2019 IEEE 13th International Conference on Application of Information and Communication Technologies (AICT)最新文献_第3页

Hardware TOTP tokens with time synchronization 具有时间同步的硬件TOTP令牌

2019 IEEE 13th International Conference on Application of Information and Communication Technologies (AICT) Pub Date : 2019-10-01 DOI: 10.1109/AICT47866.2019.8981762

Emin Huseynov, J. Seigneur

引用次数: 2

E-Education as a New Education Paradigm: Case of Azerbaijan 电子教育作为一种新的教育范式:以阿塞拜疆为例

2019 IEEE 13th International Conference on Application of Information and Communication Technologies (AICT) Pub Date : 2019-10-01 DOI: 10.1109/AICT47866.2019.8981791

T. Aliyeva, U. Rzayeva

引用次数: 2

[Copyright notice] (版权)

2019 IEEE 13th International Conference on Application of Information and Communication Technologies (AICT) Pub Date : 2019-10-01 DOI: 10.1109/aict47866.2019.8981716

引用次数: 0

FPGA Based Step Motor Control For Solar Panels 基于FPGA的太阳能板步进电机控制

2019 IEEE 13th International Conference on Application of Information and Communication Technologies (AICT) Pub Date : 2019-10-01 DOI: 10.1109/AICT47866.2019.8981722

G. Tatar, S. Bayar, Muhammet Alkan

{"title":"FPGA Based Step Motor Control For Solar Panels","authors":"G. Tatar, S. Bayar, Muhammet Alkan","doi":"10.1109/AICT47866.2019.8981722","DOIUrl":"https://doi.org/10.1109/AICT47866.2019.8981722","url":null,"abstract":"This work demonstrates the application and operation principle of a stepper motor to enable the rotation of solar panels using an FPGA-based Basys3 circuit board coded with the Very High Speed Integrated Circuit Hardware Description Language (VHDL). Step motors are used for the solar panels to follow the sun both vertically (Elevation) and horizontally (Azimuth). The calculation actualized on FPGA permits a considerable abatement of the equal preparing time created by various speed controllers. Speed control of the system was made using VHDL code, Register Transfer Level (RTL) digital hardware structure was created with this code block. To obtain delayed pulse duration applied to the motor, the 50 MHz oscillator frequency provided by the Basys-3 card is divided into lower frequencies ranging from 2 to 10 ms [1] [2]. In this case, the angle of rotation, direction and speed of the motor changes according to the position of the sun. The biggest advantage of using FPGAs instead of a discrete digital component (micro-controllers with active components) in such applications is that they are made very fast and coarse changes during design and that the whole design is achieved as a single buried system. The total programmable hardware structure (utilization of FPGA capacity) used for this project is almost 5% of the total source. All framework takes a shot at an inserted framework without a PC interface.","PeriodicalId":329473,"journal":{"name":"2019 IEEE 13th International Conference on Application of Information and Communication Technologies (AICT)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123864206","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

Impact of Feature Selection Methods on the Perfromance of Credit Risk Classification Algorithms 特征选择方法对信用风险分类算法性能的影响

2019 IEEE 13th International Conference on Application of Information and Communication Technologies (AICT) Pub Date : 2019-10-01 DOI: 10.1109/AICT47866.2019.8981771

N. P. Singh, Devender Singh

{"title":"Impact of Feature Selection Methods on the Perfromance of Credit Risk Classification Algorithms","authors":"N. P. Singh, Devender Singh","doi":"10.1109/AICT47866.2019.8981771","DOIUrl":"https://doi.org/10.1109/AICT47866.2019.8981771","url":null,"abstract":"This paper presents ensembling of filter features selection algorithms for classification problem in the context of assessment of risk of credit for a financial institution. Feature selection is one of the most important aspect of data mining, and machine learning algorithm. The main objective of feature selection is reduction in computing resources, reduction in future data collection cost, reducing complexities of the model, avoiding overfitting, and increasing the performance of machine learning algorithms. In this paper the set of available variables are firstly reduced using filter feature selection methods such as chi- square, gain ratio, information gain, relief F, and symmetric uncertainly. In addition, ensemble feature selection of the input variables based on these individual methods is also used. The impact of feature selection is measured by fitting seven classification algorithms, i.e., Random Forest, C4.5, PART, C5.0, Bagging, Boosting, and SVM Linear. The performance of the models is compared by calculating parameters such as accuracy, sensitivity, specificity, positive predictive values, negatively predictive values, and AUC. The data used is German bank data of 1000 records and 20 features and one target variable","PeriodicalId":329473,"journal":{"name":"2019 IEEE 13th International Conference on Application of Information and Communication Technologies (AICT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130462825","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

Adaptive Neuro-Fuzzy System based Color Closeness Evaluation 基于自适应神经模糊系统的色彩贴近度评价

2019 IEEE 13th International Conference on Application of Information and Communication Technologies (AICT) Pub Date : 2019-10-01 DOI: 10.1109/AICT47866.2019.8981753

K. Aida-zade, J. Hasanov

引用次数: 1

Algorithm Diagnosis of Anemia on the basis of the Method of the Synthesis of the Decisive Rules 基于决策规则综合法的贫血诊断算法

2019 IEEE 13th International Conference on Application of Information and Communication Technologies (AICT) Pub Date : 2019-10-01 DOI: 10.1109/AICT47866.2019.8981766

Indira Uvaliyeva, S. Belginova, S. Rustamov, Aigerim Ismukhamedova

引用次数: 4

Automation of Heat Supply in Greenhouse with Usage of the Renewable Heat Sources on the Basis of Fuzzy Logic Simulation Technics 基于模糊逻辑仿真技术的温室可再生热源供热自动化

2019 IEEE 13th International Conference on Application of Information and Communication Technologies (AICT) Pub Date : 2019-10-01 DOI: 10.1109/AICT47866.2019.8981726

S. T. Huseynov

引用次数: 0

Adaptive Log-Files Transmission Subsystem in Distributed Robot Network 分布式机器人网络中的自适应日志文件传输子系统

2019 IEEE 13th International Conference on Application of Information and Communication Technologies (AICT) Pub Date : 2019-10-01 DOI: 10.1109/AICT47866.2019.8981783

Dmitry S. Kalinin, A. A. Dyumin

引用次数: 0

The Hybrid Deep Learning GMDH-neo-fuzzy Neural Network and Its Applications 混合深度学习gmdh -neo-模糊神经网络及其应用

2019 IEEE 13th International Conference on Application of Information and Communication Technologies (AICT) Pub Date : 2019-10-01 DOI: 10.1109/AICT47866.2019.8981725

Y. Zaychenko, Galib Hamidov

引用次数: 3