Initializing RBF-networks with small subsets of training examples
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Reduction Techniques for Instance-BasedLearning Algorithms
Machine Learning
An Interactive Visualisation Tool for Case-Based Reasoners
Applied Intelligence
Advances in Instance Selection for Instance-Based Learning Algorithms
Data Mining and Knowledge Discovery
Discovering Useful Concept Prototypes for Classification Based on Filtering and Abstraction
IEEE Transactions on Pattern Analysis and Machine Intelligence
Contribution of Dataset Reduction Techniques to Tree-Simplification and Knowledge Discovery
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Filtering Noisy Continuous Labeled Examples
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
A Symmetric Nearest Neighbor Learning Rule
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
Competence-Guided Case-Base Editing Techniques
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
Building Compact Competent Case-Bases
ICCBR '99 Proceedings of the Third International Conference on Case-Based Reasoning and Development
Prototype Generation Based on Instance Filtering and Averaging
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
Identifying and Eliminating Irrelevant Instances Using Information Theory
AI '00 Proceedings of the 13th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence
Sharper Bounds for the Hardness of Prototype and Feature Selection
ALT '00 Proceedings of the 11th International Conference on Algorithmic Learning Theory
Integrating feature and instance selection for text classification
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Data mining tasks and methods: Classification: nearest-neighbor approaches
Handbook of data mining and knowledge discovery
DeEPs: A New Instance-Based Lazy Discovery and Classification System
Machine Learning
Using the feature projection technique based on a normalized voting method for text classification
Information Processing and Management: an International Journal
Stratification for scaling up evolutionary prototype selection
Pattern Recognition Letters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Instance Filtering for entity recognition
ACM SIGKDD Explorations Newsletter - Natural language processing and text mining
An Assessment of Case-Based Reasoning for Spam Filtering
Artificial Intelligence Review
Fast time series classification using numerosity reduction
ICML '06 Proceedings of the 23rd international conference on Machine learning
Weighted Instance Typicality Search (WITS): A nearest neighbor data reduction algorithm
Intelligent Data Analysis
Selecting representative examples and attributes by a genetic algorithm
Intelligent Data Analysis
Prototype induction and attribute selection via evolutionary algorithms
Intelligent Data Analysis
A reduction technique for nearest-neighbor classification: Small groups of examples
Intelligent Data Analysis
An algorithm for correcting mislabeled data
Intelligent Data Analysis
Mining competent case bases for case-based reasoning
Artificial Intelligence
A version of the NGE model suitable for fuzzy domains
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Hit Miss Networks with Applications to Instance Selection
The Journal of Machine Learning Research
Making CN2-SD subgroup discovery algorithm scalable to large size data sets using instance selection
Expert Systems with Applications: An International Journal
A Fuzzy Hybrid Intelligent System for Human Semen Analysis
IBERAMIA '08 Proceedings of the 11th Ibero-American conference on AI: Advances in Artificial Intelligence
A divide-and-conquer recursive approach for scaling up instance selection algorithms
Data Mining and Knowledge Discovery
Maintenance by a Committee of Experts: The MACE Approach to Case-Base Maintenance
ICCBR '09 Proceedings of the 8th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
The Good, the Bad and the Incorrectly Classified: Profiling Cases for Case-Base Editing
ICCBR '09 Proceedings of the 8th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Graph-Based Discrete Differential Geometry for Critical Instance Filtering
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
Key Point Based Data Analysis Technique
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
A rough set-based case-based reasoner for text categorization
International Journal of Approximate Reasoning
Relabeling algorithm for retrieval of noisy instances and improving prediction quality
Computers in Biology and Medicine
Focusing solutions for data mining: analytical studies and experimental results in real-world domains
Noise reduction for instance-based learning with a local maximal margin approach
Journal of Intelligent Information Systems
Transductive learning from textual data with relevant example selection
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part II
Evaluating case selection algorithms for analogical reasoning systems
IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation - Volume Part I
An instance selection algorithm based on reverse nearest neighbor
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
Combining feature and example pruning by uncertainty minimization
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
Multi-represented kNN-classification for large class sets
DASFAA'05 Proceedings of the 10th international conference on Database Systems for Advanced Applications
Automatic acquisition of chinese–english parallel corpus from the web
ECIR'06 Proceedings of the 28th European conference on Advances in Information Retrieval
Profiling instances in noise reduction
Knowledge-Based Systems
Preceding rule induction with instance reduction methods
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
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