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Influence of Outliers Introduction on Predictive Models Quality.

M. Kalisch, M. Michalak, M. Sikora, L. Wróbel, and P. Przystalka. BDAS, volume 613 of Communications in Computer and Information Science, page 79-93. Springer, (2016)

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Piotr Baszynski University of Stuttgart

Justyna Piotrowska University of Stuttgart

Piotr Fabirkiewicz University of Stuttgart

Dr. phil. Piotr Plaza University of Stuttgart

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Methodology of neural modelling in fault detection with the use of chaos engineering.P. Przystalka, and W. Moczulski. Eng. Appl. of AI, (2015)Control System Shell of Mobile Robot with Voice Recognition Module.A. Skrzypek, W. Panfil, M. Kosior, and P. Przystalka. RoMoCo, page 191-196. IEEE, (2019)Influence of Outliers Introduction on Predictive Models Quality.M. Kalisch, M. Michalak, M. Sikora, L. Wróbel, and P. Przystalka. BDAS, volume 613 of Communications in Computer and Information Science, page 79-93. Springer, (2016)Actuator Fault Diagnosis Using Single and Meta-Classification Strategies.M. Kalisch, P. Przystalka, and A. Timofiejczuk. AI4KM@FedCSIS, volume 469 of IFIP Advances in Information and Communication Technology, page 132-149. Springer, (2014)A Concept of Automatic Tuning of Longwall Scraper Conveyor Model.P. Przystalka, and A. Katunin. FedCSIS, page 601-604. (2016)Outlier Detection and Elimination in Stream Data - An Experimental Approach.M. Kalisch, M. Michalak, P. Przystalka, M. Sikora, and L. Wróbel. IJCRS, volume 9920 of Lecture Notes in Computer Science, page 416-426. (2016)Damage assessment in composite plates using fractional wavelet transform of modal shapes with optimized selection of spatial wavelets.A. Katunin, and P. Przystalka. Eng. Appl. of AI, (2014)Model-Based Fault Detection and Isolation Using Locally Recurrent Neural Networks.P. Przystalka. ICAISC, volume 5097 of Lecture Notes in Computer Science, page 123-134. Springer, (2008)Data Intensive vs Sliding Window Outlier Detection in the Stream Data - An Experimental Approach.M. Kalisch, M. Michalak, M. Sikora, L. Wróbel, and P. Przystalka. ICAISC (2), volume 9693 of Lecture Notes in Computer Science, page 73-87. Springer, (2016)Velocity Planning of an Electric Vehicle Using an Evolutionary Algorithm.M. Targosz, M. Szumowski, W. Skarka, and P. Przystalka. TST, volume 395 of Communications in Computer and Information Science, page 171-177. Springer, (2013)