Intro -- Preface -- Organization -- Abstracts of Invited Talks -- Plagiarizing Nature for Engineering Analysis and Design (Extended Abstract) -- Model Based Software Management (Extended Abstract) -- Contents -- Advanced Technology and Social Media Influence on Research, Industry and Community -- Abstract -- 1 Introduction -- 2 Partial Mentioning of Our Achievements -- References -- Data Mining and Information Retrieval -- Basketball Analytics. Data Mining for Acquiring Performances -- 1 Introduction -- 2 Related Works -- 3 Data -- 4 Data Mining Tasks for Basket Ball Analysis
4.1 Clustering -- 4.2 Classification -- 4.3 Prediction -- 5 Tests and Results -- 5.1 Clustering -- 5.2 Classification -- 5.3 Performance Prediction -- 6 Conclusions -- References -- Similarity Measures for Spatial Clustering -- 1 Introduction -- 2 Static Approach -- 3 Similarity Distances for a Dynamic Approach -- 4 Clustering Algorithms -- 4.1 Partitioning Methods -- 4.2 Hierarchical Methods -- 4.3 Density Based Methods -- 5 Tests and Results -- 5.1 Dynamic vs Static K-means -- 5.2 Comparison of K-meansstatic, K-meansdDyn1 and K-meansdDyn2 -- 5.3 Dynamic K-means vs DBSCAN and CAH
6 Conclusions -- References -- Computational Ontologies for a Semantic Representation of the Islamic Knowledge -- 1 Introduction -- 2 Arabic Linguistics -- 3 Arabic Legislative Sources -- 4 Islamic Ontologies -- 4.1 Quranic Ontologies -- 4.2 Hadith Ontologies -- 4.3 Islamic Legal Rulings Ontologies -- 5 Our Project -- 6 Results -- 6.1 Our Ontological Model -- 7 Future Work -- 8 Conclusion -- References -- A Parallel Implementation of GHB Tree -- 1 Introduction -- 2 Background -- 3 The Proposed GHB-tree -- 4 Experiments and Comparison -- 5 Conclusion -- References
Leveraging Web Intelligence for Information Cascade Detection in Social Streams -- 1 Introduction -- 2 Problem Formulation -- 3 Proposed Approach -- 4 Experiments and Results -- 4.1 Results and Discussion -- 5 Conclusion -- References -- Understanding User's Intention in Semantic Based Image Retrieval: Combining Positive and Negative Examples -- 1 Introduction -- 2 Related Works -- 3 Principle of Our Algorithm -- 4 Data and Hypothesis -- 4.1 Query Formulation -- 4.2 Ontology Creation -- 5 Our Algorithm -- 6 Experimental Evaluation -- 6.1 Images Collection -- 6.2 Experiments -- 7 Conclusion
Summary
This book constitutes the refereed proceedings of the 6th IFIP TC 5 International Conference on Computational Intelligence and Its Applications, CIIA 2018, held in Oran, Algeria, in May 2018. The 56 full papers presented were carefully reviewed and selected from 202 submissions. They are organized in the following topical sections: data mining and information retrieval; evolutionary computation; machine learning; optimization; planning and scheduling; wireless communication and mobile computing; Internet of Things (IoT) and decision support systems; pattern recognition and image processing; and semantic web services
Bibliography
Includes bibliographical references and author index
