Artificial Intelligence and Its Applications: Proceeding of the 2nd International Conference on Artificial Intelligence and Its Applications (2021)

ISBN-13: 9783030963101 / Angielski / Miękka / 2022 / 616 str.

Lejdel, Brahim

Opis

This book contains the proceedings of the second edition of the international Conference on Artificial Intelligence and its Applications (AIAP'21). This edition aims to bring together leading academic scientists, international researchers, and practitioners to exchange and share their experiences and research results on all aspects of Artificial Intelligence. It also provides an interdisciplinary platform for researchers, practitioners and students to present and discuss the most recent innovations, trends, and concerns as well as practical challenges encountered and solutions adopted in the fields of Artificial Intelligence. This international conference offers an opportunity to bridge the gap between the Artificial Intelligence research community and people from the industry or working in other research areas including smart cities, big data, cloud computing, social networks, and energy.

Spis treści

Machnine learning for Sentiment Analysis Using Algerian Dialect

Do We Need Change Detection for Dynamic Optimization Problems?

Recognizing Arabic handwritten literal amount using Convolutional Neural Networks

A Novel Separable Convolution Neural Networkfor Human ActivityRecogni tion

Image processing: Image compression using compressed sensing, discrete cosine transform and wavelet transform

On the use of the convolutional autoencoder for Arabic writer identification using handwritten text fragments

Local Directional Strength Pattern for effective Offline Handwritten Signature Verification

Sentiment Analysis of Algerian Dialect Using a Deep Learning Approach

Hybrid Approach to WebRTC Videoconferencing on Mobile Devices

The Internet of Things Security Challenges: Survey

A CBR approach based on ontology to supplier selection

A Comparative Study between the Two Applications of the Neural Network and Space Vector PWM for Direct Torque Control of a DSIM Fed by Multi-Level Inverters

Control the Degree of Observability in GPS-INS Integration Based the Extended Kalman Filter For land-vehicle navigation

Multi Agent Systems based CPPS – An Industry 4.0 Test Case

RONI-based Medical Image Watermarking using DWT and LSB Algorithm

A Study of Wireless Sensor Networks Based Adaptive Traffic Lights Control

Multi-agents Communities Based Routing Algorithm: A routing protocol proposition for UAVs network

Forwarding Strategies in NDN-based IoT Networks: A Comprehensive Study

Multi-Robot Visual Navigation Structure based on Lukas-Kanade Algorithm

Modeling and Simulation of Urban Mobility in a Smart City

A Novel Methodology For Geovisualizing Epidemiological Data

OAIDS: An Ontology-Based Framework for Building an Intelligent Urban Road Traffic Automatic Incident Detection System

Prediction of Cancer Clinical Endpoints Using Deeplearning and RPPA data

Clustering Educational Items from Response Data using Penalized Pearson coefficient and deep autoencoders

A social media approach for improving decision-making systems

A Comprehensive Study of Multicast Routing Protocols in the Internet of Things

Dilated Convolutions based 3D U-net for Multi-Modal Brain Image Segmentation

Artificial intelligent in upstream oil and gas industry: a review of applications, challenges and perspectives

GA-based approaches for Optimization energy and coverage in wireless sensor net work: State of the art

Data-Intensive Scientific Workflow Scheduling Based on Genetic Algorithm in Cloud Computing

Machine Learning Algorithms for Big Data Mining Processing: A review

New Approach for Multi-Valued Mathematical Morphology Computation

Machine Learning Based Indoor Localization using WiFi and Smartphone in a Shopping Malls

An external archive guided NSGA-II algorithm for Multi-Depot Green Vehicle Routing Problem

A hybrid LBP-HOG model and naive Bayes classifier for knee osteoarthritis detection: data from the osteoarthritis initiative

Rational Function Model Optimization Based On Swarm Intelligence Metaheuris-tic Algorithms

Segmentation of the Breast Masses in Mammograms Using Active Contour for Medical Practice: AR based surgery

Interval versus Histogram of Symbolic Representation Based One-Class Classifierfor Offline Handwritten Signature Verification

Image restoration using proximal-splitting methods

Deep learning for seismic data semantic segmentation

Maximum Power Point Tracking of a Wind Turbine Based on Artificial Neural Networks and Fuzzy Logic Controllers

Deep approach based on user’s profile analysis for capturing user’s interests

A Comparative Study Of Road Traffic Forecasting Models

Road Segments Traffic Dependencies Study Using Cross-Correlation

Ball bearing monitoring using decision-tree and adaptative nero-fuzzy inference system

Real-time speed control of a mobile robot using PID controller

Ranking social media news feeds: A comparative study of Personalized and Non-Personalized prediction models

Residual Neural Network for Predicting Super-enhancers on Genome Scale,

A CNN approach for the identification of dorsal veins of the hand

Security issues in self-organized ad-hoc networks (MANET, VANET, and FANET): A survey

Auto-Scaling,Efficient and Cost Effective Architecture in Apache Hadoop

Applying Artificial intelligence techniques for predicting amount of CO2 emissions from calcined cement raw materials

Deep Neural networks based TensorFlow Model for IoT lightweight cipher at tack

Feature Fusion for Kinship Verification based on Face Image Analysis

Digital Text Authentication Using Deep Learning: Proposition for the Digital Quranic Text