Giorgos Giannakakis

2.6k total citations · 2 hit papers
59 papers, 1.6k citations indexed

About

Giorgos Giannakakis is a scholar working on Cognitive Neuroscience, Cardiology and Cardiovascular Medicine and Experimental and Cognitive Psychology. According to data from OpenAlex, Giorgos Giannakakis has authored 59 papers receiving a total of 1.6k indexed citations (citations by other indexed papers that have themselves been cited), including 24 papers in Cognitive Neuroscience, 17 papers in Cardiology and Cardiovascular Medicine and 17 papers in Experimental and Cognitive Psychology. Recurrent topics in Giorgos Giannakakis's work include EEG and Brain-Computer Interfaces (21 papers), Emotion and Mood Recognition (16 papers) and Blind Source Separation Techniques (9 papers). Giorgos Giannakakis is often cited by papers focused on EEG and Brain-Computer Interfaces (21 papers), Emotion and Mood Recognition (16 papers) and Blind Source Separation Techniques (9 papers). Giorgos Giannakakis collaborates with scholars based in Greece, United Kingdom and Germany. Giorgos Giannakakis's co-authors include Manolis Tsiknakis, Kostas Marias, Dimitris Grigoriadis, Olympia Simantiraki, Dimitris Manousos, Matthew Pediaditis, Franco Chiarugi, Eleni Kazantzaki, Panagiotis G. Simos and Ioannis Karatzanis and has published in prestigious journals such as SHILAP Revista de lepidopterología, PLoS ONE and European Heart Journal.

In The Last Decade

Giorgos Giannakakis

54 papers receiving 1.5k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Review on Psychological Stress Detection Using Biosignals

2019 453 citations Giorgos Giannakakis, Manolis Tsiknakis et al. profile →
Review of Eye Tracking Metrics Involved in Emotional and Cognitive Processes

2021 196 citations Giorgos Giannakakis, Dimitris Manousos et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Giorgos Giannakakis Greece	18	588	515	407	289	242	59	1.6k
Rifai Chai Australia	20	532 0.9×	835 1.6×	338 0.8×	247 0.9×	167 0.7×	83	1.6k
Martin Gjoreski Slovenia	18	477 0.8×	289 0.6×	435 1.1×	426 1.5×	170 0.7×	69	1.4k
Javier Hernandez United States	23	553 0.9×	399 0.8×	270 0.7×	347 1.2×	339 1.4×	59	1.8k
Lin Shu China	13	793 1.3×	783 1.5×	223 0.5×	147 0.5×	157 0.6×	25	1.3k
Yekta Said Can Türkiye	14	410 0.7×	223 0.4×	307 0.8×	262 0.9×	121 0.5×	43	1.0k
Johannes Schumm Switzerland	10	305 0.5×	323 0.6×	216 0.5×	336 1.2×	219 0.9×	15	990
Hugo Silva Portugal	25	420 0.7×	1.3k 2.6×	825 2.0×	822 2.8×	224 0.9×	181	2.8k
Daniel J. Levendowski United States	22	511 0.9×	1.0k 2.0×	159 0.4×	177 0.6×	392 1.6×	49	2.1k
Stephen Fairclough United Kingdom	25	806 1.4×	1.1k 2.2×	340 0.8×	198 0.7×	888 3.7×	82	2.7k
Chris Berka United States	23	486 0.8×	1.3k 2.5×	202 0.5×	150 0.5×	535 2.2×	77	2.5k

Countries citing papers authored by Giorgos Giannakakis

Since Specialization

Citations

This map shows the geographic impact of Giorgos Giannakakis's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Giorgos Giannakakis with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Giorgos Giannakakis more than expected).

Fields of papers citing papers by Giorgos Giannakakis

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Giorgos Giannakakis. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Giorgos Giannakakis. The network helps show where Giorgos Giannakakis may publish in the future.

Co-authorship network of co-authors of Giorgos Giannakakis

This figure shows the co-authorship network connecting the top 25 collaborators of Giorgos Giannakakis. A scholar is included among the top collaborators of Giorgos Giannakakis based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Giorgos Giannakakis. Giorgos Giannakakis is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Giannakakis, Giorgos, et al.. (2024). Semi-Supervised anomaly detection for the prediction and detection of pediatric focal epileptic seizures on fused EEG and ECG data. Biomedical Signal Processing and Control. 101. 107083–107083. 1 indexed citations

Giannakakis, Giorgos, et al.. (2024). Emotion Recognition Based on EEG Signals and Deep Neural Networks Architectures. 189–192. 1 indexed citations

Giannakakis, Giorgos, Anastasios Roussos, Christina Andreou, Stefan Borgwardt, & Αλεξάνδρα Κορδά. (2024). Stress recognition identifying relevant facial action units through explainable artificial intelligence and machine learning. Computer Methods and Programs in Biomedicine. 259. 108507–108507.

Pervanidou, Panagiota, Ioannis Papassotiriou, Aimilia Mantzou, et al.. (2022). Stress, Inflammation and Metabolic Biomarkers Are Associated with Body Composition Measures in Lean, Overweight, and Obese Children and Adolescents. Children. 9(2). 291–291. 15 indexed citations

Pervanidou, Panagiota, Ioannis Papassotiriou, Aimilia Mantzou, et al.. (2022). Circulating FGF21 vs. Stress Markers in Girls during Childhood and Adolescence, and in Their Caregivers: Intriguing Inter-Relations between Overweight/Obesity, Emotions, Behavior, and the Cared-Caregiver Relationship. Children. 9(6). 821–821. 3 indexed citations

Kokkinaki, Theano, et al.. (2021). Autonomic Nervous System Maturation and Emotional Coordination in Interactions of Preterm and Full-Term Infants With Their Parents: Protocol for a Multimethod Study. JMIR Research Protocols. 10(4). e28089–e28089. 2 indexed citations

Giannakakis, Giorgos, et al.. (2021). Automatic stress analysis from facial videos based on deep facial action units recognition. Pattern Analysis and Applications. 25(3). 521–535. 20 indexed citations

Aschner, Michael, Robin Mesnage, Anca Oana Docea, et al.. (2021). Leveraging artificial intelligence to advance the understanding of chemical neurotoxicity. NeuroToxicology. 89. 9–11. 2 indexed citations

Κορδά, Αλεξάνδρα, Giorgos Giannakakis, Errikos-Chaim Ventouras, et al.. (2021). Recognition of Blinks Activity Patterns during Stress Conditions Using CNN and Markovian Analysis. Signals. 2(1). 55–71. 20 indexed citations

10.

Giannakakis, Giorgos, Eleftherios Trivizakis, Manolis Tsiknakis, & Kostas Marias. (2019). A novel multi-kernel 1D convolutional neural network for stress recognition from ECG. 1–4. 23 indexed citations

11.

Vlachos, Konstantinos, Κonstantinos P. Letsas, Athanasios Saplaouras, et al.. (2018). P1174Targeted ablation of specific electrogram patterns in low voltage areas after pulmonary vein antral isolation in persistent AF: termination to an organized rhythm reduces AF recurrence. EP Europace. 20(suppl_1). i226–i226.

12.

Ставринидис, Г., et al.. (2016). SU-8 microneedles based dry electrodes for Electroencephalogram. Microelectronic Engineering. 159. 114–120. 50 indexed citations

13.

Pediaditis, Matthew, Giorgos Giannakakis, Franco Chiarugi, et al.. (2015). Extraction of facial features as indicators of stress and anxiety. PubMed. 2015. 3711–3714. 24 indexed citations

14.

Leftheriotis, Dionyssios, George Theodorakis, Angelos G. Rigopoulos, et al.. (2014). The Effects of Ranolazine on Paroxysmal Atrial Fibrillation in Patients with Coronary Artery Disease: A Preliminary Observational Study.. PubMed. 6(5). 940–940. 6 indexed citations

15.

Leftheriotis, Dionyssios, Angelos G. Rigopoulos, Giorgos Giannakakis, et al.. (2013). The effects of ranolazine on paroxysmal atrial fibrillation in patients with coronary artery disease. European Heart Journal. 34(suppl 1). P4113–P4113. 2 indexed citations

16.

McLeod, Michael P., Sonal Choudhary, Giorgos Giannakakis, & Keyvan Nouri. (2011). Surgical Treatments for Lentigo Maligna: A Review. Dermatologic Surgery. 37(9). 1210–1228. 51 indexed citations

17.

Papageorgiou, Charalabos, Andreas D. Rabavilas, Giorgos Giannakakis, et al.. (2011). The Interference of Introversion–Extraversion and Depressive Symptomatology with Reasoning Performance: A Behavioural Study. Journal of Psycholinguistic Research. 41(2). 129–139. 5 indexed citations

18.

Papageorgiou, Charalabos, Giorgos Giannakakis, Konstantina S. Nikita, et al.. (2009). Abnormal auditory ERP N100 in children with dyslexia: comparison with their control siblings. Behavioral and Brain Functions. 5(1). 26–26. 13 indexed citations

19.

Giannakakis, Giorgos & Konstantina S. Nikita. (2008). Estimation of time-varying causal connectivity on EEG signals with the use of adaptive autoregressive parameters. PubMed. 2. 3512–3515. 7 indexed citations

20.

Giannakakis, Giorgos & Ivan Buliev. (2008). ECG signal recording, processing and transmission using a mobile phone. 1–4. 4 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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