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Advanced data mining and applications : 4th international conference, ADMA 2008, Chengdu, China, October 8-10, 2008 : proceedings / / Changjie Tang [and four others]
| Advanced data mining and applications : 4th international conference, ADMA 2008, Chengdu, China, October 8-10, 2008 : proceedings / / Changjie Tang [and four others] |
| Edizione | [1st ed. 2008.] |
| Pubbl/distr/stampa | Berlin, Germany ; ; New York, New York : , : Springer, , [2008] |
| Descrizione fisica | 1 online resource (XVII, 759 p.) |
| Disciplina | 006.312 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Data mining
Computer algorithms |
| ISBN | 3-540-88192-1 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Keynotes -- An Introduction to Transfer Learning -- Autonomy-Oriented Computing (AOC), Self-organized Computability, and Complex Data Mining -- Regular Papers -- Improving Angle Based Mappings -- Mining Natural Language Programming Directives with Class-Oriented Bayesian Networks -- Boosting over Groups and Its Application to Acronym-Expansion Extraction -- A Genetic-Based Feature Construction Method for Data Summarisation -- Suicidal Risk Evaluation Using a Similarity-Based Classifier -- Gene Selection for Cancer Classification Using DCA -- FARS: A Multi-relational Feature and Relation Selection Approach for Efficient Classification -- Enhancing Text Categorization Using Sentence Semantics -- Mining Evolving Web Sessions and Clustering Dynamic Web Documents for Similarity-Aware Web Content Management -- Data Quality in Privacy Preservation for Associative Classification -- Timeline Analysis of Web News Events -- Analysis of Alarm Sequences in a Chemical Plant -- Speed Up SVM Algorithm for Massive Classification Tasks -- Mining Supplemental Frequent Patterns -- A Distributed Privacy-Preserving Association Rules Mining Scheme Using Frequent-Pattern Tree -- Dichotomy Method toward Interactive Testing-Based Fault Localization -- Maintaining the Maximum Normalized Mean and Applications in Data Stream Mining -- Identification of Interface Residues Involved in Protein-Protein Interactions Using Naïve Bayes Classifier -- Negative Generator Border for Effective Pattern Maintenance -- CommTracker: A Core-Based Algorithm of Tracking Community Evolution -- Face Recognition Using Clustering Based Optimal Linear Discriminant Analysis -- A Novel Immune Based Approach for Detection of Windows PE Virus -- Using Genetic Algorithms for Parameter Optimization in Building Predictive Data Mining Models -- Using Data Mining Methods to Predict Personally Identifiable Information in Emails -- Iterative Reinforcement Cross-Domain Text Classification -- Extracting Decision Rules from Sigmoid Kernel -- DMGrid: A Data Mining System Based on Grid Computing -- S-SimRank: Combining Content and Link Information to Cluster Papers Effectively and Efficiently -- Open Domain Recommendation: Social Networks and Collaborative Filtering -- An Effective Approach for Identifying Evolving Three-Dimensional Structural Motifs in Protein Folding Data -- Texture Image Retrieval Based on Contourlet Transform and Active Perceptual Similarity Learning -- A Temporal Dominant Relationship Analysis Method -- Leakage-Aware Energy Efficient Scheduling for Fixed-Priority Tasks with Preemption Thresholds -- Short Papers -- Learning and Inferences of the Bayesian Network with Maximum Likelihood Parameters -- TARtool: A Temporal Dataset Generator for Market Basket Analysis -- Dimensionality Reduction for Classification -- Trajectories Mining for Traffic Condition Renewing -- Mining Bug Classifier and Debug Strategy Association Rules for Web-Based Applications -- Test the Overall Significance of p-values by Using Joint Tail Probability of Ordered p-values as Test Statistic -- Mining Interesting Infrequent and Frequent Itemsets Based on MLMS Model -- Text Learning and Hierarchical Feature Selection in Webpage Classification -- The RSO Algorithm for Reducing Number of Set Operations in Association Rule Mining -- Predictive Performance of Clustered Feature-Weighting Case-Based Reasoning -- Selecting the Right Features for Bipartite-Based Text Clustering -- Image Emotional Classification Based on Color Semantic Description -- A Semi-supervised Clustering Algorithm Based on Must-Link Set -- T-rotation: Multiple Publications of Privacy Preserving Data Sequence -- The Integrated Methodology of KPCA and Wavelet Support Vector Machine for Predicting Financial Distress -- Outlier Detection Based on Voronoi Diagram -- AWSum – Data Mining for Insight -- Integrative Neural Network Approach for Protein Interaction Prediction from Heterogeneous Data -- Rules Extraction Based on Data Summarisation Approach Using DARA -- A Rough-Apriori Technique in Mining Linguistic Association Rules -- Mining Causal Knowledge from Diagnostic Knowledge -- Modified Particle Swarm Optimizer with Adaptive Dynamic Weights for Cancer Combinational Chemotherapy -- MPSQAR: Mining Quantitative Association Rules Preserving Semantics -- Using Support Vector Regression for Classification -- Dynamic Growing Self-organizing Neural Network for Clustering -- A Design of Reward Function Based on Knowledge in Multi-agent Learning -- A Learning Method of Detecting Anomalous Pedestrian -- Moment+: Mining Closed Frequent Itemsets over Data Stream -- CDPM: Finding and Evaluating Community Structure in Social Networks -- Using Matrix Model to Find Association Rule Core for Diverse Compound Critiques -- Link-Contexts for Ranking -- DC-Tree: An Algorithm for Skyline Query on Data Streams -- Sequential Pattern Mining for Protein Function Prediction -- Improving Web Search by Categorization, Clustering, and Personalization -- JSNVA: A Java Straight-Line Drawing Framework for Network Visual Analysis -- Recognition of Data Records in Semi-structured Web-Pages Using Ontology and ? 2 Statistical Distribution -- Organizing Structured Deep Web by Clustering Query Interfaces Link Graph -- CBP: A New Efficient Method for Mining Multilevel and Generalized Frequent Itemsets -- Supporting Customer Retention through Real-Time Monitoring of Individual Web Usage -- A Comparative Study of Correlation Measurements for Searching Similar Tags -- Structure of Query Modification Process: Branchings -- Mining Top-n Local Outliers in Constrained Spatial Networks -- Mining Concept-Drifting Data Streams with Multiple Semi-Random Decision Trees -- Automatic Web Tagging and Person Tagging Using Language Models -- Real-Time Person Tracking Based on Data Field. |
| Record Nr. | UNISA-996465511503316 |
| Berlin, Germany ; ; New York, New York : , : Springer, , [2008] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Advanced data mining and applications : 4th international conference, ADMA 2008, Chengdu, China, October 8-10, 2008 : proceedings / / Changjie Tang [and four others]
| Advanced data mining and applications : 4th international conference, ADMA 2008, Chengdu, China, October 8-10, 2008 : proceedings / / Changjie Tang [and four others] |
| Edizione | [1st ed. 2008.] |
| Pubbl/distr/stampa | Berlin, Germany ; ; New York, New York : , : Springer, , [2008] |
| Descrizione fisica | 1 online resource (XVII, 759 p.) |
| Disciplina | 006.312 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Data mining
Computer algorithms |
| ISBN | 3-540-88192-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Keynotes -- An Introduction to Transfer Learning -- Autonomy-Oriented Computing (AOC), Self-organized Computability, and Complex Data Mining -- Regular Papers -- Improving Angle Based Mappings -- Mining Natural Language Programming Directives with Class-Oriented Bayesian Networks -- Boosting over Groups and Its Application to Acronym-Expansion Extraction -- A Genetic-Based Feature Construction Method for Data Summarisation -- Suicidal Risk Evaluation Using a Similarity-Based Classifier -- Gene Selection for Cancer Classification Using DCA -- FARS: A Multi-relational Feature and Relation Selection Approach for Efficient Classification -- Enhancing Text Categorization Using Sentence Semantics -- Mining Evolving Web Sessions and Clustering Dynamic Web Documents for Similarity-Aware Web Content Management -- Data Quality in Privacy Preservation for Associative Classification -- Timeline Analysis of Web News Events -- Analysis of Alarm Sequences in a Chemical Plant -- Speed Up SVM Algorithm for Massive Classification Tasks -- Mining Supplemental Frequent Patterns -- A Distributed Privacy-Preserving Association Rules Mining Scheme Using Frequent-Pattern Tree -- Dichotomy Method toward Interactive Testing-Based Fault Localization -- Maintaining the Maximum Normalized Mean and Applications in Data Stream Mining -- Identification of Interface Residues Involved in Protein-Protein Interactions Using Naïve Bayes Classifier -- Negative Generator Border for Effective Pattern Maintenance -- CommTracker: A Core-Based Algorithm of Tracking Community Evolution -- Face Recognition Using Clustering Based Optimal Linear Discriminant Analysis -- A Novel Immune Based Approach for Detection of Windows PE Virus -- Using Genetic Algorithms for Parameter Optimization in Building Predictive Data Mining Models -- Using Data Mining Methods to Predict Personally Identifiable Information in Emails -- Iterative Reinforcement Cross-Domain Text Classification -- Extracting Decision Rules from Sigmoid Kernel -- DMGrid: A Data Mining System Based on Grid Computing -- S-SimRank: Combining Content and Link Information to Cluster Papers Effectively and Efficiently -- Open Domain Recommendation: Social Networks and Collaborative Filtering -- An Effective Approach for Identifying Evolving Three-Dimensional Structural Motifs in Protein Folding Data -- Texture Image Retrieval Based on Contourlet Transform and Active Perceptual Similarity Learning -- A Temporal Dominant Relationship Analysis Method -- Leakage-Aware Energy Efficient Scheduling for Fixed-Priority Tasks with Preemption Thresholds -- Short Papers -- Learning and Inferences of the Bayesian Network with Maximum Likelihood Parameters -- TARtool: A Temporal Dataset Generator for Market Basket Analysis -- Dimensionality Reduction for Classification -- Trajectories Mining for Traffic Condition Renewing -- Mining Bug Classifier and Debug Strategy Association Rules for Web-Based Applications -- Test the Overall Significance of p-values by Using Joint Tail Probability of Ordered p-values as Test Statistic -- Mining Interesting Infrequent and Frequent Itemsets Based on MLMS Model -- Text Learning and Hierarchical Feature Selection in Webpage Classification -- The RSO Algorithm for Reducing Number of Set Operations in Association Rule Mining -- Predictive Performance of Clustered Feature-Weighting Case-Based Reasoning -- Selecting the Right Features for Bipartite-Based Text Clustering -- Image Emotional Classification Based on Color Semantic Description -- A Semi-supervised Clustering Algorithm Based on Must-Link Set -- T-rotation: Multiple Publications of Privacy Preserving Data Sequence -- The Integrated Methodology of KPCA and Wavelet Support Vector Machine for Predicting Financial Distress -- Outlier Detection Based on Voronoi Diagram -- AWSum – Data Mining for Insight -- Integrative Neural Network Approach for Protein Interaction Prediction from Heterogeneous Data -- Rules Extraction Based on Data Summarisation Approach Using DARA -- A Rough-Apriori Technique in Mining Linguistic Association Rules -- Mining Causal Knowledge from Diagnostic Knowledge -- Modified Particle Swarm Optimizer with Adaptive Dynamic Weights for Cancer Combinational Chemotherapy -- MPSQAR: Mining Quantitative Association Rules Preserving Semantics -- Using Support Vector Regression for Classification -- Dynamic Growing Self-organizing Neural Network for Clustering -- A Design of Reward Function Based on Knowledge in Multi-agent Learning -- A Learning Method of Detecting Anomalous Pedestrian -- Moment+: Mining Closed Frequent Itemsets over Data Stream -- CDPM: Finding and Evaluating Community Structure in Social Networks -- Using Matrix Model to Find Association Rule Core for Diverse Compound Critiques -- Link-Contexts for Ranking -- DC-Tree: An Algorithm for Skyline Query on Data Streams -- Sequential Pattern Mining for Protein Function Prediction -- Improving Web Search by Categorization, Clustering, and Personalization -- JSNVA: A Java Straight-Line Drawing Framework for Network Visual Analysis -- Recognition of Data Records in Semi-structured Web-Pages Using Ontology and ? 2 Statistical Distribution -- Organizing Structured Deep Web by Clustering Query Interfaces Link Graph -- CBP: A New Efficient Method for Mining Multilevel and Generalized Frequent Itemsets -- Supporting Customer Retention through Real-Time Monitoring of Individual Web Usage -- A Comparative Study of Correlation Measurements for Searching Similar Tags -- Structure of Query Modification Process: Branchings -- Mining Top-n Local Outliers in Constrained Spatial Networks -- Mining Concept-Drifting Data Streams with Multiple Semi-Random Decision Trees -- Automatic Web Tagging and Person Tagging Using Language Models -- Real-Time Person Tracking Based on Data Field. |
| Record Nr. | UNINA-9910767543703321 |
| Berlin, Germany ; ; New York, New York : , : Springer, , [2008] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Web-Age Information Management [[electronic resource] ] : 11th International Conference, WAIM 2010, Jiuzhaigou, China, July 15-17, 2010, Proceedings / / edited by Lei Chen, Changjie Tang, Jun Yang, Yunjun Gao
| Web-Age Information Management [[electronic resource] ] : 11th International Conference, WAIM 2010, Jiuzhaigou, China, July 15-17, 2010, Proceedings / / edited by Lei Chen, Changjie Tang, Jun Yang, Yunjun Gao |
| Edizione | [1st ed. 2010.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 |
| Descrizione fisica | 1 online resource (XIX, 785 p. 320 illus.) |
| Disciplina | 005.74 |
| Collana | Information Systems and Applications, incl. Internet/Web, and HCI |
| Soggetto topico |
Database management
Computer engineering Computer communication systems Application software Artificial intelligence Information storage and retrieval Database Management Computer Engineering Computer Communication Networks Information Systems Applications (incl. Internet) Artificial Intelligence Information Storage and Retrieval |
| ISBN |
1-280-38779-3
9786613565716 3-642-14246-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Analyzing Data Quality Using Data Auditor -- Analyzing Data Quality Using Data Auditor -- Rebuilding the World from Views -- Approximate Query Processing in Sensor Networks -- Web Data I -- Duplicate Identification in Deep Web Data Integration -- Learning to Detect Web Spam by Genetic Programming -- Semantic Annotation of Web Objects Using Constrained Conditional Random Fields -- Time Graph Pattern Mining for Web Analysis and Information Retrieval -- Networked Data -- FISH: A Novel Peer-to-Peer Overlay Network Based on Hyper-deBruijn -- Continuous Summarization of Co-evolving Data in Large Water Distribution Network -- Proactive Replication and Search for Rare Objects in Unstructured Peer-to-Peer Networks -- SWORDS: Improving Sensor Networks Immunity under Worm Attacks -- Efficient Multiple Objects-Oriented Event Detection Over RFID Data Streams -- Social Networks -- CW2I: Community Data Indexing for Complex Query Processing -- Clustering Coefficient Queries on Massive Dynamic Social Networks -- Predicting Best Answerers for New Questions in Community Question Answering -- Semantic Grounding of Hybridization for Tag Recommendation -- Rich Ontology Extraction and Wikipedia Expansion Using Language Resources -- Cloud Computing -- Fine-Grained Cloud DB Damage Examination Based on Bloom Filters -- XML Structural Similarity Search Using MapReduce -- Comparing Hadoop and Fat-Btree Based Access Method for Small File I/O Applications -- Data Mining I -- Mining Contrast Inequalities in Numeric Dataset -- Users’ Book-Loan Behaviors Analysis and Knowledge Dependency Mining -- An Extended Predictive Model Markup Language for Data Mining -- A Cross-Media Method of Stakeholder Extraction for News Contents Analysis -- Stream Processing -- An Efficient Approach for Mining Segment-Wise Intervention Rules in Time-Series Streams -- Automated Recognition of Sequential Patterns in Captured Motion Streams -- Online Pattern Aggregation over RFID Data Streams -- Cleaning Uncertain Streams by Parallelized Probabilistic Graphical Models -- Graph Processing -- Taming Computational Complexity: Efficient and Parallel SimRank Optimizations on Undirected Graphs -- DSI: A Method for Indexing Large Graphs Using Distance Set -- K-Radius Subgraph Comparison for RDF Data Cleansing -- Query Processing -- A Novel Framework for Processing Continuous Queries on Moving Objects -- Group Visible Nearest Neighbor Queries in Spatial Databases -- iPoc: A Polar Coordinate Based Indexing Method for Nearest Neighbor Search in High Dimensional Space -- Join Directly on Heavy-Weight Compressed Data in Column-Oriented Database -- Potpourri -- Exploiting Service Context for Web Service Search Engine -- Building Business Intelligence Applications Having Prescriptive and Predictive Capabilities -- FileSearchCube: A File Grouping Tool Combining Multiple Types of Interfile-Relationships -- Trustworthy Information: Concepts and Mechanisms -- Web Data II -- How to Design Kansei Retrieval Systems? -- Detecting Hot Events from Web Search Logs -- Evaluating Truthfulness of Modifiers Attached to Web Entity Names -- Searching the Web for Alternative Answers to Questions on WebQA Sites -- Domain-Independent Classification for Deep Web Interfaces -- Data Mining II -- Data Selection for Exact Value Acquisition to Improve Uncertain Clustering -- Exploring the Sentiment Strength of User Reviews -- Semantic Entity Detection by Integrating CRF and SVM -- An Incremental Method for Causal Network Construction -- DCUBE: CUBE on Dirty Databases -- XML and Images -- An Algorithm for Incremental Maintenance of Materialized XPath View -- Query Processing in INM Database System -- Fragile Watermarking for Color Image Recovery Based on Color Filter Array Interpolation -- A Hybrid-Feature-Based Efficient Retrieval over Chinese Calligraphic Manuscript Image Repository -- Efficient Filtering of XML Documents with XPath Expressions Containing Ancestor Axis -- New Hardware -- ACAR: An Adaptive Cost Aware Cache Replacement Approach for Flash Memory -- GPU-Accelerated Predicate Evaluation on Column Store -- MOSS-DB: A Hardware-Aware OLAP Database -- Similarity Search -- Efficient Duplicate Record Detection Based on Similarity Estimation -- A Novel Composite Kernel for Finding Similar Questions in CQA Services -- Efficient Similarity Query in RFID Trajectory Databases -- Information Extraction -- Context-Aware Basic Level Concepts Detection in Folksonomies -- Extracting 5W1H Event Semantic Elements from Chinese Online News -- Automatic Domain Terminology Extraction Using Graph Mutual Reinforcement -- Knowledge Discovery -- Semi-supervised Learning from Only Positive and Unlabeled Data Using Entropy -- Margin Based Sample Weighting for Stable Feature Selection -- Associative Classifier for Uncertain Data -- Information Integration -- Automatic Multi-schema Integration Based on User Preference -- EIF: A Framework of Effective Entity Identification -- A Multilevel and Domain-Independent Duplicate Detection Model for Scientific Database -- Extending Databases -- Generalized UDF for Analytics Inside Database Engine -- Efficient Continuous Top-k Keyword Search in Relational Databases -- V Locking Protocol for Materialized Aggregate Join Views on B-Tree Indices -- Web Information Credibility. |
| Record Nr. | UNISA-996465780603316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||