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

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Construction of Device for Fuzzy Chaos Signal Generation 1

引用

14th International Conference on Applications of Fuzzy systems, Soft computing, and Artificial Intelligence Tools, ICAFS 2020

作者： Babanli, K.M. Istanbul University Cerrahpasa Avcılar Istanbul34320 Turkey

ISBN: (数字)9783030640583

ISBN: (纸本)9783030640576

Construction of device for fuzzy chaos signal generation is valuable problem in the field of communication and practical application. Problems of communication can be modeled by different types of differential equations. In this paper is used fuzzy differential equation for modelling the chaotic dynamics of an electronic circuit. Our aim of this study is to design an electronic circuit for generation of chaotic fuzzy signals. © 2021, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Timing circuits

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Neural Network Method and Algorithm for Document Detection Based on Signaling Analysis 1

引用

11th World Conference on intelligent systems for Industrial Automation, WCIS 2020

作者： Fayziyevich, Bekmuratov Tulkun Baxtiyorovich, Botirov Fayzullajon Tashkent University of Information Technologies named after Muhammad al-Khwarizmi Tashkent100200 Uzbekistan

ISBN: (数字)9783030680046

ISBN: (纸本)9783030680039

This presents a sequence article of key steps in the information processing process in an attack detection system. In order to detect attacks on information in the enterprise, the neuronal non-obscure classifier structure was selected, and a neural network method and algorithm for document detection was developed on the basis of signature analysis. © 2021, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Classification (of information)

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Teaching E-learning for Students with Visual Impairments

Teaching E-learning for Students with Visual Impairments

引用

4th International Conference on intelligent Human systems Integration (IHSI) - Integrating People and intelligent systems

作者： Lobo, Theresa Univ Lisbon CIAUD Rua Sa Nogueira Lisbon Portugal UNIDCOM IADE Av Carlos I 4 Lisbon Portugal

ISBN: (纸本)9783030680176;9783030680169

The paper presents an IT network program developed specifically for visually impaired students. Innovative in its conception, this program contains all the learning required equipment, such as classroom (virtual), accessible learning materials, laboratory, and teachers trained to teach visually impaired students [1]. Additional teaching aids, like iNetSim, a universally accessible network simulator, created to allow vision-impaired and sighted students to complete Cisco Certified Network, and Microsoft HoloLens 2 (a new vision for computing, is used to transform abstract concepts into 3D experiences in the virtual classroom), which enables students to research and explore more deeply, see more clearly, and learn by doing [2]. This article aims to allow visually impaired students, as well as sighted students, to perform with similar results.

关键词： Teaching Visual impairments Classroom

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A Recurrent Method for Structural-Parametric Identification of Fuzzy Neural Networks 1

引用

11th World Conference on intelligent systems for Industrial Automation, WCIS 2020

作者： Rakhimovich, Marakhimov Avazjon Kadirbergenovich, Khudaybergenov Kabul National University of Uzbekistan Tashkent Uzbekistan

ISBN: (数字)9783030680046

ISBN: (纸本)9783030680039

The paper proposes a structural-parametric identification method to models in form of fuzzy rule based neural networks. The proposed method is a system identification method which includes a new method for structure and parameter initialization. Algorithm solves the problem of initial structure and parameter identification and adjustments of membership functions. Numerical experiments based on datasets are presented to illustrate the advantages of the proposed method and shows effectiveness and accuracy of the proposed approach. © 2021, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Fuzzy neural networks

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Novel Routing-Scheduling Problem for Home Health Care Network 1

引用

11th International Conference on Innovations in Bio-Inspired computing and Applications, IBICA 2020 and 10th World Congress on Information and Communication Technologies, WICT 2020

作者： Ferdowsi, Alireza Taghanaki, Roghaye Bahrami Abraham, Ajith Department of Industrial Engineering Yazd University Yazd Iran Department of Industrial and Systems Engineering Isfahan University of Technology Isfahan Iran Scientific Network for Innovation and Research Excellence AuburnWA98071 United States

ISBN: (数字)9783030736033

ISBN: (纸本)9783030736026

In today’s competitive world, one of the most important goals for home health care (HHC) companies is responding to the patient’s demand, immediately and being on time for it. Based on feedback from home health care networks (HHCNs), caregivers and nurses should encounter some ambiguities when performing a specific plan for visiting patients. In this study, we presented a model for a Home Health Care Routing and Scheduling Problem (HHCRSP) by considering the time window. Due to the time limit of nurses during the day, this constraint has been added to the model. This constraint is a nonlinear constraint that is linearized later in the article. Three meta-heuristic algorithms include Tabu search, variable neighborhood search, and particle swarm optimization are used to solve the model. Computational results are presented and demonstrate the effectiveness of the approaches. © 2021, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Scheduling

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Using Drones for Tourism: Exploring Exciting Places in Ecuador

Using Drones for Tourism: Exploring Exciting Places in Ecuad...

引用

4th International Conference on intelligent Human systems Integration (IHSI) - Integrating People and intelligent systems

作者： Uribe-Montesdeoca, Santiago Arias-Flores, Hugo Ramos-Galarza, Carlos Jadan-Guerrero, Janio Univ Tecnol Indoamer Carrera Diseno Digital & Multimedia Quito Ecuador Univ Tecnol Indoamer Ctr Invest Mecatron & Sistemas Interactivos MIST Carrera Adm Empresas Quito Ecuador Pontificia Univ Catolica Ecuador Fac Psicol Quito Ecuador Univ Tecnol Indoamer Ctr Invest Mecatron & Sistemas Interactivos MIST Carrera Ingn Ciencias Comp Quito Ecuador

ISBN: (纸本)9783030680176;9783030680169

Drones (unmanned aerial vehicles) are one of the newest trends for presenting tourism attractions using aerial photographs and videos. Drones can take high quality pictures and videos that can intensify the emotional response of a viewer by displaying a very special view and unusual perspective of various tourism destinations. Generating a film aimed at promoting tourism entails five stages: development, pre-production, production, post-production, and distribution. This paper explains how these five stages were used in the making of aerial drone films used to promote tourism in Ecuador and explores the potential use of drones in tourism in general. The results of the project were honored in two world events related to audiovisual production with drones. The film "Mindo, a Hidden Paradise" was awarded first prize in the Drone Focus Film Festival held in North Dakota, United States in 2018, and the film "Galapagos, the Enchanted Islands" won first prize in the same event in 2019 and second place in the Kharkiv International Festival of Arts and Tourism in 2019. These unique films brought worldwide attention to some of Ecuador's most beautiful and unique tourist destinations.

关键词： Drone Unmanned aerial vehicles Tourism Ecuador Audiovisual production Drone focus film festival

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Construction Method of User Mental Model in Interaction Design

Construction Method of User Mental Model in Interaction Desi...

引用

4th International Conference on intelligent Human systems Integration (IHSI) - Integrating People and intelligent systems

作者： Yang, Bingqing Wang, Haiyan Shao, Junkai Southeast Univ Sch Mech Engn Nanjing Peoples R China

ISBN: (纸本)9783030680176;9783030680169

Through the analysis of user research methods and the combination of user research methods and the three-layer theory of emotional design, this paper proposes a new mental model construction method, namely the Hierarchical Elicitation Approach. Taking the information architecture design of the emergency monitoring platform as an example, this paper uses the Hierarchical Elicitation Approach to measure the performance rules of users' minds in the emergency monitoring platform, designs the construction experiments of the macro-mental model and meta-mental model of the system, and optimizes the design according to the experimental results. Moreover, Cogtool is used to analyze the effect of optimization design and verify the application value of the Hierarchical Elicitation Approach in the study of user's mind.

关键词： Mental models Mind inspired The hierarchical elicitation approach Emergency monitoring platform

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Breast Cancer Detection in Infrared Thermal Images Using Convolutional Neural Networks: A Transfer Learning Approach 1

引用

12th International Conference on Soft computing and Pattern Recognition, SoCPaR 2020 and 16th International Conference on Information Assurance and Security, IAS 2020

作者： Davies, Swapna Anand, S. Department of Electronics and Communication Engineering Rajagiri School of Engineering and Technology Kochi India

ISBN: (数字)9783030736897

ISBN: (纸本)9783030736880

Cancer is the most deadly disease by nature. Breast cancer is the top cancer in women globally and led to crucial increase in cancer fatality. Initial stage cancers do not cause death in human beings. Excessive work is carried out for the early diagnosis so that patients can get successful treatment. Even though health authorities recommend regular screening with mammography in women, infrared thermography can be a potential adjunct mechanism for identifying breast cancer. Deep learning techniques have opened up a new age in the image classification especially in the computer aided medical image analysis. A novel attempt combining deep learning and thermography for early stage breast cancer diagnosis is proposed in this paper. A deep learning scheme is adopted for the classification of cancerous and normal thermal rat images based on the transfer learning technique. For extracting features multiple deep pre-trained networks are utilized and classification is done with a support vector machine. The proposed method is also compared with a standard softmax classifier. © 2021, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Image classification

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Social Media Happiness Expression Through the Virtual Reality: Cultural Differences on Instagram

Social Media Happiness Expression Through the Virtual Realit...

引用

4th International Conference on intelligent Human systems Integration (IHSI) - Integrating People and intelligent systems

作者： Kim, Young Ae Li, Qiuwen South Dakota State Univ Sch Design 117 Grove Hall Brookings SD 57007 USA Santa Clara Univ Dept Art & Art Hist 500 El Camino Real Santa Clara CA 95053 USA

ISBN: (纸本)9783030680176;9783030680169

The social media happiness expression through the virtual reality analyzes Instagram photographic data to identify factors predictive of happiness from the Western and the Eastern cultures. The emotional expressions (photographs), hashtags (words), demographics (gender, age, and locations), and pose (head tilt, body turn, posture) were used as factors to detect an individual's various happiness expression. This research observed the patterns of the photographic dataset to discover the universal happiness expression today through social media, in particular Instagram. We integrated the computational methods from image processing and machine learning to obtain practical psychological indicators from photographic data. We observed one's perception of happiness was significantly influenced by the communication methods both photographic and hashtags data as well as their own culture through social media. This research centralized disparate archives of happiness expressions with photographic data from Instagram using a theoretical, artistic, and quantitative methods. The photographic data and written data are in the process of compiling into divergent visualization as a Virtual Reality, which will provide users the opportunity to identify the thought-provoking patterns and navigate the photographic data and written data at the extensive perspective from an individual perspective. This research addresses the representation of one's social media image with the pressure on the external viewpoint and creates an interactive platform of the direct comparison in diverse social and cultural contexts of happiness expression on social media.

关键词： Happiness Instagram Emotional contagion Cultures Virtual reality Visualization Envy Social comparison Self-concept Self-image Body image Vanity validation

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Location Awareness in the Internet of Things 1

引用

Future of Information and Communication Conference, FICC 2021

作者： Leugner, Swen Hellbrück, Horst Lübeck University of Applied Sciences Lübeck23562 Germany University of Lübeck Lübeck23562 Germany

ISBN: (数字)9783030731007

ISBN: (纸本)9783030730994

Received signal strength (RSS) measurements are easily available and provide context information to IoT-devices. However, indoor localization via RSS is error prone. Due to walls and ceilings multipath propagation occurs and leads to constructive and destructive interference and therefore higher or lower RSS values in an unpredictable and therefore random fashion. This random variation decreases localization accuracy if not considered right. In our work, we develop a pathloss model via a ray tracing engine and rate several measured RSS values by statistical means. We find a good estimate of the RSS of the line of sight connection which improves the distance estimation significantly. Our algorithm is based on the assumption that several frequencies are used for localization, which is true for Bluetooth Low Energy (BLE). We demonstrate the improved RSS-based-localization by real experiments and BLE hardware. © 2021, The Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Bluetooth

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