Combining Statistical Learning with a Knowledge-Based Approach - A Case Study in Intensive Care Monitoring

Relational data mining applications: an overview

Relational Data Mining

Web classification using support vector machine

Proceedings of the 4th international workshop on Web information and data management

Exploiting Classifier Combination for Early Melanoma Diagnosis Support

ECML '00 Proceedings of the 11th European Conference on Machine Learning

The Representation Race - Preprocessing for Handling Time Phenomena

ECML '00 Proceedings of the 11th European Conference on Machine Learning

Development of Decision Support Algorithms for Intensive Care Medicine: A New Approach Combining Time Series Analysis and a Knowledge Base System with Learning and Revision Capabilities

KI '99 Proceedings of the 23rd Annual German Conference on Artificial Intelligence: Advances in Artificial Intelligence

Single-shot detection of multiple categories of text using parametric mixture models

Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining

Building Text Classifiers Using Positive and Unlabeled Examples

ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining

Frequent Sub-Structure-Based Approaches for Classifying Chemical Compounds

ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining

Boosting support vector machines for text classification through parameter-free threshold relaxation

CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management

Manifold-ranking based image retrieval

Proceedings of the 12th annual ACM international conference on Multimedia

Analysis of Statistical Question Classification for Fact-Based Questions

Information Retrieval

Frequent Substructure-Based Approaches for Classifying Chemical Compounds

IEEE Transactions on Knowledge and Data Engineering

A support vector method for multivariate performance measures

ICML '05 Proceedings of the 22nd international conference on Machine learning

Japanese zero pronoun resolution based on ranking rules and machine learning

EMNLP '03 Proceedings of the 2003 conference on Empirical methods in natural language processing

Adapting ranking SVM to document retrieval

SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval

Linear feature-based models for information retrieval

Information Retrieval

Statistical blockade: a novel method for very fast Monte Carlo simulation of rare circuit events, and its application

Proceedings of the conference on Design, automation and test in Europe

Mining data from intensive care patients

Advanced Engineering Informatics

A support vector method for optimizing average precision

SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval

Floatcascade learning for fast imbalanced web mining

Proceedings of the 17th international conference on World Wide Web

On optimal degree selection for polynomial kernel with support vector machines: Theoretical and empirical investigations

International Journal of Knowledge-based and Intelligent Engineering Systems

Finding Identity Group "Fingerprints" in Documents

IWCF '08 Proceedings of the 2nd international workshop on Computational Forensics

Adapting svm for data sparseness and imbalance: A case study in information extraction

Natural Language Engineering

Cool Blog Classification from Positive and Unlabeled Examples

PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining

Detecting spammers and content promoters in online video social networks

Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval

Text categorization from category name via lexical reference

NAACL-Short '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers

Taking into account the differences between actively and passively acquired data: the case of active learning with support vector machines for imbalanced datasets

NAACL-Short '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers

Learning from imbalanced data in surveillance of nosocomial infection

Artificial Intelligence in Medicine

On strategies for imbalanced text classification using SVM: A comparative study

Decision Support Systems

Ranking structured documents: a large margin based approach for patent prior art search

IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence

Statistical blockade: very fast statistical simulation and modeling of rare circuit events and its application to memory design

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

Automatic detection of unstained viable cells in bright field images using a support vector machine with an improved training procedure

Computers in Biology and Medicine

Learning term-weighting functions for similarity measures

EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2

Letters: Support vector machines for candidate nodules classification

Neurocomputing

AUC maximization linear classifier based on active learning and its application

Neurocomputing

Story link detection based on event model with uneven SVM

AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology

Boosting support vector machines for imbalanced data sets

ISMIS'08 Proceedings of the 17th international conference on Foundations of intelligent systems

The entire quantile path of a risk-agnostic SVM classifier

UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence

IBN SINA: a database for research on processing and understanding of Arabic manuscripts images

DAS '10 Proceedings of the 9th IAPR International Workshop on Document Analysis Systems

Intelligible support vector machines for diagnosis of diabetes mellitus

IEEE Transactions on Information Technology in Biomedicine

Predicting adverse events: detecting myocardial damage in intensive care unit (ICU) patients

Proceedings of the sixth international conference on Knowledge capture

A comparison of content-based tag recommendations in folksonomy systems

KONT'07/KPP'07 Proceedings of the First international conference on Knowledge processing and data analysis

Spatio-Temporal Tube data representation and Kernel design for SVM-based video object retrieval system

Multimedia Tools and Applications

When was it written? automatically determining publication dates

SPIRE'11 Proceedings of the 18th international conference on String processing and information retrieval

A weighting initialization strategy for weighted support vector machines

ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I

Toward robust real-world inference: a new perspective on explanation-based learning

ECML'06 Proceedings of the 17th European conference on Machine Learning

PP-attachment disambiguation boosted by a gigantic volume of unambiguous examples

IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing

A model for anticipatory event detection

ER'06 Proceedings of the 25th international conference on Conceptual Modeling

A class of new kernels based on high-scored pairs of k-peptides for SVMs and its application for prediction of protein subcellular localization

Transactions on Computational Systems Biology II

Using linguistic information and machine learning techniques to identify entities from juridical documents

Semantic Processing of Legal Texts

Automatic identification of personal insults on social news sites

Journal of the American Society for Information Science and Technology

Distributed Monitoring with Collaborative Prediction

CCGRID '12 Proceedings of the 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012)

Recognising speakers from the topics they talk about

Speech Communication

Generalization methods for in-domain and cross-domain opinion holder extraction

EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics

Video analysis for identifying human operation difficulties and faucet usability assessment

Neurocomputing

Transductive cost-sensitive lung cancer image classification

Applied Intelligence

Entropic selection of histogram features for efficient classification

SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition

A new probabilistic active sample selection algorithm for class imbalance problem

International Journal of Knowledge Engineering and Soft Data Paradigms

Efficient distributed monitoring with active Collaborative Prediction

Future Generation Computer Systems

Boosted SVM for extracting rules from imbalanced data in application to prediction of the post-operative life expectancy in the lung cancer patients

Applied Soft Computing

A neural-AdaBoost based facial expression recognition system

Expert Systems with Applications: An International Journal

An SVM-AdaBoost facial expression recognition system

Applied Intelligence