eBook Proceedings of the First International Conference on Advanced Data and Information Engineering (DaEng-2013), 1st Edition

  • Published By:
  • ISBN-10: 9814585181
  • ISBN-13: 9789814585187
  • DDC: 006.3
  • Grade Level Range: College Freshman - College Senior
  • 730 Pages | eBook
  • Original Copyright 2014 | Published/Released June 2014
  • This publication's content originally published in print form: 2014
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The proceeding is a collection of research papers presented  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: • Database theory • Data management • Data mining and warehousing • Data privacy & security • Information retrieval, integration and visualization • Information system • Knowledge discovery in databases • Mobile, grid and cloud computing • Knowledge-based • Knowledge management • Web data, services and intelligence

Table of Contents

Front Cover.
Half Title Page.
Title Page.
Copyright Page.
Conference organisation.
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 Wavelet Support Vector Machine for Predicting Crude Oil Prices.
26: Performance Comparison of Two Fuzzy Based Models in Predicting Carbon Dioxide Emissions.
27: Survey on Product Review Sentiment Classification and Analysis Challenges.
28: SVD based Gene Selection Algorithm.
29: The social network role in improving recommendation performance of collaborative filtering.
30: Time Series Clustering: A Superior Alternative for Market Basket Analysis.
31: To Boost Graph Clustering Based on Power Iteration by Removing Outliers.
32: Weight-Based Firefly Algorithm for Document Clustering.
33: Image and Video Processing.
34: A Comparative Study of Tree-based Structure Methods for Handwriting Identification.
35: An Audio Steganography Technique to Maximize Data Hiding Capacity along with Least Modification of Host.
36: Carving linearly JPEG images using Unique Hex Patterns(UHP).
37: Distinguishing Twins by Gait via Jackknife-Like Validation in Classification Analysis.
38: Fingertips Tracking Based Active Contour for General HCI Application.
39: Parallel Full HD Video Decoding for Multicore architecture.
40: Information Processing and Integration.
41: A Comparison Study on Different Crowd Motion Estimation Algorithms Using Matlab.
42: A Modified LRE-TL Real-time Multiprocessor Scheduling Algorithm.
43: Border Noise Removal and Clean Up Based on Retinex Theory.
44: Chinese and Korean Cross-Lingual Issue News Detection based on Translation Knowledge of Wikipedia.
45: Collision Avoidance Path for Pedestrian Agent Performing Tawaf.
46: Cross-reading by leveraging a hybrid index of heterogeneous information.
47: Human Activity Recognition from Basic Actions Using Finite State Machine.
48: Information Retrieval and Visualization.
49: A Comparative Study of Cancer Classification Methods Using Microarray Gene Expression Profile.
50: An Efficient Perceptual Color Indexing Method for Content-based Image Retrieval Using Uniform Color Space.
51: Holographic Projection System with 3D Spatial Interaction.
52: Leveraging Post Level Quality Indicators in Online Forum Thread Retrieval.
53: Information System.
54: A Framework to Predict Software “Quality in Use” from Software Reviews.
55: A Unified Framework for Business Process Intelligence.
56: Effective Risk Management of Software Projects (ERM): An Exploratory Literature Review of IEEE and Scopus nline Databases.
57: Adaptive Questionnaire Ontology in Gathering Patient Medical History in Diabetes Domain.
58: Filtering of Unrelated Answers in a Cooperative Query Answering System.
59: Measuring eGovernment Systems Success: An Empirical Study.
60: The Comparison of CRM Model: a Baseline to Create Enterprise Architecture for Social CRM.
61: Mobile, Network, Grid and Cloud Computing.
62: A Model for Client Recommendation to a Desktop Grid Server.
63: A Reliable Data Flooding in Underwater Wireless Sensor Network.
64: Analyzing the Performance of Low Stage Interconnection Network.
65: Concurrent Context-Free Grammars.
66: E ect of the Spin-orbit Interaction on Partial Entangled Quantum Network.
67: Enhancement of the RFID Data Management using EPCIS and e-Transaction.
68: Multi-Criteria Based Algorithm for Scheduling Divisible Load.
69: Performance Analysis of Mobile Ad Hoc Networks using Queuing Theory.
70: Service Dynamic Substitution Approach Based on Cloud Model.
71: Text Summarization in Android Mobile Devices.
72: The Design of Android Metadata based on Reverse Engineering using UML.
73: The Idle Resource Items Workload and Implication on Different Weight Balance Rate in Grid Scheduling.
74: Two-Level QoS-Oriented Downlink Packet Schedulers in LTE Networks: A Review.
75: Using search results metadata to discover effective learning objects for mobile devices.
76: Web Data, Services and Intelligence.
77: Analysis of Trust Models to Improve E-Commerce Multi-Agent Systems.
78: Augmenting Concept Definition in Gloss Vector Semantic Relatedness Measure using Wikipedia Articles.
79: Development of Web Services Fuzzy Quality Models using Data Clustering Approach.
80: Thai Related Foreign Language Specific Web Crawling Approach.
81: Web Discussion Summarization: Study Review.
82: Recent Advances in Information Systems.
83: A Quantitative Study for Developing A Computerized System for Bone Age Assessment in University of Malaya Medical Center.
84: Customer E-loyalty: From an Estimate in Electronic Commerce with an Artificial Neural Fuzzy Interface System (ANFIS).
85: DMM-Stream: A Density Mini-Micro Clustering Algorithm for Evolving Data Streams.
86: Failure Recovery of Composite Semantic Services using Expiration Times.
87: Improving Dynamically Personalized E-Learning by Applying a Help-seeking Model.
88: Mining Educational Data for Effective Educational Resources.
89: A Comparison of Three Documentation Styles for Educational Data Analysis.
90: Educational Data Mining: A Systematic Review of the Published Literature 2006-2013.
91: Learning Analytics: definitions, applications and related fields A study for future challenges.