Conferences in DBLP
On-line LDA: Adaptive Topic Models for Mining Text Streams with Applications to Topic Detection and Tracking. [Citation Graph (, )][DBLP ] Unsupervised Cross-Domain Learning by Interaction Information Co-clustering. [Citation Graph (, )][DBLP ] Paired Learners for Concept Drift. [Citation Graph (, )][DBLP ] Predicting Future Decision Trees from Evolving Data. [Citation Graph (, )][DBLP ] A Randomized Approach for Approximating the Number of Frequent Sets. [Citation Graph (, )][DBLP ] A Non-parametric Semi-supervised Discretization Method. [Citation Graph (, )][DBLP ] Non-negative Matrix Factorization on Manifold. [Citation Graph (, )][DBLP ] Anti-monotonic Overlap-Graph Support Measures. [Citation Graph (, )][DBLP ] SeqStream: Mining Closed Sequential Patterns over Stream Sliding Windows. [Citation Graph (, )][DBLP ] SPARCL: Efficient and Effective Shape-Based Clustering. [Citation Graph (, )][DBLP ] Graph OLAP: Towards Online Analytical Processing on Graphs. [Citation Graph (, )][DBLP ] Exploiting Local and Global Invariants for the Management of Large Scale Information Systems. [Citation Graph (, )][DBLP ] DECK: Detecting Events from Web Click-Through Data. [Citation Graph (, )][DBLP ] Mining Order-Preserving Submatrices from Data with Repeated Measurements. [Citation Graph (, )][DBLP ] Start Globally, Optimize Locally, Predict Globally: Improving Performance on Imbalanced Data. [Citation Graph (, )][DBLP ] Generalized Framework for Syntax-Based Relation Mining. [Citation Graph (, )][DBLP ] Formal Models for Expert Finding on DBLP Bibliography Data. [Citation Graph (, )][DBLP ] ReDSOM: Relative Density Visualization of Temporal Changes in Cluster Structures Using Self-Organizing Maps. [Citation Graph (, )][DBLP ] Nonnegative Matrix Factorization for Combinatorial Optimization: Spectral Clustering, Graph Matching, and Clique Finding. [Citation Graph (, )][DBLP ] Space Efficient String Mining under Frequency Constraints. [Citation Graph (, )][DBLP ] Efficient Discovery of Statistically Significant Association Rules. [Citation Graph (, )][DBLP ] Interpreting PET Scans by Structured Patient Data: A Data Mining Case Study in Dementia Research. [Citation Graph (, )][DBLP ] Inlier-Based Outlier Detection via Direct Density Ratio Estimation. [Citation Graph (, )][DBLP ] Supervised Inductive Learning with Lotka-Volterra Derived Models. [Citation Graph (, )][DBLP ] A Novel Language-Model-Based Approach for Image Object Mining and Re-ranking. [Citation Graph (, )][DBLP ] Maximum Margin Clustering with Pairwise Constraints. [Citation Graph (, )][DBLP ] Collaborative Filtering for Implicit Feedback Datasets. [Citation Graph (, )][DBLP ] Semi-supervised Learning from General Unlabeled Data. [Citation Graph (, )][DBLP ] Metropolis Algorithms for Representative Subgraph Sampling. [Citation Graph (, )][DBLP ] Learning on Weighted Hypergraphs to Integrate Protein Interactions and Gene Expressions for Cancer Outcome Prediction. [Citation Graph (, )][DBLP ] A Fast Method to Mine Frequent Subsequences from Graph Sequence Data. [Citation Graph (, )][DBLP ] Overlapping Matrix Pattern Visualization: A Hypergraph Approach. [Citation Graph (, )][DBLP ] A Robust Discriminative Term Weighting Based Linear Discriminant Method for Text Classification. [Citation Graph (, )][DBLP ] Clustering Uncertain Data Using Voronoi Diagrams. [Citation Graph (, )][DBLP ] SCS: A New Similarity Measure for Categorical Sequences. [Citation Graph (, )][DBLP ] Toward Faster Nonnegative Matrix Factorization: A New Algorithm and Comparisons. [Citation Graph (, )][DBLP ] Scalable Tensor Decompositions for Multi-aspect Data Mining. [Citation Graph (, )][DBLP ] Mining Periodic Behavior in Dynamic Social Networks. [Citation Graph (, )][DBLP ] Unsupervised Face Annotation by Mining the Web. [Citation Graph (, )][DBLP ] Border Sampling through Coupling Markov Chain Monte Carlo. [Citation Graph (, )][DBLP ] Computationally Efficient Estimators for Dimension Reductions UsingStable Random Projections. [Citation Graph (, )][DBLP ] Isolation Forest. [Citation Graph (, )][DBLP ] TEFE: A Time-Efficient Approach to Feature Extraction. [Citation Graph (, )][DBLP ] Transductive Component Analysis. [Citation Graph (, )][DBLP ] Modeling and Predicting the Helpfulness of Online Reviews. [Citation Graph (, )][DBLP ] LBF: A Labeled-Based Forecasting Algorithm and Its Application to Electricity Price Time Series. [Citation Graph (, )][DBLP ] Enhancing the Stability of Spectral Ordering with Sparsification and Partial Supervision: Application to Paleontological Data. [Citation Graph (, )][DBLP ] Scaling up Classifiers to Cloud Computers. [Citation Graph (, )][DBLP ] What Sperner Family Concept Class is Easy to Be Enumerated? [Citation Graph (, )][DBLP ] Learning by Propagability. [Citation Graph (, )][DBLP ] One-Class Collaborative Filtering. [Citation Graph (, )][DBLP ] DisCo: Distributed Co-clustering with Map-Reduce: A Case Study towards Petabyte-Scale End-to-End Mining. [Citation Graph (, )][DBLP ] Learning Bayesian Networks: A MAP Criterion for Joint Selection of Model Structure and Parameter. [Citation Graph (, )][DBLP ] Bayesian Co-clustering. [Citation Graph (, )][DBLP ] Temporal-Relational Classifiers for Prediction in Evolving Domains. [Citation Graph (, )][DBLP ] xCrawl: A High-Recall Crawling Method for Web Mining. [Citation Graph (, )][DBLP ] Comparison of Cluster Representations from Partial Second- to Full Fourth-Order Cross Moments for Data Stream Clustering. [Citation Graph (, )][DBLP ] Web Mining for Understanding Stories through Graph Visualisation. [Citation Graph (, )][DBLP ] Balancing Spectral Clustering for Segmenting Spatio-temporal Observations of Multi-agent Systems. [Citation Graph (, )][DBLP ] Finding Good Itemsets by Packing Data. [Citation Graph (, )][DBLP ] Measuring Proximity on Graphs with Side Information. [Citation Graph (, )][DBLP ] Fast Counting of Triangles in Large Real Networks without Counting: Algorithms and Laws. [Citation Graph (, )][DBLP ] Improving Collaborative Filtering Recommendations Using External Data. [Citation Graph (, )][DBLP ] A Generative Probabilistic Model for Multi-label Classification. [Citation Graph (, )][DBLP ] SpecVAT: Enhanced Visual Cluster Analysis. [Citation Graph (, )][DBLP ] Dirichlet Process Based Evolutionary Clustering. [Citation Graph (, )][DBLP ] Evolutionary Clustering by Hierarchical Dirichlet Process with Hidden Markov State. [Citation Graph (, )][DBLP ] TOFA: Trace Oriented Feature Analysis in Text Categorization. [Citation Graph (, )][DBLP ] Clustering Distributed Time Series in Sensor Networks. [Citation Graph (, )][DBLP ] M3MIML: A Maximum Margin Method for Multi-instance Multi-label Learning. [Citation Graph (, )][DBLP ] RTM: Laws and a Recursive Generator for Weighted Time-Evolving Graphs. [Citation Graph (, )][DBLP ] A Shrinkage Approach for Modeling Non-stationary Relational Autocorrelation. [Citation Graph (, )][DBLP ] Latent Dirichlet Allocation and Singular Value Decomposition Based Multi-document Summarization. [Citation Graph (, )][DBLP ] INSCY: Indexing Subspace Clusters with In-Process-Removal of Redundancy. [Citation Graph (, )][DBLP ] A Conservative Feature Subset Selection Algorithm with Missing Data. [Citation Graph (, )][DBLP ] Nonparametric Monotone Classification with MOCA. [Citation Graph (, )][DBLP ] Mining Large Networks with Subgraph Counting. [Citation Graph (, )][DBLP ] Comparative Evaluation of Anomaly Detection Techniques for Sequence Data. [Citation Graph (, )][DBLP ] On Locally Linear Classification by Pairwise Coupling. [Citation Graph (, )][DBLP ] A Probability Model for Projective Clustering on High Dimensional Data. [Citation Graph (, )][DBLP ] Estimating Aggregates over Multiple Sets. [Citation Graph (, )][DBLP ] A Joint Matrix Factorization Approach to Unsupervised Action Categorization. [Citation Graph (, )][DBLP ] Finding Alternative Clusterings Using Constraints. [Citation Graph (, )][DBLP ] Efficient Feature Selection in the Presence of Multiple Feature Classes. [Citation Graph (, )][DBLP ] Why Stacked Models Perform Effective Collective Classification. [Citation Graph (, )][DBLP ] Multiplicative Mixture Models for Overlapping Clustering. [Citation Graph (, )][DBLP ] Anomaly Detection Support Vector Machine and Its Application to Fault Diagnosis. [Citation Graph (, )][DBLP ] A Recommendation System for Preconditioned Iterative Solvers. [Citation Graph (, )][DBLP ] Cost-Sensitive Parsimonious Linear Regression. [Citation Graph (, )][DBLP ] Text Mining in Radiology Reports. [Citation Graph (, )][DBLP ] A Hierarchical Algorithm for Clustering Uncertain Data via an Information-Theoretic Approach. [Citation Graph (, )][DBLP ] Discovering Significant Patterns in Multi-stream Sequences. [Citation Graph (, )][DBLP ] Graph-Based Rare Category Detection. [Citation Graph (, )][DBLP ] Clustering Documents with Active Learning Using Wikipedia. [Citation Graph (, )][DBLP ] Direct Zero-Norm Optimization for Feature Selection. [Citation Graph (, )][DBLP ] Discovering Flow Anomalies: A SWEET Approach. [Citation Graph (, )][DBLP ] Boosting Relational Sequence Alignments. [Citation Graph (, )][DBLP ] Support Vector Regression for Censored Data (SVRc): A Novel Tool for Survival Analysis. [Citation Graph (, )][DBLP ] Nearest Neighbour Classifiers for Streaming Data with Delayed Labelling. [Citation Graph (, )][DBLP ] WiFIsViz: Effective Visualization of Frequent Itemsets. [Citation Graph (, )][DBLP ] Fast and Memory Efficient Mining of High Utility Itemsets in Data Streams. [Citation Graph (, )][DBLP ] HIREL: An Incremental Clustering Algorithm for Relational Datasets. [Citation Graph (, )][DBLP ] Time Sensitive Ranking with Application to Publication Search. [Citation Graph (, )][DBLP ] Releasing the SVM Classifier with Privacy-Preservation. [Citation Graph (, )][DBLP ] Text Cube: Computing IR Measures for Multidimensional Text Database Analysis. [Citation Graph (, )][DBLP ] Multi-Space-Mapped SVMs for Multi-class Classification. [Citation Graph (, )][DBLP ] Spotting Significant Changing Subgraphs in Evolving Graphs. [Citation Graph (, )][DBLP ] Classifying High-Dimensional Text and Web Data Using Very Short Patterns. [Citation Graph (, )][DBLP ] A Practical Approach to Classify Evolving Data Streams: Training with Limited Amount of Labeled Data. [Citation Graph (, )][DBLP ] Spatiotemporal Relational Probability Trees: An Introduction. [Citation Graph (, )][DBLP ] Stream Sequential Pattern Mining with Precise Error Bounds. [Citation Graph (, )][DBLP ] Organic Pie Charts. [Citation Graph (, )][DBLP ] Frequent Subgraph Retrieval in Geometric Graph Databases. [Citation Graph (, )][DBLP ] Alert Detection in System Logs. [Citation Graph (, )][DBLP ] Variance Minimization Least Squares Support Vector Machines for Time Series Analysis. [Citation Graph (, )][DBLP ] Quantitative Association Analysis Using Tree Hierarchies. [Citation Graph (, )][DBLP ] Sparse Maximum Margin Logistic Regression for Credit Scoring. [Citation Graph (, )][DBLP ] Similarity Learning for Nearest Neighbor Classification. [Citation Graph (, )][DBLP ] RBNBC: Repeat Based Naive Bayes Classifier for Biological Sequences. [Citation Graph (, )][DBLP ] Multi-label Classification Using Ensembles of Pruned Sets. [Citation Graph (, )][DBLP ] Active Learning of Equivalence Relations by Minimizing the Expected Loss Using Constraint Inference. [Citation Graph (, )][DBLP ] Iterative Subgraph Mining for Principal Component Analysis. [Citation Graph (, )][DBLP ] Clustering Geospatial Objects via Hidden Markov Random Fields. [Citation Graph (, )][DBLP ] Collective Latent Dirichlet Allocation. [Citation Graph (, )][DBLP ] Document-Word Co-regularization for Semi-supervised Sentiment Analysis. [Citation Graph (, )][DBLP ] A Non-parametric Approach to Pair-Wise Dynamic Topic Correlation Detection. [Citation Graph (, )][DBLP ] Block-Iterative Algorithms for Non-negative Matrix Approximation. [Citation Graph (, )][DBLP ] A Novel Method of Combined Feature Extraction for Recognition. [Citation Graph (, )][DBLP ] Prediction of Skin Penetration Using Machine Learning Methods. [Citation Graph (, )][DBLP ] A Topic Modeling Approach and Its Integration into the Random Walk Framework for Academic Search. [Citation Graph (, )][DBLP ] Sequence Mining Automata: A New Technique for Mining Frequent Sequences under Regular Expressions. [Citation Graph (, )][DBLP ] Filling in the Blanks - Krimp Minimisation for Missing Data. [Citation Graph (, )][DBLP ] Computational Discovery of Motifs Using Hierarchical Clustering Techniques. [Citation Graph (, )][DBLP ] Inference Analysis in Privacy-Preserving Data Re-publishing. [Citation Graph (, )][DBLP ] Using Wikipedia for Co-clustering Based Cross-Domain Text Classification. [Citation Graph (, )][DBLP ] Iterative Set Expansion of Named Entities Using the Web. [Citation Graph (, )][DBLP ] Experimental Evaluation of the Value of Structure: How to Efficiently Exploit Interdependencies in Sequence Labeling. [Citation Graph (, )][DBLP ] Pseudolikelihood EM for Within-network Relational Learning. [Citation Graph (, )][DBLP ] Publishing Sensitive Transactions for Itemset Utility. [Citation Graph (, )][DBLP ] Learning the Latent Semantic Space for Ranking in Text Retrieval. [Citation Graph (, )][DBLP ] Robust Time-Referenced Segmentation of Moving Object Trajectories. [Citation Graph (, )][DBLP ] Maximum Margin Embedding. [Citation Graph (, )][DBLP ] Graph-Based Iterative Hybrid Feature Selection. [Citation Graph (, )][DBLP ] Cleansing Noisy Data Streams. [Citation Graph (, )][DBLP ] 