Proceedings of the First International Conference on Advanced Data and Information Engineering (DaEng-2013)

Publisher Springer

Format

eBook

2nd Edition 1st Edition

Quantity

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Publisher

Springer

Volume

Copyright

2014

ISBN13

9789814585187

Release

Format

eBook

Grade Level

College Freshman - College Senior

DDC
TBD

Overview

The proceeding is a collection of research papers presented\xa0 at the International Conference on Data Engineering 2013 (DaEng-2013), a conference dedicated to address the challenges in the areas of database, information retrieval, data mining and knowledge management, thereby presenting a consolidated view to the interested researchers in the aforesaid fields. The goal of this conference was to bring together researchers and practitioners from academia and industry to focus on advanced on data engineering concepts and establishing new collaborations in these areas. The topics of interest are as follows but are not limited to:�\xa0Database theory�\xa0Data management�\xa0Data mining and warehousing�\xa0Data privacy & security�\xa0Information retrieval, integration and visualization�\xa0Information system�\xa0Knowledge discovery in databases�\xa0Mobile, grid and cloud computing�\xa0Knowledge-based�\xa0Knowledge management�\xa0Web data, services and intelligence
Front Cover.
Half Title Page.
Title Page.
Copyright Page.
Preface.
Acknowledgments.
Conference organisation.
Contents.
1: Database Theory.
2: A Log File Analysis Technique using Binary-Based Approach.
3: An Application of Oversampling, Undersampling, Bagging and Boosting in Handling Imbalanced Datasets.
4: Excel-Database Converting System using Data Normalization Technique.
5: Model for Automatic Textual Data Clustering in Relational Databases Schema.
6: Sampling Semantic Data Stream: Resolving Overload and Limited Storage Issues.
7: Shared-Table for Textual Data Clustering in Distributed Relational Databases.
8: Data Warehousing and Mining.
9: A Graph-based Reliable User Classification.
10: A Modified Artificial Bee Colony Optimization for Functional Link Neural Network Training.
11: A Review on Bloom Filter Based Approaches for RFID Data Cleaning.
12: An unsupervised, fast correlation-based filter for feature selection for data clustering.
13: Comparison of Feature Dimension Reduction Approach for Writer Verification.
14: Countering the problem of oscillations in Bat-BP gradient trajectory by using momentum.
15: CSBPRNN: A New Hybridization Technique Using Cuckoo Search to Train Back Propagation Recurrent Neural Network.
16: Data Mining of Protein Sequences with Amino Acid Position-Based Feature Encoding Technique.
17: Detecting Definite Least Association Rule in Medical Database.
18: Discovering Interesting Association Rules from Student Admission Dataset.
19: Follower Classification Based on User Behavior for Issue Clusters.
20: Implementation of Modified Cuckoo Search Algorithm on Functional Link Neural Network for Temperature and Relative Humidity Prediction.
21: Mining Indirect Least Association Rule.
22: Negative Selection Algorithm: A Survey on the Epistemology of Generating Detectors.
23: Nonparametric Orthogonal NMF and Its Application in Cancer Clustering.
24: Optimal Parameters Estimation in AWJ Machining Process using Active Set Method.
25: Orthogonal
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Proceedings of the First International Conference on Advanced Data and Information Engineering (DaEng-2013)

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Table of Contents