Pattern Recognition and Artificial Intelligence: Third Mediterranean Conference, MedPRAI 2019, Istanbul, Turkey, December 22–23, 2019, Proceedings

✍ Scribed by Chawki Djeddi, Akhtar Jamil, Imran Siddiqi

• Publisher: Springer International Publishing
• Year: 2020
• Tongue: English
• Leaves: 229
• Series: Communications in Computer and Information Science 1144
• Edition: 1st ed. 2020
• Category: Library

✦ Synopsis

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.

✦ Table of Contents

Front Matter ....Pages i-xii
Room-Level Indoor Localization with Artificial Neural Networks (Ahmet Serdar Karadeniz, Mehmet Önder Efe)....Pages 1-8
A Simple Authentication Method with Multilayer Feedforward Neural Network Using Keystroke Dynamics (Ahmet Melih Gedikli, Mehmet Önder Efe)....Pages 9-23
A Comparative Study of ANN Tuning Methods for Multiclass Daily Activity and Fall Recognition (Tevfik Aktay, Mehmet Önder Efe)....Pages 24-38
Exploring Model Transfer Potential for Airborne LiDAR Point Cloud Classification (Yuzhun Lin, Chuan Zhao, Daoji Li, Junfeng Xu, Baoming Zhang)....Pages 39-51
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
Determining Location and Detecting Changes Using a Single Training Video (Ryan Bluteau, Boubakeur Boufama, Pejman Habashi)....Pages 65-78
Improving Deep Learning Parkinson’s Disease Detection Through Data Augmentation Training (Catherine Taleb, Laurence Likforman-Sulem, Chafic Mokbel)....Pages 79-93
Human Action Recognition Using Stereo Trajectories (Pejman Habashi, Boubakeur Boufama, Imran Shafiq Ahmad)....Pages 94-105
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
Bayesian Convolutional Neural Network: Robustly Quantify Uncertainty for Misclassifications Detection (Cedrique Rovile Njieutcheu Tassi)....Pages 118-132
Particle Filter for Trajectories of Movers from Laser Scanned Dataset (Md. Haidar Sharif)....Pages 133-148
Video Steganography Using 3D Convolutional Neural Networks (Mahdi Abdolmohammadi, Rahil Mahdian Toroghi, Azam Bastanfard)....Pages 149-161
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
An Intelligent Context Aware Recommender System for Real-Estate (Faiza Rehman, Hira Masood, Adnan Ul-Hasan, Raheel Nawaz, Faisal Shafait)....Pages 177-191
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
Music Generation Using an Interactive Evolutionary Algorithm (Majid Farzaneh, Rahil Mahdian Toroghi)....Pages 207-217
Back Matter ....Pages 219-219

✦ Subjects

Computer Science; Information Systems and Communication Service; Image Processing and Computer Vision; Computer Communication Networks; Special Purpose and Application-Based Systems; Computers and Education