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Computational intelligence in data mining : Proceedings of the International Conference on ICCIDM 2018
- Author / Creator
- Conferences
- International Conference on Computational Intelligence in Data Mining (5th : 2018 : Odisha, India)
- Available as
- Online
Details
- Creator
- Himansu Sekhar Behera, Janmenjoy Nayak, Bighnaraj Naik, Danilo Pelusi, editors
- Format
- Books
- Language
- English
- Publication
-
- Singapore : Springer, [2020]
- ©2020
- Physical Details
-
- 1 online resource (789 pages)
- data file
- ISBNs
- 9789811386763, 9811386765, 9789811386756, 9789811386770
- OCLC
- on1113908662
- Description based upon print version of record.
- An Approach to Compress English Posts from Social Media Texts
- Includes author index.
- 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