Maxdiff kd-trees for data condensation
Pattern Recognition Letters
A novel gray-based reduced NN classification method
Pattern Recognition
Prototype selection for dissimilarity-based classifiers
Pattern Recognition
Prototype reduction schemes applicable for non-stationary data sets
Pattern Recognition
Expert Systems with Applications: An International Journal
Fast communication: Unsupervised data reduction
Signal Processing
Mining competent case bases for case-based reasoning
Artificial Intelligence
Expert Systems with Applications: An International Journal
An incremental cluster-based approach to spam filtering
Expert Systems with Applications: An International Journal
Classification of weld flaws with imbalanced class data
Expert Systems with Applications: An International Journal
An association-based case reduction technique for case-based reasoning
Information Sciences: an International Journal
Global optimization of case-based reasoning for breast cytology diagnosis
Expert Systems with Applications: An International Journal
Template Selection by Editing Algorithms: A Case Study in Face Recognition
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Particle swarm optimization for prototype reduction
Neurocomputing
Rough-fuzzy weighted k-nearest leader classifier for large data sets
Pattern Recognition
Artificial neural networks with evolutionary instance selection for financial forecasting
Expert Systems with Applications: An International Journal
Probably correct k-nearest neighbor search in high dimensions
Pattern Recognition
Non-parametric and region-based image fusion with Bootstrap sampling
Information Fusion
Paper: Nearest neighbor classification on two types of SIMD machines
Parallel Computing
A divide-and-conquer approach to the pairwise opposite class-nearest neighbor (POC-NN) algorithm
Pattern Recognition Letters
Data compression by volume prototypes for streaming data
Pattern Recognition
An unsupervised self-organizing learning with support vector ranking for imbalanced datasets
Expert Systems with Applications: An International Journal
Real-time lip reading system for isolated Korean word recognition
Pattern Recognition
A class boundary preserving algorithm for data condensation
Pattern Recognition
Adaptive case-based reasoning using retention and forgetting strategies
Knowledge-Based Systems
Exploiting probabilistic topic models to improve text categorization under class imbalance
Information Processing and Management: an International Journal
A machine learning approach to classify vigilance states in rats
Expert Systems with Applications: An International Journal
Learning graph prototypes for shape recognition
Computer Vision and Image Understanding
Information Sciences: an International Journal
Pattern Recognition Letters
Improving learning by using artificial hints
Neurocomputing
Leveraging k-NN for generic classification boosting
Neurocomputing
New rank methods for reducing the size of the training set using the nearest neighbor rule
Pattern Recognition Letters
Computational Biology and Chemistry
Preprocessing unbalanced data using support vector machine
Decision Support Systems
Profiling instances in noise reduction
Knowledge-Based Systems
A training sample sequence planning method for pattern recognition problems
Automatica (Journal of IFAC)
Approximative fast nearest-neighbour recognition
Pattern Recognition Letters
Cellular automata based nearest neighbour rule condensation
International Journal of Computer Applications in Technology
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Designing Model Based Classifiers by Emphasizing Soft Targets
Fundamenta Informaticae - Advances in Artificial Intelligence and Applications
Hierarchical Hidden Markov Models for User/Process Profile Learning
Fundamenta Informaticae - Special issue ISMIS'05
InstanceRank based on borders for instance selection
Pattern Recognition
Review: Supervised classification and mathematical optimization
Computers and Operations Research
Efficient dataset size reduction by finding homogeneous clusters
Proceedings of the Fifth Balkan Conference in Informatics
Boosting k-NN for Categorization of Natural Scenes
International Journal of Computer Vision
Efficient distributed data condensation for nearest neighbor classification
Euro-Par'07 Proceedings of the 13th international Euro-Par conference on Parallel Processing
Instance selection with neural networks for regression problems
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
Feature ranking methods used for selection of prototypes
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
Representative prototype sets for data characterization and classification
ANNPR'12 Proceedings of the 5th INNS IAPR TC 3 GIRPR conference on Artificial Neural Networks in Pattern Recognition
A hybrid KNN-ant colony optimization algorithm for prototype selection
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part III
Integration of face detection and user identification with visual speech recognition
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
One-sided prototype selection on class imbalanced dissimilarity matrices
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Improving risk predictions by preprocessing imbalanced credit data
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
A new probabilistic active sample selection algorithm for class imbalance problem
International Journal of Knowledge Engineering and Soft Data Paradigms
FRPS: A Fuzzy Rough Prototype Selection method
Pattern Recognition
AIB2: an abstraction data reduction technique based on IB2
Proceedings of the 6th Balkan Conference in Informatics
ATISA: Adaptive Threshold-based Instance Selection Algorithm
Expert Systems with Applications: An International Journal
Preceding rule induction with instance reduction methods
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
Multi-prototype label ranking with novel pairwise-to-total-rank aggregation
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
A novel prototype generation technique for handwriting digit recognition
Pattern Recognition
Prototype reduction based on Direct Weighted Pruning
Pattern Recognition Letters
Fuzzy nearest neighbor algorithms: Taxonomy, experimental analysis and prospects
Information Sciences: an International Journal
A comparison between k-Optimum Path Forest and k-Nearest Neighbors supervised classifiers
Pattern Recognition Letters
Identifying predictive hubs to condense the training set of $$k$$-nearest neighbour classifiers
Computational Statistics
On the use of meta-learning for instance selection: An architecture and an experimental study
Information Sciences: an International Journal
Hi-index | 754.85 |
First Page of the Article