Computational intelligence in data mining : Proceedings of the International Conference on ICCIDM 2018 /: Proceedings of the International Conference on ICCIDM 2018. (©2020)

• Record Type: Book
• Other Titles: ICCIDM 2018
• Further Information: Note: Himansu Sekhar Behera, Janmenjoy Nayak, Bighnaraj Naik, Danilo Pelusi, editors.
• Other Names: Behera, Himansu Sekhar; Nayak, Janmenjoy; Naik, Bighnaraj; Pelusi, Danilo; International Conference on Computational Intelligence in Data Mining, 5th
• Contents: Intro; ICCIDM Committee; Chief Patron & President; Co-Patron; Honorary Advisory Chair; Honorary General Chair; General Chair; Program Chair; Organizing Chair; International Advisory Committee; National Advisory Committee; Technical Committee; Publicity Chair; Sponsorship Chair; Registration Chair; Web Chair; Publication Chair; Organizing Committee; Organizing Secretary; Technical Reviewers; Preface; Acknowledgements; About the Conference; Contents; About the Editors; Cluster Validity Using Modified Fuzzy Silhouette Index on Large Dynamic Data Set; 1 Introduction; 2 Related Work 2.1 Fuzzy Cluster Validity Indices2.2 Fuzzy Silhouette Width (Point-Wise); 3 Proposed Method; 3.1 Modified Fuzzy Silhouette Indices; 4 Execution Setup and Results; 4.1 Execution Setup; 4.2 Data Sets; 4.3 Results Analysis; 5 Conclusions; References; RRF-BD: Ranger Random Forest Algorithm for Big Data Classification; 1 Introduction; 1.1 Ranger Random Forest (RRF); 2 Related Works; 3 Proposed Work; 4 Result Analysis; 5 Conclusion and Future Scope; References; Survey on Plagiarism Detection Systems and Their Comparison; 1 Introduction; 2 Related Work 2.1 Plagiarism Detection Using Linguistic Features2.2 Extrinsic Plagiarism Detection Based on Semantic Role Labelling; 2.3 Plagiarism Detection Based on Linguistic Knowledge; 2.4 VSM Approach for Detecting Extrinsic Plagiarism in Text; 2.5 AuthentiCop; 2.6 External Plagiarism Detection Technique Using Vector Space Model; 2.7 Semantic Role Labelling; 2.8 Semantic Role Labelling Using Argument Weighting; 2.9 Extrinsic Plagiarism Detection Using Vector Space and Nearest Neighbour Search; 2.10 Fuzzy Technique for Detecting Plagiarism Based on Semantic String Similarity 3 Analysis of Performance of the Extrinsic Plagiarism Detection Systems4 Conclusion; References; IoT in Home Automation; 1 Introduction; 2 Review of Literature; 3 Necessity of Home Automation; 4 Artificial Intelligence in Smart Home; 5 Problem Formulation with Basic Design Principle; 6 Steps While Designing Storage Engine; 7 Analyzing Databases Using Metaheuristic Approach; 8 Performance Evaluation; 9 Discussion and Future Direction; 10 Conclusion; References; Finding Correlation Between Twitter Influence Metrics and Centrality Measures for Detection of Influential Users; 1 Introduction 2 Related Work3 Data Collection; 4 Features; 4.1 Centrality Features; 4.2 Metrics Based Features; 5 Results and Analysis; 5.1 Correlation Among Features; 6 Conclusion and Future Direction of Work; References; QMAA: QoS and Mobility Aware ACO Based Opportunistic Routing Protocol for MANET; 1 Introduction; 2 Related Work; 3 Qmaa; 4 Simulation Results and Discussion; 5 Conclusion and Future Work; References; An Effective Trajectory Planning for a Material Handling Robot Using PSO Algorithm; 1 Introduction; 2 Experimental Setup; 3 Algorithm; 4 Results; 5 Conclusion; References
• Publisher Details: Singapore : Springer
• Publication Date: 2020
• Copyright Date: 2020
• Extent: 1 online resource (789 pages)
• Subjects: 006.3; Computational intelligence -- Congresses; Data mining -- Congresses; Computational intelligence; Data mining; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9789811386763; 9811386765
• Related ISBNs: 9789811386756
• Notes: Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.