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A Practical Guide to Support Vector Classification +
A Reference Ontology for Biomedical Informatics: The Foundational Model of Anatomy +
A Survey of Kernels for Structured Data +
A Symbolic Representation of Time Series, with Implications for Streaming Algorithms +
Accurate Unlexicalized Parsing +
Adaptive Duplicate Detection Using Learnable String Similarity Measures +
Aggregation-based Feature Invention and Relational Concept Classes +
An Efficient Boosting Algorithm for Combining Preferences +
An Empirical Model of Multiword Expression Decomposability +
An Evaluation on Feature Selection for Text Clustering +
An Introduction to MCMC for Machine Learning +
An Introduction to Variable and Feature Selection +
An Introduction to Description Logics +
An Introduction to Boosting and Leveraging +
Automatic Annotation of Content-rich HTML Documents: Structural and Semantic Analysis +
Automatic Evaluation of Summaries Using N-gram Co-occurrence Statistics +
Automatic Ontology-based Knowledge Extraction from Web Documents +
Bayesian Artificial Intelligence +
Benchmark Test for Speech Recognition Using the Corpus of Spontaneous Japanese +
Bibliographic Attribute Extraction from Erroneous References Based on a Statistical Model +
Review of (Freund & Schapire, 1999) “A Short Introduction to Boosting”; and (Collins, 2000), “Discriminative Reranking for Natural Language Parsing” +
COPLINK: managing law enforcement data and knowledge +
Column Reduction During Progressive Sampling +
Comparing Convolution Kernels and Recursive Neural Networks for Learning Preferences on Structured Data +
Comparing Top k Lists +
The Description Logic Handbook: theory, implementation, and applications +
Design and Analysis of Cross over Trials +
Determining Semantic Similarity among Entity Classes from Different Ontologies +
Discourse Segmentation of Multi-party Conversation +
Distance Metric Learning with Application to Clustering with Side-information +
Document Clustering Based on Non-Negative Matrix Factorization +
Early Results for Named Entity Recognition with Conditional Random Fields, Feature Induction and Web-Enhanced Lexicons. +
Early Results for Named Entity Recognition with Conditional Random Fields, Feature Induction and Web-Enhanced Lexicons. +
Efficient Record Linkage in Large Data Sets +
Efficiently Inducing Features of Conditional Random Fields +
Employing Trainable String Similarity Metrics for Information Integration +
Event Information Extraction Using Link Grammar +
Evidence Combination in Biomedical Natural-Language Processing +
Explaining Text Clustering Results Using Semantic Structures +
Extracting Biochemical Interactions from MEDLINE Using a Link Grammar Parser +
Extracting Synonymous Gene and Protein Terms from Biological Literature +
Fast methods for kernel-based text analysis +
Feature Extraction Languages for Propositionalized Relational Learning +
Feature Extraction by Non Parametric Mutual Information Maximization +
Finite State Morphology +
First-Order Probabilistic Inference +
Fitting Multiplicative Models by Robust Alternating Regressions +
Friends and Neighbors on the Web +
Fuzzy Coreference Resolution for Summarization +
GENIA Corpus - a semantically annotated corpus for bio-textmining +
Grounding spatial named entities for information extraction and question answering +
Head-Driven Statistical Models for Natural Language Parsing +
Hierarchical Hidden Markov Models for Information Extraction +
Hierarchical Document Clustering using Frequent Itemsets +
How I Write +
Identity Uncertainty and Citation Matching +
Improving Word Sense Disambiguation in Lexical Chaining +
Inducing Hyperlinking Rules in Text Collections +
Information Extraction +
Information-Theoretic Co-Clustering +
Integrating Information Extraction and Automatic Hyperlinking +
Introduction to the CoNLL-2003 Shared Task: Language-Independent Named Entity Recognition +
Investigating Semantic Similarity Measures Across the Gene Ontology: The Relationship Between Sequence and Annotation +
Jess in Action: Java Rule-based Systems +
KIM - Semantic Annotation Platform +
Kernel Methods for Relation Extraction +
Language Independent Authorship Attribution Using Character Level Language Models +
Language Modeling for Information Retrieval +
Latent Dirichlet Allocation +
Learning with Progressive Transductive Support Vector Machine +
Link Prediction in Relational Data +
Machine learning and data mining for yeast functional genomics +
Matching Graphs by Pivoting +
Maximum Entropy Models for FrameNet Classification +
Max-Margin Markov Networks +
Maximizing the Spread of Influence Through a Social Network +
Methodologies, Tools and Languages for Building Ontologies. Where is their meeting point? +
Minimum Error Rate Training in Statistical Machine Translation +
Mining Data Records in Web Pages +
Mining the Peanut Gallery: Opinion extraction and semantic classification of product reviews +
Mining Topic-Specific Concepts and Definitions on the Web +
Modeling Annotated Data +
Modelling Binary Data, 2nd edition +
Natural Language Parsing: Graphs, the A* Algorithm, and Modularity +
Named Entity Recognition through Classifier Combination +
Named Entity Recognition with Character-level Models +
Novelty Detection: A Reviewâpart 1: Statistical Approaches +
On Kernel Methods for Relational Learning +
Ontologies for Enterprise Knowledge Management +
Ontologies Improve Text Document Clustering +
Ontology Learning and Its Application to Automated Terminology Translation +
Ontology Mapping: the State of the Art +
Order Statistics +
Overview of the TREC 2003 Question Answering Track +
Pretest-posttest Designs and Measurement of Change +
Principles of the Business Rule Approach +
Probability Theory: The Logic of Science +
Purple Hibiscus: A Novel +
Ranking Learning Algorithms: Using IBL and Meta-Learning on Accuracy and Time Results. +
Ranking Learning Algorithms: Using IBL and Meta-Learning on Accuracy and Time Results. +
Robust and Efficient Fuzzy Match for Online Data Cleaning +
Robust Regression and Outlier Detection +
SemTag and Seeker: Bootstrapping the semantic web via automated semantic annotation +
Semantic Annotation of Soccer Videos: Automatic Highlights Identification +
Semantic Annotation, Indexing, and Retrieval +
Semantic Matching +
Semantic Search +
Semantics: Noun phrase classes +
Shallow Parsing with Conditional Random Fields +
Spectral Learning +
Statistical Models +
Statistical Phrase-Based Translation +
Statistical Relational Learning for Document Mining +
Statistical Relational Learning for Link Prediction +
Supersense Tagging of Unknown Nouns in WordNet +
Syntactic Theory: A Formal Introduction, 2nd edition +
Table Extraction Using Conditional Random Fields +
Term Extraction and Automatic Indexing +
Text Clustering Based on Background Knowledge +
Text Segmentation +
The “doi`` URI Scheme for the Digital Object Identifier (DOI) +
The Evolution of Protégé: An environment for knowledge-based systems development +
The Link Prediction Problem for Social Networks +
The Nonstochastic Multiarmed Bandit Problem +
The Oxford Handbook of Computational Linguistics +
The Skill Content of Recent Technological Change: An Empirical Exploration +
The Social Animal +
The Structure and Function of Complex Networks +
The Unified Problem-Solving Method Development Language UPML +
The Web As a Parallel Corpus +
Toward Conditional Models of Identity Uncertainty with Application to Proper Noun Coreference +
Towards an Integrated Description of Product, Process and Supply Chain +
Towards Monitoring-oriented Programming: A Paradigm Combining Specification and Implementation +
Towards a Theory of Natural Language Interfaces to Databases +
Tutorial on Maximum Likelihood Estimation +
Unsupervised Personal Name Disambiguation +
Unsupervised Onset Detection: a probabilistic approach using ICA and and a hidden Markov classifier +
Using Measures of Semantic Relatedness for Word Sense Disambiguation +
Variational Algorithms for Approximate Bayesian Inference +
Web Mining for Web Personalization +
Weighted Low-rank Approximations +
WordFreak: An Open Tool for Linguistic Annotation +
Word Sense Acquisition from Bilingual Comparable Corpora +
Word-Sense Disambiguation +
Wordnet Improves Text Document Clustering +
XSEarch: A Semantic Search Engine For XML +
Annotation Guidelines for Relation Detection and Characterization (RDC) +
ACE – TIDES Tasks 2004 +
A Computerized Clinical Decision Support System As a Means of Implementing Depression Guidelines +
A Distributional Analysis of a Lexicalized Statistical Parsing Model +
A Mention-synchronous Coreference Resolution Algorithm based on the Bell Tree +
A Practical Web-based Approach to Generating Topic Hierarchy for Text Segments +
A Probabilistic Framework for Semi-Supervised Clustering +
A Study of Smoothing Methods for Language Models Applied to Information Retrieval +
A Survey of Emerging Trend Detection in Textual Data Mining +
A Survey of Machine Learning for Reference Resolution in Textual Discourse +
A Survey of Outlier Detection Methodologies +
Accurate Information Extraction from Research Papers using Conditional Random Fields +
Aligning Boundary in Kernel Space for Learning Imbalanced Dataset +
An Integrated, Conditional Model of Information Extraction and Coreference with Application to Citation Matching +
UIMA: An architectural approach to unstructured information processing in the corporate research environment +
An Entity Tagger for Recognizing Acquired Genomic Variations in Cancer Literature +
An NP-cluster based Approach to Coreference Resolution +
Application of Ontology Techniques to View-based Semantic Search and Browsing +
Applying Conditional Random Fields to Japanese Morphological Analysis +
Armadillo: Harvesting Information for the Semantic Web +
Attribute-based and Value-based Clustering: An evaluation +
Automatic Pronominal Anaphora Resolution in English Texts. +
Automatic Tagging of Arabic Text: From Raw Text to Base Phrase Chunks +
Automatic Writer Identification Using Connected-Component Contours and Edge-based Features of Uppercase Western Script +
Automatically Inducing Ontologies From Corpora +
Biomedical Named Entity Recognition Using Conditional Random Fields and Rich Feature Sets +
Boosted Lasso. +
Breaking Through the Syntax Barrier: searching with entities and relations +
Canonical Correlation Analysis: An Overview with Application to Learning Methods +
Capitalizing on Capabilities +
Centroid-based Summarization of Multiple Documents +
Citation Sentences for Semantic Analysis of Bioscience Text +
Collective Information Extraction with Relational Markov Networks +
Combining Lexical, Syntactic, and Semantic Features with Maximum Entropy Models for Extracting Relations +
Comparing the Impact of Open Access (OA) Vs. Non-OA Articles in the Same Journals +
ConceptNet — A Practical Commonsense Reasoning Tool-Kit +
ConceptNetâa Practical Commonsense Reasoning Tool-kit +
Concise Encyclopedia of Computer Science +
Conditional Random Fields: An introduction +
Confidence Estimation for Information Extraction +
Convex Optimization +
A study on Convolution Kernels for Shallow Semantic Parsing +
Corpus Pattern Analysis +
Co-training and Self-training for Word Sense Disambiguation +
Data Mining in Metric Space: An Empirical Analysis of Supervised Learning Performance Criteria +
Dependency Tree Kernels for Relation Extraction +
Design and Analysis of Group-randomized Trials: A Review of Recent Methodological Developments +
Detecting Semantic Relations Between Terms In Definitions +
Discovering Relations among Named Entities from Large Corpora +
Learning Domain Ontologies from Document Warehouses and Dedicated Web Sites +
Editorial: Special issue on learning from imbalanced data sets +
Efficient Mining of Both Positive and Negative Association Rules +
Effort for Payment a Tale of Two Markets +
Enhancing Ontological Knowledge through Ontology Population and Enrichment +
Ethics and Technology: Ethical Issues in An Age of Information and Communication Technology +
Evaluating Collaborative Filtering Recommender Systems +
Exact versus approximate string matching for protein name identification +
Exploiting Context for Biomedical Entity Recognition: From Syntax to the Web +
Exploiting Dictionaries in Named Entity Extraction: Combining semi-Markov extraction processes and data integration methods +
Exploring Large Document Repositories with RDF Technology: The DOPE Project +
Extracting Protein Function Information from MEDLINE Using a Full-Sentence Parser +
Extracting Social Networks and Contact Information from Email and the Web +
Fast, Deep-linguistic Statistical Minimalist Dependency Parsing +
Feature Selection, L 1 Vs. L 2 Regularization, and Rotational Invariance +
Finding Predominant Senses in Untagged Text +
Finding Scientific Topics +
Foundations of Library and Information Science, 2nd edition +
FrameNet-based Semantic Parsing using Maximum Entropy Models +
Frequent Subtree Mining - An Overview +
Gene Name Identification and Normalization Using a Model Organism Database +
Generalized Low Rank Approximations of Matrices +
Goal Representation for BDI Agent Systems +
Handbook on Ontologies +
Here is the Evidence, Now What is the Hypothesis? The Complementary Roles of Inductive and Hypothesis-driven Science in the Post-genomic Era +
Hierarchical Document Categorization with Support Vector Machines +
Identification and Tracing of Ambiguous Names: Discriminative and Generative Approaches +
Improving Random Forests +
Improving the Performance of Dictionary-based Approaches in Protein Name Recognition +
In Defense of One-Vs-All Classification +
Information Extraction for Question Answering: Improving recall through syntactic patterns +
Instance-based Schema Matching for Web Databases by Domain-specific Query Probing +
Integrating Constraints and Metric Learning in Semi-Supervised Clustering +
International Standard for a Linguistic Annotation Framework +
Introduction to Mathematical Methods in Bioinformatics +
Iterative Record Linkage for Cleaning and Integration +
Kernels and Distances for Structured Data +
Labor Economics +
Large-scale bayesian logistic regression for text categorization +
Learning Multi-label Scene Classification +
Learning the Kernel Matrix with Semidefinite Programming +
LexPageRank: Prestige in Multi-Document Text Summarization +
Liquidity Constraints, Household Wealth, and Entrepreneurship +
Literal Meaning +
Looking for a Few Good Metrics: Automatic Summarization Evaluation - How Many Samples Are Enough? +
MapReduce: Simplified Data Processing on Large Clusters +
Max-Margin Parsing +
Meta-Learner for Unknown Attribute Values Processing: Dealing with Inconsistency of Meta-Databases +
Mining and Summarizing Customer Reviews +
Mining Diagnostic Rules from Clinical Databases Using Rough Sets and Medical Diagnostic Model +
Mining Frequent Patterns Without Candidate Generation: A Frequent-Pattern Tree Approach +
Mining Frequent Patterns without Candidate Generation: A Frequent-Pattern Tree Approach +
Model-driven Data Acquisition in Sensor Networks +
Models for the Semantic Classification of Noun Phrases +
Automated Extraction of Mutation Data from the Literature: Application of MuteXt to G protein-coupled receptors and nuclear hormone receptors +
Named Entity Discovery Using Comparable News Articles +
Object Perception As Bayesian Inference +
On the Disparate Terminological Use of the Concept Cryptobiosis +
Ontological Engineering +
Ontology and the Lexicon. +
Ontology and the Lexicon. +
Ontology Extraction for Educational Knowledge Bases +
PSORTb v.2.0: expanded prediction of bacterial protein subcellular localization and insights gained from comparative proteome analysis +
Parallel Buddy Prima – A Hybrid Parallel Frequent itemset mining algorithm for very large databases +
Performance Bounded Reinforcement Learning in Strategic Interactions +
Probability Product Kernels +
Project Halo: Towards a Digital Aristotle +
Propositional Planning in BDI Agents +
Queries Revisited +
Conditional Random Fields: Query Answering for OWL-DL with Rules +
Question Answering Based on Semantic Structures +
Rouge: A Package for Automatic Evaluation of Summaries +
{ROUGE}: A Package for Automatic Evaluation of Summaries +
Recent Advances in Bayesian Inference Techniques +
Report on the 2004 BioCreAtIvE Workshop +
Rules of Play: Game Design Fundamentals +
Semantic Role Labeling Using Dependency Trees +
Semantic Annotation, Indexing, and Retrieval +
Semi-Markov Conditional Random Fields for Information Extraction +
Semi-Supervised Learning Using Randomized Mincuts +
Simplifying Semantic Annotations in Text +
Smatch: An algorithm and an implementation of semantic matching +
Statistical Learning from Relational Databases +
Support Vector Machines Applied to the Classification of Semantic Relations in Nominalized Noun Phrases +
Support Vector Machine Learning for Interdependent and Structured Output Spaces +
Survey of Text Mining: Clustering, Classification, and Retrieval, Volume 1 +
Term Identification in the Biomedical Literature +
Text Induced Spelling Correction +
TextRank: Bringing Order into Texts +
Textpresso: an ontology-based information retrieval and extraction system for biological literature +
The Automatic Content Extraction (ACE) Program – Tasks, Data, and Evaluation +
The Effective Use of Benford's Law to Assist in Detecting Fraud in Accounting Data +
The Entire Regularization Path for the Support Vector Machine +
The Gene Ontology Annotation (GOA) Database: Sharing Knowledge In Uniprot With Gene Ontology +
The Trade-off Between Generative and Discriminative Classifiers +
The Webgraph Framework I: compression techniques +
Theoretical Comparison between the Gini Index and Information Gain Criteria +
Topics in Statistical Data Analysis: Revealing Facts From Data +
Towards a Semantic Wiki Wiki Web +
Towards the Self-Annotating Web +
Towards Terascale Knowledge Acquisition +
Training Conditional Random Fields via Gradient Tree Boosting +
Two Supervised Learning Approach for Name Disambiguation in Author Citations +
UIMA: An architectural approach to unstructured information processing in the corporate research environment +
Understanding the Yarowsky Algorithm +
Using Automatically Learnt Verb Selectional Preferences for Classification of Biomedical Terms +
Using NLP Techniques to Identify Legal Ontology Components: Concepts and Relations +
Variations on Language Modeling for Information Retrieval +
Web-scale Information Extraction in KnowItAll: (preliminary results) +
new about the Semantic Web. Some questions +
Why We Blog +
Wide-Coverage Semantic Representations from a CCG Parser +
WordNet::Similarity - Measuring the Relatedness of Concepts +
Word Sense Disambiguation Using WordNet and the Lesk Algorithm +
Wordnet-based Text Document Clustering +
A BDI Architecture for Goal Deliberation +
A Bayesian Ordinal Logistic Regression Model to Correct for Interobserver Measurement Error in a Geographical Oral Health Study +
A Glossary of Terms Usedin the Federal Budget Process +
A Hybrid Unsupervised Approach for Document Clustering +
A Knowledge-based Approach to Citation Extraction +
ANSI/NISO Z39.19 - Guidelines for the Construction, Format, and Management of Monolingual Controlled Vocabularies +
A Personalized Search Engine Based on Web-Snippet Hierarchical Clustering +
A Probabilistic Language based Upon Sampling Functions +
A Probabilistic Model of Redundancy in Information Extraction +
A Search Engine Technique Using Relation Based Keywords +
A Semantic Approach to Recognizing Textual Entailment +
A Semantic Kernel to Classify Text with Very Few Training Examples +
A Shortest Path Dependency Kernel for Relation Extraction +
A Survey of Current Work in Biomedical Text Mining +
A Survey of Ontology Evaluation Techniques +
A Survey of Ontology Evaluation Techniques +
A Temporal Aggregates Ontology in OWL for the Semantic Web +
A Unifying View of Sparse Approximate Gaussian Process Regression +
A User’s Guide to Proper Names: Their Pragmatics And Semantics +
A Word-to-phrase Statistical Translation Model +
Adaptive Product Normalization: Using Online Learning for Record Linkage in Comparison Shopping +
Adding Linguistic Annotation +
Advances in Word Sense Disambiguation. +
Advances in Word Sense Disambiguation. +
Algorithm Design +
An Introduction for Conditional Random Fields +
An Investigation of Moral Judgement in Frontotemporal Dementia +
An Overview of Cooperative and Competitive Multiagent Learning +
As we May Search - Comparison of Major Features of the Web of Science, Scopus, and Google Scholar Citation-based and Citation-enhanced Databases +
Automatically Annotating Documents with Normalized Gene Lists +
Automatic Relation Extraction with Model Order Selection and Discriminative Label Identification +
Automatic Semantics Extraction In Law Documents +
Automatic Entity Disambiguation: Benefits to NER, Relation Extraction, Link Analysis, and Inference +
BLOG: Probabilistic Models with Unknown Objects +
Bidirectional LSTM Networks for Improved Phoneme Classification and Recognition +
Binary Lexical Relations for Text Representation in Information Retrieval +
BioIndustry Ethics +
Building And Using a Lexical Knowledge Base of Near-Synonym Differences +
Coarse-to-Fine n-Best Parsing and MaxEnt Discriminative Reranking +
Collocations in a Learner Corpus +
Commencement Speech to Kenyon College Class of 2005 +
Comparing Knowledge Sources for Nominal Anaphora Resolution +
Conditional Random Fields +
Confidence Measures for Speech Recognition: A Survey +
Consolidating the Set of Known Human Protein-Protein Interactions in Preparation for Large-Scale Mapping of the Human Interactome +
Co-occurrence based meta-analysis of scientific texts: retrieving biological relationships between genes +
Corpus-based Schema Matching +
DCMI Glossary +
Data Mining: Practical machine learning tools and techniques, Second Edition +
Data Privacy through Optimal k-Anonymization +
Dependency Grammar +
Dependency Structure Grammars +
Disambiguating Web Appearances of People in a Social Network +
Discovering Relations between Named Entities from a Large Raw Corpus Using Tree Similarity-based Clustering +
Discovering Large Dense Subgraphs in Massive Graphs +
Discriminative Reranking for Natural Language Parsing +
Document Annotation and Ontology Population from Linguistic Extractions +
Effective and Scalable Solutions for Mixed and Split Citation Problems in Digital Libraries +
Email Data Cleaning +
Evaluating a Realistic Agent in An Advice-giving Task +
Evaluating the Impact of Conditional Cash Transfer Programs +
Evaluation of OntoLearn, a Methodology for Automatic Population of Domain Ontologies +
Evaluation Methodology for IE Tasks +
Even You Can Learn Statistics: A Guide for Everyone Who Has Ever Been Afraid of Statistics +
Exploiting Relationships for Domain-Independent Data Cleaning +
Exploring Various Knowledge in Relation Extraction +
Extracting Personal Names from Email: Applying Named Entity Recognition to Informal Text +
Extracting Product Features and Opinions from Reviews +
Extracting Relations with Integrated Information Using Kernel Methods +
Fairness and Redistribution +
Feature Selection based on Mutual Information Criteria of Max-dependency, Max-relevance, and Min-redundancy +
First-orderized Researchcyc: Expressivity and Efficiency in a Common-sense Ontology +
Flexible Text Segmentation with Structured Multilabel Classification +
Formal Handling of Threats and Rewards in a Negotiation Dialogue +
Framewise Phoneme Classification with Bidirectional LSTM and Other Neural Network Architectures +
Gaussian Markov Random Fields: Theory and Applications +
Gene Name Ambiguity of Eukaryotic Nomenclatures +
the Context: Context-driven Automatic Semantic Annotation with C-PANKOW +
GoPubMed: exploring PubMed with the gene ontology +
The Google Scholar: New Generation of Citation Indexes +
Guidelines for Annotation of Concept Mention Patterns +
How Animals Do Business +
Implicit Learning +
Improving Name Tagging by Reference Resolution and Relation Detection +
Improving Recommendation Lists through Topic Diversification +
Incorporating Non-local Information Into Information Extraction Systems by Gibbs Sampling +
Inducing Ontological Co-occurrence Vectors. +
Inducing Ontological Co-occurrence Vectors. +
Information Extraction: Distilling Structured Data from Unstructured Text +
Information Extraction, Automatic +
Information Retrieval Design: principles and options for information description, organization, display, and access in information retrieval databases, digital libraries, and indexes +
Intelligent Fusion of Structural and Citation-based evidence for Text Classification +
Intention Scheduling for BDI Agent Systems +
Internet encyclopedias go head to head +
Introduction to the Special Issue on Multiword Expressions: Having a crack at a hard nut +
Jadex: A BDI Reasoning Engine +
Joint Parsing and Semantic Role Labeling +
LUBM: A Benchmark for OWL Knowledge Base Systems +
Learning Concept Hierarchies from Text Corpora using Formal Concept Analysis +
Learning Preference and Structured Data: Theory and Applications +
Learning a Domain Ontology from Hierarchically Structured Texts +
Learning a Similarity Metric Discriminatively, with Application to Face Verification +
Link Mining: A survey +
Live Migration of Virtual Machines +
Minimal Recursion Semantics: an Introduction +
Mining Data Streams: A Review +
Mining Interesting Knowledge from Weblogs: A survey +
Mining knowledge from text using information extraction +
Multi-armed Bandit Algorithms and Empirical Evaluation +
Multilingual Named Entity Extraction and Translation from Text and Speech +
NaLIX: An Interactive Natural Language Interface for Querying XML +
Name Disambiguation in Author Citations Using a K-Way Spectral Clustering Method +
Natural Behavior of a Listening Agent +
NetKit-SRL: A Toolkit for Network Learning and Inference and its use for classification of networked data +
Non-negative Tensor Factorization with Applications to Statistics and Computer Vision +
On the Semantics of Noun Compounds +
Ontologies Are Us: A Unified Model of Social Networks and Semantics +
Ontology Design Patterns for Semantic Web Content +
Ontology Learning from Text: Methods, Applications and Evaluation +
Ontology Learning from Text: An Overview +
Ontology Learning from Text: A Survey of Methods +
Ontology Based Object-Oriented Domain Modelling: Fundamental Concepts +
Overview of BioCreAtIvE: critical assessment of information extraction for biology +
PSORTdb: a protein subcellular localization database for bacteria +
Parametric versus Non-parametric Statistics in the Analysis of Randomized Trials with Non-normally Distributed Data +
Personalizing Search via Automated Analysis of Interests and Activities +
Poisson, Poisson-gamma and Zero-inflated Regression Models of Motor Vehicle Crashes: Balancing Statistical Fit and Theory +
BLOG: Probabilistic Models With Unknown Objects +
Probabilistic Robotics +
Probabilistic Topic Models +
Proceedings of the Workshop on Data Mining Case Studies +
Prominer: Rule-based protein and gene entity recognition +
Propositional and Predicate Calculus: A Model of Argument +
Protein function prediction via graph kernels +
Python Cookbook +
Recursive Database Structures +
Reference Reconciliation in Complex Information Spaces +
Repairing Concavities in ROC Curves +
Robotics-based Location Sensing Using Wireless Ethernet +
Robust Identification of Fuzzy Duplicates +
Rule Your Data with The Link King©: a SAS/AF® application for record linkage and unduplication +
Description of SQUASH, the SFU Question Answering Summary Handler for the DUC-2005 Summarization Task +
Scaling Information Extraction to Large Document Collections +
Schema and Ontology Matching with COMA++ +
Semantic Annotation for Knowledge Management: Requirements And A Survey Of The State Of The Art +
Semantic Role Labelling with Tree Conditional Random Fields +
Semi-supervised Graph Clustering: A Kernel Approach +
SenseRelate::TargetWord - A generalized framework for word sense disambiguation +
Shallow Semantics for Relation Extraction +
Simple Algorithms for Complex Relation Extraction with Applications to Biomedical IE +
A Simple Approach for Protein Name Identification: prospects and limits +
Smooth ε-Insensitive Regression by Loss Symmetrization +
Some Notes on Coordination in Head-Final Languages +
Stacked Sequential Learning +
Statistical Models: theory and practice +
Subsequence Kernels for Relation Extraction +
Summarizing Itemset Patterns: a profile-based approach +
Support Vector Random Fields for Spatial Classification +
Suregene, a scalable system for automated term disambiguation of gene and protein names +
Survey of Clustering Algorithms +
Survey of Semantic Annotation Platforms +
Teaching Academic Writing: A Toolkit for Higher Education +
Text2Onto - A Framework for Ontology Learning and Data-driven Change Discovery +
Text Mining and Natural Language Processing: introduction for the special issue +
Text Mining and Ontologies in Biomedicine: Making sense of raw text +
The Access Principle: The Case for Open Access to Research and Scholarship +
The Best Way to Rob a Bank is to Own One: How Corporate Executives and Politicians Looted the S\&L Industry +
Encyclopedia of Statistics in Behavioral Science +
The Law of Attrition +
The Necessity of Syntactic Parsing for Semantic Role Labeling +
The Omega Ontology +
The Political Blogosphere and the 2004 U.S. Election: divided they blog +
The Proposition Bank: An Annotated Corpus with Semantic Roles +
The Regularized EM Algorithm +
The Singularity Is Near: When Humans Transcend Biology +
The Structure of Human Intelligence: It is verbal, perceptual, and image rotation (VPR), not fluid and crystallized +
The User Query based Learning System for Lifetime Prediction of Metallic Components +
Towards Large-scale, Open-domain and Ontology-based Named Entity Classification +
Towards a Semantic Web for Bioinformatics using Ontology-based Annotation +
http://www-stat.stanford.edu/brochure/part4.html#hastie +
Twenty-Five Years of Finite-State Morphology +
Unfocussed Spatial Attention Underlies the Crowding Effect in Indirect Form Vision +
Unsupervised Gene/Protein Named Entity Normalization Using Automatically Extracted Dictionaries +
Unsupervised Named-Entity Extraction from the Web: An Experimental Study +
Unsupervised Large-vocabulary Word Sense Disambiguation with Graph-based Algorithms for Sequence Data Labeling +
Using Semantic Roles in Information Retrieval Systems +
Using Semantic Networks for Geographic Information Retrieval +
Variational Message Passing +
Variational Methods for Dirichlet Process Mixtures +