Items where Author is "Buza, Krisztián Antal"

Article

Peska, Ladislav and Buza, Krisztián Antal and Koller, Júlia (2017) Drug-target interaction prediction: A Bayesian ranking approach. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 152. pp. 15-21. ISSN 0169-2607

Buza, Krisztián Antal and Peska, Ladislav (2017) Drug–target interaction prediction with Bipartite Local Models and hubness-aware regression. NEUROCOMPUTING, 260. pp. 284-293. ISSN 0925-2312

Meszlényi, Regina and Hermann, Petra and Buza, Krisztián Antal and Gál, Viktor and Vidnyánszky, Zoltán (2017) Resting State fMRI Functional Connectivity Analysis Using Dynamic Time Warping. FRONTIERS IN NEUROSCIENCE, 11. pp. 1-17. ISSN 1662-4548

Buza, Krisztián Antal and Koller, Júlia (2016) Classification of Electroencephalograph Data: A Hubness-aware Approach. Acta Polytechnica Hungarica, 13 (2). pp. 27-46. ISSN 1785-8860

Buza, Krisztián Antal and Varga, Noémi Ágnes (2016) ParkinsoNET: Estimation of UPDRS Score using Hubness-aware Feed-Forward Neural Networks. APPLIED ARTIFICIAL INTELLIGENCE, 30 (6). pp. 541-555. ISSN 0883-9514

Tomasev, Nenad and Buza, Krisztián Antal (2015) Hubness-aware kNN classification of high-dimensional data in presence of label noise. NEUROCOMPUTING, 160. pp. 157-172. ISSN 0925-2312

Buza, Krisztián Antal and Nanopoulos, Alexandros and Nagy, Gábor (2015) Nearest neighbor regression in the presence of bad hubs. KNOWLEDGE-BASED SYSTEMS, 86. pp. 250-260. ISSN 0950-7051

Buza, Krisztián Antal and Wilczynski, Bartek and Dojer, Norbert (2015) RECORD: Reference-Assisted Genome Assembly for Closely Related Genomes. International Journal of Genomics, 2015.

Book Section

Buza, Krisztián Antal and Koller, Júlia and Marussy, Kristóf (2015) PROCESS: Projection-Based Classification of Electroencephalograph Signals. In: Artificial Intelligence and Soft Computing. Lecture Notes in Artificial Intelligence (9120). Springer International Publishing, Berlin, pp. 91-100.

Buza, Krisztián Antal (2015) Semi-supervised Naive Hubness-Bayesian k-Nearest Neighbor for Gene Expression Data. In: Proceedings of the 9th International Conference on Computer Recognition Systems. Advances in Intelligent Systems and Computing . Springer International Publishing, Berlin, p. 999.

Conference or Workshop Item

Meszlényi, Regina and Peska, Ladislav and Gál, Viktor and Vidnyánszky, Zoltán and Buza, Krisztián Antal (2016) Classification of fMRI data using Dynamic Time Warping based functional connectivity analysis. In: 24th European Signal Processing Conference.

Buza, Krisztián Antal (2016) Drug-Target Interaction Prediction with Hubness-aware Machine Learning. In: 11th IEEE International Symposium on Applied Computational Intelligence and Informatics.

Meszlényi, Regina and Peska, Ladislav and Gál, Viktor and Vidnyánszky, Zoltán and Buza, Krisztián Antal (2016) A model for classification based on the functional connectivity pattern dynamics of the brain. In: The Third European Network Intelligence Conference.

Buza, Krisztián Antal (2015) Hubness: An Interesting Property of Nearest Neighbor Graphs and its Impact on Classification. In: Proceedings of the 9th Hungarian-Japanese Symposium on Discrete Mathematics and Its Applications, 2015.06.02-2015.06.05, Fukuoka.

Marussy, Kristóf and Peska, Ladislav and Buza, Krisztián Antal (2015) Recommendations of Unique Items Based on Bipartite Graphs. In: Proceedings of the 9th Hungarian-Japanese Symposium on Discrete Mathematics and Its Applications, 2015.06.02-2015.06.05, Fukuoka.