Νικόλαος Γιαννακέας - Publications, H-index & Citations

Back

Νικόλαος Γιαννακέας

informatics and telecommunications

26H-index

167Paper Count

2.5KCitation Count

Published Papers 39

Publication Date

The AHEPA EEG benchmark: setting the standard for machine learning in dementia diagnosis, a scoping review

Cognitive Neurodynamics

IF3.9

2026-05-18

OAAI

Andreas Miltiadous; Aimilia Ntetska; Vasileios Aspiotis; Efthalia Moustakli; Markos G. Tsipouras; Alexandros T. Tzallas; Nikolaos Giannakeas; Euripidis Glavas; Pantelis Angelidis; Katerina D. Tzimourta

Save

Constructing Artificial Features with Grammatical Evolution for the Motor Symptoms of Parkinson’s Disease

Bioengineering 2025, Vol. 12, Page 1318

IF3.7

2025-12-02

OAAI

Aimilios Psathas; Ioannis G. Tsoulos; Nikolaos Giannakeas; Alexandros Tzallas; Vasileios Charilogis

Save

Measurement of collagen concentration throughout the intestinal layers using Deep Learning: implications in Inflammatory Bowel Disease (IBD)

JOURNAL OF CROHNS & COLITIS

IF8.7

2025-01-22

PREAI

Tsounis, E.; Forlano, R.; Voulgaris, T.; Bosgana, P.; Tsakai, O.; Giannakeas, N.; Kalafateli, M.; Aggeletopoulou, I; Pastras, P.; Diamantopoulou, G.; Tsolias, C.; Melachrinou, M.; Thomopoulos, K.; Theocharis, G.; Tzallas, A.; Goldin, R.; Manousou, P.; Triantos, C.

Save

Empowering Individuals With Disabilities: A 4-DoF BCI Wheelchair Using MI and EOG Signals

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Glavas, Kosmas; Tzimourta, Katerina D.; Tzallas, Alexandros T.; Giannakeas, Nikolaos; Tsipouras, Markos G.

Save

Cognitive Assessment Based on Electroencephalography Analysis in Virtual and Augmented Reality Environments, Using Head Mounted Displays: A Systematic Review

BIG DATA AND COGNITIVE COMPUTING

IF4.4

2023-10-13

OAAI

Gramouseni, Foteini; Tzimourta, Katerina D.; Angelidis, Pantelis; Giannakeas, Nikolaos; Tsipouras, Markos G.

Save

Modelling the COVID-19 pandemic: Focusing on the case of Greece

EPIDEMICS

IF2.4

2023-09-01

OAAI

Violaris, Ioannis G.; Lampros, Theodoros; Kalafatakis, Konstantinos; Ntritsos, Georgios; Kostikas, Konstantinos; Giannakeas, Nikolaos; Tsipouras, Markos; Glavas, Evripidis; Tsalikakis, Dimitrios; Tzallas, Alexandros

Save

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

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-09-01

PREAI

Christou, Vasileios; Tsoulos, Ioannis; Loupas, Vasileios; Tzallas, Alexandros T.; Gogos, Christos; Karvelis, Petros S.; Antoniadis, Nikolaos; Glavas, Evripidis; Giannakeas, Nikolaos

Save

Scalable Consensus Over Finite Capacities in Multiagent IoT Ecosystems

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2023-04-15

PREAI

Anagnostakis, Aristidis G.; Naxakis, Charilaos; Giannakeas, Nikolaos; Tsipouras, Markos G.; Tzallas, Alexandros T.; Glavas, Euripidis

Save

An Improved Medical Image Compression Method Based on Wavelet Difference Reduction

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Zerva, Matina C. H.; Christou, Vasileios; Giannakeas, Nikolaos; Tzallas, Alexandros T.; Kondi, Lisimachos P.

Save

Machine Learning Algorithms for Epilepsy Detection Based on Published EEG Databases: A Systematic Review

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Miltiadous, Andreas; Tzimourta, Katerina D.; Giannakeas, Nikolaos; Tsipouras, Markos G.; Glavas, Euripidis; Kalafatakis, Konstantinos; Tzallas, Alexandros T.

Save

DICE-Net: A Novel Convolution-Transformer Architecture for Alzheimer Detection in EEG Signals

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Miltiadous, Andreas; Gionanidis, Emmanouil; Tzimourta, Katerina D.; Giannakeas, Nikolaos; Tzallas, Alexandros T.

Save

Evaluating the Window Size's Role in Automatic EEG Epilepsy Detection

SENSORS

IF3.5

2022-11-27

OAAI

Christou, Vasileios; Miltiadous, Andreas; Tsoulos, Ioannis; Karvounis, Evaggelos; Tzimourta, Katerina D.; Tsipouras, Markos G.; Anastasopoulos, Nikolaos; Tzallas, Alexandros T.; Giannakeas, Nikolaos

Save

Prosthetic reconstruction following resection of lower extremity bone neoplasms: A systematic review and meta-analysis

JOURNAL OF BONE ONCOLOGY

IF3.5

2022-10-01

OAAI

Filis, Panagiotis; Varvarousis, Dimitrios; Ntritsos, Georgios; Dimopoulos, Dimitrios; Filis, Nikolaos; Giannakeas, Nikolaos; Korompilias, Anastasios; Ploumis, Avraam

Save

Heterogeneous hybrid extreme learning machine for temperature sensor accuracy improvement

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2022-10-01

PREAI

Christou, Vasileios; Koritsoglou, Kyriakos; Ntritsos, Georgios; Tsoumanis, Georgios; Tsipouras, Markos G.; Giannakeas, Nikolaos; Glavas, Evripidis; Tzallas, Alexandros T.

Save

Assessing Electroencephalography as a Stress Indicator: A VR High-Altitude Scenario Monitored through EEG and ECG

SENSORS

IF3.5

2022-08-03

OAAI

Aspiotis, Vasileios; Miltiadous, Andreas; Kalafatakis, Konstantinos; Tzimourta, Katerina D.; Giannakeas, Nikolaos; Tsipouras, Markos G.; Peschos, Dimitrios; Glavas, Euripidis; Tzallas, Alexandros T.

Save

Classification of EEG signals from young adults with dyslexia combining a Brain Computer Interface device and an Interactive Linguistic Software Tool

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2022-07-01

PREAI

Christodoulides, Pavlos; Miltiadous, Andreas; Tzimourta, Katerina D.; Peschos, Dimitrios; Ntritsos, Georgios; Zakopoulou, Victoria; Giannakeas, Nikolaos; Astrakas, Loukas G.; Tsipouras, Markos G.; Tsamis, Konstantinos I.; Glavas, Euripidis; Tzallas, Alexandros T.

Save

A Traffic-Load-Based Algorithm for Wireless Sensor Networks' Lifetime Extension

INFORMATION

IF2.9

2022-04-15

OAAI

Tsoumanis, Georgios; Giannakeas, Nikolaos; Tzallas, Alexandros T.; Glavas, Evripidis; Koritsoglou, Kyriakos; Karvounis, Evaggelos; Bezas, Konstantinos; Angelis, Constantinos T.

Save

Deep Learning on Histopathological Images for Colorectal Cancer Diagnosis: A Systematic Review

DIAGNOSTICS

IF3.3

2022-03-29

OAAI

Davri, Athena; Birbas, Effrosyni; Kanavos, Theofilos; Ntritsos, Georgios; Giannakeas, Nikolaos; Tzallas, Alexandros T.; Batistatou, Anna

Save

The Role of Digital Tools in the Timely Diagnosis and Prevention of Acute Exacerbations of COPD: A Comprehensive Review of the Literature

DIAGNOSTICS

IF3.3

2022-01-21

OAAI

Konstantinidis, Athanasios; Kyriakopoulos, Christos; Ntritsos, Georgios; Giannakeas, Nikolaos; Gourgoulianis, Konstantinos I.; Kostikas, Konstantinos; Gogali, Athena

Save

Alzheimer's Disease and Frontotemporal Dementia: A Robust Classification Method of EEG Signals and a Comparison of Validation Methods

DIAGNOSTICS

IF3.3

2021-08-09

OAAI

Miltiadous, Andreas; Tzimourta, Katerina D.; Giannakeas, Nikolaos; Tsipouras, Markos G.; Afrantou, Theodora; Ioannidis, Panagiotis; Tzallas, Alexandros T.

Save

Research Directions