Pawel Cichosz

According to our database, Pawel Cichosz authored at least 17 papers between 1995 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Machine learning based system for the automation of systematic literature reviews.

Radoslaw Pytlak, Barbara Bukhvalova, Pawel Cichosz, Bartlomiej Fajdek, Danica Grahek-Ogden, Bogdan Jastrzebski, Mehak Khan, Jacek Postupolski, Anis Yazidi, Robert Waszkowski

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Machine Learning Application to Transmission Quality Assessment in Optical Networks.

Stanislaw Kozdrowski, Pawel Cichosz, Slawomir Sujecki

Proceedings of the 30th International Conference on Software, 2022

2021

Machine Learning Algorithms for Prediction of the Quality of Transmission in Optical Networks.

Stanislaw Kozdrowski, Pawel Cichosz, Piotr Paziewski, Slawomir Sujecki

Entropy, 2021

Learning to Classify DWDM Optical Channels from Tiny and Imbalanced Data.

Pawel Cichosz, Stanislaw Kozdrowski, Slawomir Sujecki

Entropy, 2021

Application of ML Algorithms for Prediction of the QoT in Optical Networks with Imbalanced and Incomplete Data.

Pawel Cichosz, Stanislaw Kozdrowski, Slawomir Sujecki

Proceedings of the International Conference on Software, 2021

Compressor Schedule Optimization for a Refrigerated Warehouse Using Metaheuristic Algorithms.

Rafal Biedrzycki, Kamil Kwiatkowski, Pawel Cichosz

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020

Unsupervised modeling anomaly detection in discussion forums posts using global vectors for text representation.

Pawel Cichosz

Nat. Lang. Eng., 2020

Urban Crime Risk Prediction Using Point of Interest Data.

Pawel Cichosz

ISPRS Int. J. Geo Inf., 2020

2018

A Case Study in Text Mining of Discussion Forum Posts: Classification with Bag of Words and Global Vectors.

Pawel Cichosz

Int. J. Appl. Math. Comput. Sci., 2018

2014

Imitation learning of car driving skills with decision trees and random forests.

Pawel Cichosz, Lukasz Pawelczak

Int. J. Appl. Math. Comput. Sci., 2014

2008

Predictive Control for Artificial Intelligence in Computer Games.

Pawel Wawrzynski, Jaroslaw Arabas, Pawel Cichosz

Proceedings of the Artificial Intelligence and Soft Computing, 2008

2006

A Distributed Learning Control System for Elevator Groups.

Tomasz Walczak, Pawel Cichosz

Proceedings of the Artificial Intelligence and Soft Computing, 2006

1999

TD(lambda) learning without eligibility traces: a theoretical analysis.

Pawel Cichosz

J. Exp. Theor. Artif. Intell., 1999

An Analysis of Experience Replay in Temporal Difference Learning.

Pawel Cichosz

Cybern. Syst., 1999

1997

Integrated Learning and Planning Based on Truncating Temporal Differences.

Pawel Cichosz

Proceedings of the Machine Learning: ECML-97, 1997

1995

Truncating Temporal Differences: On the Efficient Implementation of TD(lambda) for Reinforcement Learning.

Pawel Cichosz

J. Artif. Intell. Res., 1995

Fast and Efficient Reinforcement Learning with Truncated Temporal Differences.

Pawel Cichosz, Jan J. Mulawka

Proceedings of the Machine Learning, 1995