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Current Issue
Vol 25 (2016)
Published:
2017-03-24
Extreme classification under limited space and time budget
Kalina Jasińska, Krzysztof Dembczyński, Nikos Karampatziakis
9–23
PDF
Misclassification-Driven Sample Relabeling for Supervised Kernel Principal Component Analysis
Maciej Adamiak, Krzysztof Ślot
25–35
PDF
On Certain Limitations of Recursive Representation Model
Stanisław Jastrzębski, Igor Sieradzki
37-47
PDF
On Loss Functions for Deep Neural Networks in Classification
Katarzyna Janocha, Wojciech Marian Czarnecki
49–59
PDF
Optimization of ℓp-regularized Linear Models via Coordinate Descent
Jacek Klimaszewski, Marcin Korzeń
61–72
PDF
Pairwise versus Pointwise Ranking: A Case Study
Vitalik Melnikov, Eyke Hüllermeier, Daniel Kaimann, Bernd Frick, Pritha Gupta
73–83
PDF
Impact of Clustering Parameters on the Efficiency of the Knowledge Mining Process in Rule-based Knowledge Bases
Agnieszka Nowak-Brzezińska, Tomasz Rybotycki
85–101
PDF
Towards Learning Word Representation
Magdalena Wiercioch
103–115
PDF
Uniform Cross-entropy Clustering
Maciej Brzeski, Przemysław Spurek
117–126
PDF
Word Embeddings for Morphologically Complex Languages
Grzegorz Jurdziński
127–138
PDF
A Translation Evaluation Function based on Neural Network
Ameur Douib, David M. Langlois, Kamel Smaïli
139–151
PDF
Data Selection for Neural Networks
Mirosław Kordos
153–164
PDF
Online Supervised Learning Approach for Machine Scheduling
Bartosz Sądel, Bartłomiej Śnieżyński
165-176
PDF
Portfolio Inputs Selection from Imprecise Training Data
Sarunas Raudys, Aistis Raudys, Gene Biziuleviciene, Zidrina Pabarskaite
177–188
PDF
Search for Resolution Invariant Wavelet Features of Melanoma Learned by a Limited ANN Classifier
Grzegorz Surówka
189–207
PDF
Complexity of the Inversion Algorithm of Polynomial Mappings
Paweł Bogdan
209–225
PDF
Mutation Churn Model
Michał Mnich, Adam Roman, Piotr Wawrzyniak
227–236
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English
Język Polski