Krzysztof Krawiec

Krzysztof Krawiec

Politechnika Poznanska

H-index: 33

Europe-Poland

About Krzysztof Krawiec

Krzysztof Krawiec, With an exceptional h-index of 33 and a recent h-index of 18 (since 2020), a distinguished researcher at Politechnika Poznanska, specializes in the field of machine learning, program synthesis, computer vision.

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

Learning Abstract Visual Reasoning via Task Decomposition: A Case Study in Raven Progressive Matrices

Synthesizing Effective Diagnostic Models from Small Samples using Structural Machine Learning: a Case Study in Automating COVID-19 Diagnosis

Host-directed vibroacoustic biosignature of viral respiratory infection

Assessment of Combustion Cavern Geometry in Underground Coal Gasification Process with the Use of Borehole Ground-Penetrating Radar

Assessment of Combustion Cavern Geometry in UCG Process with Use Borehole Ground-Penetrating Radar

Counterexample-driven genetic programming for symbolic regression with formal constraints

Compositional genetic programming for symbolic regression

Machine learning modeling of climate variability impact on river runoff

Krzysztof Krawiec Information

University

Position

Professor of Computer Science

Citations(all)

5476

Citations(since 2020)

2375

Cited By

4178

hIndex(all)

33

hIndex(since 2020)

18

i10Index(all)

94

i10Index(since 2020)

42

Email

University Profile Page

Politechnika Poznanska

Google Scholar

View Google Scholar Profile

Krzysztof Krawiec Skills & Research Interests

machine learning

program synthesis

computer vision

Top articles of Krzysztof Krawiec

Title

Journal

Author(s)

Publication Date

Learning Abstract Visual Reasoning via Task Decomposition: A Case Study in Raven Progressive Matrices

arXiv preprint arXiv:2308.06528

Jakub Kwiatkowski

Krzysztof Krawiec

2023/8/12

Synthesizing Effective Diagnostic Models from Small Samples using Structural Machine Learning: a Case Study in Automating COVID-19 Diagnosis

Piotr Kaszuba

Andrew Turner

Bartosz Mikulski

Nl Shasha Jumbe

Andreas Schuh

...

2023/7/15

Host-directed vibroacoustic biosignature of viral respiratory infection

Andreas Schuh

Michael Morimoto

Piotr Kaszuba

Kevin Hammond

Jerry Swan

...

2023/10/15

Assessment of Combustion Cavern Geometry in Underground Coal Gasification Process with the Use of Borehole Ground-Penetrating Radar

Energies

Zenon Pilecki

Robert Hildebrandt

Krzysztof Krawiec

Elżbieta Pilecka

Zbigniew Lubosik

...

2023/9/21

Assessment of Combustion Cavern Geometry in UCG Process with Use Borehole Ground-Penetrating Radar

Zenon Pilecki

Robert Hildebrandt

Krzysztof Krawiec

Elżbieta Pilecka

Zbigniew Lubosik

...

2023/8/21

Counterexample-driven genetic programming for symbolic regression with formal constraints

IEEE Transactions on Evolutionary Computation

Iwo Błądek

Krzysztof Krawiec

2022/9/8

Compositional genetic programming for symbolic regression

Krzysztof Krawiec

Dominik Kossiński

2022/7/9

Machine learning modeling of climate variability impact on river runoff

Water

Mateusz Norel

Krzysztof Krawiec

Zbigniew W Kundzewicz

2021/4/24

Climate variability indices—a guided tour

Mateusz Norel

Michał Kałczyński

Iwona Pińskwar

Krzysztof Krawiec

Zbigniew W Kundzewicz

2021/3/10

Dynamic elastic properties of the hard coal seam at a depth of around 1260 m

Gospodarka Surowcami Mineralnymi-Mineral Resources Management

KRzySztOf KRAwIEC

2021

The impact of high-energy mining-induced tremor in a fault zone on damage to buildings

Energies

Elżbieta Pilecka

Krystyna Stec

Jacek Chodacki

Zenon Pilecki

Renata Szermer-Zaucha

...

2021/7/7

Learning recurrent transfer functions from data: From climate variability to high river discharge

EGU General Assembly Conference Abstracts

Mateusz Norel

Krzysztof Krawiec

Zbigniew Kundzewicz

2020/5

Application of passive and active seismic methods to subsurface investigation of Just-Tegoborze landslide (Outer Carpathians, Poland)

EGU General Assembly Conference Abstracts

Paulina Harba

Krzysztof Krawiec

2020/5

From climate variability to heavy precipitation: Learning transfer functions from data

Earth system changes and Baltic Sea coasts

Michał Kałczyński

Krzysztof Krawiec

Zbigniew Kundzewicz

2020/3/9

Neuromemetic Evolutionary Optimization

Paweł Liskowski

Krzysztof Krawiec

Nihat Engin Toklu

2020

Transcriptomic and Morphological Analysis of Cells Derived from Porcine Buccal Mucosa—Studies on an In Vitro Model

Animals

Artur Bryja

Grzegorz Latosiński

Maurycy Jankowski

Ana Angelova Volponi

Paul Mozdziak

...

2020/12/24

Program synthesis as latent continuous optimization: Evolutionary search in neural embeddings

Paweł Liskowski

Krzysztof Krawiec

Nihat Engin Toklu

Jerry Swan

2020/6/25

See List of Professors in Krzysztof Krawiec University(Politechnika Poznanska)

Co-Authors

H-index: 94
Roman Slowinski

Roman Slowinski

Politechnika Poznanska

H-index: 68
Bir Bhanu

Bir Bhanu

University of California, Riverside

H-index: 55
Sean Luke

Sean Luke

George Mason University

H-index: 55
Maciej Wojtkowski

Maciej Wojtkowski

Uniwersytet Mikolaja Kopernika w Toruniu

H-index: 50
Jerzy Stefanowski

Jerzy Stefanowski

Politechnika Poznanska

H-index: 46
Una-May O'Reilly

Una-May O'Reilly

Massachusetts Institute of Technology

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