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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2221-2230 订阅

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A Fuzzy-Based System for Decision of Sightseeing Spots Considering Different Conditions 13th

A Fuzzy-Based System for Decision of Sightseeing Spots Consi...

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13th International Conference on Innovative Mobile and Internet Services in Ubiquitous computing (IMIS)

作者： Liu, Yi Barolli, Leonard Fukuoka Inst Technol FIT Dept Languages & Informat Syst Higashi Ku 3-30-1 Wajiro Higashi Fukuoka 8110295 Japan

ISBN: (纸本)9783030222635;9783030222628

Discovering and recommending points of interest are drawing more attention to meet the increasing demand from personalized tours. In this paper, we propose and evaluate a new fuzzy-based system for decision of sightseeing spots considering different conditions. In our system, we considered four input parameters: Current Number of People (CNP), Air Quality (AQ), Ambient Humidity (AH) and Noise Levle (NL) to decide the sightseeing spots Visit or Not Visit (VNV). We evaluate the proposed system by computer simulations. From the simulations results, we conclude that when CNP and AQ are increased, the VNV is increased and when the AH is about 50%, the VNN is the best. But when NL is increased, the PR is decreased. The simulation results have shown that the proposed system has a good performance and can choose good sightseeing spots.

关键词： Air quality

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Effect of Slip Velocity on a Ferrofluid-Based Longitudinally Rough Porous Plane Slider Bearing 8th

Effect of Slip Velocity on a Ferrofluid-Based Longitudinally...

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8th International Conference on Soft computing for Problem Solving (SocProS)

作者： Munshi, Mohmmadraiyan M. Patel, A. R. Deheri, G. M. Gujarat Technol Univ Alpha Coll Engn & Technol Kalol 382721 Gujarat India Gujarat Technol Univ Vishwakarma Govt Engn Coll Ahmadabad 382424 Gujarat India Sardar Patel Univ Vallabh Vidyanagar 388120 Gujarat India

ISBN: (纸本)9789811500350;9789811500343

This paper studies the changes on a Ferrofluid (FF)-based longitudinally rough porous plane slider bearing (PSB) caused by the slip velocity (SV). The impact of magnetic fluid (MF) lubrication has been analyzed by using the Neuringer and Rosensweig model. The changes exerted by longitudinal roughness have been studied using the stochastic averaging model of Christensen and Tonder. The effects of SV are calculated by using the slip model of Beavers-Joseph. The pressure distribution (PD) expression has been calculated by solving the related nondimensional Reynolds' type equation. These calculations have been used to calculate the load carrying capacity (LCC). According to the results, LCC increases due to MF lubricant. The surface roughness, on the other hand, has a negative impact on the performance. The same goes for the SV. However, it has been found that these adversities caused by surface roughness, SV, and porosity can be partially neutralized by the positive impact of magnetization, though it can be said that SV in general decreases the bearing performance.

关键词： Slip velocity Magnetic fluid Load carrying capacity

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Using Fuzzy Cognitive Map Approach for Assessing Cybersecurity for Telehealth Scenario 8th

Using Fuzzy Cognitive Map Approach for Assessing Cybersecuri...

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World Conference on Information systems and Technologies (WorldCIST)

作者： Poleto, Thiago Paiva de Oliveira, Rodrigo Cleiton Bentes da Silva, Ayara Leticia Heuer de Carvalho, Victor Diogho Univ Fed Para Belem Para Brazil Univ Fed Alagoas Delmiro Gouveia Brazil

ISBN: (纸本)9783030456900;9783030456917

Health organizations are investing in the development of telehealth systems to expand advances in health care to the homes of the Brazilian population. The adoption of telehealth aims to broaden basic monitoring and promote access to health services. Telehealth systems present a confidential data set containing patient health history, medication prescriptions, and medical diagnostics. However, in Brazil, there are no cybersecurity studies to address factors that impact patient manipulation and data transfer. Understanding cybersecurity impacts is critical for telehealth development strategies. The research reported here used several factors related to cyberattacks and cybersecurity vulnerabilities, combined with the approach to Fuzzy Cognitive Maps (FCMs), to identify the links between these elements. An evaluation using FCMs has proven to be able to describe the complexity of the system by providing an appropriate visual tool for staff to develop planning. The experimental results of the study contributed to supporting cybersecurity improvements in telehealth.

关键词： Telehealth Cybersecurity Cyberattacks Fuzzy Cognitive Maps

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Predicting Student Retention Among a Homogeneous Population Using Data Mining 5th

Predicting Student Retention Among a Homogeneous Population ...

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5th International Conference on Advanced intelligent systems and Informatics (AISI)

作者： Bilquise, Ghazala Abdallah, Sherief Kobbaey, Thaeer Higher Coll Technol Dubai U Arab Emirates British Univ Dubai Dubai U Arab Emirates

ISBN: (纸本)9783030311292;9783030311285

Student retention is one of the biggest challenges facing academic institutions worldwide as it does not only affects the student negatively but also hinders institutional quality and reputation. In this paper, we use classification techniques to predict retention at an academic institution based in the Middle East. Our study relies solely on pre-college and college performance data available in the institutional database to predict dropouts at an early stage. We built a predictive model to study retention until graduation and compare the performance of five standard algorithms and five ensemble algorithms in effectively predicting dropouts as early as possible. The results showed that ensemble predictors outperform standard classification algorithms by effectively predicting dropouts using enrollment data with an Area Under the Curve (AUC) of 88.4%.

关键词： Data mining Retention Dropout Attrition Higher education

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Comparative Analysis of Salt and Pepper Removal Techniques for Binary Images 1

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3rd International Conference on Advanced computing and intelligent Engineering (ICACIE)

作者： Rani, Usha Kaur, Amandeep Josan, Gurpreet Punjabi Univ Univ Coll Ghanaur Patiala Punjab India Cent Univ Punjab Dept Comp Sci & Technol Bathinda Punjab India Punjabi Univ Dept Comp Sci Patiala Punjab India

ISBN: (数字)9789811510816

ISBN: (纸本)9789811510816;9789811510809

Binarization is the most important step in the OCR system that converts the gray level or colored images into bi-level form. In the case of degraded images, results after binarization mostly contain noises. Salt and pepper noise of different sizes is the most prevalent noise in binary images. For the better results of OCR process, it is necessary to denoise image before proceeding to the next stage. This paper conducts experiments with different existing salt and pepper noise removal methods such as median filter-based techniques and kFill algorithm-based techniques for binary document images. The statistical measures, namely, PSNR, SSIM, and EPI are used to evaluate the performance.

关键词： Salt and pepper noise Degraded documents Median filter kFill filter

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Adaptive MOOC Supports the Elicitation of Learners' Preferences 1

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2nd International Conference on Advanced intelligent systems for Sustainable Development (AI2SD)

作者： Naji, Khadija Abdelali, Ibriz Sidi Mohamed Ben Abdellah Univ Transmiss & Informat Proc Lab BP 2626 Fes Morocco

ISBN: (数字)9783030366537

ISBN: (纸本)9783030366537;9783030366520

Given higher education in Morocco suffers from the increasing number of students in institutions with open access policy, the issue of language and communication, the heterogeneous academic level of students, the inability to adapt schedules for students, the evolution of new technologies, etc., innovative pedagogy has become a necessity to address these challenges. Additionally, new modes of adaptive learning need to be designed to develop innovative training programs. Many authors agree that "innovation in pedagogy concerns everything that is not part of formal education" (Lison et al. 2014). In 2016, the Ministry of National Education, Vocational Training, Higher Education and Scientific Research in collaboration with GIP FUN MOOC, and the French Embassy signed an agreement to establish a platform MUN "Morocco Digital University". The purpose of the agreement is to encourage Moroccan Universities to develop Massive Open Online Courses (MOOCs), Small Private Online Courses (SPOCs), and other forms of online courses and to reinforce partnership with French Universities in e-learning. MOOCs were developed in 2008, and after four years of operation, the New York Times considered 2012 "The year of the MOOC". Since then, new features of MOOCs have motivated decision makers in higher education from across the world to create a number of online courses in their institutions. However, the weakness of MOOCs as a pedagogical innovation is the high dropout rate. Despite being massive courses, of thousands of enrollees, 50% quit after one week, 10% finish the course after completing all the modules, and only 4% obtain a certificate (Perna et al, Life Cycle of a Million MOOC Users. MOOC Research ***, Texas, 2013). Given MOOCs are large-scale learning platforms that have failed to meet learners' individual needs, considering this innovative pedagogy effective enough is conditional on adapting instruction to enhance student learning, learner's characteristics, f

关键词： E-learning MOOC Abandon Adaptive MOOC Higher education

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Design and Implementation of an Automatic Scanning Tool of SQL Injection Vulnerability Based on Web Crawler 2nd

Design and Implementation of an Automatic Scanning Tool of S...

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2nd International Conference on Security with intelligent computing and Big-data Services (SICBS)

作者： Lei, Xiaochun Qu, Jiashi Yao, Gang Chen, Junyan Shen, Xin Guilin Univ Elect Technol Sch Comp Sci & Informat Secur Guilin Guangxi 541004 Peoples R China Guilin Univ Elect Technol Guangxi Cooperat Innovat Ctr Cloud Comp & Big Dat Guilin Guangxi 541004 Peoples R China Guilin Univ Elect Technol Guangxi Coll & Univ Key Lab Cloud Comp & Complex Guilin Guangxi 541004 Peoples R China Guilin Univ Elect Technol Guangxi Coll & Univ Key Lab Intelligent Proc Comp Guilin Guangxi 541004 Peoples R China Guilin Univ Elect Technol Guangxi Key Lab Trusted Software Guilin Guangxi 541004 Peoples R China

ISBN: (纸本)9783030169466;9783030169459

An automatic detection tool for SQL injection vulnerability based on web crawler is designed and implemented. By studying the characteristics of various web application vulnerabilities, the causes and detection methods of SQL injection vulnerabilities are analyzed in detail. In addition, functions such as URL (Uniform Resource Locator) optimization and similarity determination are added to each module's characteristics, so that the vulnerabilities can be scanned more accurately and quickly. The tool can automatically explore the target based on web crawler framework. After testing, it is proved that the scanning tool can effectively detect potential SQL injection security vulnerabilities in a website.

关键词： Web crawler SQL injection Automatic scanning

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Importance of Data Standardization Methods on Stock Indices Prediction Accuracy 1

引用

3rd International Conference on Advanced computing and intelligent Engineering (ICACIE)

作者： Kumari, Binita Swarnkar, Tripti Siksha O Anusandhan Deemed Univ Dept Comp Sci & Engn Bhubaneswar Odisha India Siksha O Anusandhan Deemed Univ Dept Comp Applicat Bhubaneswar Odisha India

ISBN: (数字)9789811510816

ISBN: (纸本)9789811510816;9789811510809

Stock market indices prediction has drawn huge attention due to its impact on economic stability. Accurate stock market indices prediction is highly essential to reduce the risk associated with it so as to decide good investment strategies. To acknowledge exact prediction, different strategies have been attempted, amid which the machine learning techniques have pinched consideration and been refined achieving extraordinary results in applying machine learning approaches. In our study, we have adopted Support Vector Machine (SVM) for stock market forecasting due to its capacity to deal with risk. SVM in forecasting requires some preliminary works on the data and one of them is standardization. In this study, we analyze four normalization techniques and their influence on the forecasting results. The investigation demonstrates high affectability of the regularly utilized strategies to input information standardization calculations and shows the requirement for a wary way to deal with the outcomes achieved by them.

关键词： Input data standardization Support vector machines Stock market indices

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Robotic Knitting in String Art as a Tool for Creative Design Processes 28th

Robotic Knitting in String Art as a Tool for Creative Design...

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28th International Conference on Robotics in Alpe-Adria-Danube Region (RAAD)

作者： Jovanovic, Marko Vucic, Marko Tepavcevic, Bojan Rakovic, Mirko Tasevski, Jovica Univ Novi Sad Fac Tech Sci Trg Dositeja Obradovica 6 Novi Sad Serbia

ISBN: (纸本)9783030196486;9783030196479

The application of industrial robots in creative industries has shown great potential in the last decade. The interpretation of images as tangible and artistic works of art is depicted with various elements and techniques. The usage of a continuous piece of string allows for the design process to explore different methods of achieving comprehensible images in the form of string art. With different computational tools and design techniques, it becomes possible to explore design thinking coupled with automated fabrication. In this paper, the emphasis is placed on generating a large scale string art pieces out of smaller tiles, that can be used as wall art. By using an integrated workflow it is possible to generate the program for robotic knitting of the string art piece, by adjusting the parameters that govern the entire process.

关键词： Robotic knitting Robots in creative industries Tessellation Strings per tile

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Bus Ticket Reservation System Agile Methods of Projects Management 11th

Bus Ticket Reservation System Agile Methods of Projects Mana...

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11th International Conference on intelligent Networking and Collaborative systems (INCoS) / 22nd International Conference on Network-Based Information systems (NBiS)

作者： Grzelak, Mateusz Napierala, Lukasz Karovic, Vincent Ivanochko, Iryna Lodz Univ Technol Lodz Poland Comenius Univ Fac Management Bratislava Slovakia Univ Vienna Sch Business Econ & Stat Vienna Austria

ISBN: (纸本)9783030290351;9783030290344

This work concerns to a web application Bus Ticket Reservation System that can be used in a bus transportation system in TEWU to reserve seats, cancellation of reservation and different types of route enquiries used on securing quick reservations. Also contains questions about the software development methods and models and questions about the interface system for Internet applications. To develop Bus Ticket Reservation System it is going to choose XP (Extreme Programming) methodology. In the future it is possible make the system more functional and user-friendly, and as a result may bring benefits in many bus transport companies.

关键词： Buses

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