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2016 8th International Conference on Modelling, Identification and Control (ICMIC)最新文献

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A hybrid recommendation technique optimized by dimension reduction 一种基于降维优化的混合推荐技术
2016 8th International Conference on Modelling, Identification and Control (ICMIC) Pub Date : 2016-11-01 DOI: 10.1109/ICMIC.2016.7804150
Dong-Ru Ruan, Tian-hong Meng, Kai Gao
{"title":"A hybrid recommendation technique optimized by dimension reduction","authors":"Dong-Ru Ruan, Tian-hong Meng, Kai Gao","doi":"10.1109/ICMIC.2016.7804150","DOIUrl":"https://doi.org/10.1109/ICMIC.2016.7804150","url":null,"abstract":"Providing high quality recommendations is significant for e-commerce systems to assist users in making effective selection decisions from a plethora of choices. Collaborative filtering (CF) is one of the most well-known and successful techniques to generate recommendations. However, CF suffers from an inherent issue that does not think over the auxiliary information such as item content information. This paper proposes an approach to combine the similarity of auxiliary information with the similarity of items based on user-item ratings. Specifically, due to the high dimensions and linear correlation of the auxiliary information, this paper uses Principal Component Analysis (PCA) to reduce the dimension to improve the predictive accuracy. In addition, Pearson correlation is better than the Euclidean distance as the similarity measurement to predict accuracy of preference value through the analysis of the different experimental results. Experimental results on real-world data sets demonstrate that the effectiveness of our approach.","PeriodicalId":424565,"journal":{"name":"2016 8th International Conference on Modelling, Identification and Control (ICMIC)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114857378","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
Point-to-point FTTH supervision using geographic information system tool 点对点FTTH监管利用地理信息系统工具
2016 8th International Conference on Modelling, Identification and Control (ICMIC) Pub Date : 2016-11-01 DOI: 10.1109/ICMIC.2016.7804290
Khadidja Hadjadj, Allaeddine Djouama, F. Y. Ettoumi
{"title":"Point-to-point FTTH supervision using geographic information system tool","authors":"Khadidja Hadjadj, Allaeddine Djouama, F. Y. Ettoumi","doi":"10.1109/ICMIC.2016.7804290","DOIUrl":"https://doi.org/10.1109/ICMIC.2016.7804290","url":null,"abstract":"The new Fibre to Home (FTTH) technology provides very high-speed network since the optical fiber (OF) is extended to the final user. However, with the rapid development and growing interest for deployment of FTTH networks, it is becoming increasingly vulnerable to various failures and anomalies. Therefore, the network supervision becomes extremely important to guarantee an appropriate level of network reliability performance. In this paper, a simple and effective new solution is proposed to localize fiber defects and anomalies based on optical time domain reflectometry (OTDR) with Geographic information systems (GIS).","PeriodicalId":424565,"journal":{"name":"2016 8th International Conference on Modelling, Identification and Control (ICMIC)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114871927","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
Self-stunding up of humanoid robot using a new intelligent algorithm 基于新智能算法的仿人机器人自站立
2016 8th International Conference on Modelling, Identification and Control (ICMIC) Pub Date : 2016-11-01 DOI: 10.1109/ICMIC.2016.7804243
Farid Lachouri, Abdeldjallil Khelifi, Lyes Tighzert, Thafsouth Aguercif, B. Mendil
{"title":"Self-stunding up of humanoid robot using a new intelligent algorithm","authors":"Farid Lachouri, Abdeldjallil Khelifi, Lyes Tighzert, Thafsouth Aguercif, B. Mendil","doi":"10.1109/ICMIC.2016.7804243","DOIUrl":"https://doi.org/10.1109/ICMIC.2016.7804243","url":null,"abstract":"This paper introduces a new compact intelligent algorithm for global optimization problems. The proposed algorithm is inspired from music improvisation. It is a variant of harmony search algorithm. It is called the compact harmony search algorithm (c SA). It uses a compact representation to store the harmonies in the memory. The proposed intelligent algorithm is compared to the standard version of harmony search algorithm and the results shown that it is very efficient in terms of convergence uality, accuracy, stability and time processing. e give also an application of the algorithm for the realization of self-standing-up of the humanoid robot hydroid.","PeriodicalId":424565,"journal":{"name":"2016 8th International Conference on Modelling, Identification and Control (ICMIC)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116289541","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
A rigorous full-wave analysis of high TC superconducting circular disc microstrip antenna 高TC超导圆盘微带天线的严格全波分析
2016 8th International Conference on Modelling, Identification and Control (ICMIC) Pub Date : 2016-11-01 DOI: 10.1109/ICMIC.2016.7804205
A. Bouraiou, S. Benkouda, T. Fortaki
{"title":"A rigorous full-wave analysis of high TC superconducting circular disc microstrip antenna","authors":"A. Bouraiou, S. Benkouda, T. Fortaki","doi":"10.1109/ICMIC.2016.7804205","DOIUrl":"https://doi.org/10.1109/ICMIC.2016.7804205","url":null,"abstract":"Galerkin's method in the vector Hankel transform domain is used for computing the resonant characteristics of a high Tc superconducting circular disc microstrip antenna. The exact Green's function of the grounded dielectric slab is used to derive an electric field integral equation for the unknown current distribution on the circular disc. Thus, surface waves as well as space wave radiation are included in the formulation. London's equations and the two-fluid model of Gorter and Casimir are used in the calculation of the complex surface impedance of the superconducting circular disc. Galerkin's method is then applied to solve the integral equation where the TM and TE modes of cylindrical cavity with magnetic side walls are used in the expansion of the disk current. Numerical results are found to be in good agreement with the theoretical and experimental data available in the literature. Results showing the effect of the temperature on the resonant frequency and half-power bandwidth of the superconducting circular disc are also given.","PeriodicalId":424565,"journal":{"name":"2016 8th International Conference on Modelling, Identification and Control (ICMIC)","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133484296","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
Optimal placement of different DG units type in distribution networks based on voltage stability maximization and minimization of power losses 基于电压稳定最大化和功率损耗最小化的配电网中不同类型DG机组的优化配置
2016 8th International Conference on Modelling, Identification and Control (ICMIC) Pub Date : 2016-11-01 DOI: 10.1109/ICMIC.2016.7804237
S. Remha, S. Chettih, S. Arif
{"title":"Optimal placement of different DG units type in distribution networks based on voltage stability maximization and minimization of power losses","authors":"S. Remha, S. Chettih, S. Arif","doi":"10.1109/ICMIC.2016.7804237","DOIUrl":"https://doi.org/10.1109/ICMIC.2016.7804237","url":null,"abstract":"In recent years, distributed generation units became attractive due to its technical, economic and environmental benefits. This paper dealt with the optimal placement and sizing of DG units in radial distribution networks. For this purpose, three kinds of this latest have been employed (injection of active power, injection of reactive power and injection of both powers together). Then, a new optimization technique known as: Bat Algorithm is employed using the Total Active Power Losses as a performance index. Investigation was carried out on the standard 33, 69 buses test feeders. Simulation results demonstrate the effectiveness and the robustness of the proposed methodology. Obtained results are compared with recently published work.","PeriodicalId":424565,"journal":{"name":"2016 8th International Conference on Modelling, Identification and Control (ICMIC)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122023865","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
Synchronous P300 based BCI to control home appliances 基于BCI的同步P300控制家用电器
2016 8th International Conference on Modelling, Identification and Control (ICMIC) Pub Date : 2016-11-01 DOI: 10.1109/ICMIC.2016.7804230
N. Bentabet, N. Berrached
{"title":"Synchronous P300 based BCI to control home appliances","authors":"N. Bentabet, N. Berrached","doi":"10.1109/ICMIC.2016.7804230","DOIUrl":"https://doi.org/10.1109/ICMIC.2016.7804230","url":null,"abstract":"Switching the light ON/ OFF are simple actions for most of us, but for the paralyzed, these are challenging tasks. Currently, new technologies, such as Brain Computer Interfaces (BCI), allow the performing of this kind of tasks and integrate disabled people in society, by using their cerebral activity. BCI is a direct communication between the computer and the human brain, without resorting to conventional pathways. BCI allows users to perform different tasks, such as domotic appliances, games, robots, and more. The aim objective of this paper is to develop synchronous based BCI to control domotic appliances extracting features from eventual P300 wave. Three healthy subjects were involved in this study and the results had shown a good interaction between the system and the users, with a 88.66% accuracy. This could enhance the daily life of looked-in syndrome people by allowing them to interact with their environment.","PeriodicalId":424565,"journal":{"name":"2016 8th International Conference on Modelling, Identification and Control (ICMIC)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125135586","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
State feedback with fractional PIλ Dλ control structure for fractional Lü chaos stabilization 分数阶Lü混沌稳定的分数阶PIλ Dλ控制结构状态反馈
2016 8th International Conference on Modelling, Identification and Control (ICMIC) Pub Date : 2016-11-01 DOI: 10.1109/ICMIC.2016.7804252
Karima Rabah, S. Ladaci, M. Lashab
{"title":"State feedback with fractional PIλ Dλ control structure for fractional Lü chaos stabilization","authors":"Karima Rabah, S. Ladaci, M. Lashab","doi":"10.1109/ICMIC.2016.7804252","DOIUrl":"https://doi.org/10.1109/ICMIC.2016.7804252","url":null,"abstract":"This paper focuses on the study of the behavior of the fractional Lü system and chaos suppression using a fractional order proportional integral derivative controller PI<sup>λ</sup>D<sup>λ</sup>. Stability analysis of the nonlinear chaotic system is performed using the bifurcation diagram. Then the fractional order λ is selected by means of a quadratic criterion. We show by numerical simulations that the fractional PI<sup>λ</sup>D<sup>λ</sup> controller provides the best closed loop system performance for stabilizing the problem of unstable fixed point.","PeriodicalId":424565,"journal":{"name":"2016 8th International Conference on Modelling, Identification and Control (ICMIC)","volume":"83 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126194428","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
Optimal of shunt capacitor placement and size in Algerian distribution network using particle swarm optimization 用粒子群算法优化阿尔及利亚配电网并联电容器的位置和尺寸
2016 8th International Conference on Modelling, Identification and Control (ICMIC) Pub Date : 2016-11-01 DOI: 10.1109/ICMIC.2016.7804297
M. Mosbah, R. D. Mohammedi, S. Arif, A. Hellal
{"title":"Optimal of shunt capacitor placement and size in Algerian distribution network using particle swarm optimization","authors":"M. Mosbah, R. D. Mohammedi, S. Arif, A. Hellal","doi":"10.1109/ICMIC.2016.7804297","DOIUrl":"https://doi.org/10.1109/ICMIC.2016.7804297","url":null,"abstract":"The integration of shunts capacitor in the distribution system can have significant effects on the behavior of the system. An improper insertion of this equipment can cause negative impacts, the solution of these impacts requires an optimal location of shunt capacitors with adequate power injected. The main objective of this study is to determine the optimal placement and size so that the maximum annual benefit due to peak power and reduce energy loss, compared to the cost of installation be minimal. So it is necessary to use optimization techniques that we used the Particle Swarm Optimization (PSO) algorithm to solve this problem. The technique has been validated and tested on different types of distribution network including three IEEE standard networks (10 bus, 15 bus and 34 bus) and applied on a real network of Algerian distribution system.","PeriodicalId":424565,"journal":{"name":"2016 8th International Conference on Modelling, Identification and Control (ICMIC)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126566678","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: 17
A new approach to select an optimal PV module model under the outdoor conditions 一种室外条件下光伏组件模型选择的新方法
2016 8th International Conference on Modelling, Identification and Control (ICMIC) Pub Date : 2016-11-01 DOI: 10.1109/ICMIC.2016.7804224
I. H. Mahammed, S. Berrah, A. Arab, Y. Bakelli
{"title":"A new approach to select an optimal PV module model under the outdoor conditions","authors":"I. H. Mahammed, S. Berrah, A. Arab, Y. Bakelli","doi":"10.1109/ICMIC.2016.7804224","DOIUrl":"https://doi.org/10.1109/ICMIC.2016.7804224","url":null,"abstract":"Despite the great development in modeling the I-V characteristics of the PV module, the outdoor conditions variations still the main difficulty to predict its performances. In this work, anew approach proposed to reconstruct the I-V characteristic of a PV module under various real conditions of irradiance and temperature. Based on the characterization tests data, carried out on four different PV modules technologies (monocrystalline silicon, polycrystalline silicon, thin film CIS and amorphous silicon), under semi-arid environment conditions of Ghardaïa site, a developed methodology has been presented. It consists of exploiting a set of the five parameters data versus irradiance and temperature obtained via the five parameters model. The assembled data have been reconstructed via analytical and adaptive neuro-fuzzy inference system (ANFIS) models, for each PV module technology. The reconstructed of five parameters model obtained by ANFIS model give a good precision for all tested PV module types, in comparison to the analytical model.","PeriodicalId":424565,"journal":{"name":"2016 8th International Conference on Modelling, Identification and Control (ICMIC)","volume":" 50","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120834775","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
Human pose recognition and tracking using RGB-D camera 基于RGB-D相机的人体姿态识别与跟踪
2016 8th International Conference on Modelling, Identification and Control (ICMIC) Pub Date : 2016-11-01 DOI: 10.1109/ICMIC.2016.7804168
S. Kahlouche, N. Ouadah, M. Belhocine, Mhamed Boukandoura
{"title":"Human pose recognition and tracking using RGB-D camera","authors":"S. Kahlouche, N. Ouadah, M. Belhocine, Mhamed Boukandoura","doi":"10.1109/ICMIC.2016.7804168","DOIUrl":"https://doi.org/10.1109/ICMIC.2016.7804168","url":null,"abstract":"In this work, we address the problem of human body pose recognition using RGB-D sensor, to perform user tracking by a mobile robot. User's skeleton joints orientations are used in this approach to compute torso joint orientation, which is necessary to distinguish the four poses: Face, Back, Right of Left. In addition, a face recognition method is used to re-identify user when lost from camera field of view. Experiments were carried out to validate proposed methods, and obtained results show that targeted user following can be achieved successfully.","PeriodicalId":424565,"journal":{"name":"2016 8th International Conference on Modelling, Identification and Control (ICMIC)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115199802","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
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