Kostas Karatzas

Kostas Karatzas

Aristotle University of Thessaloniki

H-index: 29

Europe-Greece

About Kostas Karatzas

Kostas Karatzas, With an exceptional h-index of 29 and a recent h-index of 22 (since 2020), a distinguished researcher at Aristotle University of Thessaloniki, specializes in the field of Environmental Informatics, Air Quality, Data modelling, Computational Intelligence, Mechanical Engineering.

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

Business Intelligence Fog IoT node development model for Big Data processing of air quality in scientific partnerships

Reviewing explainable Artificial Intelligence towards better air quality modelling

Commonalities and differences in ML-pipelines for Air Quality Systems

Optimal stacking identification for the machine learning assisted improvement of air quality dispersion modeling in operation

Air Quality Networks - Data Analysis, Calibration & Data Fusion

Development of a Monitoring and Forecasting Air Quality Modelling System

Data fusion for the improvement of Low-Cost Air Quality Sensors

Developing citizen science ecosystem: critical factors for quadruple helix stakeholders engagement

Kostas Karatzas Information

University

Position

Professor School of Mechanical Engineering

Citations(all)

4179

Citations(since 2020)

1846

Cited By

2946

hIndex(all)

29

hIndex(since 2020)

22

i10Index(all)

79

i10Index(since 2020)

42

Email

University Profile Page

Aristotle University of Thessaloniki

Google Scholar

View Google Scholar Profile

Kostas Karatzas Skills & Research Interests

Environmental Informatics

Air Quality

Data modelling

Computational Intelligence

Mechanical Engineering

Top articles of Kostas Karatzas

Title

Journal

Author(s)

Publication Date

Business Intelligence Fog IoT node development model for Big Data processing of air quality in scientific partnerships

Grit Behrens

Kostas Karatzas

Cezary Orlowski

2024/1/3

Reviewing explainable Artificial Intelligence towards better air quality modelling

T. Tasioulis

K. Karatzas

2024/1

Commonalities and differences in ML-pipelines for Air Quality Systems

C. Orlowski

G. Behrens

K. Karatzas

2024/1

Optimal stacking identification for the machine learning assisted improvement of air quality dispersion modeling in operation

E. Bagkis

T. Kassandros

L. Johansson

A. Karppinen

K. Karatzas

2024/1

Air Quality Networks - Data Analysis, Calibration & Data Fusion

S. De Vito

K. Karatzas

A. Bartonova

G. Fattoruso

eds

2023/1/1

Development of a Monitoring and Forecasting Air Quality Modelling System

11th International Conference of the Balkan Physical Union

S Papadogiannaki

D Melas

N Liora

S Kontos

D Parliari

...

2023/10

Data fusion for the improvement of Low-Cost Air Quality Sensors

T. Kassandros

E. Bagkis

K. Karatzas

2023/1

Developing citizen science ecosystem: critical factors for quadruple helix stakeholders engagement

Journal of Enterprising Communities: People and Places in the Global Economy

A. Skarzauskiene

M. Maciuliene

S. Wildevuur

M. van den Berg

T. Bakratsas

...

2023/7/17

Machine learning-assisted dispersion modelling based on genetic algorithm-driven ensembles: An application for road dust in Helsinki

Atmospheric Environment

Theodosios Kassandros

Evangelos Bagkis

Lasse Johansson

Yiannis Kontos

Konstantinos L Katsifarakis

...

2023/5/14

Analysis and Modelling of an Optical Particulate Matter Sensor Data Towards Its Performance Improvement

D. Nikolis

K. Karatzas

J. Kuula

H. Timonen

2023/1/1

Analysis and Improvement of Two Low-Cost Air Quality Sensor Measurements’ Uncertainty

Marios Panourgias

Kostas Karatzas

2023

Remote sensing data analysis via machine learning for land use estimation in the Greater Thessaloniki Area, Greece

Paraskevas Katsalis

Evangelos Bagkis

Kostas Karatzas

2022

Machine Learning for Groundwater Pollution Source Identification and Monitoring Network Optimization

Neural Computing and Applications

Y.N. Kontos

T. Kassandros

K. Perifanos

M. Karampasis

K.L. Katsifarakis

...

2022/6/26

Five ways to define a pollen season: exploring congruence and disparity in its attributes and their long-term trends

Aerobiologia, https://doi.org/10.1007/s10453-021-09735-2

Th. Tasioulis

K. Karatzas

A. Charalampopoulos

A. Damialis

D. Vokou

2022/1

Distribution Guided Neural Disaggregation of PM10 and O3 Hourly Concentrations from Daily Statistics and Low-Cost Sensors

E. Bagkis

Th. Kassandros

K. Karatzas

2022/6

Air pollution due to central heating of a city-centered university campus

A. Gavros

K. Karatzas

2022/1

Air quality monitoring in athletics stadiums: can low-cost sensor technologies support guidance for international competitions?

Mar Viana

K Karatzas

T Arvanitis

Cristina Reche

M Escribano

...

2022/5/11

Assessing the environmental impacts of renewable energy sources with emphasis on wind energy

IOP Conference Series: Earth and Environmental Science

S Gkalonaki

Konstantinos Karatzas

2022/12/1

Air Quality Sensors Systems as Tools to Support Guidance in Athletics Stadia for Elite and Recreational Athletes

Int. J. Environ. Res. Public Health

M. Viana

K. Karatzas

A. Arvanitis

C. Reche

M. Escribano

...

2022/4

Particulate Air Pollution in the Copenhagen Metro Part 2: Low-Cost Sensors and Micro-Environment Classification

Environment International

Hugo S Russell

Niklas Kappelt

Dafni Fessa

Louise B Frederickson

Evangelos Bagkis

...

2022/11/17

See List of Professors in Kostas Karatzas University(Aristotle University of Thessaloniki)

Co-Authors

H-index: 56
Nicolas Moussiopoulos

Nicolas Moussiopoulos

Aristotle University of Thessaloniki

H-index: 47
Matt Smith

Matt Smith

University of Worcester

H-index: 47
Agis Papadopoulos

Agis Papadopoulos

Aristotle University of Thessaloniki

H-index: 35
Ioannis N. Athanasiadis

Ioannis N. Athanasiadis

Wageningen Universiteit

H-index: 32
Pericles A. Mitkas

Pericles A. Mitkas

Aristotle University of Thessaloniki

H-index: 29
László Makra

László Makra

Szegedi Tudományegyetem

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