Pawel Cichosz

Publication Activity (10 Years)

Years Active: 1995-2023
Publications (10 Years): 10

Top Topics

Text Representation

Discussion Forums

Top Venues

Int. J. Appl. Math. Comput. Sci.

Nat. Lang. Eng.

Publications

Pawel Cichosz
Bag of words and embedding text representation methods for medical article classification. Int. J. Appl. Math. Comput. Sci. 33 (4) (2023)
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)
Stanislaw Kozdrowski, Pawel Cichosz, Slawomir Sujecki
Machine Learning Application to Transmission Quality Assessment in Optical Networks. SoftCOM (2022)
Rafal Biedrzycki, Kamil Kwiatkowski, Pawel Cichosz
Compressor Schedule Optimization for a Refrigerated Warehouse Using Metaheuristic Algorithms. CEC (2021)
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)
Pawel Cichosz, Stanislaw Kozdrowski, Slawomir Sujecki
Learning to Classify DWDM Optical Channels from Tiny and Imbalanced Data. Entropy 23 (11) (2021)
Stanislaw Kozdrowski, Pawel Cichosz, Piotr Paziewski, Slawomir Sujecki
Machine Learning Algorithms for Prediction of the Quality of Transmission in Optical Networks. Entropy 23 (1) (2021)
Pawel Cichosz
Urban Crime Risk Prediction Using Point of Interest Data. ISPRS Int. J. Geo Inf. 9 (7) (2020)
Pawel Cichosz
Unsupervised modeling anomaly detection in discussion forums posts using global vectors for text representation. Nat. Lang. Eng. 26 (5) (2020)
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) (2018)
Pawel Cichosz, Lukasz Pawelczak
Imitation learning of car driving skills with decision trees and random forests. Int. J. Appl. Math. Comput. Sci. 24 (3) (2014)
Pawel Wawrzynski, Jaroslaw Arabas, Pawel Cichosz
Predictive Control for Artificial Intelligence in Computer Games. ICAISC (2008)
Tomasz Walczak, Pawel Cichosz
A Distributed Learning Control System for Elevator Groups. ICAISC (2006)
Pawel Cichosz
TD(lambda) learning without eligibility traces: a theoretical analysis. J. Exp. Theor. Artif. Intell. 11 (2) (1999)
Pawel Cichosz
An Analysis of Experience Replay in Temporal Difference Learning. Cybern. Syst. 30 (5) (1999)
Pawel Cichosz
Integrated Learning and Planning Based on Truncating Temporal Differences. ECML (1997)
Pawel Cichosz
Truncating Temporal Differences: On the Efficient Implementation of TD(lambda) for Reinforcement Learning. J. Artif. Intell. Res. 2 (1995)
Pawel Cichosz
Truncating Temporal Differences: On the Efficient Implementation of TD(lambda) for Reinforcement Learning CoRR (1995)
Pawel Cichosz, Jan J. Mulawka
Fast and Efficient Reinforcement Learning with Truncated Temporal Differences. ICML (1995)