Solving and Interpreting Binary Classification Problems in Marketing with SVMs. - Georgi I. Nalbantov; Jan C. Bioch; Patrick J. F. Groenen (GfKl, 2005)

Reliable Instance Classification with Version Spaces. - Evgueni N. Smirnov; Ida G. Sprinkhuizen-Kuyper; Georgi I. Nalbantov (SGAI Conf., 2005)

Version Space Support Vector Machines. - Evgueni N. Smirnov; Ida G. Sprinkhuizen-Kuyper; Georgi I. Nalbantov; Stijn Vanderlooy (ECAI, 2006)

Classification with Support Hyperplanes. - Georgi I. Nalbantov; Jan C. Bioch; Patrick J. F. Groenen (ECML, 2006)

Nonlinear Support Vector Machines Through Iterative Majorization and I-Splines. - Patrick J. F. Groenen; Georgi I. Nalbantov; J. Cor Bioch (GfKl, 2006)

Description Identification and the Consistency Problem. - Evgueni N. Smirnov; Nikolay Y. Nikolaev; Georgi I. Nalbantov (SGAI Conf., 2008)

SVM-Maj: a majorization approach to linear support vector machines with different hinge errors. - Patrick J. F. Groenen; Georgi I. Nalbantov; Jan C. Bioch (Adv. Data Anal. Classif., 2008)

Meta-conformity approach to reliable classification. - Evgueni N. Smirnov; Georgi I. Nalbantov; A. M. Kaptein (Intell. Data Anal., 2009)

Single-Stacking Conformity Approach to Reliable Classification. - Evgueni N. Smirnov; Nikolay I. Nikolaev; Georgi I. Nalbantov (AIMSA, 2010)

Soft Nearest Convex Hull Classifier. - Georgi I. Nalbantov; Evgueni N. Smirnov (ECAI, 2010)

Image Mining for Intelligent Autonomous Coal Mining. - Georgi I. Nalbantov; Evgueni N. Smirnov; Dilyan I. Nalbantov; Gerhard Weiss 001; Karl Nienhaus; Manuel Warcholik; Fiona Mavroudis (ICDM (Poster and Industry Proceedings), 2010)

k-Version-Space Multi-class Classification Based on k-Consistency Tests. - Evgueni N. Smirnov; Georgi I. Nalbantov; Nikolay I. Nikolaev (ECML/PKDD (3), 2010)

The Combination of Clinical, Dose-Related and Imaging Features Helps Predict Radiation-Induced Normal-Tissue Toxicity in Lung-cancer Patients - An in-silico Trial Using Machine Learning Techniques. - Georgi I. Nalbantov; Andre Dekker; Dirk De Ruysscher; Philippe Lambin; Evgueni N. Smirnov (ICMLA (2), 2011)

Minimally-Sized Balanced Decomposition Schemes for Multi-class Classification. - Evgueni N. Smirnov; Matthijs Moed; Georgi I. Nalbantov; Ida G. Sprinkhuizen-Kuyper (Ensembles in Machine Learning Applications, 2011)

Sentence-based classification of free-text breast cancer radiology reports. - Aisan Maghsoodi; Merlijn Sevenster; Johannes Scholtes; Georgi I. Nalbantov (CBMS, 2012)

A Note on Posterior Probability Estimation for Classifiers. - Georgi Nalbantov; Svetoslav Ivanov (CoRR, 2019)

Tutorial on Implied Posterior Probability for SVMs. - Georgi Nalbantov; Svetoslav Ivanov (CoRR, 2019)

Multi-Class Classification of Pathologies Found on Short ECG Signals. - Georgi Nalbantov; Svetoslav Ivanov; Jeffrey Van Prehn (CinC, 2020)

Pathologies Prediction on Short ECG Signals with Focus on Feature Extraction Based on Beat Morphology and Image Deformation. - Jeffrey Van Prehn; Svetoslav Ivanov; Georgi Nalbantov (CinC, 2021)

Predictive Maintenance Tool for Non-Intrusive Inspection Systems. - Georgi Nalbantov; Dimitar Todorov; Nikolay Zografov; Stefan Georgiev; Nadia Bojilova (CoRR, 2021)

Optimal Linear Combination of Classifiers. - Georgi Nalbantov; Svetoslav Ivanov (CoRR, 2021)