عنوان

5th International Symposium on Data Mining Applications /

(Number (ISBN

3319787535

(Number (ISBN

9783319787534

Erroneous ISBN

3319787527

Erroneous ISBN

9783319787527

Title Proper

5th International Symposium on Data Mining Applications /

General Material Designation

[Book]

First Statement of Responsibility

Mamdouh Alenezi, Basit Qureshi, editors.

Place of Publication, Distribution, etc.

Cham, Switzerland :

Name of Publisher, Distributor, etc.

Springer,

Date of Publication, Distribution, etc.

2018.

Specific Material Designation and Extent of Item

1 online resource (xvi, 248) :

Other Physical Details

portraits, illustrations

Series Title

Advances in intelligent systems and computing,

Volume Designation

volume 753

ISSN of Series

2194-5357 ;

Text of Note

Includes author index.

Text of Note

Intro; Foreword; Organization; Organizing Committee; Symposium Co-chairs; Media and Publicity Chairs; Industrial Collaboration Chair; Invited Talks Chairs; Local Organization Chairs; Tutorials Chair; Web Manager; Technical Program Committee; Additional Reviewers; Acknowledgements; Keynote Speakers; Massive Online Analytics for the Internet of Things (IoT); Object and Pattern Recognition in Aerial Images Using Convolutional Neural Networks-Examples and Applications; Contents; Machine Learning and Data Mining Applications (MLDM).

Text of Note

4 The Frequency of Nontemplatic Words (Particles and Foreign Nouns)5 A Case for Pattern Orientation and a Proposed Ontology; 6 Conclusion; Acknowledgement; References; A Benchmark Collection for Mapping Program Educational Objectives to ABET Student Outcomes: Accredit ... ; Abstract; 1 Introduction; 2 Literature Review; 3 Importance of the Data; 4 Data Collection; 4.1 Documents; 4.2 Class-Labels (Student Outcomes); 4.3 Policies of Developing PEOs; 4.4 Data Cleansing and Statistics; 5 Benchmarking of the Collection; 6 Results and Discussion; 7 Conclusion and Future Work; References.

Text of Note

4.2 DBSCAN Clustering4.3 Visualization; 5 Conclusion; References; Support of Existing Chatbot Development Framework for Arabic Language: A Brief Survey; Abstract; 1 Introduction; 2 Related Work; 2.1 Chatbot Overview; 2.2 The Arabic Language; 2.3 Arabic Language and Chatbot Challenges; 3 Survey; 4 Conclusions; References; The Generative Power of Arabic Morphology and Implications: A Case for Pattern Orientation in Arabic Corpus Annotation and a Proposed Pattern Ontology; Abstract; 1 Introduction; 2 The Corpus; 3 The Frequency of Patterns.

Text of Note

Software/Frameworks for Machine Learning and Data Mining Applications (Software)Bug Reports Evolution in Open Source Systems; 1 Introduction; 2 Literature Review; 3 Bug Tracking System; 4 Data Collection; 5 Research Methodology; 6 Analysis and Discussion; 7 Conclusion; References; Analysis of Call Detail Records for Understanding Users Behavior and Anomaly Detection Using Neo4j; Abstract; 1 Introduction; 2 Preliminary; 2.1 Call Detail Records; 2.2 Neo4j; 2.3 Cypher Query; 3 Description of the Problem; 4 Running Example; 5 Transformation from CDRs into Neo4j.

Text of Note

Use of Machine Learning for Rate Adaptation in MPEG-DASH for Quality of Experience Improvement1 Introduction; 2 Related Work; 3 Proposed Method; 3.1 Experimental Setup and Data Acquisition; 3.2 Feature Extraction and Classification; 4 Experimental Results; 5 Conclusion; References; Analysis of Traffic Accident in Riyadh Using Clustering Algorithms; 1 Introduction; 2 Literature Review; 3 Method; 3.1 Data Understanding and Exploration; 3.2 Data Preparation and Pre-processing; 3.3 Traffic Accident Black Spot Analysys Techniques; 4 Experimental Results; 4.1 K-means Algorithm.

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Text of Note

The 5th Symposium on Data Mining Applications (SDMA 2018) provides valuable opportunities for technical collaboration among data mining and machine learning researchers in Saudi Arabia, Gulf Cooperation Council (GCC) countries and the Middle East region. This book gathers the proceedings of the SDMA 2018. All papers were peer-reviewed based on a strict policy concerning the originality, significance to the area, scientific vigor and quality of the contribution, and address the following research areas." Applications: Applications of data mining in domains including databases, social networks, web, bioinformatics, finance, healthcare, and security." Algorithms: Data mining and machine learning foundations, algorithms, models, and theory." Text Mining: Semantic analysis and mining text in Arabic, semi-structured, streaming, multimedia data." Framework: Data mining frameworks, platforms and systems implementation." Visualizations: Data visualization and modeling.

Title

5th International Symposium on Data Mining Applications.

International Standard Book Number

9783319787527

Data mining, Congresses.

COMPUTERS-- General.

Data mining.

COM-- 000000

UYQ

Number

Edition

Class number

Alenezi, Mamdouh

Qureshi, Basit

International Symposium on Data Mining Applications(5th :2018 :, Riyadh, Saudi Arabia)

Date of Transaction

20200823113729.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y