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Pattern Recognition and Artificial Intelligence

Third Mediterranean Conference, MedPRAI 2019, Istanbul, Turkey, December 22–23, 2019, Proceedings

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Chawki Djeddi

    1. Larbi Tebessi University, Tebessa, Algeria

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  2. Akhtar Jamil

    1. Istanbul Sabahattin Zaim University, Istanbul, Turkey

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    You can also search for this editor in PubMed   Google Scholar

  3. Imran Siddiqi

    1. Bahria University, Islamabad, Pakistan

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1144)

Included in the following conference series:

Conference proceedings info: MedPRAI 2019.

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Table of contents (16 papers)

  1. Front Matter

    Pages i-xii
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  2. Room-Level Indoor Localization with Artificial Neural Networks

    • Ahmet Serdar Karadeniz, Mehmet Önder Efe
    Pages 1-8

  3. A Simple Authentication Method with Multilayer Feedforward Neural Network Using Keystroke Dynamics

    • Ahmet Melih Gedikli, Mehmet Önder Efe
    Pages 9-23

  4. A Comparative Study of ANN Tuning Methods for Multiclass Daily Activity and Fall Recognition

    • Tevfik Aktay, Mehmet Önder Efe
    Pages 24-38

  5. Exploring Model Transfer Potential for Airborne LiDAR Point Cloud Classification

    • Yuzhun Lin, Chuan Zhao, Daoji Li, Junfeng Xu, Baoming Zhang
    Pages 39-51

  6. Haralick Feature Guided Network for the Improvement of Generalization in Landcover Classification

    • Yuzhun Lin, Daoji Li, Chuan Zhao, Junfeng Xu, Baoming Zhang
    Pages 52-64

  7. Determining Location and Detecting Changes Using a Single Training Video

    • Ryan Bluteau, Boubakeur Boufama, Pejman Habashi
    Pages 65-78

  8. Improving Deep Learning Parkinson’s Disease Detection Through Data Augmentation Training

    • Catherine Taleb, Laurence Likforman-Sulem, Chafic Mokbel
    Pages 79-93

  9. Human Action Recognition Using Stereo Trajectories

    • Pejman Habashi, Boubakeur Boufama, Imran Shafiq Ahmad
    Pages 94-105

  10. Deep Convolutional Neural Network with 2D Spectral Energy Maps for Fault Diagnosis of Gearboxes Under Variable Speed

    • Md Junayed Hasan, Jongmyon Kim
    Pages 106-117

  11. Bayesian Convolutional Neural Network: Robustly Quantify Uncertainty for Misclassifications Detection

    • Cedrique Rovile Njieutcheu Tassi
    Pages 118-132

  12. Particle Filter for Trajectories of Movers from Laser Scanned Dataset

    • Md. Haidar Sharif
    Pages 133-148

  13. Video Steganography Using 3D Convolutional Neural Networks

    • Mahdi Abdolmohammadi, Rahil Mahdian Toroghi, Azam Bastanfard
    Pages 149-161

  14. DeepRank: Adapting Neural Tensor Networks for Ranking the Recommendations

    • Raaiha Humayun Kabir, Bisma Pervaiz, Tayyeba Muhammad Khan, Adnan Ul-Hasan, Raheel Nawaz, Faisal Shafait
    Pages 162-176

  15. An Intelligent Context Aware Recommender System for Real-Estate

    • Faiza Rehman, Hira Masood, Adnan Ul-Hasan, Raheel Nawaz, Faisal Shafait
    Pages 177-191

  16. Integration of Fuzzy Clustering into the Case Base Reasoning for the Prediction of Response to Immunotherapy Treatment

    • Fatima Saadi, Baghdad Atmani, Fouad Henni
    Pages 192-206

  17. Music Generation Using an Interactive Evolutionary Algorithm

    • Majid Farzaneh, Rahil Mahdian Toroghi
    Pages 207-217

  18. Back Matter

    Pages 219-219
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  1. Pattern Recognition and Artificial Intelligence

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About this book

This book constitutes the refereed proceedings of the Third Mediterranean Conference on Pattern Recognition and Artificial Intelligence, MedPRAI 2019, held in Istanbul, Turkey, in December 2019.

The 18 revised full papers and one short paper presented were carefully selected from 54 submissions. The papers are covering the topics of recent advancements in different areas of pattern recognition and artificial intelligence, such as statistical, structural and syntactic pattern recognition, machine learning, data mining, neural networks, computer vision, multimedia systems, information retrieval, etc.

Editors and Affiliations

  • Larbi Tebessi University, Tebessa, Algeria

    Chawki Djeddi

  • Istanbul Sabahattin Zaim University, Istanbul, Turkey

    Akhtar Jamil

  • Bahria University, Islamabad, Pakistan

    Imran Siddiqi

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