Petros Karvelis

Petros Karvelis

University of Ioannina

H-index: 20

Europe-Greece

About Petros Karvelis

Petros Karvelis, With an exceptional h-index of 20 and a recent h-index of 16 (since 2020), a distinguished researcher at University of Ioannina, specializes in the field of Machine Learning.

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

A Clustering-Based Approach for Ranking Universities

Automated Wildlife Bird Detection from Drone Footage Using Computer Vision Techniques

An Intelligent Injury Rehabilitation Guidance System for Recreational Runners Using Data Mining Algorithms

Performance and early drop prediction for higher education students using machine learning

Tracking individuals’ health using mobile applications and Machine Learning

Cooperative Intelligent Transport Systems Solution: a Cooperative Safety Application

A comparative study on recognizing human activities by applying diverse Machine Learning approaches

Evaluating Text Augmentation for Boosting the Automatic Mapping of Vulnerability Information to Adversary Techniques

Petros Karvelis Information

University

Position

___

Citations(all)

1339

Citations(since 2020)

773

Cited By

858

hIndex(all)

20

hIndex(since 2020)

16

i10Index(all)

39

i10Index(since 2020)

26

Email

University Profile Page

University of Ioannina

Google Scholar

View Google Scholar Profile

Petros Karvelis Skills & Research Interests

Machine Learning

Top articles of Petros Karvelis

Title

Journal

Author(s)

Publication Date

A Clustering-Based Approach for Ranking Universities

George Matlis

Nikos Dimokas

Petros Karvelis

2023/7/10

Automated Wildlife Bird Detection from Drone Footage Using Computer Vision Techniques

Applied Sciences

Dimitrios Mpouziotas

Petros Karvelis

Ioannis Tsoulos

Chrysostomos Stylios

2023/6/30

An Intelligent Injury Rehabilitation Guidance System for Recreational Runners Using Data Mining Algorithms

Algorithms

Theodoros Tzelepis

George Matlis

Nikos Dimokas

Petros Karvelis

Paraskevi Malliou

...

2023/11/15

Performance and early drop prediction for higher education students using machine learning

Expert Systems with Applications

Vasileios Christou

Ioannis Tsoulos

Vasileios Loupas

Alexandros T Tzallas

Christos Gogos

...

2023/9/1

Tracking individuals’ health using mobile applications and Machine Learning

Giannis-Panagiotis Botilias

Lamprini Pappa

Petros Karvelis

Chrysostomos Stylios

2022/9/23

Cooperative Intelligent Transport Systems Solution: a Cooperative Safety Application

Nikos Dimokas

Pavlos Spanidis

Ioannis Tsetsinas

Ioannis Gkragkopoulos

Maria Gemou

...

2022/9/23

A comparative study on recognizing human activities by applying diverse Machine Learning approaches

Lamprini G Pappa

Petros Karvelis

Chrysostomos D Stylios

2022/7/11

Evaluating Text Augmentation for Boosting the Automatic Mapping of Vulnerability Information to Adversary Techniques

Emmanouil Gionanidis

Petros Karvelis

George Georgoulas

Konstantinos Stamos

Purvi Garg

2022/10/18

Proprioceptive disturbance in chronic neck pain: Discriminate validity and reliability of performance of the clinical cervical movement sense test

Frontiers in Pain Research

Ulrik Röijezon

Gwendolen Jull

Christian Blandford

Anna Daniels

Peter Michaelson

...

2022/7/6

Object Detection for Low Light Images

Dimitrios Mpouziotas

Eleftherios Mastrapas

Nikos Dimokas

Petros Karvelis

Evripidis Glavas

2022/9/23

Computer Vision-based Detection and Tracking in the Olive Sorting Pipeline

George Georgiou

Petros Karvelis

Christos Gogos

2022/3/18

Safe Driving Mobile Application using Gamification

Platon Dimitriadis

Nikos Dimokas

Petros Karvelis

2022/9/23

Slopewise Aggregate Approximation SAX: keeping the trend of a time series

Lamprini Pappa

Petros Karvelis

George Georgoulas

Chrysostomos Stylios

2021/12/5

Risk Flood Assessment for the Arachthos River using Analytic Hierarchy Process

Paraskevas Schismenos

Petros Karvelis

Chrysostomos Stylios

2021/6/22

Towards autonomous aerial scouting using multi-rotors in subterranean tunnel navigation

IEEE Access

Christoforos Kanellakis

Petros S Karvelis

Sina Sharif Mansouri

Ali-Akbar Agha-Mohammadi

George Nikolakopoulos

2021/4/29

Deep machine learning for structural health monitoring on ship hulls using acoustic emission method

Ships and Offshore structures

Petros Karvelis

George Georgoulas

Vassilios Kappatos

Chrysostomos Stylios

2021/4/21

An exploratory approach to fetal heart rate–pH-based systems

Signal, Image and Video Processing

George Georgoulas

Petros Karvelis

Vaclav Chudacek

Jiri Spilka

Miroslav Burša

...

2021/2

Where to look: a collection of methods formav heading correction in underground tunnels

IET Image Processing

Christoforos Kanellakis

Sina Sharif Mansouri

Miguel Castaño

Petros Karvelis

Dariusz Kominiak

...

2020/8

Multichannel symbolic aggregate approximation intelligent icons: Application for activity recognition

Lamprini Pappa

Petros Karvelis

George Georgoulas

Chrysostomos Stylios

2020/12/1

PortWeather: A lightweight onboard solution for real-time weather prediction

Sensors

Petros Karvelis

Daniele Mazzei

Matteo Biviano

Chrysostomos Stylios

2020/6/3

See List of Professors in Petros Karvelis University(University of Ioannina)

Co-Authors

H-index: 55
Lampros Michalis

Lampros Michalis

University of Ioannina

H-index: 48
JOSE ANTONINO-DAVIU

JOSE ANTONINO-DAVIU

Universidad Politécnica de València

H-index: 43
Chrysostomos Stylios

Chrysostomos Stylios

University of Ioannina

H-index: 43
Katerina K. Naka

Katerina K. Naka

University of Ioannina

H-index: 41
George Nikolakopoulos

George Nikolakopoulos

Luleå tekniska Universitet

H-index: 39
Sotirios Giannopoulos

Sotirios Giannopoulos

National and Kapodistrian University of Athens

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