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检索条件"丛书名=Advances in Intelligent Systems and Computing"

共 33564 条记录，以下是2151-2160 订阅

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Research on Improvement Method of RF Phase of Antenna Tracking System

Research on Improvement Method of RF Phase of Antenna Tracki...

引用

International Conference on Cyber Security Intelligence and Analytics (CSIA)

作者： Zou, Haidong Li, Hongmin China Satellite Maritime Tracking & Control Dept Jiangyin Jiangsu Peoples R China

ISBN: (纸本)9783030152352;9783030152345

The sum and difference branch phases of satellite monopulse tracking system are easy to change greatly with the change of geographical location and ambient temperature and humidity, which leads to the performance degradation of servo tracking system. Through the analysis of the principle of monopulse tracking and the realization principle of RF phase calibration system, the basic factors affecting its key performance are found out. Through practical application, the key performance indicators are improved to meet the demand of dynamic conditions.

关键词： Radio frequency Phase calibration Antenna Tracking system

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High Quality Dataset for Machine Learning in the Business Intelligence Domain

High Quality Dataset for Machine Learning in the Business In...

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intelligent systems Conference (IntelliSys)

作者： Franchina, Luisa Sergiani, Federico Hermes Bay Rome Italy Sapienza Univ Rome Appl Social Sci Rome Italy

ISBN: (纸本)9783030295165;9783030295158

This paper is aimed at showing the relevance and importance of high quality dataset in machine learning within the field of economic intelligence. As open source dataset flourish and algorithm are trained with different and often very narrow data of various kind, in the field of economic intelligence it is important to train machines with proper and high value data to avoid or reduce at maximum false positives, errors and biases of various kind. We propone the case study and the solution offered by Bureau Van Dijk, where economic data are carefully evaluated, organized and its API and REST services could matter in the very near future in the field of data mining and machine learning for economic intelligence purposes.

关键词： Data quality Machine learning Data mining Economic and business intelligence

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The Implementation of a Convolutional Neural Network for the Detection of the Transmission Towers Using Satellite Imagery 40th

The Implementation of a Convolutional Neural Network for the...

引用

40th Anniversary International Conference on Information systems Architecture and Technology (ISAT)

作者： Michalski, Pawel Ruszczak, Bogdan Navarro Lorente, Pedro Javier Opole Univ Technol Proszkowska 76 PL-45758 Opole Poland Univ Politecn Cartagena Pl Hosp 1 Cartagena 30202 Spain

ISBN: (纸本)9783030306045;9783030306038

This paper presents the implementation of a supervised machine learning method for the detection of transmission towers. For this purpose, the authors have relied upon satellite images of an object taken at four magnification levels. The data processing was carried out by using a real-time object detection convolutional neural network. The data where the position and a label of the transmission tower were marked manually has been divided into a training, validation and test sets, which were used for later method evaluation. The analysis, that is provided further in the article, covers a network operating within a few alternative training scenarios and within a data which consists of various image magnification levels. It is extended with the discussion on the optimal parameters setting and their influence on the outcome classification. After evaluating several different network configurations using 4944 labelled satellite images, the highest performance obtained using the test set was of an accuracy of 0.9676, a precision of 0.9522, and recall of 0.9361.

关键词： Deep learning Convolutional neural networks Satellite imagery Image processing Overhead high-voltage power lines

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Study on Fluctuation and Regulation of Potato Market Price in China: Based on the View of Stable Crop for the Potato 13th

Study on Fluctuation and Regulation of Potato Market Price i...

引用

13th International Conference on Management Science and Engineering Management (ICMSEM)

作者： Zhang, Qianyou Xu, Xinxin Zhang, Yuanling Zheng, Yuerong Tian, Jinqiu Chengdu Univ Business Sch Chengdu Sichuan Peoples R China Xichang Univ Strateg Res Ctr Stable Crop Potato Xichang 615013 Peoples R China

ISBN: (纸本)9783030212551;9783030212544

By utilizing the monthly potato market price data from 2011 to 2015 and time series model such as X11 seasonal adjustment method and H-P (Hodrick-Prescott) filtering method, this paper analyzes the period and rule of potato market price fluctuation. The study found that the peak of the National Potato Price Index appears around every May, the lowest point appears around every October, the highest and lowest points appear alternately each year. In the past 5 years, the potato price fluctuation in China is large, the fluctuation frequency is high, on the average, the drop of peak and valley variation rate is 42.18%, the average rising month for each cycle is 7.25months, with an average cycle length of 14.25 months.

关键词： Potato Market price Fluctuation cycle Empirical study

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Aedes Entomological Prediction Analytical Dashboard Application for Dengue Outbreak Surveillance 4th

Aedes Entomological Prediction Analytical Dashboard Applicat...

引用

4th International Conference of Reliable Information and Communication Technology (IRICT)

作者： Tan, Yong Keong Ibrahim, Noraini Abd Halim, Shahliza Univ Teknol Malaysia UTM Fac Engn Sch Comp Skudai Malaysia Univ Teknol Malaysia UTM Ctr Engn Educ Skudai Malaysia

ISBN: (纸本)9783030335823;9783030335816

Entomological surveillance is used in majority of the countries around the world. The main objective of this process is to monitor, control and prevent the occurrence of a dengue outbreak. In Malaysia, Entomology and Pest Unit (EPU) from the State Health Office is a local division that is responsible for performing the dengue surveillance operations. There exists human-related risks due to the procedures of predicting cryptic breeding sites and upcoming dengue outbreak locations are done manually. This paper discusses the implementation and results of Aedes Entomological Predictive Analytic Dashboard (AePAD) application. The AePAD multi-platform application provides several features especially historical ovitrap data retrieval and visualization to predict the possible cryptic breeding sites of Aedes mosquitoes and upcoming dengue outbreak locations prediction using Deep Neural Network (DNN). It is hoped that the application will be able to help the EPU team in performing better prevention and strategic control operations, thus enhancing the existing dengue surveillance systems and minimizing future dengue outbreaks in Malaysia.

关键词： Dengue Entomological surveillance Dengue prediction

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Set-Top Box Automated Lip-Reading Controller Based on Convolutional Neural Network

Set-Top Box Automated Lip-Reading Controller Based on Convol...

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10th International Conference on Applied Human Factors and Ergonomics (AHFE) / International Conference on Human Factors and systems Interaction

作者： Lu, Yuanyao Jiang, Haiyang North China Univ Technol Sch Informat Sci & Technol Beijing Peoples R China

ISBN: (纸本)9783030200404;9783030200398

Automated lip reading (ALR) is a new mode of human-computer interaction and can directly recognize the speech content from the lip motion image sequences of the speaker. Using ALR based on convolutional neural network to realize the control of the set-top box to power on/off, change the channel and adjust the volume is a challenging and useful work. The paper uses a coupled three-dimensional convolutional neural network (3D-CNN) architecture that calculates the similarity between the captured lip instruction characteristic image and the standard image after training. We identify the control commands, change the channel and adjust the volume to achieve new control mode for set-top boxes. The experimental accuracy of lip-reading recognition is obviously improved compared to other similar methods. We are making a meaningful exploration for the practical use of ALR and our results and application experience can be easily extended to other machines and smart home systems.

关键词： Automated lip-reading Set-top box Convolutional neural network Human-computer interaction

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A Proposed Gene Selection Approach for Disease Detection 1

引用

2nd International Conference on Computational Intelligence in Pattern Recognition (CIPR)

作者： Sah, Anushree Choudhury, Tanupriya Rawat, Saurabh Tripathi, Amrendra Univ Petr & Energy Studies Dehra Dun Uttarakhand India Graph Era Univ Dehra Dun Uttarakhand India

ISBN: (数字)9789811524493

ISBN: (纸本)9789811524493;9789811524486

Development and advancement of medicinal field are the major motivations of research. The need of having an accurate early prediction, diagnosis, and detection of disease for humankind is the other motivation. Traditional approaches of disease classification use very limited information, and experience of diagnosis is lacking. Few doctors in a small hospital would be able to diagnose critical disease based on their experience, and when it comes to disease like cancer, where time and experience is very critical, it becomes important to get the right diagnosis done at the right time by experienced and trained system or doctors. If the diagnosis/treatment is provided on time (i.e., within the golden hour), then saving a patient would be an easier and more promising task.

关键词： Cancer prediction Gene expression Microarray Soft computing

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Analyses of Reliability and Validity of Internet Sources 2nd

Analyses of Reliability and Validity of Internet Sources

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22nd International Conference on Interactive Collaborative Learning (ICL) / 48th IGIP International Conference on Engineering Pedagogy - Impact of the 4th Industrial Revolution on Engineering Education

作者： Simonics, Istvan Obuda Univ Trefort Agoston Ctr Engn Educ Budapest Hungary

ISBN: (纸本)9783030402716;9783030402709

At our university, we have been educating engineer teachers for more than 40 years and mentor teachers for 9 years. Mentor teachers can support the preparation process of our engineering teacher students in secondary vocational schools by coaching their teaching practice. In 2018, we had organized a survey to measure the presentation skill of mentor teachers and how they can use it in the teaching-learning process. For the survey, we had elaborated a questionnaire. The purpose of the questionnaire was to survey in four parts the presentation skill of mentor teachers. In the first part, we studied their personal data: age, sex, area of teaching, type of school of work. In the second part, we involved questions about the preparedness of their presentation skill, whether they had learnt educational technology at university in the teacher training period, how they had learnt to make presentations, if they knew the basic rules of editing presentations. In the third part, we were interested in managing resources for editing presentations. In the fourth part, we measured the application of presentations in their teaching-learning process. This paper focuses only on part 3, where we measured what kind of sources they use for the preparation of presentations, and whether they analyze the reliability and validity of Internet sources. We elaborated a hypothesis: Generally, it is only in few cases that teachers analyze the reliability and validity of Internet sources when they select information and apply them. In this study, we described the analyses of reliability and validity of Internet resources used for preparation of presentations. The application of Internet resources needs prudential work. Each time, we have to check the reliability of the applied data, prepare ourselves for the presentation, keep to the rules of citing, avoid plagiarism, and decide if we need to ask a specialist for improving.

关键词： Presentation skill Engineer teacher training Mentor teaching Practical training Learning pedagogy

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Analysis and Research on Speech Enhancement Algorithms for Mobile Communication

Analysis and Research on Speech Enhancement Algorithms for M...

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International Conference on Cyber Security Intelligence and Analytics (CSIA)

作者： Wang, Chunli Wang, Quanyu Lanzhou Jiaotong Univ Dept Elect & Informat Engn Lanzhou Gansu Peoples R China

ISBN: (纸本)9783030152352;9783030152345

In order to solve the problems of noise interference in mobile phone microphone array, the traditional algorithms and blind source separation algorithms are compared and analyzed to enhance the mobile speech. Under the conditions of unknown mobile communication environment, the blind source separation algorithm is adopted to solve the problem. The mixed matrix is derived from the observed signal and the needed source signal is obtained by the inverse matrix. The separation effect is good and the intelligibility of the separated speech is high.

关键词： Microphone array Blind source separation Mixing matrix Intelligibility

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Data Leakage Prevention and Detection Techniques Using Internet Protocol Address 3rd

Data Leakage Prevention and Detection Techniques Using Inter...

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3rd International Conference on intelligent computing and Communication (ICICC)

作者： Rani, A. Jaya Mabel Priya, G. Vishnu Velmurugan, L. Krishnan, V. Vamsi Jeppiaar Maamallan Engn Coll Dept Comp Sci & Engn Sriperumpudur India

ISBN: (纸本)9789811510847;9789811510830

A data breach is the intentional or inadvertent exposure of confidential information to unauthorized users. In the digital world, data has become most important thing in enterprise. Data leaks provide serious threat to organizations, financial, and reputation of the company. As the data growing exponentially and data breaches are also increasing, detecting, and preventing data leaks become most one of the security concerns for company. Here we use the IP address to identify the users and hackers and administrator looks for the users IP address and block Hackers IP address so that data leakage is not possible from a third party. Hackers try to acquire information through SQL injection and our paper suggests a way to prevent it. This paper helps to detect and prevent the data breach while sharing the data with the consumer and improve the probability of preventing the unauthorized users while sharing the data.

关键词： Data breach Confidential information IP address SQL injection Detecting and preventing data leaks

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