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Detalhes
| Gênero/Forma: | Electronic books Congresses |
|---|---|
| Tipo de Material: | Publicação de conferência, Documento, Recurso Internet |
| Tipo de Documento: | Recurso Internet, Arquivo de Computador |
| Todos os Autores / Contribuintes: |
Shuigeng Zhou; Songmao Zhang; G Karypis |
| ISBN: | 9783642355271 3642355277 3642355269 9783642355264 |
| Número OCLC: | 822995935 |
| Descrição: | 1 online resource (xviii, 795 p.) : ill. |
| Conteúdos: | Social Media Mining -- Leave or Stay: The Departure Dynamics of Wikipedia Editors -- Cross-Modal Information Retrieval - A Case Study on Chinese Wikipedia -- Unsupervised Learning Chinese Sentiment Lexicon from Massive Microblog Data -- Community Extraction Based on Topic-Driven-Model for Clustering Users Tweets -- Clustering -- Constrained Spectral Clustering Using Absorbing Markov Chains -- Inducing Taxonomy from Tags: An Agglomerative Hierarchical Clustering Framework -- Personalized Clustering for Social Image Search Results Based on Integration of Multiple Features -- Query Directed Web Page Clustering Using Suffix Tree and Wikipedia Links -- Mining Fuzzy Moving Object Clusters -- Exemplars-Constraints for Semi-supervised Clustering -- Customer Segmentation for Power Enterprise Based on Enhanced-FCM Algorithm -- A MapReduce-Based Parallel Clustering Algorithm for Large Protein-Protein Interaction Networks -- Machine Learning: Algorithms and Applications -- A New Manifold Learning Algorithm Based on Incremental Spectral Decomposition -- Sparse Boosting with Correlation Based Penalty -- Learning from Multiple Naive Annotators -- Query by Committee in a Heterogeneous Environment -- Variational Learning of Dirichlet Process Mixtures of Generalized Dirichlet Distributions and Its Applications -- A New Multi-label Learning Algorithm Using Shelly Neighbors -- Kernel Mean Matching with a Large Margin -- Properly and Automatically Naming Java Methods: A Machine Learning Based Approach -- Classification -- A Bag Reconstruction Method for Multiple Instance Classification and Group Record Linkage -- Semi-naive Bayesian Classification by Weighted Kernel Density Estimation -- Spectral Clustering-Based Semi-supervised Sentiment Classification -- Automatic Filtering of Valuable Features for Text Categorization -- A Feature Selection Method for Improved Document Classification -- An Ensemble Approach to Multi-label Classification of Textual Data -- Hierarchical Text Classification for News Articles Based-on Named Entities -- Document-Level Sentiment Classification Based on Behavior-Knowledge Space Method -- Prediction, Regression and Recognition -- NAP-SC: A Neural Approach for Prediction over Sparse Cubes -- Semi-supervised Gaussian Process Regression and Its Feedback Design -- A Graph-Based Churn Prediction Model for Mobile Telecom Networks -- Facial Action Unit and Emotion Recognition with Head Pose Variations -- Use of Supervised Learning to Predict Directionality of Links in a Network -- Predicting Driving Direction with Weighted Markov Model -- Pattern Mining, Semantic Label Identification and Movement Prediction Using Mobile Phone Data -- Using Partially-Ordered Sequential Rules to Generate More Accurate Sequence Prediction -- Optimization and Approximation -- Particle Swarm Optimization of Information-Content Weighting of Symbolic Aggregate Approximation -- Fast Nyström for Low Rank Matrix Approximation -- An Enhanced Class-Attribute Interdependence Maximization Discretization Algorithm -- Towards Normalizing the Edit Distance Using a Genetic Algorithms-Based Scheme -- Mining Time Series and Streaming Data -- PCG: An Efficient Method for Composite Pattern Matching over Data Streams -- Visual Fingerprinting: A New Visual Mining Approach for Large-Scale Spatio-temporal Evolving Data -- Stock Trend Extraction via Matrix Factorization -- Stock Price Forecasting with Support Vector Machines Based on Web Financial Information Sentiment Analysis -- Web Mining and Semantic Analysis -- Automated Web Data Mining Using Semantic Analysis -- Geospatial Data Mining on the Web: Discovering Locations of Emergency Service Facilities -- Summarizing Semantic Associations Based on Focused Association Graph -- News Sentiment Analysis Based on Cross-Domain Sentiment Word Lists and Content Classifiers -- Data Mining Applications -- Integrating Data Mining and Optimization Techniques on Surgery Scheduling -- Using Data Mining for Static Code Analysis of C -- Fraud Detection in B2B Platforms Using Data Mining Techniques -- Efficiently Identifying Duplicated Chinese Company Names in Large-Scale Registration Database -- Search and Retrieval -- Keyword Graph: Answering Keyword Search over Large Graphs -- Medical Image Retrieval Method Based on Relevance Feedback -- Personalized Diversity Search Based on User's Social Relationships -- Information Recommendation and Hidding -- Towards a Tricksy Group Shilling Attack Model against Recommender Systems -- Topic-Centric Recommender Systems for Bibliographic Datasets -- Combining Spatial Cloaking and Dummy Generation for Location Privacy Preserving -- Outlier Detection -- Modeling Outlier Score Distributions -- A Hybrid Anomaly Detection Framework in Cloud Computing Using One-Class and Two-Class Support Vector Machines -- Topic Modeling -- Residual Belief Propagation for Topic Modeling -- The Author-Topic-Community Model: A Generative Model Relating Authors' Interests and Their Community Structure -- Data Cube Computing -- Constrained Closed Non Derivable Data Cubes -- VS-Cube: Analyzing Variations of Multi-dimensional Patterns over Data Streams. |
| Título da Série: | Lecture notes in computer science, 7713.; Lecture notes in computer science., Lecture notes in artificial intelligence.; LNCS sublibrary., SL 7,, Artificial intelligence. |
| Outros Títulos: | ADMA 2012 |
| Responsabilidade: | Shuigeng Zhou, Songmao Zhang, George Karypis (eds.). |
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Assuntos Relacionados:(10)
- Data mining -- Congresses.
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- Computer science.
- Computer software.
- Database management.
- Data mining.
- Information storage and retrieval systems.
- Artificial intelligence.
- Information Systems Applications (incl. Internet).