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Smart Applications with Advanced Machine Learning and Human-Centred Problem Design

  • Conference proceedings
  • © 2023

Overview

Authors:
  1. D. Jude Hemanth

    1. Department of ECE, Karunya University, Coimbatore, India

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    You can also search for this author in PubMed   Google Scholar

  2. Utku Kose

    1. Department of Computer Engineering, Faculty of Engineering, Suleyman Demirel University, Isparta, Turkey

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    You can also search for this author in PubMed   Google Scholar

  3. Junzo Watada

    1. Graduate School of Information, Waseda Univeristy, Shinjuku, Japan

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  4. Bogdan Patrut

    1. Faculty of Computer Science, “Alexandru Ioan Cuza” University of Iasi, Iasi, Romania

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    You can also search for this author in PubMed   Google Scholar

  • Presents advanced computing and networking technologies to enable intelligent and efficient IoT and CPS
  • Proceedings of the 3rd International Conference on Artificial Intelligence and Applied Mathematics in Engineering
  • Written by experts in the field

Part of the book series: Engineering Cyber-Physical Systems and Critical Infrastructures (ECPSCI, volume 1)

Included in the following conference series:

Conference proceedings info: ICAIAME 2021.

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Table of contents (60 papers)

  1. Front Matter

    Pages i-xli
    Download chapter PDF

  2. Implementation of Basic Math Processing Skills with Neural Arithmetic Expressions in One and Two Stage Numbers

    • Remzi Gürfidan, Mevlüt Ersoy, D. Jude Hemanth, Elmira Israfilova
    Pages 1-10

  3. An Example Application for Early Diagnosis of Retinal Diseases Using Deep Learning Methods

    • Bekir Aksoy, Fatmanur Ateş, Osamah Khaled Musleh Salman, Hamit Armağan, Emre Soyaltin, Ender Özcan
    Pages 11-24

  4. Autonomous Parking with Continuous Reinforcement Learning

    • Mehmet Ertekin, Mehmet Önder Efe
    Pages 25-37

  5. Design and Manufacturing of a 3 DOF Robot with Additive Manufacturing Methods

    • A. Burak Keşkekçi, Hilmi Cenk Bayrakçi, Ercan Nurcan Yilmaz
    Pages 39-45

  6. Real-Time Mask Detection Based on Artificial Intelligence Using Renewable Energy System Unmanned Aerial Vehicle

    • Bekir Aksoy, Mehmet Yücel, Reşat Selbaş, Merdan Özkahraman, Çetin Elmas, Almaz Aliyeva
    Pages 47-60

  7. Investigation of Effect of Wrapping Length on the Flexural Properties of Wooden Material in Reinforcement with Aramid FRP

    • Şemsettin Kilinçarslan, Yasemin Şimşek Türker, Nabi Ibadov
    Pages 61-68

  8. Deep Learning-Based Air Defense System for Unmanned Aerial Vehicles

    • Bekir Aksoy, Mustafa Melikşah Özmen, Muzaffer Eylence, Seyit Ahmet İnan, Kamala Eyyubova
    Pages 69-83

  9. Strategic Framework for ANFIS and BIM Use on Risk Management at Natural Gas Pipeline Project

    • İsmail Altunhan, Mehmet Sakin, Ümran Kaya, M. Fatih AK
    Pages 85-100

  10. Predicting Ethereum Price with Machine Learning Algorithms

    • Mehmet Birhan, Ömür Tosun
    Pages 101-112

  11. Data Mining Approachs for Machine Failures: Real Case Study

    • Ümran Kaya
    Pages 113-127

  12. Classification of People Both Wearing Medical Mask and Safety Helmet

    • Emel Soylu, Tuncay Soylu
    Pages 129-143

  13. Anonymization Methods for Privacy-Preserving Data Publishing

    • Burak Cem Kara, Can Eyupoglu
    Pages 145-159

  14. Improving Accuracy of Document Image Classification Through Soft Voting Ensemble

    • Semih Sevim, Sevinç İlhan Omurca, Ekin Ekinci
    Pages 161-173

  15. Improved Performance of Adaptive UKF SLAM with Scaling Parameter

    • Kübra Yalçin, Serhat Karaçam, Tuğba Selcen Navruz
    Pages 175-183

  16. An Adaptive EKF Algorithm with Adaptation of Noise Statistic Based on MLE, EM and ICE

    • Serhat Karaçam, Kübra Yalçin, Tuğba Selcen Navruz
    Pages 185-198

  17. Artificial Intelligence Based Detection of Estrus in Animals Using Pedometer Data

    • Ali Hakan Işık, Seyit Hasoğlu, Ömer Can Eskicioğlu, Edin Dolicanin
    Pages 199-212

  18. Enhancing Lexicon Based Sentiment Analysis Using n-gram Approach

    • Hassan Abdirahman Farah, Arzu Gorgulu Kakisim
    Pages 213-221

  19. A Comparison of Word Embedding Models for Turkish

    • Ahmet Tuğrul Bayrak, Musa Berat Bahadir, Güven Yücetürk, İsmail Utku Sayan, Melike Demirdağ, Sare Melek Yalçinkaya
    Pages 223-231

  20. The Unfairness of Collaborative Filtering Algorithms’ Bias Towards Blockbuster Items

    • Emre Yalcin
    Pages 233-246
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Other volumes

  1. Smart Applications with Advanced Machine Learning and Human-Centred Problem Design

Keywords

About this book

This book brings together the most recent, quality research papers accepted and presented in the 3rd International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME 2021) held in Antalya, Turkey between 1-3 October 2021. Objective of the content is to provide important and innovative research for developments-improvements within different engineering fields, which are highly interested in using artificial intelligence and applied mathematics. As a collection of the outputs from the ICAIAME 2021, the book is specifically considering research outcomes including advanced use of machine learning and careful problem designs on human-centred aspects. In this context, it aims to provide recent applications for real-world improvements making life easier and more sustainable for especially humans. The book targets the researchers, degree students, and practitioners from both academia and the industry.

Authors and Affiliations

  • Department of ECE, Karunya University, Coimbatore, India

    D. Jude Hemanth

  • Department of Computer Engineering, Faculty of Engineering, Suleyman Demirel University, Isparta, Turkey

    Utku Kose

  • Graduate School of Information, Waseda Univeristy, Shinjuku, Japan

    Junzo Watada

  • Faculty of Computer Science, “Alexandru Ioan Cuza” University of Iasi, Iasi, Romania

    Bogdan Patrut

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