Linked e-resources
Details
Table of Contents
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)
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
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
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
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
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
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
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
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