Database Theory and Application, Bio-Science and Bio-Technology: International Conferences, DTA and BSBT 2011, Held as Part of the Future Generation Information Technology Conference, FGIT 2011, in Conjunction with GDC 2011, Jeju Island, Korea, December 8-10, 2011. ProceedingsTai-hoon Kim, Hojjat Adeli, Alfredo Cuzzocrea, Tughrul Arslan, Yanchun Zhang, Jianhua Ma, Kyo-il Chung, Siti Mariyam Shamsuddin, Xiaofeng Song This book comprises selected papers of the International Conferences, DTA and BSBT 2011, held as Part of the Future Generation Information Technology Conference, FGIT 2011, in Conjunction with GDC 2011, Jeju Island, Korea, in December 2011. The papers presented were carefully reviewed and selected from numerous submissions and focuse on the various aspects of database theory and application, and bio-science and bio-technology. |
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Contents
A HeuristicBased Decision Tree Induction Method for Noisy Data | 1 |
Optimizing Database Queries with Materialized Views and Data Mining Models | 11 |
IPC Code Analysis of Patent Documents Using Association Rules and Maps Patent Analysis of Database Technology | 21 |
Classification Based on AttributeValuePair Integrate Gain | 31 |
Weighting Method Based on Entropy Analysis for Multisensor Data Fusion in Wireless Sensor Networks | 41 |
A Forecasting Model for Technological Trend Using Unsupervised Learning | 51 |
Mathematical Model and Analysis of Reliability and Safety of Large Database Systems | 61 |
Mobile Specification Retrieval Methods | 71 |
Reducing the Subjectivity of Gene Expression Data Clustering Based on Spatial Contiguity Analysis | 118 |
A Novel Noncontact Infection Screening System Based on SelfOrganizing Map with Kmeans Clustering | 125 |
Integrating Inductive Knowledge into the Inference System of Biomedical Informatics | 133 |
Method for Protein Active Sites Detection Based on Fuzzy Decision Trees | 143 |
Predicting Rare Classes of Primary Tumors with OverSampling Techniques | 151 |
MaskRendering of Mitochondrial Transports Using VTK | 161 |
Daisyworld in Two Dimensional SmallWorld Networks | 167 |
A Verification Tool for Splice Junction Sites on Whole Genome with Massive Reads | 179 |
A Comparative Analysis of Array Models for Databases | 80 |
A Case Study in a University Library | 90 |
Minimal Cost Attribute Reduction through Backtracking | 100 |
Protein Function Prediction by Spectral Clustering of Protein Interaction Network | 108 |
An Efficient Mapping Tool Using UniMark with Nonoverlapping Interval Indexing Strategy | 187 |
197 | |
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alignment anchor text application approach ARRAY ALGEBRA association rules attribute attribute-value pair Berlin Heidelberg 2011 Bioinformatics borrowed CAIG candidate splice junction class label classification clustering algorithm Computer concept Daisyworld data fusion data mining data set decision tree decision tree induction defined DES-Datalog detecting domain DTA/BSBT Engineering Entropy evaluation expert system extracted fuzzy decision trees genome graph hash table hyperlink IEEE initial points IPC code K-means keywords knowledge Machine Learning mask-rendering materialized views method misclassification cost mobile documents node optimization over-sampling paper patent documents performance prediction problem proposed protein protein active sites protein function query sequence random registration system retrieval robust-tree induction selected semantic networks sensor small-world networks spectral clustering splice junction sites Springer-Verlag Berlin Heidelberg structure student techniques technology forecasting temperature test cost text mining training data vacant technology visualization weighting values