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Table of Contents
Intro; Preface; Organization; Chief Patron; Patron; Advisory Committee; Honorary Chairs; General Chairs; Convener; Organizing Chairs; Publication Chair; Steering Committee; Editorial Board; Transport and Hospitality Chairs; Session Management Chairs; Registration Chairs; Publicity Chairs; Workshop Chairs; Track Chairs; Special Session Chairs; Technical Program Committee/International Reviewer Board; Contents; About the Editors; 1 Assessment of Integrity Auditing Protocols for Outsourced Big Data; Abstract; 1 Introduction; 2 Verification Methods of Integrity Auditing
3 Integrity Auditing Approaches for Outsourced Big Data4 Conclusion; References; 2 A New Term Weight Measure for Gender Prediction in Author Profiling; Abstract; 1 Introduction; 2 Related Work; 3 Existing Approach; 3.1 Bag of Words (BOW) Approach; 3.2 Dataset Characteristics; 3.3 Evaluation Measures; 4 Proposed Supervised Term Weight Measure; 5 Empirical Evaluations; 5.1 Results of Stylistic Features; 5.2 Weighted Representation of Part-of-Speech (POS) N-Grams; 5.3 BOW Model for Gender Prediction Using Most Frequent Terms as Features
5.4 Proposed Supervised Term Weight Measure for Gender Prediction Using Most Frequent Terms as Features6 Conclusions and Future Scope; References; 3 Image Encryption Based on Arnold Cat Map and GA Operator; Abstract; 1 Introduction; 2 Phases of Proposed Algorithm; 2.1 Pseudorandom Number Generation; 2.2 Bit Permutation Phase; 2.3 Pixel Permutation Phase; 2.4 Pixel Modification Phase; 3 Proposed Image Encryption and Decryption Algorithm; 3.1 Algorithm: Key Generation; 3.2 Bit Permutation Phase; 3.3 Pixel Permutation Phase; 3.4 Pixel Modification Phase; 3.5 Algorithm Image Decryption
4 Experimental Result4.1 Histogram Analysis; 4.2 Information Entropy Analysis; 4.3 Correlation Analysis; 5 Comparative Study; 6 Conclusion; References; 4 SVM Based Method for Identification and Recognition of Faces by Using Feature Distances; Abstract; 1 Introduction; 2 Literature Survey; 3 Design Methodology; 3.1 Feature Extraction; 3.2 Registration Sub-system; 3.3 Identification Sub-system; 4 Results and Discussion; 5 Conclusion; References; 5 Content-Aware Reversible Data Hiding: URHS; Abstract; 1 Introduction; 2 Related Work; 2.1 Histogram Modification; 2.2 Literature
2.3 Histogram Modification Embedding Process3 Proposed Technique; 3.1 Divide into Uniform Regions; 3.2 Generate Histogram Bins to Each Region; 3.3 Histogram Shift Operation; 3.4 Proposed Technique Embedding Process; 3.5 Proposed Technique Extraction Process; 4 Results Analysis; 5 Conclusions; References; 6 Application of TF-IDF Feature for Categorizing Documents of Online Bangla Web Text Corpus; Abstract; 1 Introduction; 2 Existing Work; 3 Proposed Model; 4 Experimental Setup; 4.1 Data Collection; 4.2 Feature Extraction; 4.3 Experimental Result; 5 Conclusion; Acknowledgements; References
3 Integrity Auditing Approaches for Outsourced Big Data4 Conclusion; References; 2 A New Term Weight Measure for Gender Prediction in Author Profiling; Abstract; 1 Introduction; 2 Related Work; 3 Existing Approach; 3.1 Bag of Words (BOW) Approach; 3.2 Dataset Characteristics; 3.3 Evaluation Measures; 4 Proposed Supervised Term Weight Measure; 5 Empirical Evaluations; 5.1 Results of Stylistic Features; 5.2 Weighted Representation of Part-of-Speech (POS) N-Grams; 5.3 BOW Model for Gender Prediction Using Most Frequent Terms as Features
5.4 Proposed Supervised Term Weight Measure for Gender Prediction Using Most Frequent Terms as Features6 Conclusions and Future Scope; References; 3 Image Encryption Based on Arnold Cat Map and GA Operator; Abstract; 1 Introduction; 2 Phases of Proposed Algorithm; 2.1 Pseudorandom Number Generation; 2.2 Bit Permutation Phase; 2.3 Pixel Permutation Phase; 2.4 Pixel Modification Phase; 3 Proposed Image Encryption and Decryption Algorithm; 3.1 Algorithm: Key Generation; 3.2 Bit Permutation Phase; 3.3 Pixel Permutation Phase; 3.4 Pixel Modification Phase; 3.5 Algorithm Image Decryption
4 Experimental Result4.1 Histogram Analysis; 4.2 Information Entropy Analysis; 4.3 Correlation Analysis; 5 Comparative Study; 6 Conclusion; References; 4 SVM Based Method for Identification and Recognition of Faces by Using Feature Distances; Abstract; 1 Introduction; 2 Literature Survey; 3 Design Methodology; 3.1 Feature Extraction; 3.2 Registration Sub-system; 3.3 Identification Sub-system; 4 Results and Discussion; 5 Conclusion; References; 5 Content-Aware Reversible Data Hiding: URHS; Abstract; 1 Introduction; 2 Related Work; 2.1 Histogram Modification; 2.2 Literature
2.3 Histogram Modification Embedding Process3 Proposed Technique; 3.1 Divide into Uniform Regions; 3.2 Generate Histogram Bins to Each Region; 3.3 Histogram Shift Operation; 3.4 Proposed Technique Embedding Process; 3.5 Proposed Technique Extraction Process; 4 Results Analysis; 5 Conclusions; References; 6 Application of TF-IDF Feature for Categorizing Documents of Online Bangla Web Text Corpus; Abstract; 1 Introduction; 2 Existing Work; 3 Proposed Model; 4 Experimental Setup; 4.1 Data Collection; 4.2 Feature Extraction; 4.3 Experimental Result; 5 Conclusion; Acknowledgements; References