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Innovation in Information Systems and Technologies to Support Learning Research

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Cover of 'Innovation in Information Systems and Technologies to Support Learning Research'

Table of Contents

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    Book Overview
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    Chapter 1 Mobile Learning Systems’ Functionalities in Higher Education Institutions in Tanzania: Teachers and Students’ Readiness at the College of Business Education
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    Chapter 2 TIMONEL: Recommendation System Applied to the Educational Orientation of Higher Education Students
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    Chapter 3 Modeling the Acceptance of the E-Orientation Systems by Using the Predictions Algorithms
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    Chapter 4 Virtual Teacher Based Tool for Teaching Context-Free Grammars by Active Pedagogy and eMathTeacher Philosophy
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    Chapter 5 MOOC of Algorithmic: Elaboration of Content and Difficulties Encountered by Students
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    Chapter 6 Content Analysis and Learning Analytics on Interactions of Unsupervised Learners in an Online Learning Environment
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    Chapter 7 Multimedia System for Self-learning C/C++ Programming Language
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    Chapter 8 A Recommendation Approach Based on Community Detection and Event Correlation Within Social Learning Network
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    Chapter 9 A New Approach to Detect At-Risk Learning Communities in Social Networks
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    Chapter 10 A New Approach of Integrating Serious Games in Intelligent Tutoring Systems
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    Chapter 11 A Case Study on Teaching a Software Estimation Course
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    Chapter 12 Simulation and Analyze of Global MPPT Based on Hybrid Classical-ANN with PSO Learning Approach for PV System
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    Chapter 13 The Contribution of Big Data to Achieving a Competitive Advantage: Proposal of a Conceptual Model Based on the VRIN Model
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    Chapter 14 Robust Domain Adaptation Approach for Tweet Classification for Crisis Response
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    Chapter 15 Classification of Learners During an Educational Simulation: Case Study on a Stock Management Simulator
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    Chapter 16 A Machine Learning Model to Early Detect Low Performing Students from LMS Logged Interactions
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    Chapter 17 Energy Consumption Forecasting in Industrial Sector Using Machine Learning Approaches
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    Chapter 18 Analysis of ESP32 SoC for Feed-Forward Neural Network Applications
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    Chapter 19 Graph Schema Storage in SQL Object-Relational Database and NoSQL Document-Oriented Database: A Comparative Study
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    Chapter 20 Sentiment Analysis on Twitter to Measure the Perception of Taxation in Colombia
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    Chapter 21 Big Five Personality Traits and Ensemble Machine Learning to Detect Cyber-Violence in Social Media
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    Chapter 22 A Comparative Study of Feature Selection Methods for Informal Arabic
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    Chapter 23 A Review of Engines for Graph Storage and Mutations
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    Chapter 24 Towards an Improved CNN Architecture for Brain Tumor Classification
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    Chapter 25 Machine Learning for Forecasting Building System Energy Consumption
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    Chapter 26 Methodologies for Large SAP ERP Projects Implementation
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    Chapter 27 A Software Testing Strategy Based on a Software Product Quality Model
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    Chapter 28 A DSL-Based Framework for Performance Assessment
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    Chapter 29 Towards a Framework Air Pollution Monitoring System Based on IoT Technology
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    Chapter 30 Connected Objects in Information Systems
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    Chapter 31 The Efficient Network Interoperability in IoT Through Distributed Software-Defined Network with MQTT
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    Chapter 32 5G Network Architecture in Marrakech City Center
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    Chapter 33 A Distance Integrated Triage System for Crowded Health Centers
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    Chapter 34 Design of RC-Based Low Diameter Two-Level Hierarchical Structured P2P Network Architecture
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    Chapter 35 Grey Wolf Optimizer for Virtual Network Embedding in SDN-Enabled Cloud Environment
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    Chapter 36 A Small Robotic Step for the Therapeutic Treatment of Mental Illnesses: First Round
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    Chapter 37 Accuracy of Classification Algorithms Applied to EEG Records from Emotiv EPOC+ Using Their Spectral and Asymmetry Features
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    Chapter 38 Organizational Model for Collaborative Use of Free and Open Source Software: The Case of IT Departments in the Philippine Public and Private Sectors
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    Chapter 39 A Framework Supporting Supply Chain Complexity and Confidentiality Using Process Mining and Auto Identification Technology
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    Chapter 40 3D Recording and Point Cloud Analysis for Detecting and Tracking Morphological Deterioration in Archaeological Metals
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    Chapter 41 Convolutional Neural Network Architecture for Offline Handwritten Characters Recognition
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    Chapter 42 Comparative Study of Methods Measuring Lexicographic Similarity Among Tamazight Language Variants
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    Chapter 43 Comparative Study of DICOM Files Handling Software’s: Study Based on the Anatomage Table
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    Chapter 44 Fake News Identification Based on Sentiment and Frequency Analysis
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    Chapter 45 Arab Handwriting Character Recognition Using Deep Learning
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    Chapter 46 Automatic Evaluation of MT Output and Post-edited MT Output for Genealogically Related Languages
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    Chapter 47 3D Objects Learning and Recognition Using Boosted-SVM Algorithm
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    Chapter 48 Text2SQLNet: Syntax Type-Aware Tree Networks for Text-to-SQL
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    Chapter 49 Privacy by Design and Cybersecurity for Safe, Effective and Reliable Home Health Care for Aging in Place
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    Chapter 50 Feature Reduction Algorithm for Universal Steganalysis
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    Chapter 51 A Composite Framework to Promote Information Security Policy Compliance in Organizations
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    Chapter 52 Authentication Model Based on JWT and Local PKI for Communication Security in Multi-agent Systems
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    Chapter 53 A Novel Effective Ensemble Model for Early Detection of Coronary Artery Disease
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    Chapter 54 Optimized Management of the Health Emergency Services Regional Network of Rabat Region
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    Chapter 55 Evolution of Cooperation in E-commerce Based on Prisoner’s Dilemma Game
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    Chapter 56 Quality Measurement Systems in Public Services and E-Government
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    Chapter 57 Using Ontology and Context-Awareness for Business Process Modelling: An Overview
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    Chapter 58 River Flow Forecasting: A Comparison Between Feedforward and Layered Recurrent Neural Network
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    Chapter 59 An Experimental Artificial Neural Network Based MPP Tracking for Solar Photovoltaic Systems
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    Chapter 60 Mobile Data Collection Using Open Data Kit
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    Chapter 61 Two Quantum Attack Algorithms Against NTRU When the Private Key and Plaintext Are Codified in Ternary Polynomials
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    Chapter 62 Maximum Power Point Tracking of Photovoltaic System Based on Fuzzy Control to Increase There Solar Energy Efficiency
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    Chapter 63 A New Technique of Harmonic Currents Extraction Based on a Fuzzy Logic Controller Applied to the PV-SAPF System
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    Chapter 64 A New TSA-Fuzzy Logic Based Diagnosis of Rotor Winding Inter-turn Short Circuit Fault in Wind Turbine Based on DFIG Under Different Operating Wind Speeds
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    Chapter 65 A New Fuzzy Clustering Method Based on FN-DBSCAN to Determine the Optimal Input Parameters
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    Chapter 66 Diagnosis of Brain Tumors in MR Images Using Metaheuristic Optimization Algorithms
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    Chapter 67 Biometric Person Authentication Using a Wireless EEG Device
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    Chapter 68 Quadcopter Attitude Stabilization in a Gyroscopic Testbench
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    Chapter 69 A Novel Multicore Multicasting Scheme for PIM-SM
Attention for Chapter 24: Towards an Improved CNN Architecture for Brain Tumor Classification
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Chapter title
Towards an Improved CNN Architecture for Brain Tumor Classification
Chapter number 24
Book title
Innovation in Information Systems and Technologies to Support Learning Research
Published by
Springer, Cham, November 2019
DOI 10.1007/978-3-030-36778-7_24
Book ISBNs
978-3-03-036777-0, 978-3-03-036778-7
Authors

Hajji Tarik, Masrour Tawfik, Douzi Youssef, Serrhini Simohammed, Ouazzani Jamil Mohammed, Jaara El Miloud, Tarik, Hajji, Tawfik, Masrour, Youssef, Douzi, Simohammed, Serrhini, Mohammed, Ouazzani Jamil, Miloud, Jaara El

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