Pawel Cichosz

About Pawel Cichosz

Pawel Cichosz, With an exceptional h-index of 16 and a recent h-index of 12 (since 2020), a distinguished researcher at Politechnika Warszawska, specializes in the field of data mining, machine learning, artificial intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Machine learning based system for the automation of systematic literature reviews

A Comprehensive Study of Machine Learning Application to Transmission Quality Assessment in Optical Networks

Bag of words and embedding text representation methods for medical article classification

Uczenie maszynowe

Machine Learning Application to Transmission Quality Assessment in Optical Networks

Learning to Classify DWDM Optical Channels from Tiny and Imbalanced Data

Application of ml algorithms for prediction of the qot in optical networks with imbalanced and incomplete data

Compressor schedule optimization for a refrigerated warehouse using metaheuristic algorithms

Pawel Cichosz Information

University

Position

___

Citations(all)

1456

Citations(since 2020)

546

Cited By

1089

hIndex(all)

16

hIndex(since 2020)

12

i10Index(all)

24

i10Index(since 2020)

15

Email

University Profile Page

Google Scholar

Pawel Cichosz Skills & Research Interests

data mining

machine learning

artificial intelligence

Top articles of Pawel Cichosz

Title

Journal

Author(s)

Publication Date

Machine learning based system for the automation of systematic literature reviews

Radoslaw Pytlak

Barbara Bukhvalova

Pawel Cichosz

Bartlomiej Fajdek

Danica Grahek-Ogden

...

2023/12/5

A Comprehensive Study of Machine Learning Application to Transmission Quality Assessment in Optical Networks

Applied Sciences

Stanisław Kozdrowski

Piotr Paziewski

Paweł Cichosz

Sławomir Sujecki

2023/4/7

Bag of words and embedding text representation methods for medical article classification

International Journal of Applied Mathematics and Computer Science

Paweł Cichosz

2023

Uczenie maszynowe

Paweł Cichosz

2022

Machine Learning Application to Transmission Quality Assessment in Optical Networks

Stanislaw Kozdrowski

Pawel Cichosz

Slawomir Sujecki

2022/9/22

Learning to Classify DWDM Optical Channels from Tiny and Imbalanced Data

Entropy

Paweł Cichosz

Stanisław Kozdrowski

Sławomir Sujecki

2021/11/13

Application of ml algorithms for prediction of the qot in optical networks with imbalanced and incomplete data

Paweł Cichosz

Stanisław Kozdrowski

Sławomir Sujecki

2021/9/23

Compressor schedule optimization for a refrigerated warehouse using metaheuristic algorithms

Rafał Biedrzycki

Kamil Kwiatkowski

Paweł Cichosz

2021/6/28

Real-time energy purchase optimization for a storage-integrated photovoltaic system by deep reinforcement learning

Control Engineering Practice

Waldemar Kolodziejczyk

Izabela Zoltowska

Pawel Cichosz

2021

The data-based methodology for crime forecasting

Zbigniew M Wawrzyniak

Radoslaw Pytlak

Paweł Cichosz

Stanisław Jankowski

Grzegorz Borowik

...

2020/10/15

Urban Crime Risk Prediction Using Point of Interest Data

ISPRS International Journal of Geo-Information

Pawel Cichosz

2020/7

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

Natural Language Engineering

Paweł Cichosz

2020

Machine learning algorithms for prediction of the quality of transmission in optical networks

Entropy

Stanisław Kozdrowski

Paweł Cichosz

Piotr Paziewski

Sławomir Sujecki

2021/1

See List of Professors in Pawel Cichosz University(Politechnika Warszawska)