Inducing Cost-Sensitive Trees via Instance Weighting

Automated assistants to aid humans in understanding team behaviors

AGENTS '00 Proceedings of the fourth international conference on Autonomous agents

Evaluating cost-sensitive Unsolicited Bulk Email categorization

Proceedings of the 2002 ACM symposium on Applied computing

Automated Assistants to Aid Humans in Understanding Team Behaviors

RoboCup-99: Robot Soccer World Cup III

Boosting Cost-Sensitive Trees

DS '98 Proceedings of the First International Conference on Discovery Science

An Evolutionary Algorithm for Cost-Sensitive Decision Rule Learning

EMCL '01 Proceedings of the 12th European Conference on Machine Learning

Automated Assistants for Analyzing Team Behaviors

Autonomous Agents and Multi-Agent Systems

Decision trees with minimal costs

ICML '04 Proceedings of the twenty-first international conference on Machine learning

"Missing Is Useful': Missing Values in Cost-Sensitive Decision Trees

IEEE Transactions on Knowledge and Data Engineering

Test-Cost Sensitive Classification on Data with Missing Values

IEEE Transactions on Knowledge and Data Engineering

Evaluating the performance of cost-based discretization versus entropy-and error-based discretization

Computers and Operations Research

Feature value acquisition in testing: a sequential batch test algorithm

ICML '06 Proceedings of the 23rd international conference on Machine learning

Test Strategies for Cost-Sensitive Decision Trees

IEEE Transactions on Knowledge and Data Engineering

Content based SMS spam filtering

Proceedings of the 2006 ACM symposium on Document engineering

Applying lazy learning algorithms to tackle concept drift in spam filtering

Expert Systems with Applications: An International Journal

SpamHunting: An instance-based reasoning system for spam labelling and filtering

Decision Support Systems

Partial example acquisition in cost-sensitive learning

Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining

Classification of intrusion detection alerts using abstaining classifiers

Intelligent Data Analysis

Cost-Sensitive Decision Trees with Pre-pruning

CAI '07 Proceedings of the 20th conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence

A Cost-Sensitive Approach to Feature Selection in Micro-Array Data Classification

WILF '07 Proceedings of the 7th international workshop on Fuzzy Logic and Applications: Applications of Fuzzy Sets Theory

Roulette Sampling for Cost-Sensitive Learning

ECML '07 Proceedings of the 18th European conference on Machine Learning

Building a cost-constrained decision tree with multiple condition attributes

Information Sciences: an International Journal

Thresholding for making classifiers cost-sensitive

AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1

Data mining and machine learning-Towards reducing false positives in intrusion detection

Information Security Tech. Report

Adapting cost-sensitive learning for reject option

CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management

Test-cost sensitive classification on data with missing values in the limited time

KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part I

Test-cost sensitive classification using greedy algorithm on training data

ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence

Cost-sensitive case-based reasoning using a genetic algorithm: Application to medical diagnosis

Artificial Intelligence in Medicine

Fast data acquisition in cost-sensitive learning

ICDM'11 Proceedings of the 11th international conference on Advances in data mining: applications and theoretical aspects

Hybrid cost-sensitive decision tree

PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases

Simple test strategies for cost-sensitive decision trees

ECML'05 Proceedings of the 16th European conference on Machine Learning

A cost-sensitive technique for positive-example learning supporting content-based product recommendations in B-to-C e-commerce

Decision Support Systems

Cost-sensitive classification with unconstrained influence diagrams

SOFSEM'12 Proceedings of the 38th international conference on Current Trends in Theory and Practice of Computer Science

The CASH algorithm-cost-sensitive attribute selection using histograms

Information Sciences: an International Journal

Intrusion detection in MANET using classification algorithms: The effects of cost and model selection

Ad Hoc Networks

A survey of cost-sensitive decision tree induction algorithms

ACM Computing Surveys (CSUR)