Pawel Cichosz - RankMe

22 papers A* 1B 1Misc 4Journal 13Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Large Language Models for Biomedical Article Classification. CoRR Jakub Proboszcz, Pawel Cichosz
2025	—	`conf`	A Novel Routing Algorithm for Optical Networks Based on ML Methods. ICCS (Workshops 1) Pawel Krysztofik, Pawel Cichosz, Slawomir Sujecki, Stanislaw Kozdrowski
2025	J	`jnl`	Active learning of optical path classification. Eng. Appl. Artif. Intell. Pawel Cichosz
2023	J	`jnl`	Bag of words and embedding text representation methods for medical article classification. Int. J. Appl. Math. Comput. Sci. Pawel Cichosz
2023	—	`conf`	Machine learning based system for the automation of systematic literature reviews. BIBM Radoslaw Pytlak, Barbara Bukhvalova, Pawel Cichosz, Bartlomiej Fajdek, Danica Grahek-Ogden, Bogdan Jastrzebski, Mehak Khan, Jacek Postupolski, Anis Yazidi, Robert Waszkowski
2022	Misc	`conf`	Machine Learning Application to Transmission Quality Assessment in Optical Networks. SoftCOM Stanislaw Kozdrowski, Pawel Cichosz, Slawomir Sujecki
2021	Misc	`conf`	Application of ML Algorithms for Prediction of the QoT in Optical Networks with Imbalanced and Incomplete Data. SoftCOM Pawel Cichosz, Stanislaw Kozdrowski, Slawomir Sujecki
2021	B	`conf`	Compressor Schedule Optimization for a Refrigerated Warehouse Using Metaheuristic Algorithms. CEC Rafal Biedrzycki, Kamil Kwiatkowski, Pawel Cichosz
2021	J	`jnl`	Learning to Classify DWDM Optical Channels from Tiny and Imbalanced Data. Entropy Pawel Cichosz, Stanislaw Kozdrowski, Slawomir Sujecki
2021	J	`jnl`	Machine Learning Algorithms for Prediction of the Quality of Transmission in Optical Networks. Entropy Stanislaw Kozdrowski, Pawel Cichosz, Piotr Paziewski, Slawomir Sujecki
2020	J	`jnl`	Unsupervised modeling anomaly detection in discussion forums posts using global vectors for text representation. Nat. Lang. Eng. Pawel Cichosz
2020	J	`jnl`	Urban Crime Risk Prediction Using Point of Interest Data. ISPRS Int. J. Geo Inf. Pawel Cichosz
2018	J	`jnl`	A Case Study in Text Mining of Discussion Forum Posts: Classification with Bag of Words and Global Vectors. Int. J. Appl. Math. Comput. Sci. Pawel Cichosz
2014	J	`jnl`	Imitation learning of car driving skills with decision trees and random forests. Int. J. Appl. Math. Comput. Sci. Pawel Cichosz, Lukasz Pawelczak
2008	Misc	`conf`	Predictive Control for Artificial Intelligence in Computer Games. ICAISC Pawel Wawrzynski, Jaroslaw Arabas, Pawel Cichosz
2006	Misc	`conf`	A Distributed Learning Control System for Elevator Groups. ICAISC Tomasz Walczak, Pawel Cichosz
1999	J	`jnl`	An Analysis of Experience Replay in Temporal Difference Learning. Cybern. Syst. Pawel Cichosz
1999	J	`jnl`	TD(lambda) learning without eligibility traces: a theoretical analysis. J. Exp. Theor. Artif. Intell. Pawel Cichosz
1997	—	`conf`	Integrated Learning and Planning Based on Truncating Temporal Differences. ECML Pawel Cichosz
1995	A*	`conf`	Fast and Efficient Reinforcement Learning with Truncated Temporal Differences. ICML Pawel Cichosz, Jan J. Mulawka
1995	J	`jnl`	Truncating Temporal Differences: On the Efficient Implementation of TD(lambda) for Reinforcement Learning CoRR Pawel Cichosz
1995	J	`jnl`	Truncating Temporal Differences: On the Efficient Implementation of TD(lambda) for Reinforcement Learning. J. Artif. Intell. Res. Pawel Cichosz