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Advanced Intelligent Systems for Sustainable Development (AI2SD'2019). / Volume 4, Advanced intelligent systems for applied computing sciences

Author: Mostafa Ezziyyani
Publisher: Cham : Springer, 2020.
Series: Advances in intelligent systems and computing, 1105.
Edition/Format:   eBook : Document : Conference publication : EnglishView all editions and formats
Summary:

The book consists of fifty-two chapters, each of which shares the latest research in the fields of big data and data science, and describes use cases and applications of big data technologies in  Read more...

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Genre/Form: Electronic books
Conference papers and proceedings
Congresses
Additional Physical Format: Print version:
Ezziyyani, Mostafa
Advanced Intelligent Systems for Sustainable Development (AI2SD'2019) : Volume 4 - Advanced Intelligent Systems for Applied Computing Sciences
Cham : Springer,c2020
Material Type: Conference publication, Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Mostafa Ezziyyani
ISBN: 9783030366742 303036674X
OCLC Number: 1140792261
Notes: Description based upon print version of record.
5 Visual Servoing Loop for Multiple Triangle
Includes author index.
Description: 1 online resource (539 p.).
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 Comparative Evaluation of Classification Algorithms for Sentiment Analysis Using Word Embeddings --
Abstract --
1 Introduction --
2 Related Work --
2.1 Machine Learning Based Approach --
2.2 Lexicon-Based Approach --
2.3 Hybrid Based Approach --
3 Architecture 3.1 Data Preprocessing and Cleaning --
3.2 Word Embedding Using Word2Vec Model --
3.3 Machine Learning Classification --
4 Experiments and Results --
4.1 Datasets --
4.2 Performance Measure --
4.3 Results and Discussion --
5 Conclusion and Future Work --
References --
A Deep Neural Network Classification Approach for Alzheimer's Disease Diagnosis --
1 Introduction --
2 State of the Art --
3 Methodology --
3.1 Data Subjects --
3.2 Data Preparation --
3.3 Dimensionality Reduction --
3.4 Deep Neural Network --
4 Results and Discussion --
5 Conclusion --
References A Lightweight Cellular Automata-Based Cryptosystem Evaluated with NIST Statistical Tests --
Abstract --
1 Introduction --
2 Cellular Automata --
3 Related Works --
4 Proposed Algorithm --
5 NIST Statistical Randomness Tests --
5.1 Plaintext/Cipher-Text Correlation --
5.2 Low Density Key/Plaintext --
5.3 High Density Key/Plaintext --
5.4 Numerical Results --
6 Conclusion and Perspectives --
References --
A Literature Review of Steering Angle Prediction Algorithms for Self-driving Cars --
Abstract --
1 Introduction --
2 Literature Survey --
2.1 Computer Vision Based Approach 2.2 Neural Network Based Approach --
3 Discussion --
4 Conclusion and Future Work --
References --
A Multi-criteria Analysis and Advanced Comparative Study Between IT Governance References --
Abstract --
1 Introduction --
2 Standards vs Best Practices --
2.1 Standards --
2.2 Best Practices --
3 IT Governance --
4 Comparative Study of IT Governance References --
4.1 SWOT Analysis --
4.2 Multi-criteria Comparative Study --
5 Case Study --
6 Conclusion --
References --
A New Approach of a List of Items for Search Retrieval Systems --
Abstract --
1 Introduction --
2 Preliminaries: Related Work 3 Proposed Work --
4 Our Proposition --
4.1 The Recommendation of a List of Relevant Result for Keyword --
4.2 Keyword Tree --
4.3 Item Tree --
4.4 Result of Recommendation --
5 Precision and Recall --
6 Experimentation --
6.1 The Results of the Recommendation of a List of Items for a Keyword --
7 Conclusion --
References --
A Rigid Visual Servoing Approach for Elastic Objects Using Weighted Primitives --
1 Introduction --
2 Related Work --
3 Interaction Matrix: Image to Camera Jacobian --
4 Visual Servoing Loop for Elastic Deformation --
4.1 Visual Servoing Loop for One Triangle
Series Title: Advances in intelligent systems and computing, 1105.
Other Titles: Advanced intelligent systems for applied computing sciences
AI2SD 2019
Responsibility: Mostafa Ezziyyani, editor.

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