows the efficiency of the approach.
{"title":"Meixner-like parameters identification using interval analysis","authors":"Safa Maraoui, A. Krifa, Kais Bouzrara","doi":"10.1109/ICEMIS.2017.8273017","DOIUrl":"https://doi.org/10.1109/ICEMIS.2017.8273017","url":null,"abstract":"In this paper, the Meixner-like model is used to represent the linear discrete-time system. Furthermore, we present, from input/output measurements a recursive representation of Meixner-like model. The minimization of the Normalized Mean Square Error is considered to estimate the optimal Meixner-like pole. The belonging domain of the parameters, which is compatible with the model structure, measurements and the bounds of the error, is defined by the interval values. A numerical simulation shows the efficiency of the approach.","PeriodicalId":117908,"journal":{"name":"2017 International Conference on Engineering & MIS (ICEMIS)","volume":"51 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":"115364792","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}
Pub Date : 2017-05-01DOI: 10.1109/ICEMIS.2017.8273100
Shadi A. Aljawarneh, V. Radhakrishna, Aravind Cheruvu
In this paper, the basic Gaussian membership function is extended to design the dissimilarity measure. We extend the dissimilarity measure proposed in the G-spamine by applying normal distribution. The dissimilarity measure proposed in this paper is designed by using the concept of standard normal distribution. For a pattern to be similar, the dissimilarity between reference and the temporal pattern has to be less than or equal to the dissimilarity constraint. This dissimilarity constraint is obtained by transforming the user threshold value to z-space. The dissimilarity measure has also been extended to compute the distance bounds by devising necessary expressions. These distance bounds can be used to prune the invalid temporal associations. The algorithm to obtain the similar temporal associations is outlined.
{"title":"Extending the Gaussian membership function for finding similarity between temporal patterns","authors":"Shadi A. Aljawarneh, V. Radhakrishna, Aravind Cheruvu","doi":"10.1109/ICEMIS.2017.8273100","DOIUrl":"https://doi.org/10.1109/ICEMIS.2017.8273100","url":null,"abstract":"In this paper, the basic Gaussian membership function is extended to design the dissimilarity measure. We extend the dissimilarity measure proposed in the G-spamine by applying normal distribution. The dissimilarity measure proposed in this paper is designed by using the concept of standard normal distribution. For a pattern to be similar, the dissimilarity between reference and the temporal pattern has to be less than or equal to the dissimilarity constraint. This dissimilarity constraint is obtained by transforming the user threshold value to z-space. The dissimilarity measure has also been extended to compute the distance bounds by devising necessary expressions. These distance bounds can be used to prune the invalid temporal associations. The algorithm to obtain the similar temporal associations is outlined.","PeriodicalId":117908,"journal":{"name":"2017 International Conference on Engineering & MIS (ICEMIS)","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":"131171883","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}
Pub Date : 2017-05-01DOI: 10.1109/ICEMIS.2017.8272972
I. Naciri, A. Rguiti, L. Elmaimouni, J. Lefebvre, F. Ratolojanahary, Y. Belkassmi, S. Krit, M. Rguiti, T. Gryba
An extension of the orthogonal polynomial approach in order to solve wave propagation in a MEMS resonator disc in the case of annular metallization is reported in the following paper. The disc is made from PZT5A and has been divided into two areas, the outer one with electrodes and the inner without electrodes. The formulation is based on expressing different displacement components by means of Legendre polynomials series and harmonic functions for solving the goverening equation of motion and Maxwell equations in the system of cylindrical coordinates. Alternating source and boundary conditions are directly incorporated into the governing equations. The electro-acoustic behavior of the MEMS resonator concern of presenting the resonant and anti-resonant frequencies, the electrical input admittance and the field of axial and radial mechanical displacement components. Obtained results are compared with those reported in the literature, good agreement was proved.
{"title":"Modeling of a PZT5A MEMS resonator disc partially metallized: Annular metallization","authors":"I. Naciri, A. Rguiti, L. Elmaimouni, J. Lefebvre, F. Ratolojanahary, Y. Belkassmi, S. Krit, M. Rguiti, T. Gryba","doi":"10.1109/ICEMIS.2017.8272972","DOIUrl":"https://doi.org/10.1109/ICEMIS.2017.8272972","url":null,"abstract":"An extension of the orthogonal polynomial approach in order to solve wave propagation in a MEMS resonator disc in the case of annular metallization is reported in the following paper. The disc is made from PZT5A and has been divided into two areas, the outer one with electrodes and the inner without electrodes. The formulation is based on expressing different displacement components by means of Legendre polynomials series and harmonic functions for solving the goverening equation of motion and Maxwell equations in the system of cylindrical coordinates. Alternating source and boundary conditions are directly incorporated into the governing equations. The electro-acoustic behavior of the MEMS resonator concern of presenting the resonant and anti-resonant frequencies, the electrical input admittance and the field of axial and radial mechanical displacement components. Obtained results are compared with those reported in the literature, good agreement was proved.","PeriodicalId":117908,"journal":{"name":"2017 International Conference on Engineering & MIS (ICEMIS)","volume":"2015 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":"121566105","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}
Pub Date : 2017-05-01DOI: 10.1109/ICEMIS.2017.8273047
Bassam Al-Shargabi, Omar Sabri
Internet of Things (IoT) has drawn great attention in industry, academia, and research As the IoT technology still in beginning of its implementation in all industries and so much research are ongoing to study and develop business model to grasp the opportunities brought by IoT. A research market conducted by Gartner expects that around 25 billion IoT devices or sensors to be connected by 2020. As expected IoT technology will enter every aspect of our life. Therefore, the main objective of this paper is to provide an exploration of how businesses will be affected by IoT introduction and listing the opportunities brought IoT technology and what challenges are facing its implementation.
物联网(Internet of Things, IoT)已经引起了工业界、学术界和研究界的高度关注。由于物联网技术在各行业的应用仍处于起步阶段，因此正在进行大量的研究，以研究和开发商业模式，以抓住物联网带来的机遇。高德纳(Gartner)进行的一项市场研究预计，到2020年，将有大约250亿个物联网设备或传感器连接在一起。正如预期的那样，物联网技术将进入我们生活的方方面面。因此，本文的主要目的是探讨物联网引入对企业的影响，并列出物联网技术带来的机遇以及实施物联网技术面临的挑战。
{"title":"Internet of Things: An exploration study of opportunities and challenges","authors":"Bassam Al-Shargabi, Omar Sabri","doi":"10.1109/ICEMIS.2017.8273047","DOIUrl":"https://doi.org/10.1109/ICEMIS.2017.8273047","url":null,"abstract":"Internet of Things (IoT) has drawn great attention in industry, academia, and research As the IoT technology still in beginning of its implementation in all industries and so much research are ongoing to study and develop business model to grasp the opportunities brought by IoT. A research market conducted by Gartner expects that around 25 billion IoT devices or sensors to be connected by 2020. As expected IoT technology will enter every aspect of our life. Therefore, the main objective of this paper is to provide an exploration of how businesses will be affected by IoT introduction and listing the opportunities brought IoT technology and what challenges are facing its implementation.","PeriodicalId":117908,"journal":{"name":"2017 International Conference on Engineering & MIS (ICEMIS)","volume":"37 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":"115062593","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}
Pub Date : 2017-05-01DOI: 10.1109/ICEMIS.2017.8272959
T. Shehab, A. Noureddin
The condition of public school buildings in the US has severely deteriorated. It is estimated that about $300 billion may be required for their repair. To manage these repair projects, an expenditure prioritization system is required. The current prioritization practice lacks a structured methodology that rationalizes its outcomes, which may also lead to misleading conclusions, and accordingly, misuse of available resources. This paper presents a prioritization system for the rehabilitation of Kindergarten through 12th grade public school buildings in California. This system builds on the current school condition assessment process and assists to allocate rehabilitations funds in a rational manner that assures addressing and prioritizing the most deteriorated schools.
{"title":"Rehabilitation model for school buildings","authors":"T. Shehab, A. Noureddin","doi":"10.1109/ICEMIS.2017.8272959","DOIUrl":"https://doi.org/10.1109/ICEMIS.2017.8272959","url":null,"abstract":"The condition of public school buildings in the US has severely deteriorated. It is estimated that about $300 billion may be required for their repair. To manage these repair projects, an expenditure prioritization system is required. The current prioritization practice lacks a structured methodology that rationalizes its outcomes, which may also lead to misleading conclusions, and accordingly, misuse of available resources. This paper presents a prioritization system for the rehabilitation of Kindergarten through 12th grade public school buildings in California. This system builds on the current school condition assessment process and assists to allocate rehabilitations funds in a rational manner that assures addressing and prioritizing the most deteriorated schools.","PeriodicalId":117908,"journal":{"name":"2017 International Conference on Engineering & MIS (ICEMIS)","volume":"10 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":"122940807","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}
Pub Date : 2017-05-01DOI: 10.14569/IJACSA.2017.081232
S. H. Sfar, R. Tourki, I. Bennour
The SoC design cost is not only dependent on implementation and manufacturing techniques, but also on the used methodologies and design tools. Transaction level modelling (TLM) is among the most promising electronic system level (ESL) design methodology. Recently, TLM-2 library places de facto SystemC as a standard when writing transaction level (TL) models. A TLM-2 based models and especially those using approximately-timed time coding style are very challenging to develop. In this paper, we expose techniques to write well-structured and modular TL models. These techniques bring up more elaborated semantics useful to automate model generation in the context of model-driven design methodology.
{"title":"TLM-2 base protocol analysis for model-driven design","authors":"S. H. Sfar, R. Tourki, I. Bennour","doi":"10.14569/IJACSA.2017.081232","DOIUrl":"https://doi.org/10.14569/IJACSA.2017.081232","url":null,"abstract":"The SoC design cost is not only dependent on implementation and manufacturing techniques, but also on the used methodologies and design tools. Transaction level modelling (TLM) is among the most promising electronic system level (ESL) design methodology. Recently, TLM-2 library places de facto SystemC as a standard when writing transaction level (TL) models. A TLM-2 based models and especially those using approximately-timed time coding style are very challenging to develop. In this paper, we expose techniques to write well-structured and modular TL models. These techniques bring up more elaborated semantics useful to automate model generation in the context of model-driven design methodology.","PeriodicalId":117908,"journal":{"name":"2017 International Conference on Engineering & MIS (ICEMIS)","volume":"33 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":"123177194","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}
Pub Date : 2017-05-01DOI: 10.1109/ICEMIS.2017.8272976
S. Saadaoui, M. A. B. Youssef, R. Gharbi
A low cost Laser Beam Induced Current (LBIC) system was developed using a Digital Versatile Disc (DVD) laser incorporated in the DVD optical pick-up. This method offers a flexibility to control the laser light focus to get an optimum resolution mapping. The designed system is controlled by using a 32-bit low cost microcontroller integrating a real time operating system in order to offer more flexibility in the control process and the time management. The collect of data and the visualization of the resulting map were done using a developed LabVIEW interface. This paper shows the system design and the experiment process used to obtain the LBIC mapping of realized dye solar cell.
{"title":"Precision low cost real time system for laser beam induced current investigations on solar cells","authors":"S. Saadaoui, M. A. B. Youssef, R. Gharbi","doi":"10.1109/ICEMIS.2017.8272976","DOIUrl":"https://doi.org/10.1109/ICEMIS.2017.8272976","url":null,"abstract":"A low cost Laser Beam Induced Current (LBIC) system was developed using a Digital Versatile Disc (DVD) laser incorporated in the DVD optical pick-up. This method offers a flexibility to control the laser light focus to get an optimum resolution mapping. The designed system is controlled by using a 32-bit low cost microcontroller integrating a real time operating system in order to offer more flexibility in the control process and the time management. The collect of data and the visualization of the resulting map were done using a developed LabVIEW interface. This paper shows the system design and the experiment process used to obtain the LBIC mapping of realized dye solar cell.","PeriodicalId":117908,"journal":{"name":"2017 International Conference on Engineering & MIS (ICEMIS)","volume":"17 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":"129087177","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}
Pub Date : 2017-05-01DOI: 10.1109/ICEMIS.2017.8273042
C. Saleh, Mohsen Machhout
Fiber optic sensors have become a mainstream sensing technology within a large array of applications due to their inherent benefits. They are now used significantly in structural health monitoring, and are an essential solution for monitoring harsh environments. Since their first development over 30 years ago, they have also found promise in security applications. Fibre Bragg grating (FBG) sensors are one of the most exciting developments in the field of optical fibre sensors in recent years. Compared with conventional fibre-optic sensors, FBG sensors have a number of distinguishing advantages. Significant progress has been made in applications to strain and temperature measurements. FBG sensors prove to be one of the most promising candidates for fibre-optic smart structures. This paper reviews all of the optical fiber-based techniques used in physical intrusion detection systems. This paper demonstrates with different setup the FBG sensor for intrusion detection.
{"title":"FBG security fence for intrusion detection","authors":"C. Saleh, Mohsen Machhout","doi":"10.1109/ICEMIS.2017.8273042","DOIUrl":"https://doi.org/10.1109/ICEMIS.2017.8273042","url":null,"abstract":"Fiber optic sensors have become a mainstream sensing technology within a large array of applications due to their inherent benefits. They are now used significantly in structural health monitoring, and are an essential solution for monitoring harsh environments. Since their first development over 30 years ago, they have also found promise in security applications. Fibre Bragg grating (FBG) sensors are one of the most exciting developments in the field of optical fibre sensors in recent years. Compared with conventional fibre-optic sensors, FBG sensors have a number of distinguishing advantages. Significant progress has been made in applications to strain and temperature measurements. FBG sensors prove to be one of the most promising candidates for fibre-optic smart structures. This paper reviews all of the optical fiber-based techniques used in physical intrusion detection systems. This paper demonstrates with different setup the FBG sensor for intrusion detection.","PeriodicalId":117908,"journal":{"name":"2017 International Conference on Engineering & MIS (ICEMIS)","volume":"34 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":"116550489","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}
Pub Date : 2017-05-01DOI: 10.1109/ICEMIS.2017.8272958
Fawaz S. Al-Anzi, Dia AbuZeina
The linear discriminant analysis (LDA) is a dimensionality reduction technique that is widely used in pattern recognition applications. The LDA aims at generating effective feature vectors by reducing the dimensions of the original data (e.g. bag-of-words textual representation) into a lower dimensional space. Hence, the LDA is a convenient method for text classification that is known by huge dimensional feature vectors. In this paper, we empirically investigated two LDA based methods for Arabic text classification. The first method is based on computing the generalized eigenvectors of the ratio (between-class to within-class) scatters, the second method includes linear classification functions that assume equal population covariance matrices (i.e. pooled sample covariance matrix). We used a textual data collection that contains 1,750 documents belong to five categories. The testing set contains 250 documents belong to five categories (50 documents for each category). The experimental results show that the linear classification functions method outperforms the eigenvalue decomposition method. We emphasize that the goal of this work is to demonstrate how to employ the LDA algorithm in text classification rather than comparing the performance with other well-known text classification algorithms.
{"title":"Arabic text classification using linear discriminant analysis","authors":"Fawaz S. Al-Anzi, Dia AbuZeina","doi":"10.1109/ICEMIS.2017.8272958","DOIUrl":"https://doi.org/10.1109/ICEMIS.2017.8272958","url":null,"abstract":"The linear discriminant analysis (LDA) is a dimensionality reduction technique that is widely used in pattern recognition applications. The LDA aims at generating effective feature vectors by reducing the dimensions of the original data (e.g. bag-of-words textual representation) into a lower dimensional space. Hence, the LDA is a convenient method for text classification that is known by huge dimensional feature vectors. In this paper, we empirically investigated two LDA based methods for Arabic text classification. The first method is based on computing the generalized eigenvectors of the ratio (between-class to within-class) scatters, the second method includes linear classification functions that assume equal population covariance matrices (i.e. pooled sample covariance matrix). We used a textual data collection that contains 1,750 documents belong to five categories. The testing set contains 250 documents belong to five categories (50 documents for each category). The experimental results show that the linear classification functions method outperforms the eigenvalue decomposition method. We emphasize that the goal of this work is to demonstrate how to employ the LDA algorithm in text classification rather than comparing the performance with other well-known text classification algorithms.","PeriodicalId":117908,"journal":{"name":"2017 International Conference on Engineering & MIS (ICEMIS)","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":"125753461","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}
京公网安备 11010802042870号
京ICP备2023020795号-1
扫码关注我们
求助内容：
应助结果提醒方式：