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Flexible Tree Kernels based on Counting the Number of Tree Mappings +
Flowcube: Constructing RFID flowcubes for multi-dimensional analysis of commodity flows +
Forecast 2020 +
Framework for a Protein Ontology +
Frequent Subgraph Mining in Outerplanar Graphs +
Gaussian Processes for Machine Learning +
Generalized Boosted Regression Models +
Generating Typed Dependency Parses from Phrase Structure Parses +
Graph Based Semi-Supervised Approach for Information Extraction +
Hierarchical Dirichlet Processes +
Hierarchical Planning in BDI Agent Programming Languages: A Formal Approach +
Human Gene Name Normalization Using Text Matching with Automatically Extracted Synonym Dictionaries +
Identifying Comparative Sentences in Text Documents +
Identifying Document Topics Using the Wikipedia Category Network +
IkeWiki: A Semantic Wiki for Collaborative Knowledge Management +
Implementation Intentions and Goal Achievement: A Meta-analysis of Effects and Processes +
Improving Semi-Supervised Acquisition of Relation Extraction Patterns +
Improving the Scalability of Semi-Markov Conditional Random Fields for Named Entity Recognition +
In Our Hands: A Plan to Replace the Welfare State +
Integrating Probabilistic Extraction Models and Data Mining to Discover Relations and Patterns in Text +
Integrating Linguistic Knowledge Into a Conditional Random Fieldframework to Identify Biomedical Named Entities +
Integration of Semantic-based Bipartite Graph Representation and Mutual Refinement Strategy for Biomedical Literature Clustering +
Intelligent Bibliography Creation and Markup for Authors: A Step Towards Interoperable Digital Libraries +
Introduction to the Special Issue on Successful Real-World Data Mining Applications +
Introduction to the Special Issue on the Web as Corpus +
Introduction to Semi-Supervised Learning +
Introduction to Computational Science: Modeling and Simulation for the Sciences +
Joint Extraction of Entities and Relations for Opinion Recognition +
Kernel-based learning of hierarchical multilabel classification models +
Large Scale Multiple Kernel Learning +
Learning Field Compatibilities to Extract Database Records from Unstructured Text +
Learning the Task Allocation Game +
Lexical, Terminological and Ontological Resources for Biological Text Mining +
Link Prediction Using Supervised Learning +
Logical Hidden Markov Models +
Machine Reading +
Making Tree Kernels practical for Natural Language Learning +
Map-Reduce for Machine Learning on Multicore +
Markov Logic Networks +
Maximum Margin Planning +
Meaning from Data: Statistics Made Clear +
Measuring Constraint-Set Utility for Partitional Clustering Algorithms +
Methods of Conceptual Knowledge Processing +
Metric Learning by Collapsing Classes +
Metrics for Evaluation of Ontology-based Information Extraction +
Mining Information for Instance Unification +
Mixture Models and Exploratory Data Analysis in Networks +
Multi-step Ranking of Alternatives in a Multi-criteria and Multi-expert Decision Making Environment +
Multilabel Neural Networks with Applications to Functional Genomics and Text Categorization +
Multilingual Dependency Analysis with a Two-stage Discriminative Parser +
NPs for Events: Experiments in Coreference Annotation +
Natural Language Processing and Text Mining +
On-Demand Information Extraction +
Online Learning of Approximate Dependency Parsing Algorithms +
Ontology Learning and Population from Text. Algorithms, Evaluation and Applications +
OntoNotes: the 90% solution +
Ontology-driven Automatic Entity Disambiguation in Unstructured Text +
Ontology Population from Textual Mentions: Task Definition and Benchmark +
Ontologies and the Semantic Web +
Ontologizing Semantic Relations +
Ontology-based Information Extraction with SOBA +
Ontology Based Document Annotation: Trends and open research problems +
Ontology Enrichment Through Automatic Semantic Annotation of On-Line Glossaries +
Ordinal Regression by Extended Binary Classification +
Overcoming the Brittleness Bottleneck Using Wikipedia: Enhancing text categorization with encyclopedic knowledge +
Overview of record linkage and current research directions +
POLYPHONET: An advanced social network extraction system from the web +
Pattern Recognition and Machine Learning +
Planning Algorithms +
Prediction, Learning, and Games +
Preemptive Information Extraction Using Unrestricted Relation Discovery +
Principled Hybrids of Generative and Discriminative Models +
Principles of Statistical Inference +
Probabilistic Word Sense Disambiguation: Analysis and Techniques for Combining Knowledge Sources +
Prokaryotic Protein Subcellular Localization Extraction from Biomedical Scientific Articles +
Ranking on Graph Data +
Reader-based Exploration of Lexical Cohesion +
Reducing the Dimensionality of Data with Neural Networks +
Relation Extraction Using Label Propagation Based Semi-supervised Learning +
Research in Data Warehouse Modeling and Design: Dead Or Alive? +
Description of SQUASH, the SFU Question Answering Summary Handler for the DUC-2006 Summarization Task +
SWISH: Semantic analysis of window titles and switching history +
Seeing Stars When There Aren't Many Stars: Graph-based Semi-supervised Learning for Sentiment Categorization +
SemSearch: A Search Engine for the Semantic Web +
Semantic Annotation for Retrieval of Visual Resources +
Semantic Mediawiki +
Semantic Retrieval for the Accurate Identification of Relational Concepts in Massive Textbases +
Semi-supervised Conditional Random Fields for Improved Sequence Segmentation and Labeling +
Semi-Supervised Learning +
Significantly Improved Prediction of Subcellular Localization by Integrating Text and Protein Sequence Data +
Similarity Search: The Metric Space Approach +
Similarity of Semantic Relations +
Solving the Problem of Cascading Errors: Approximate Bayesian Inference for Linguistic Annotation Pipelines +
Sound and Efficient Inference with Probabilistic and Deterministic Dependencies +
Spatial Scan Statistics: Approximations and Performance Study +
Squiggle: A Semantic Search Engine for Indexing and Retrieval of Multimedia Content +
Statistical Entity-topic Models +
Structural Inference of Hierarchies in Networks +
TF-ICF: A New Term Weighting Scheme for Clustering Dynamic Data Streams +
Teaching How to Generate Complex Nominal Phrases Used to Define New Concepts or Describe Objects +