| Description |
1 online resource (176 pages) |
| Series |
Advances in Intelligent Systems and Computing ; v. 1106 |
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Advances in intelligent systems and computing ; 1106.
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| Contents |
Intro -- Preface -- Overview About AI2SD Editions -- Foreword -- Acknowledgements to AI2SD'2019 Participants -- Organization -- General Chair -- Co-chairs -- Keynotes Speakers -- TPC Chairs -- Ph. D. Organizing Committee -- Local Organizing Committee -- Scientific Committee -- Contents -- About the Editor -- A New Clustering Approach for K-NN Algorithm Optimization: Application to Marketplace Profile User Prediction -- Abstract -- 1 Introduction -- 2 Background of K-Nearest Neighbors -- 2.1 Theory of K-Nearest Neighbors -- 2.2 Limit of K-Nearest Neighbors' Application |
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2.3 Optimization of K-Nearest Neighbors -- 3 The Proposed Approach -- 3.1 Normalization -- 3.2 Insignificant Attributes Detection Method -- 3.3 Clustering -- 4 Result and Analysis -- 4.1 Dataset -- 4.2 Computation -- 4.3 Results -- 5 Conclusion and Perspectives -- References -- A Novel Face Recognition System Based on Gabor and Zernike Features -- Abstract -- 1 Introduction -- 2 The Proposed Descriptor -- 3 The Experiments and Tests -- 3.1 FERET Dataset -- 3.2 Results and Discussion -- 4 Conclusion -- References -- An Efficient Method for Character Segmentation in Moroccan License Plate Images |
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1 Introduction -- 2 The Proposed Approach -- 2.1 Preprocessing -- 2.2 Connection of Vertically Fragmented Characters -- 2.3 Character Segmentation -- 3 Experimental Study -- 3.1 Testing Dataset -- 3.2 Evaluation -- 4 Conclusion and Future Works -- References -- Conditional Assessment of Uncertain Parameters Using Palm Probabilistic Approach and Kriging Interpolation -- 1 Description of the Approach -- 1.1 Palm Probabilistic Approach -- 1.2 Kriged Interpolating Approach -- 2 Numerical Simulations -- 3 Conclusion -- References -- CSO to Solve the Shop Scheduling Problem: Survey -- Abstract |
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1 Introduction -- 2 The Shop Scheduling Problem -- 2.1 Problem's Data -- 2.2 The General SSP Constraints -- 2.3 Mathematical Formulation of the General Shop Scheduling Problem -- 2.4 Solution -- 3 Cat Swarm Optimization to the SSP -- 4 Comparative Study -- 4.1 The Comparative Study of the CSO to the JSSP -- 4.2 The Comparative Study of the CSO to the FSSP -- 4.3 The Comparative Study of the CSO to the OSSP -- 5 Conclusion -- References -- Development of Deep Learning-Based Facial Recognition System -- Abstract -- 1 Introduction -- 2 Related Works -- 3 The Proposed Method -- 3.1 Architecture |
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3.2 Training Using Stochastic Gradient Descent and Backpropagation -- 4 The Experiments and Tests -- 4.1 Labeled Face in the Wild -- 4.2 Results and Discussion -- 5 Conclusion -- References -- FPGA-Based Implementation of Optical Flow for Object Detection -- Abstract -- 1 Introduction -- 2 Optical Flow Computation -- 3 Implementation -- 3.1 High Level Design -- 3.2 Implementation Xilinx System Generator -- 4 Results -- 5 Conclusion -- References -- FPGA-Based System for Road Signs Color Segmentation -- Abstract -- 1 Introduction -- 2 Proposed System and Implementation -- 2.1 Image Pre-processing |
| Summary |
In this book, the authors explore technological advances in the fields of multimedia processing and mathematical modeling by highlighting the latest research in this field, discussed at the International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD-2019), held on July 08-11, 2019 in Marrakech, Morocco. In addition to advances in architectures, networking and system support tools for multimedia and hypermedia, the book examines the role of mathematical modeling as a tool for the standardization and formulation of design, management, decision-making and optimization problems, and presents various innovative works involving advanced intelligent systems based on appropriate mathematical modeling tools and techniques. The book is intended for all actors in the educational sector, namely students, professors, academic researchers and stakeholders whose work involves multimedia system development, design and applications. It constitutes an essential forum for the exchange of ideas, approaches, and innovative techniques between these actors concerning the development of and innovation in the field of education with the I4.0 revolution. The authors of each chapter report on the state of the art and present the outcomes of their own research, laboratory experiments, and successful applications. The purpose of the book is to combine the idea of advanced intelligent systems with appropriate tools and techniques for modeling, management, and decision support in the fields of multimedia system development, design and applications |
| Notes |
2.2 Operations on RGB and Thresholding |
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Print version record |
| Subject |
Artificial intelligence -- Congresses
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Sustainable development -- Congresses
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Artificial intelligence
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Sustainable development
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Ezziyyani, Mostafa
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| ISBN |
9783030366773 |
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3030366774 |
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