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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  +