Thinking Outside the Box at the IHMC
Computer
Applying Noise Handling Techniques to Genomic Data: A Case Study
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Probabilistic Noise Identification and Data Cleaning
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Analyzing Software Measurement Data with Clustering Techniques
IEEE Intelligent Systems
Polishing Blemishes: Issues in Data Correction
IEEE Intelligent Systems
Class Noise vs. Attribute Noise: A Quantitative Study
Artificial Intelligence Review
Class noise vs. attribute noise: a quantitative study of their impacts
Artificial Intelligence Review
Data Mining and Knowledge Discovery
The pairwise attribute noise detection algorithm
Knowledge and Information Systems - Special Issue on Mining Low-Quality Data
Enhancing software quality estimation using ensemble-classifier based noise filtering
Intelligent Data Analysis
Identifying noisy features with the Pairwise Attribute Noise Detection Algorithm
Intelligent Data Analysis
An algorithm for correcting mislabeled data
Intelligent Data Analysis
The multiple imputation quantitative noise corrector
Intelligent Data Analysis
Class Noise Mitigation Through Instance Weighting
ECML '07 Proceedings of the 18th European conference on Machine Learning
Conceptual equivalence for contrast mining in classification learning
Data & Knowledge Engineering
Error detection and impact-sensitive instance ranking in noisy datasets
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Class noise detection using frequent itemsets
Intelligent Data Analysis
Arguing from Experience to Classifying Noisy Data
DaWaK '09 Proceedings of the 11th International Conference on Data Warehousing and Knowledge Discovery
Knowledge discovery from imbalanced and noisy data
Data & Knowledge Engineering
Empirical case studies in attribute noise detection
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews - Special issue on information reuse and integration
PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence
IEEE Transactions on Neural Networks
Performance Analysis of Class Noise Detection Algorithms
Proceedings of the 2010 conference on STAIRS 2010: Proceedings of the Fifth Starting AI Researchers' Symposium
An exploration of learning when data is noisy and imbalanced
Intelligent Data Analysis
Dealing with data corruption in remote sensing
IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
Assessing the quality and cleaning of a software project dataset: an experience report
EASE'06 Proceedings of the 10th international conference on Evaluation and Assessment in Software Engineering
A novel classification algorithm to noise data
ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part II
Information enhancement for data mining
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Information Sciences: an International Journal
Information Sciences: an International Journal
Ensemble-based noise detection: noise ranking and visual performance evaluation
Data Mining and Knowledge Discovery
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