Big Data Cloud and Applications Third International Conference BDCA 2018 Kenitra Morocco April 4 5 2018 Revised Selected Papers Youness Tabii 3319962922 9783319962924

Big Data Cloud and Applications Third International Conference BDCA 2018 Kenitra Morocco April 4 5 2018 Revised Selected Papers Youness Tabii – Ebook Instant Download/Delivery ISBN(s): 3319962922, 9783319962924

Product details:

• ISBN 10: 3319962922
• ISBN 13: 9783319962924
• Author: Youness

This book constitutes the thoroughly refereed proceedings of the Third International Conference on Big Data, Cloud and Applications, BDCA 2018, held in Kenitra, Morocco, in April 2018. The 45 revised full papers presented in this book were carefully selected from 99 submissions with a thorough double-blind review process. They focus on the following topics: big data, cloud computing, machine learning, deep learning, data analysis, neural networks, information system and social media, image processing and applications, and natural language processing.

Table of contents:

Informal Learning in Twitter: Architecture of Data Analysis Workflow and Extraction of Top Group of Connected Hashtags

A MapReduce-Based Adjoint Method to Predict the Levenson Self Report Psychopathy Scale Value

Big Data Optimisation Among RDDs Persistence in Apache Spark

Cloud Computing

QoS in the Cloud Computing: A Load Balancing Approach Using Simulated Annealing Algorithm

A Proposed Approach to Reduce the Vulnerability in a Cloud System

A Multi-factor Authentication Scheme to Strength Data-Storage Access

A Novel Text Encryption Algorithm Based on the Two-Square Cipher and Caesar Cipher

Machine Learning

Improving Sentiment Analysis of Moroccan Tweets Using Ensemble Learning

Comparative Study of Feature Engineering Techniques for Disease Prediction

Business Process Instances Scheduling with Human Resources Based on Event Priority Determination

Hashtag Recommendation Using Word Sequences’ Embeddings

Towards for Using Spectral Clustering in Graph Mining

Automatic Classification of Air Pollution and Human Health

Deep Learning

Deep Semi-supervised Learning for Virtual Screening Based on Big Data Analytics

Using Deep Learning Word Embeddings for Citations Similarity in Academic Papers

Using Unsupervised Machine Learning for Data Quality. Application to Financial Governmental Data Integration

Advanced Machine Learning Models for Large Scale Gene Expression Analysis in Cancer Classification: Deep Learning Versus Classical Models

Stemming and Lemmatization for Information Retrieval Systems in Amazigh Language

Data Analysis

Splitting Method for Decision Tree Based on Similarity with Mixed Fuzzy Categorical and Numeric Attributes

Mobility of Web of Things: A Distributed Semantic Discovery Architecture

Comparison of Feature Selection Methods for Sentiment Analysis

A Hierarchical Nonlinear Discriminant Classifier Trained Through an Evolutionary Algorithm

A Feature Level Fusion Scheme for Robust Speaker Identification

One Class Genetic-Based Feature Selection for Classification in Large Datasets

Multiobjective Local Search Based Hybrid Algorithm for Vehicle Routing Problem with Soft Time Windows

Dimension Reduction Techniques for Signal Separation Algorithms

Neural Networks

A Probabilistic Vector Representation and Neural Network for Text Classification

Improving Implementation of Keystroke Dynamics Using K-NN and Manhattan Distance

SARIMA Model of Bioelectic Potential Dataset

New Starting Point of the Continuous Hopfield Network

Information System And Social Media

A Concise Survey on Content Recommendations

Toward a Model of Agility and Business IT Alignment

Integration of Heterogeneous Classical Data Sources in an Ontological Database

Toward a Solution to Interoperability and Portability of Content Between Different Content Management System (CMS): Introduction to DB2EAV API

Image Processing and Applications

Reconstruction of the 3D Scenes from the Matching Between Image Pair Taken by an Uncalibrated Camera

An Enhanced MSER Based Method for Detecting Text in License Plates

Similarity Performance of Keyframes Extraction on Bounded Content of Motion Histogram

Natural Language Processing

Modeling and Development of the Linguistic Knowledge Base DELSOM

Incorporation of Linguistic Features in Machine Translation Evaluation of Arabic

Effect of the Sub-graphemes’ Size on the Performance of Off-Line Arabic Writer Identification

Arabic Text Generation Using Recurrent Neural Networks

Integrating Corpus-Based Analyses in Language Teaching and Learning: Challenges and Guidelines

Arabic Temporal Expression Tagging and Normalization

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