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Pawel Cichosz
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Systemy uczące się
P Cichosz
Wydawnictwa Naukowo-Techniczne, 2007
530*2007
Data Mining Algorithms: Explained Using R
P Cichosz
John Wiley & Sons, 2015
378*2015
Truncating temporal differences: On the efficient implementation of TD (lambda) for reinforcement learning
P Cichosz
Journal of Artificial Intelligence Research 2, 287-318, 1994
1041994
Time series analysis for crime forecasting
G Borowik, ZM Wawrzyniak, P Cichosz
2018 26th International Conference on Systems Engineering (ICSEng), 1-10, 2018
442018
Real-time energy purchase optimization for a storage-integrated photovoltaic system by deep reinforcement learning
W Kolodziejczyk, I Zoltowska, P Cichosz
Control Engineering Practice 106, 104598, 2021
382021
A case study in text mining of discussion forum posts: classification with bag of words and global vectors
P Cichosz
International Journal of Applied Mathematics and Computer Science 28 (4 …, 2018
342018
Learning classifier systems in multi-agent environments
F Serendynski, P Cichosz, GP Klebus
First International Conference on Genetic Algorithms in Engineering Systems …, 1995
331995
Fast and efficient reinforcement learning with truncated temporal differences
P Cichosz, JJ Mulawka
Machine Learning Proceedings 1995, 99-107, 1995
311995
An analysis of experience replay in temporal difference learning
P Cichosz
Cybernetics & Systems 30 (5), 341-363, 1999
301999
Urban Crime Risk Prediction Using Point of Interest Data
P Cichosz
ISPRS International Journal of Geo-Information 9 (7), 459, 2020
292020
Imitation learning of car driving skills with decision trees and random forests
P Cichosz, Ł Pawełczak
International Journal of Applied Mathematics and Computer Science 24 (3 …, 2014
252014
Machine learning algorithms for prediction of the quality of transmission in optical networks
S Kozdrowski, P Cichosz, P Paziewski, S Sujecki
Entropy 23 (1), 7, 2020
232020
Assessing the quality of classification models: Performance measures and evaluation procedures
P Cichosz
Central European Journal of Engineering 1, 132-158, 2011
232011
Reinforcement learning by truncating temporal differences
P Cichosz
The Institute of Electronic Systems, 1998
221998
Parallel decision or regression tree growing
P Cichosz, M Klopotek, K Skowronski
US Patent 9,684,874, 2017
212017
Novelty detection for breast cancer image classification
P Cichosz, D Jagodziński, M Matysiewicz, Ł Neumann, RM Nowak, ...
Photonics Applications in Astronomy, Communications, Industry, and High …, 2016
172016
Reinforcement learning algorithms based on the methods of temporal differences
P Cichosz
Master's thesis, Institute of Computer Science, Warsaw University of Technology, 1994
171994
Application of SVM classifier in thermographic image classification for early detection of breast cancer
W Oleszkiewicz, P Cichosz, D Jagodziński, M Matysiewicz, Ł Neumann, ...
Photonics Applications in Astronomy, Communications, Industry, and High …, 2016
152016
Distributed processing of data records
P Cichosz, C Dendek, M Draminski, M Klopotek, K Skowronski
US Patent 10,482,154, 2019
132019
Parallel tree based prediction
P Cichosz, M Klopotek, K Skowronski
US Patent 9,710,751, 2017
132017
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