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ORCIDPawel Cichosz
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2020 – today
- 2023
[j10]Pawel Cichosz:
Bag of words and embedding text representation methods for medical article classification. Int. J. Appl. Math. Comput. Sci. 33(4) (2023)- [c8]Radoslaw Pytlak, Barbara Bukhvalova, Pawel Cichosz, Bartlomiej Fajdek, Danica Grahek-Ogden, Bogdan Jastrzebski, Mehak Khan, Jacek Postupolski, Anis Yazidi, Robert Waszkowski:
Machine learning based system for the automation of systematic literature reviews. BIBM 2023: 4389-4397 - 2022
- [c7]Stanislaw Kozdrowski, Pawel Cichosz, Slawomir Sujecki:
Machine Learning Application to Transmission Quality Assessment in Optical Networks. SoftCOM 2022: 1-3 - 2021
- [j9]Stanislaw Kozdrowski
, Pawel Cichosz, Piotr Paziewski, Slawomir Sujecki:
Machine Learning Algorithms for Prediction of the Quality of Transmission in Optical Networks. Entropy 23(1): 7 (2021) - [j8]Pawel Cichosz, Stanislaw Kozdrowski, Slawomir Sujecki:
Learning to Classify DWDM Optical Channels from Tiny and Imbalanced Data. Entropy 23(11): 1504 (2021) - [c6]Rafal Biedrzycki, Kamil Kwiatkowski, Pawel Cichosz:
Compressor Schedule Optimization for a Refrigerated Warehouse Using Metaheuristic Algorithms. CEC 2021: 201-208 - [c5]Pawel Cichosz, Stanislaw Kozdrowski, Slawomir Sujecki:
Application of ML Algorithms for Prediction of the QoT in Optical Networks with Imbalanced and Incomplete Data. SoftCOM 2021: 1-6 - 2020
- [j7]Pawel Cichosz:
Urban Crime Risk Prediction Using Point of Interest Data. ISPRS Int. J. Geo Inf. 9(7): 459 (2020) - [j6]Pawel Cichosz:
Unsupervised modeling anomaly detection in discussion forums posts using global vectors for text representation. Nat. Lang. Eng. 26(5): 551-578 (2020)
2010 – 2019
- 2018
- [j5]Pawel Cichosz:
A Case Study in Text Mining of Discussion Forum Posts: Classification with Bag of Words and Global Vectors. Int. J. Appl. Math. Comput. Sci. 28(4): 787-801 (2018) - 2014
- [j4]Pawel Cichosz, Lukasz Pawelczak:
Imitation learning of car driving skills with decision trees and random forests. Int. J. Appl. Math. Comput. Sci. 24(3): 579-597 (2014)
2000 – 2009
- 2008
- [c4]Pawel Wawrzynski, Jaroslaw Arabas, Pawel Cichosz:
Predictive Control for Artificial Intelligence in Computer Games. ICAISC 2008: 1137-1148 - 2006
- [c3]Tomasz Walczak, Pawel Cichosz:
A Distributed Learning Control System for Elevator Groups. ICAISC 2006: 1223-1232
1990 – 1999
- 1999
- [j3]Pawel Cichosz:
An Analysis of Experience Replay in Temporal Difference Learning. Cybern. Syst. 30(5): 341-363 (1999) - [j2]Pawel Cichosz:
TD(lambda) learning without eligibility traces: a theoretical analysis. J. Exp. Theor. Artif. Intell. 11(2): 239-263 (1999) - 1997
- [c2]Pawel Cichosz:
Integrated Learning and Planning Based on Truncating Temporal Differences. ECML 1997: 57-72 - 1995
- [j1]Pawel Cichosz:
Truncating Temporal Differences: On the Efficient Implementation of TD(lambda) for Reinforcement Learning. J. Artif. Intell. Res. 2: 287-318 (1995) - [c1]Pawel Cichosz, Jan J. Mulawka:
Fast and Efficient Reinforcement Learning with Truncated Temporal Differences. ICML 1995: 99-107 - [i1]Pawel Cichosz:
Truncating Temporal Differences: On the Efficient Implementation of TD(lambda) for Reinforcement Learning. CoRR cs.AI/9501103 (1995)
Coauthor Index
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