The International Conference on Advanced Machine Learning Technologies and Applications (Amlta2018)

ISBN-13: 9783319746890 / Angielski / Miękka / 2018 / 717 str.

Aboul Ella Hassanien; Mohamed F. Tolba; Mohamed Elhoseny

Opis

This book presents the refereed proceedings of the third International Conference on Advanced Machine Learning Technologies and Applications, AMLTA 2018, held in Cairo, Egypt, on February 22-24, 2018, and organized by the Scientific Research Group in Egypt (SRGE).

Spis treści

Content

 

Part(1) Swarm intelligence  and optimzation

A Hybrid Grey Wolf-Bat Algorithm for Global Optimization

Fractional Order Sliding Mode PID Controller/Observer for Continuous Nonlinear Switched Systems with PSO Parameter Tuning

Modified Optimal Foraging Algorithm for Parameters Optimization of Support Vector Machine 

Pareto based Bat Algorithm for Multi Objectives Multiple Constraints Optimization in GMPLS Networks 

Fish Image Segmentation using Salp Swarm Algorithm 

Swarming behaviors of chicken for predicting posts on Facebook branding pages

Enhancing AGDE algorithm using population size reduction for global numerical optimization

Simulated Annealing based Quantum Inspired Automatic Clustering Technique 

Hybrid grasshopper optimization algorithm and support vector machines for automatic seizure detection in EEG Signals 

A Novel Genetic Algorithm Based k-means Algorithm for Cluster Analysis 

Pairwise Global Sequence Alignment using Sine-Cosine Optimization Algorithm

An automated fish species identification system based on crow search algorithm 

Part(2)   Fuzzy Logic and applications

Design and implementation of Fuzzy PID controller into Multi agent Smart Library System Prototype

Fuzzy Logic controller with color vision system tracking for mobile manipulator robot 

Interactive Fuzzy Cellular Automata for Fast Person Re-Identification

Decision Support System for Determination of Forces Applied in Orthodontic based on Fuzzy Logic

Part (3) Advanced Machine Learning and Applications

Behaviorally-Based Textual Similarity Engine for Matching Job-Seekers with Jobs 

Machine Learning: A Convergence of Emerging Technologies in Computing

Discrimination of Satellite Signals from Opencast Mining of Mineral Ores of Hematite and Uranium using Digital Image Processing and Geostatistical Algorithms

Detecting Cross-Site Scripting Attacks using Machine Learning

Text Mining Approach to Extract Associations between Obesity and Arabic Herbal Plants

A Reinforcement Learning-based Adaptive Learning System

Performance Evaluation of SVM-Based Amazighe Named Entity Recognition

Trained Neural Networks Ensembles Weight Connections Analysis 

An Empirical Analysis of User Behavior for P2P IPTV Workloads

Intelligent Decision Framework to Explore And control Infection Of Hepatitis C Virus 

Supervised Rainfall Learning Model using Machine Learning Algorithms

Reducing Stage Weight Estimation Error of Slow Task Detection in MapReduce Scheduling 

Analysis of Complete-Link Clustering for Identifying Multi-attributes Software Quality Data 

Student Profile in E-learning Environment Based on Two-Dimensional Ontologies 

Comparative Sentiment Analysis on a Set of Movie Reviews using Deep Learning Approach 

Medical Equipment Failure Rate Analysis Using Supervised Machine Learning 

Part(4) Big data and classification

Big-Data Aggregating, Linking, Integrating and Representing using Semantic Web Technologies 

Computer Aided Diagnostic System for Automatic Detection of Brain Tumor through MRI Using Clustering Based Segmentation Technique and SVM Classifier 

Feature selection using Genetic algorithm for big data  

Prediction of Liver Diseases Based on Machine Learning Technique for Big Data  

Stance Detection in Tweets Using a Majority Vote Classifier

A Comparative Study of Classification Methods for Flash Memory Error Rate Prediction 

Opinion extraction and classification of real time YouTube cooking recipes comments

A Framework for Big Data Analysis in Smart Cities 

Performance Enhancement of Distributed Clustering for Big Data Analytics

Open Circuit Fault Diagnosis of Cascaded H-Bridge MLI using k-NN Classifier based on PPCA

Improved Production Key Performance Indicators (KPI’s) Using Intelligent-Manufacturing Execution Systems (I-MES)

Improving Land-Cover and Crop-Types Classification of Sentinel-2 Satellite Images 

GPU-based CAPSO with N-Dimension Particles

Machine Learning and Big Data Processing: A Technological Perspective and Review 

Harnessing the power of Big Data in Science

Building Online Social Network Dataset for Arabic Text Classification

Breast Cancer Detection and Classification using Thermography: A Review 

An Optimized K-Nearest Neighbor Algorithm for Extending Wireless Sensor Network Lifetime 

Efficient Sentiment Analysis Approach Using Feature Selection and Classifier Ensemble

Part(5) Intelligent Systems and Applications

Development of an Ontology Based Solution for Energy Saving Through a Smart Home in the City of Adrar in Algeria 

Embeddings of Categorical Variables for Sequential Data in Fraud Context

Hybrid Information Filtering Engine for Personalized Job Recommender System 

Behaviorally-Based Textual Similarity Engine for Matching Job-Seekers with Jobs 

Adaptive Task Scheduling on Multicore Processors 

PFastNCA: Parallel Fast Network Component Analysis for gene regulatory network 

Robots That Can Mix Serious With Fun

Dialect versus MSA Sentiment Analysis

Energy Aware Optimized Hierarchical Routing Technique for Wireless Sensor Networks

Multi-filter Score-level Fusion for Fingerprint Verification

Color Image Segmentation of Fishes with Complex Background in Water

Analysis of Credit Risk Prediction using ARSkNN

Dental Age Estimation in East Asian Population with Least Squares Regression

Text Mining Approach to Analyse Stock Market Movement 

Stock Market Real Time Recommender Model Using Apache Spark Framework

Patient Fingerprint Minutiae based Medical Image Watermarking and Adaptive Integrity

Toward a Secure and Robust Medical Image Watermarking in Untrusted Environment

Gray matter volume abnormalities in the reward system in first-episode patients with major depressive disorder 

Blurb

This book presents the refereed proceedings of the third International Conference on Advanced Machine Learning Technologies and Applications, AMLTA 2018, held in Cairo, Egypt, on February 22–24, 2018, and organized by the Scientific Research Group in Egypt (SRGE). The papers cover current research in machine learning, big data, Internet of Things, biomedical engineering, fuzzy logic, security, and intelligence swarms and optimization.