Title: Advances in Signal Processing and Artificial Intelligence, Proceedings of the 2^nd ASPAI' 2020 Conference

  Editor: Sergey Y. Yurish

  Publisher: International Frequency Sensor Association (IFSA) Publishing, S. L.

  Formats: hardcover (print book) and printable pdf Acrobat (e-book),  264 pages

  Price: 95.00 EUR for print book in paperback, and 50.00 EUR for e-book in Acrobal (pdf) format

  Delivery time for print book: 7-17 days. Please contact us for priority (5-9 days), ground (3-8 days) and express (2-3 days) delivery options by e-mail

  Pubdate: 5 July 2020

  ISBN: 978-84-09-21931-5

  e-ISBN: 978-84-09-21930-8

Buy print book:

Buy e-book in pdf format:

 Book Description

The proceedings contains all accepted and presented papers of both: oral and poster presentations at ASPAI' 2020 conference of authors from 23 countries. The coverage includes artificial neural networks, emerging trends in machine and deep learnings, knowledge-based soft measuring systems, artificial intelligence, signal, video and image processing.

We hope that these proceedings will give readers an excellent overview of important and diversity topics discussed at the conference.

Contents:

Foreword

Dwelling Detection on VHR Satellite Imagery of Refugee Camps Using  a Faster R-CNN
L. Wickert, M. Bogen and M. Richter

Automatic Thresholding Methods for Diabetic Retinopathy’s Detection
Moumena Salah Alhadithi

Predicting Heart Disease Stage by Tuning Convergence  and Cross Validation
Dibakar Sinha, Dr. Ashish Sharma 

Acoustic Room Impulse Response Simulation with GPUs
David Diaz-Guerra, Antonio Miguel and Jose R. Beltran

Hybrid Feature-based Approach for Face Shape Identification
Theiab Alzahrani and Waleed Al-Nuaimy

The Strategy of Service Recommendation to Bank Customers  Using Machine Learning Algorithm
A. Sharifihosseini

An Ensemble of Transparent Models to Predict Car Parking Occupancy
L. Pfeiffer, G. Bologna, Y. Rekik, M. Bénard and N. Foukia

Identification of the Ultra Short Laser Parameters during Irradiation of Thin Metal Films Using the Interval Lattice Boltzmann Method and Evolutionary Algorithm
M. Paruch, A. Piasecka-Belkhayat and A. Korczak

Enhanced Error Estimation of Robot Path Accuracy Using Artificial Neural Networks as an Approach to Increase the Robots Accuracy
M. Neitmann, M. Brysch, S. Meyer, and M. Sinapius

Exposure Time Simulation Thanks to the LIP (Logarithmic Image Processing) Model with Noise Reduction by Deep Convolutional  Neural Networks
M. Carré, M. Jourlin

Low Cost Quality Metric for DCT Domain
G. Spampinato, A. Bruna, A. Buemi and G. Messina

Modifying Gradient of a Loss Function to Tackle Class Imbalance
I. Kilbas, R. Paringer, N. Ilyasova, A. Kupriyanov

Algorithm for Data Balancing Based on Gradient Descent
A. V. Mukhin, I. A. Kilbas, R. A. Paringer, N. Yu. Ilyasova, and A. V. Kupriyanov

Sample-Efficient Covariance Matrix Adaptation Evolutional Strategy via Simulated Rollouts in Neural Networks
H. Xue, S. Böttger, N. Rottmann, H. Pandya, R. Bruder,G. Neumann, A. Schweikard and E. Rueckert 

Determination of Psychotic Behaviour Using a Network  of Chemical Oscillators
Ashmita Bose, Jerzy Gorecki

Binary Pattern Descriptor Based Face Recognizer for Access Control System with Real-time Dataset Generation
Sarthak Srivastava, Narendra Kumar Shukla and Himanshu Ujjawal Singh 

Using Deep Learning for Sonar Targets Localization
Q. Bruel, F. Heitzmann, D. Morche, J. Huillery, E. Blanco and L. Bako

A Study of Cardiac Contractility Estimations from Single-beat Pressure Volume Loop Data
Edward Marcus

The Concept of a Control System Shell for Autonomous Mobile Robots
M. Kosior, P. Przystałka and W. Panfil

An Efficient Method for Voice to Voice Recognition and Synthesizer
Naeem Hadiq, Nibras Nazar, Sumeena Salam, Neha Parveen, Sobin C. C. and Rohit Chivukula

Quantum Low Entropy Based Associative Reasoning
M. Jankovic, and A. Exadaktylos

On Improving the Accuracy of Visible Light Positioning System  using Deep Autoencoder
Lina Shi, Xun Zhang, Yanqi Huang, El-Hassane Aglzim, Andrei Vladimirescu

Deep Learning Model for Upper-body Action Recognition Using  Body-worn Sensors
M. Martinez-Zarzuela, S. Saez-Bombín, F. J. Díaz-Pernas, D. González-Ortega and M. Antón-Rodríguez

Fine-grained Vision-based Vehicle Classification
K. Zahn, A. Caduff, J. Hofstetter, M. Rechsteiner, P. Bucher

Chinese Short Text Classification Based on Interactive  Attention Mechanism
Qinyu Bian, Yuan Rao, Leipeng Wang, Fan Yang, and Shipeng Dong

Temporarily Activated Patterns for Multi-trial Functional  Connectivity Data
Gaëtan Frusque, Julien Jung, Pierre Borgnat and Paulo Gonçalves

Bot Detection in Social Networks Based on Machine Learning Techniques, User Information and Activities
Sandeep Singh Sengar, Sanjay Kumar, Pradyot Raina and Mukul Mahaliyan

Gender Differences in EEG Features While Driving
I. Stančin, K. Friganović, M. Zelenika Zeba, A. Jović and M. Cifrek

A Comparative Study of Sequence Identification Algorithms  in IoT Context
P.-S. Gréau-Hamard, M. Djoko-Kouam and Y. Louet

Multi-objective Optimization of Meta-learning Scheme for Context-based Fault Detection
M. Kalisch, A. Timofiejczuk and P. Przystałka

Training Capsule Networks with Virtual Dataset for Object Segmentation
J. Hollósi, Á. Ballagi

CT Scanner Classification with Neural Nets and Sensor Noise
M. Gerlofsma, M. Petkovic, P. van Liesdonk and V. Menkovski 

Comparative Analysis of Various Machine Learning Approaches for Bitcoin Price Prediction
Abhishek Muvvala, Rohit Chivukula and T. Jaya Lakshmi

Improved Pixel Selection Strategy for Reversible Data Hiding  in Binary Images
I. C. Dragoi and D. Coltuc

Characteristics of a Voice to Identify a Speaker
S. Kinkiri, B. Bakarat and S. Keates

AI in Gastronomic Tourism
G. Pavlidis, S. Markantonatou, K. Toraki, A. Vacalopoulou, C. Strouthopoulos, D. Varsamis, A. Tsimpiris, S. Mouroutsos, C. Kiourt, V. Sevetlidis and P. Minos

Software Development Analysis for Energy Efficiency Using  Process Metrics
A. Kruglov, D. Atonge, D. Strugar, G. Succi, S. Ergasheva and X. Vasquez

Learnings and Option Pricing: How Machine Learning Generates an Explainable Heavy-Tailed Solutions of Option Prices	
Chansoo Kim, and ByoungSecon Choi 

On the Efficiency of Inpainting Methods for Marine Snow Removal in Underwater Images
Bogdan Smolka

Support Vector Machine with Heavy-tailed Distribution Data
Chansoo Kim, and ByoungSecon Choi

Exploring and Exploiting the Implicit Language Model in Recurrent Neural Networks for Handwriting Recognition
Arseniy Nerinovsky, Andrey Filchenkov

Industrial Field Autonomous Systems: AI-assisted Distributed Applications at Edge
Y. Fourastier, C. Baron, H. Chaouchi, C. Thomas, P. Esteban, V. Lehonov, J.-P. Smet

 
VALIS, a Novel Immune-inspired Supervised Learning Algorithm with Applications to Soft Measurements
A. N. Averkin and P. M. Karpov

Intelligent Agents for Industry 4.0: Architecture of Hybrid Knowledge Formation System
Valery B. Tarassov and Maria N. Koroleva

Monitoring and Controlling of Industrial Systems on the Basis of Bayesian Intelligent Measurements: Application to Petroleum Industry
E. Perestoronina

Methods and Means of Bayesian Intelligent Technologies for Management Accounting and Cost Formation
S. Mishchenko

Facial Expression Recognition using an Advanced Modeling of Completed Local Binary Pattern
An H. Ton-That, Nhan T. Cao

Uncertainty Estimation for Non-destructive Detection of Material Defects with U-nets
B. Lehner, T. Gallien

Deep Learning Approach for Skin Lesion Attributes Detection and Melanoma Diagnosis 
Saeed Alzahrani and Waleed Al-Nuaimy

Unsupervised Embedded Gesture Recognition based on Multi-objective NAS and Capacitive Sensing
J. Borrego-Carazo, D. Castells-Rufas, E. Biempica, and J. Carrabina

VPNet: Variable Projection Networks
P. Kovács, G. Bognár, C. Huber and M. Huemer

Radio-based Object Detection using Deep Learning
Aditya Singh, Pratyush Kumar, Vedansh Priyadarshi, Yash More, Aishwarya Praveen Das, Bertrand Kwibuka, Debayan Gupta

An Effective Handwriting Text Recognizer for Historical Documents  based on Convolutional Recurrent Neural Networks  and Advanced Spelling Correction
P. Minos, L. Tsochatzidis, K. Markou, S. Symeonidis, X. Karagiannis, V. Stamou, S. Markantonatou and I. Pratikakis

Text Classification with Transformers and Reformers for Deep Text Data
Roghayeh Soleymani and Jérémie Farret

Profiling the Performance and Energy Efficiency of Edge Accelerators in the Context of Computer Vision
R. B. Ayala Meza and Jérémie Farret

Bayesian Intelligent Measurement Technologies and Soft Measurements. Methodological Aspects and Application
S. V. Prokopchina

Training of a cycleGAN Net by the use of Air/water Images Dataset Obtained by Taking Pictures of Colored Plastic Bricks Submerged in an Ad-hoc Pool
M. Guarneri, P. Castellini, M. Ciaffi and E. P. Tomasini

Authors

Index

We accept also a bank account money transfers and checks. Please contact by e-mail for details.