1. Article › Research › Peer-reviewed
2. Published

   On the optimality of Naive Bayes with dependent binary features.

   Kuncheva, L. I., 1 May 2006, In: Pattern Recognition Letters. 27, 7, p. 830-837

   Research output: Contribution to journal › Article › peer-review

3. Published

   On the window size for classification in changing environments.

   Kuncheva, L. I. & Žliobaitė, I., 25 Nov 2009, In: Intelligent Data Analysis. 13, 6, p. 861-872

   Research output: Contribution to journal › Article › peer-review

4. Published

   PCA Feature Extraction for Change Detection in Multidimensional Unlabeled Data

   Kuncheva, L. I. & Faithfull, W. J., 13 Mar 2014, In: IEEE Transactions on Neural Networks and Learning Systems. 25, 1, p. 69-80

   Research output: Contribution to journal › Article › peer-review

5. Published

   Prototype Classifiers and the Big Fish. The Case of Prototype (Instance) Selection

   Kuncheva, L., 20 Apr 2020, In: IEEE Systems, Man, and Cybernetics Magazine. 6, 2, p. 49-56

   Research output: Contribution to journal › Article › peer-review

6. Published

   ROC curves and video analysis optimization in intestinal capsule endoscopy.

   Vilarino, F., Kuncheva, L. I. & Radeva, P., 1 Jun 2006, In: Pattern Recognition Letters. 27, 8, p. 875-881

   Research output: Contribution to journal › Article › peer-review

7. Published

   Random Balance ensembles for multiclass imbalance learning

   Rodriguez, J., Diez-Pastor, J-F., Arnaiz-Gonzalez, A. & Kuncheva, L., 6 Apr 2020, In: Knowledge-Based Systems. 193, 24 p., 105434.

   Research output: Contribution to journal › Article › peer-review

8. Published

   Random Balance: Ensembles of variable priors classifiers for imbalanced data

   Diez-Pastor, J. F., Rodriguez, J. J., Garcia-Osorio, C. & Kuncheva, L. I., 7 May 2015, In: Knowledge-Based Systems. 85, p. 96-111

   Research output: Contribution to journal › Article › peer-review

9. Published

   Random Subspace Ensembles for fMRI Classification.

   Kuncheva, L. I., Rodriguez, J. J., Plumpton, C. O., Linden, D. E. & Johnston, S. J., 1 Feb 2010, In: IEEE Transactions on Medical Imaging. 29, 2, p. 531-542

   Research output: Contribution to journal › Article › peer-review

10. Published

    Relationships between combination methods and measures of diversity in combining classifiers

    Shipp, C. A. & Kuncheva, L. I., 1 Jan 2003, In: Information Fusion. 3, 2, p. 135-148

    Research output: Contribution to journal › Article › peer-review

11. Published

    Restricted Set Classification with prior probabilities: A case study on chessboard recognition

    Kuncheva, L. & Constance, J., Aug 2018, In: Pattern Recognition Letters. 111, p. 36-42 7 p.

    Research output: Contribution to journal › Article › peer-review