Linked e-resources
Details
Table of Contents
Intro
Preface
Contents
About the Editors
Novel Methods Based on CNN for Improved Bacteria Classification
1 Introduction
2 Literature Review
3 Methodology
3.1 Particle Swarm Optimization
3.2 Architecture and Training of Convolutional Autoencoders (CAE)
3.3 Optimization of CNN Architecture Using Genetic Algorithm
4 Results
4.1 Training and Testing Accuracies for Purposed Hybrid Models
4.2 Confusion Matrices of Various Hybrid Models
4.3 Accuracies and Standard Deviation of Genetic CNN Model After Every Five Iterations
5 Conclusion
References
Plasma Temperature Classification for Cancer Treatment Based on Hadron Therapy
1 Introduction
1.1 Motivation
2 Ideal Plasma Contribution
3 Plasma Classification Based on Temperature
3.1 Hot Plasma (Thermal Plasma)
3.2 Warm Plasma
3.3 Cold Plasma (Non-thermal Plasma)
3.4 Ultra-Cold Plasma
4 Hadron Therapy Based on Laser-Plasma Accelerators for Cancer Treatment
4.1 Laser-Plasma Accelerators Mechanism
4.2 Ion Viewpoint Cancer Treatment
5 Simulations and Experimental Results
5.1 Comparison the Path Length of Tree Ions in Cancer Treatment by Hadron Therapy Through Patient's Body
5.2 Electron Energy Gain in Laser-Plasma Accelerator
5.3 Investigation of Laser-Plasma Acceleration Limitations for Tree Ions Based on Four Plasma Types
6 Conclusion and Prospective Works
References
On the Specific Role of Electronic Document and Record Management Systems in Enterprise Integration
1 Introduction
2 Basic Principles for an EDRMS
2.1 Importance of Implementing EDRMS
2.2 EDRMSs for E-Government
3 Case Description
4 Enabling Factors of EDRMS-Based in EI
4.1 Technological Enabling Factors
4.2 Organizational Enabling Factors
4.3 Beyond Intra-organizational EI
5 The EDRMS Amphora: Interoperability and Integration
5.1 Machine-Readable Documents as the Basis for Business Process Automation
5.2 Importance of EDRMS and ERP Integration: Example of E-Invoicing
6 Interoperability and E-Government
6.1 Principles of Interoperability
6.2 The Complexity of Choice
6.3 EDRMS as an Essential Factor for Interoperability
7 Business Process Re-engineering: Implementing EDRMSs
7.1 EDRMS to Redesign and Automate Business Processes
8 Future Directions in the EDRMS
9 Conclusion
References
Robotic Tool to Multi Time-Lapse Videos Creation
1 Introduction
2 Related Work
3 Multi Time-Lapse Videos
4 Hardware and Software Design
4.1 Hardware Shield
4.2 TilBOT's Software
4.3 Photographic Project
5 Experimental Evaluation
6 Conclusion
References
Accomplishment of Multimedia Ontology for the Tunisian Archaeology Field
1 Introduction
2 General Process
2.1 Analysis of Sources
2.2 Transformation of Sources
Preface
Contents
About the Editors
Novel Methods Based on CNN for Improved Bacteria Classification
1 Introduction
2 Literature Review
3 Methodology
3.1 Particle Swarm Optimization
3.2 Architecture and Training of Convolutional Autoencoders (CAE)
3.3 Optimization of CNN Architecture Using Genetic Algorithm
4 Results
4.1 Training and Testing Accuracies for Purposed Hybrid Models
4.2 Confusion Matrices of Various Hybrid Models
4.3 Accuracies and Standard Deviation of Genetic CNN Model After Every Five Iterations
5 Conclusion
References
Plasma Temperature Classification for Cancer Treatment Based on Hadron Therapy
1 Introduction
1.1 Motivation
2 Ideal Plasma Contribution
3 Plasma Classification Based on Temperature
3.1 Hot Plasma (Thermal Plasma)
3.2 Warm Plasma
3.3 Cold Plasma (Non-thermal Plasma)
3.4 Ultra-Cold Plasma
4 Hadron Therapy Based on Laser-Plasma Accelerators for Cancer Treatment
4.1 Laser-Plasma Accelerators Mechanism
4.2 Ion Viewpoint Cancer Treatment
5 Simulations and Experimental Results
5.1 Comparison the Path Length of Tree Ions in Cancer Treatment by Hadron Therapy Through Patient's Body
5.2 Electron Energy Gain in Laser-Plasma Accelerator
5.3 Investigation of Laser-Plasma Acceleration Limitations for Tree Ions Based on Four Plasma Types
6 Conclusion and Prospective Works
References
On the Specific Role of Electronic Document and Record Management Systems in Enterprise Integration
1 Introduction
2 Basic Principles for an EDRMS
2.1 Importance of Implementing EDRMS
2.2 EDRMSs for E-Government
3 Case Description
4 Enabling Factors of EDRMS-Based in EI
4.1 Technological Enabling Factors
4.2 Organizational Enabling Factors
4.3 Beyond Intra-organizational EI
5 The EDRMS Amphora: Interoperability and Integration
5.1 Machine-Readable Documents as the Basis for Business Process Automation
5.2 Importance of EDRMS and ERP Integration: Example of E-Invoicing
6 Interoperability and E-Government
6.1 Principles of Interoperability
6.2 The Complexity of Choice
6.3 EDRMS as an Essential Factor for Interoperability
7 Business Process Re-engineering: Implementing EDRMSs
7.1 EDRMS to Redesign and Automate Business Processes
8 Future Directions in the EDRMS
9 Conclusion
References
Robotic Tool to Multi Time-Lapse Videos Creation
1 Introduction
2 Related Work
3 Multi Time-Lapse Videos
4 Hardware and Software Design
4.1 Hardware Shield
4.2 TilBOT's Software
4.3 Photographic Project
5 Experimental Evaluation
6 Conclusion
References
Accomplishment of Multimedia Ontology for the Tunisian Archaeology Field
1 Introduction
2 General Process
2.1 Analysis of Sources
2.2 Transformation of Sources