Computational intelligence in data mining : proceedings of the International Conference on CIDM 2017 /: proceedings of the International Conference on CIDM 2017. ([2019])

• Record Type: Book
• Further Information: Note: Himansu Sekhar Behera, Janmenjoy Nayak, Bighnaraj Naik, Ajith Abraham, editors.
• Editors: Behera, Himansu Sekhar; Nayak, Janmenjoy; Naik, Bighnaraj; Abraham, Ajith, 1968-
• Other Names: International Conference on "Computational Intelligence in Data Mining", 4th
• Contents: Intro; Preface; Conference Committee; Chief Patron and President; Honorary Advisory Chair; Honorary General Chair; General Chair; Programme Chair; Chairman, Organizing Committee; Vice-Chairman, Organizing Committee; Convenor; International Advisory Committee; National Advisory Committee; Technical Committee Members; Finance Committee; Publication Chair; Special Session Chairs; Publicity Chair; Registration Chair; Sponsorship Chair; Web Chair; Organizing Committee Members; International Reviewer Committee; Acknowledgements; Contents; About the Editors 1 BER Performance Analysis of Image Transmission Using OFDM Technique in Different Channel Conditions Using Various Modulation TechniquesAbstract; 1 Introduction; 2 Fading Environment; 2.1 AWGN Channel; 2.2 Rician Channel; 3 Proposed Work; 4 Simulation Results and Discussion; 5 Conclusion; References; 2 On Understanding the Release Patterns of Open Source Java Projects; Abstract; 1 Introduction; 2 Data Collection Methodology; 3 Analysis; 3.1 Datasets and Their Entire Release History; 3.2 Major and Minor Versions of the Datasets; 3.3 The Exceptions; 3.3.1 Datasets Following the TR Models 3.3.2 Datasets Following RR Models at Later Stages3.3.3 Datasets Following the RR Models with Few Exceptional Cases; 4 Conclusions; References; 3 A Study of High-Dimensional Data Imputation Using Additive LASSO Regression Model; Abstract; 1 Introduction; 1.1 Origins of Missing Data; 1.1.1 Unit Non-response; 1.1.2 Item Non-response; 1.1.3 Missing Completely At Random (MCAR); 1.1.4 Missing At Random (MAR); 1.1.5 Missing Not at Random (MNAR); 1.2 High-Dimensional Data; 2 Research Background; 2.1 Multiple Imputations; 2.2 Additive LOSSO Model; 2.2.1 Coefficient Estimates Can Be Calculated 3 Related Work and Result Analysis3.1 Data Exploration; 3.1.1 Histogram and Plot; 3.1.2 Aggregation Plot; 3.2 Imputation Techniques; 3.2.1 Deletion Technique; 3.2.2 Predictive Mean; 3.2.3 Additive LASSO Model; 4 Conclusion; References; 4 An Efficient Multi-keyword Text Search Over Outsourced Encrypted Cloud Data with Ranked Results; Abstract; 1 Introduction; 2 Background; 2.1 System Model; 2.2 Threat Models; 2.3 Preliminaries; 3 Encrypted Schemes; 3.1 The BMRSCD Scheme; 3.2 The EMRSCD Scheme; 4 Performance Analysis; 4.1 Index Tree Construction; 4.2 Search Efficiency 5 Conclusion and Future WorkReferences; Robust Estimation of IIR System's Parameter Using Adaptive Particle Swarm Optimization Algorithm; 1 Introduction; 2 Problem Formulation; 3 Robust Estimation of IIR System's Parameter; 3.1 Robust Fitness Function; 4 Modified PSO for Robust Parameter Estimation of IIR System; 5 Simulation Results and Discussions; 6 Conclusion; References; 6 A Shallow Parser-based Hindi to Odia Machine Translation System; Abstract; 1 Introduction; 2 Theoretical Foundation; 2.1 De-formatter; 2.2 Morphological Analyzer; 2.3 Part-of-Speech (PoS); 2.4 Transfer Modules
• Publisher Details: Singapore : Springer
• Publication Date: 2019
• Copyright Date: 2019
• Extent: 1 online resource, illustrations
• Subjects: 006.3; Computational intelligence -- Congresses; Data mining -- Congresses; COMPUTERS / General; Computational intelligence; Data mining; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9789811080555; 9811080550
• Related ISBNs: 9789811080548; 9811080542
• Notes: Note: Includes bibliographical references and index.; Note: Vendor-supplied metadata.
• 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.