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Journal of Intelligent Systems with Applications最新文献

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Variation of the Spiking Dynamics of a Hodgkin-Huxley Neuron with an Electrical Autaptic Connection Under Ion Channel Blocking 离子通道阻断下具有电自适应连接的霍奇金-赫胥黎神经元的尖峰动力学变化
Journal of Intelligent Systems with Applications Pub Date : 2019-12-27 DOI: 10.54856/jiswa.201912079
Rukiye Uzun, M. Ozer
{"title":"Variation of the Spiking Dynamics of a Hodgkin-Huxley Neuron with an Electrical Autaptic Connection Under Ion Channel Blocking","authors":"Rukiye Uzun, M. Ozer","doi":"10.54856/jiswa.201912079","DOIUrl":"https://doi.org/10.54856/jiswa.201912079","url":null,"abstract":"In this paper, we investigate how the blockage of potassium and sodium ion channels embedded in membranes affects the spiking dynamics of a Hodgkin-Huxley neuron model owing autaptic connection. We consider an electrical autapse expressed by its coupling strength and delay time. It is found that the spiking behavior of the neuron becomes more ordered with the increment of autaptic conductance regardless of the ion channel block level. Furthermore, it is obtained that the blockage of potassium and sodium ion channels influences differently to the spiking regularity of the neuron. Potassium ion channel blockage promotes regularity, whereas sodium ion channel blockage destroys.","PeriodicalId":112412,"journal":{"name":"Journal of Intelligent Systems with Applications","volume":"76 2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113996923","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
Plant Implementation for Wireless Remote Control 无线远程控制的工厂实现
Journal of Intelligent Systems with Applications Pub Date : 2019-05-02 DOI: 10.54856/jiswa.201905062
Hakan Eser, Mehmet Ali Dincer, Y. Isler
{"title":"Plant Implementation for Wireless Remote Control","authors":"Hakan Eser, Mehmet Ali Dincer, Y. Isler","doi":"10.54856/jiswa.201905062","DOIUrl":"https://doi.org/10.54856/jiswa.201905062","url":null,"abstract":"In this study, a platform to develop remote control appliactions via bluetooth communication by using general purpose microcontroller boards and Adroid-based devices was designed. This system was designed to integrate easily into all kind of devices that was developed by students or manufacturers in especially biomedical area. In addition, it has an Android application. It is possible to transmit control statements wirelessly from a microcontroller board or an Android-based device to another microcontroller board via bluetooth. On the client-side board, there are PWM-driven led illumination control, servo motor control and four on-off relay controls. The implemented system is designed to use easily for educational purposes. Time saving from sofware design applications is aimed in this study.","PeriodicalId":112412,"journal":{"name":"Journal of Intelligent Systems with Applications","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120902582","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
Smart Suit Design For Military 智能军装设计
Journal of Intelligent Systems with Applications Pub Date : 2019-05-02 DOI: 10.54856/jiswa.201905064
Burak Sakaci, T. Yıldırım
{"title":"Smart Suit Design For Military","authors":"Burak Sakaci, T. Yıldırım","doi":"10.54856/jiswa.201905064","DOIUrl":"https://doi.org/10.54856/jiswa.201905064","url":null,"abstract":"In this study, a system was established to provide interactive communication among the 9 military personnel through the equipment installed in their bodies. This communication is also provided so that it can be viewed by a specific central base and intervened if necessary. Interpretation of the realized cyber-physical system data is aimed at preventing the existing problems.","PeriodicalId":112412,"journal":{"name":"Journal of Intelligent Systems with Applications","volume":"81 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126004657","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
Autonomous Navigation Algorithm for RoboCup RRL Maneuvering 2 Field RoboCup RRL机动场自主导航算法
Journal of Intelligent Systems with Applications Pub Date : 2019-05-02 DOI: 10.54856/jiswa.201905060
M. B. Dilaver, Furkan Çakmak, E. Uslu, N. Altuntas, M. Amasyali, S. Yavuz
{"title":"Autonomous Navigation Algorithm for RoboCup RRL Maneuvering 2 Field","authors":"M. B. Dilaver, Furkan Çakmak, E. Uslu, N. Altuntas, M. Amasyali, S. Yavuz","doi":"10.54856/jiswa.201905060","DOIUrl":"https://doi.org/10.54856/jiswa.201905060","url":null,"abstract":"The goal of this project is to develop a robot platform which can autonomously accomplish the track named Maneuvering 2 of the Real Rescue Robot League of one of the most important robotics contest of the world, RoboCup. The mentioned track is made for ground robots. Robots that compete in this track should move on rays which have a contact area that has 5 cm width with their wheels and tracks. Robots may fall when they slide left or right for 5 cm. Because of competition rules, this situation causes competitors to go to the starting point and lose the score that they've earned in this ?eld until that time. Competitors may use the color difference between rays and grounds. The robot platform which is used in this study, is built on ROS framework. Movement commands are produced using the images that are taken by multiple cameras which are on the robot. OpenCV library is used to process these images. In addition to images that are taken by camera, IMU is used in the middle platform where the pass between two rays is made. The software components that generated as a result of this study can be used in a ROS installed robot platform, which had the similar sensors on it, without making any extra development.","PeriodicalId":112412,"journal":{"name":"Journal of Intelligent Systems with Applications","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115800365","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
Metaheuristics Based Clustering Algorithms on Document Clustering 基于元启发式的文档聚类算法
Journal of Intelligent Systems with Applications Pub Date : 2019-05-02 DOI: 10.54856/jiswa.201905059
Aytuğ Onan
{"title":"Metaheuristics Based Clustering Algorithms on Document Clustering","authors":"Aytuğ Onan","doi":"10.54856/jiswa.201905059","DOIUrl":"https://doi.org/10.54856/jiswa.201905059","url":null,"abstract":"Cluster analysis is an important exploratory data analysis technique which divides data into groups based on their similarity. Document clustering is the process of employing clustering algorithms on textual data so that text documents can be retrieved, organized, navigated and summarized in an efficient way. Document clustering can be utilized in the organization, summarization and classification of text documents. Metaheuristic algorithms have been successfully utilized to deal with complex optimization problems, including cluster analysis. In this paper, we analyze the clustering quality of five metaheuristic clustering algorithms (namely, particle swarm optimization, genetic algorithm, cuckoo search, firefly algorithm and yarasa algorithm) on fifteen text collections in term of F-measure. In the empirical analysis, two conventional clustering algorithms (K-means and bi-secting k-means) are also considered. The experimental analysis indicates that swarm-based clustering algorithms outperform conventional clustering algorithms on text document clustering.","PeriodicalId":112412,"journal":{"name":"Journal of Intelligent Systems with Applications","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133110328","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
Analysis of the Effects of Control Parameters Variation of ABC Algorithm Used in Filter Bank Design on the Performance ABC算法在滤波器组设计中控制参数变化对性能的影响分析
Journal of Intelligent Systems with Applications Pub Date : 2019-05-02 DOI: 10.54856/jiswa.201905067
Gokcen Ozdemir, N. Karaboga
{"title":"Analysis of the Effects of Control Parameters Variation of ABC Algorithm Used in Filter Bank Design on the Performance","authors":"Gokcen Ozdemir, N. Karaboga","doi":"10.54856/jiswa.201905067","DOIUrl":"https://doi.org/10.54856/jiswa.201905067","url":null,"abstract":"In this work, Cosine Modulated Filter Bank (CMFB) is designed using Artificial Bee Colony (ABC) Algorithm. In heuristic algorithms, one of the important factors affecting the performance of the algorithm is to determine the control parameters of the algorithm. The performance of the designed filter bank is investigated according to the change in the control parameters of the ABC Algorithm. The effects on the filter bank performance parameters of the change in the control parameters are detailed.","PeriodicalId":112412,"journal":{"name":"Journal of Intelligent Systems with Applications","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131037643","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
Wind Energy System Design with PSCAD and The Effect of Pitch Control 基于PSCAD的风能系统设计及俯仰控制效果
Journal of Intelligent Systems with Applications Pub Date : 2019-05-02 DOI: 10.54856/jiswa.201905061
Erhan Tuncel, E. Yıldırız
{"title":"Wind Energy System Design with PSCAD and The Effect of Pitch Control","authors":"Erhan Tuncel, E. Yıldırız","doi":"10.54856/jiswa.201905061","DOIUrl":"https://doi.org/10.54856/jiswa.201905061","url":null,"abstract":"Intelligent control systems are needed for stable and safe operation at variable wind speeds in wind energy systems that have been heavily invested in our country in recent years. The success of these control systems in wind energy systems established with large investments is tested by simulation programs. In this study, the influence of the pitch control system on the overall system stability for two different wind speeds in the 3 MVA power system created by the PSCAD simulation program is investigated.","PeriodicalId":112412,"journal":{"name":"Journal of Intelligent Systems with Applications","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125484652","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
Error Reduction In The Vehicle Wheel Rim Packaging With Image Processing And ANN 基于图像处理和人工神经网络的汽车轮辋包装误差减小
Journal of Intelligent Systems with Applications Pub Date : 2019-05-02 DOI: 10.54856/jiswa.201905069
Gokhan Gokay, T. Yıldırım
{"title":"Error Reduction In The Vehicle Wheel Rim Packaging With Image Processing And ANN","authors":"Gokhan Gokay, T. Yıldırım","doi":"10.54856/jiswa.201905069","DOIUrl":"https://doi.org/10.54856/jiswa.201905069","url":null,"abstract":"The product quality is provided by the product control companies during the period from the initial phase. Of manufacturing to packaging in many companies. In this study, it is aimed to carry out product control with an image processing based algorithm to prevent model mixes that are loaded on pallets to be packed and cargoed while being controlled by the operators according to the rim models. In the method, a camera located at a height of 5 meters from the ground is used, and the features of the rims in the ground are extracted trained by using artificial neural networks. Attempted to prevent mixing in the backplane.","PeriodicalId":112412,"journal":{"name":"Journal of Intelligent Systems with Applications","volume":"77 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130619550","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
Full-Wave Simulation-Based Phasing Characteristics of Microstrip Patches for Reflectarray Optimization with Neural Network 基于全波仿真的微带贴片相位特性神经网络反射面优化
Journal of Intelligent Systems with Applications Pub Date : 2019-05-02 DOI: 10.54856/jiswa.201905055
Mahdi Ranjbar Moule, P. Mahouti, F. Gunes, M. A. Belen
{"title":"Full-Wave Simulation-Based Phasing Characteristics of Microstrip Patches for Reflectarray Optimization with Neural Network","authors":"Mahdi Ranjbar Moule, P. Mahouti, F. Gunes, M. A. Belen","doi":"10.54856/jiswa.201905055","DOIUrl":"https://doi.org/10.54856/jiswa.201905055","url":null,"abstract":"Microstrip reflectarray antennas (RAs) are able to provide equivalent performance of a traditional parabolic reflector, but with simple and light electromagnetic and mechanical structures; this can be achieved by an effective control of the phase response of each microstrip element on the reflecting surface. Thus the main problem is the fast and accurate modelling of the unit microstrip patch to be used in the array optimization. Since using simulators in the optimization procedure is computationally very ineffective, herein artificial intelligence is used as a rapid and accurate tool for characterization of the reflection angle of the microstrip unit element in terms of its geometry, substrate parameters and frequency. For this purpose, modelling of Omega shaped patch within the X-band is considered using Multilayer Perceptron (MLP) neural network trained the 3D CST microwave Studio simulator data. Validation of the MLP model is also worked out successfully with the 3D CST data. Thus a continuous function is obtained for the reflection angle in the geometry, substrate and frequency domain of the microstrip patch unit element that ensures the reflectarray optimization procedure as fast as using the analytical functions and as accurate as the 3D simulators. In the paper, full-wave simulation- based MLP modelling of the omega shaped microstrip patch is given in details.","PeriodicalId":112412,"journal":{"name":"Journal of Intelligent Systems with Applications","volume":"296 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114327976","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
Mobile Based Traffic Offences Report System 移动交通违例报告系统
Journal of Intelligent Systems with Applications Pub Date : 2019-05-02 DOI: 10.54856/jiswa.201905051
Alperen Aksoy, Celal Ozturk
{"title":"Mobile Based Traffic Offences Report System","authors":"Alperen Aksoy, Celal Ozturk","doi":"10.54856/jiswa.201905051","DOIUrl":"https://doi.org/10.54856/jiswa.201905051","url":null,"abstract":"Nowadays, interactive systems are using most of the government institutions very actively. Especially, branches such as medical and tax payment are using this systems successfully but we realize that so far only few people interest develop mobile application for security branch and this factor has been the biggest factor in improving our project. This project consist of two modules. In e-Report module, citizens can login with their Turkish Republic identity number and e-Government system password. After login they can make a report for crimes. For crime which can be provable with photograph(ex. wrong parking), they can making report by only taking photo via our application is enough. Date, time and location information are getting automatically from their device and our server. In e-Approve module, only police officers can login with their enrollment number and password. After login they assess notices from coming e-Notice module and approve punishment or reject. This module also have some statistical data(ex. The most sensitive city etc.) and easily reachable when they want.","PeriodicalId":112412,"journal":{"name":"Journal of Intelligent Systems with Applications","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123334555","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
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