| 2016 | The Bag-of-Features Algorithm for Practical Applications Using the MySQL Database. | Marcin Gabryel |
| 2016 | A Case-Based Approach to Nosocomial Infection Detection. | Ricardo Faria, Henrique Vicente, Antnio Abelha, Manuel Filipe Santos, Jos Machado, Jos Neves |
| 2016 | Towards a Hybrid Learning Approach to Efficient Tone Pattern Recognition. | Moses Effiong Ekpenyong, Udoinyang G. Inyang, Imeh J. Umoren |
| 2016 | A New Method of the Intelligent Modeling of the Nonlinear Dynamic Objects with Fuzzy Detection of the Operating Points. | Piotr Dziwiski, Eduard D. Avedyan |
| 2016 | A New Approach for Using the Fuzzy Decision Trees for the Detection of the Significant Operating Points in the Nonlinear Modeling. | Piotr Dziwiski, Eduard D. Avedyan |
| 2016 | Ensemble ANN Classifier for Structural Health Monitoring. | Ziemowit Dworakowski, Tadeusz Stepinski, Krzysztof Dragan, Adam Jablonski, Tomasz Barszcz |
| 2016 | On the Cesro-Means-Based Orthogonal Series Approach to Learning Time-Varying Regression Functions. | Piotr Duda, Lena Pietruczuk, Maciej Jaworski, Adam Krzyzak |
| 2016 | Accelerating SVM with GPU: The State of the Art. | Pawel Drozda, Krzysztof Sopyla |
| 2016 | A Method of Analysis and Visualization of Structured Datasets Based on Centrality Information. | Wojciech W. Czech, Radoslaw Lazarz |
| 2016 | Hybrid Parallelization of Evolutionary Model Tree Induction. | Marcin Czajkowski, Krzysztof Jurczuk, Marek Kretowski |
| 2016 | Complexity of Rule Sets Induced from Data Sets with Many Lost and Attribute-Concept Values. | Patrick G. Clark, Cheng Gao, Jerzy W. Grzymala-Busse |
| 2016 | Regularization Methods for the Analytical Statistical Reconstruction Problem in Medical Computed Tomography. | Robert Cierniak, Anna Lorent, Piotr Pluta, Nimit Shah |
| 2016 | Natural Computing in Pump-Scheduling Optimization for Water Supply System: Case Study. | Maria Jos de Paula Castanho, Angelita Maria de R, Fbio Hernandes, Emanuel da Costa Luz, Mauro Miazaki, Sandro Rautenberg |
| 2016 | A Clustering Based System for Automated Oil Spill Detection by Satellite Remote Sensing. | Giacomo Capizzi, Grazia Lo Sciuto, Marcin Wozniak, Robertas Damasevicius |
| 2016 | Dynamic Ensemble Selection Using Discriminant Functions and Normalization Between Class Labels - Approach to Binary Classification. | Robert Burduk, Paulina Baczynska |
| 2016 | Parallelization of Image Encryption Algorithm Based On Chaotic Neural Networks. | Dariusz Burak |
| 2016 | Parallel Tabu Search Algorithm with Uncertain Data for the Flexible Job Shop Problem. | Wojciech Bozejko, Mariusz Uchronski, Mieczyslaw Wodecki |
| 2016 | Tabu Search Algorithm with Neural Tabu Mechanism for the Cyclic Job Shop Problem. | Wojciech Bozejko, Andrzej Gnatowski, Teodor Nizynski, Mieczyslaw Wodecki |
| 2016 | Problems of Identification of Cloud-Based Fuzzy Evolving Systems. | Saso Blazic, Igor Skrjanc |
| 2016 | Diversity Analysis on Imbalanced Data Using Neighbourhood and Roughly Balanced Bagging Ensembles. | Jerzy Blaszczynski, Mateusz Lango |
| 2016 | On the Relation Between kNN Accuracy and Dataset Compression Level. | Marcin Blachnik |
| 2016 | Parallel Learning of Feedforward Neural Networks Without Error Backpropagation. | Jaroslaw Bilski, Bogdan M. Wilamowski |
| 2016 | Application of the Givens Rotations in the Neural Network Learning Algorithm. | Jaroslaw Bilski, Bartosz Kowalczyk, Jacek M. Zurada |
| 2016 | A New Proposition of the Activation Function for Significant Improvement of Neural Networks Performance. | Jaroslaw Bilski, Alexander I. Galushkin |
| 2016 | Neural System for Power Load Prediction in a Week Time Horizon. | Andrzej Bielecki, Marcin Lenart |