Sotiris Bersimis

Sotiris Bersimis

University of Piraeus

H-index: 21

Europe-Greece

About Sotiris Bersimis

Sotiris Bersimis, With an exceptional h-index of 21 and a recent h-index of 14 (since 2020), a distinguished researcher at University of Piraeus, specializes in the field of Statistical Process Monitoring, Runs & Scans, Insurance & Health Analytics, Statistical Machine.

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

Developing predictive precision medicine models by exploiting real-world data using machine learning methods

Ship Engine Model Selection by Applying Machine Learning Classification Techniques Using Imputation and Dimensionality Reduction

Detect outliers, breakpoints and level shifts in short financial time series

A text analytic framework for gaining insights on the integration of digital twins and machine learning for optimizing indoor building environmental performance

A method for optimizing text preprocessing and text classification using multiple cycles of learning with an application on shipbrokers emails

Public health monitoring using control charts based on convex hull

Hot spot identification method based on Andrews curves: an application on the COVID-19 crisis effects on caregiver distress in neurocognitive disorder

Assessing Ships’ Environmental Performance Using Machine Learning

Sotiris Bersimis Information

University

Position

Department of Statistics & Insurance Science Associate Professor

Citations(all)

2186

Citations(since 2020)

899

Cited By

1671

hIndex(all)

21

hIndex(since 2020)

14

i10Index(all)

33

i10Index(since 2020)

23

Email

University Profile Page

University of Piraeus

Google Scholar

View Google Scholar Profile

Sotiris Bersimis Skills & Research Interests

Statistical Process Monitoring

Runs & Scans

Insurance & Health Analytics

Statistical Machine

Top articles of Sotiris Bersimis

Title

Journal

Author(s)

Publication Date

Developing predictive precision medicine models by exploiting real-world data using machine learning methods

Journal of Applied Statistics

Panagiotis C Theocharopoulos

Sotiris Bersimis

Spiros V Georgakopoulos

Antonis Karaminas

Sotiris K Tasoulis

...

2024/2/13

Ship Engine Model Selection by Applying Machine Learning Classification Techniques Using Imputation and Dimensionality Reduction

Journal of Marine Science and Engineering

Kyriakos Skarlatos

Grigorios Papageorgiou

Panagiotis Biris

Ekaterini Skamnia

Polychronis Economou

...

2024/1/3

Detect outliers, breakpoints and level shifts in short financial time series

Communications in Statistics: Case Studies, Data Analysis and Applications

E Skamnia

P Economou

S Bersimis

2024/1/2

A text analytic framework for gaining insights on the integration of digital twins and machine learning for optimizing indoor building environmental performance

Stylianos Karatzas

Grigorios Papageorgiou

Vasiliki Lazari

Sotirios Bersimis

Andreas Fousteris

...

2024/3/1

A method for optimizing text preprocessing and text classification using multiple cycles of learning with an application on shipbrokers emails

Journal of Applied Statistics

Grigorios Papageorgiou

Polychronis Economou

Sotirios Bersimis

2024/1/31

Public health monitoring using control charts based on convex hull

Research in Statistics

Sotirios Bersimis

Athanasios Sachlas

Economou Polychronis

2023/8/22

Hot spot identification method based on Andrews curves: an application on the COVID-19 crisis effects on caregiver distress in neurocognitive disorder

Journal of Applied Statistics

E Skamnia

P Economou

S Bersimis

M Frouda

A Politis

...

2023/9/10

Assessing Ships’ Environmental Performance Using Machine Learning

Energies

Kyriakos Skarlatos

Andreas Fousteris

Dimitrios Georgakellos

Polychronis Economou

Sotirios Bersimis

2023/3/8

Urban Health in Urban Planning—Exploring the Status: A Survey in Greek Local Authorities

Sustainability

Alexandra Alexandropoulou

Andreas Fousteris

Eleni Didaskalou

Sotiris Bersimis

Dimitrios Georgakellos

2023/8/28

Projecting annual rainfall timeseries using machine learning techniques

Energies

Kyriakos Skarlatos

Eleni S Bekri

Dimitrios Georgakellos

Polychronis Economou

Sotirios Bersimis

2023/2/2

Surveilling public health through statistical process monitoring: a literature review and a unified framework

S Bersimis

A Sachlas

2022/8/19

Pattern detection in phase I monitoring using runs-based tests

Communications in Statistics-Simulation and Computation

Sotiris Bersimis

Subhabrata Chakraborti

Athanasios C Rakitzis

2022/5/30

A robust meta‐method for interpreting the out‐of‐control signal of multivariate control charts using artificial neural networks

Quality and Reliability Engineering International

Sotiris Bersimis

Aggeliki Sgora

Stelios Psarakis

2022/2

The Effect of COVID-19 on minor dry bulk shipping: A Bayesian time series and a neural networks approach

Communications in Statistics: Case Studies, Data Analysis and Applications

VA Molaris

K Triantafyllopoulos

G Papadakis

P Economou

S Bersimis

2021/10/2

A Statistical Framework for Assessing Environmental Performance of Quality Wine Production

Sustainability

Despoina Dede

Eleni Didaskalou

Sotirios Bersimis

Dimitrios Georgakellos

2020/12/8

Dynamic non-parametric monitoring of air-pollution

Methodology and Computing in Applied Probability

Sotiris Bersimis

Kostas Triantafyllopoulos

2020/12

Performance comparisons of bivariate dispersion control charts

Communications in Statistics: Case Studies, Data Analysis and Applications

Georgios Bartzis

Sotirios Bersimis

2020/1/2

Health Monitoring Techniques Using Scan Statistics

Sotiris Bersimis

Athanasios Sachlas

Markos V Koutras

2020

See List of Professors in Sotiris Bersimis University(University of Piraeus)

Co-Authors

H-index: 94
N Balakrishnan

N Balakrishnan

McMaster University

H-index: 59
Spyros Zakynthinos

Spyros Zakynthinos

National and Kapodistrian University of Athens

H-index: 34
Markos Koutras

Markos Koutras

University of Piraeus

H-index: 29
Stylianos Chatzipanagiotou

Stylianos Chatzipanagiotou

National and Kapodistrian University of Athens

H-index: 25
Stelios Psarakis

Stelios Psarakis

Athens University of Economics and Business

H-index: 20
Petros E. Maravelakis

Petros E. Maravelakis

University of Piraeus

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