Search results for "Class-Overlapping"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
25	Gustavo E. A. P. A. Batista, Ronaldo C. Prati, Maria Carolina Monard	Balancing Strategies and Class Overlapping.	IDA	2005	DBLP DOI BibTeX RDF
25	Sang-Woon Kim, B. John Oommen	A Fast Computation of Inter-class Overlap Measures Using Prototype Reduction Schemes.	Canadian AI	2008	DBLP DOI BibTeX RDF	k-Nearest Neighbor (k??NN) Classifier, Class-Overlapping, Data Complexity, Prototype Reduction Schemes (PRS)
25	Debashree Devi, Saroj K. Biswas 0001, Biswajit Purkayastha	Learning in presence of class imbalance and class overlapping by using one-class SVM and undersampling technique.	Connect. Sci.	2019	DBLP DOI BibTeX RDF
20	Gustavo E. A. P. A. Batista, Ronaldo C. Prati, Maria Carolina Monard	A study of the behavior of several methods for balancing machine learning training data.	SIGKDD Explor.	2004	DBLP DOI BibTeX RDF
20	Ronaldo C. Prati, Gustavo E. A. P. A. Batista, Maria Carolina Monard	Class Imbalances versus Class Overlapping: An Analysis of a Learning System Behavior.	MICAI	2004	DBLP DOI BibTeX RDF
15	Shivani Gupta, Richa Singh, Ranjeet Kumar, Kusum Lata Jain	Combat with Class Overlapping in Software Defect Prediction Using Neighbourhood Metric.	SN Comput. Sci.	2023	DBLP DOI BibTeX RDF
15	Mini Prince, P. M. Joe Prathap	An Imbalanced Dataset and Class Overlapping Classification Model for Big Data.	Comput. Syst. Sci. Eng.	2023	DBLP DOI BibTeX RDF
15	Tsung-Hsien Lin, Ying-Shuo Lee, Fu-Chieh Chang 0001, J. Morris Chang, Pei-Yuan Wu	Protecting Sensitive Attributes by Adversarial Training Through Class-Overlapping Techniques.	IEEE Trans. Inf. Forensics Secur.	2023	DBLP DOI BibTeX RDF
15	Changhui Liu, Sun Jin, Donghong Wang, Zichao Luo, Jianbo Yu, Binghai Zhou, Changlin Yang	Constrained Oversampling: An Oversampling Approach to Reduce Noise Generation in Imbalanced Datasets With Class Overlapping.	IEEE Access	2022	DBLP DOI BibTeX RDF
15	Fares Grina, Zied Elouedi, Eric Lefevre	Evidential Undersampling Approach for Imbalanced Datasets with Class-Overlapping and Noise.	MDAI	2021	DBLP DOI BibTeX RDF
15	Shivani Gupta, Atul Gupta	Handling class overlapping to detect noisy instances in classification.	Knowl. Eng. Rev.	2018	DBLP DOI BibTeX RDF
15	Nguyen Trong Tung, Vu Hoang Dieu, Khoat Than, Ngo Van Linh 0001	Reducing Class Overlapping in Supervised Dimension Reduction.	SoICT	2018	DBLP DOI BibTeX RDF
15	Nian Zhang, Welezane Karimoune, Lara A. Thompson, Hongmei Dang	A between-class overlapping coherence-based algorithm in KNN classification.	SMC	2017	DBLP DOI BibTeX RDF
15	Yang-Lang Chang, Lena Chang, Jyh-Perng Fang, Min-Yu Huang, Kuo-Kai Lin, Jen-Shian Wu, Bormin Huang	Particle swarm optimization/impurity function class overlapping scheme based on multiple attribute decision making model for hyperspectral band selection.	IGARSS	2015	DBLP DOI BibTeX RDF
15	Alok Sharma, Seiya Imoto, Satoru Miyano	A between-Class Overlapping Filter-Based Method for transcriptome Data Analysis.	J. Bioinform. Comput. Biol.	2012	DBLP DOI BibTeX RDF
9	José Salvador Sánchez 0001, Ramón Alberto Mollineda, José Martínez Sotoca	An analysis of how training data complexity affects the nearest neighbor classifiers.	Pattern Anal. Appl.	2007	DBLP DOI BibTeX RDF
9	David Aguado, José R. Dorronsoro, Beatriz Lucía, Carlos Santa Cruz	Small Sample Discrimination and Professional Performance Assessment.	IWANN (2)	1999	DBLP DOI BibTeX RDF