Yannis Pantazis

ScholarGPS® ID: 40254298951476

Affiliation

Institute of Applied and Computational Mathematics, Greece

Affiliation History

Field

Physical Sciences and Mathematics

Discipline

Mathematics

Top Specialties

Signal Processing | Sensitivity Analysis | Speech Processing | Acoustics | Bioinformatics

Metrics Summary

Publication Count

Predicted Citations

682

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

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De Novo Antimicrobial Peptide Design with Feedback Generative Adversarial Networks (journal article) Zervou, Michaela \| Doutsi, Effrosyni \| Pantazis, Yannis \| Tsakalides, Panagiotis International Journal of Molecular Sciences, volume 25, issue 10, pages 5506- (2024). 10.3390/ijms25105506 Cite \| Source
Multitask Classification of Antimicrobial Peptides for Simultaneous Assessment of Antimicrobial Property and Structural Fold (conference) Zervou, Michaela Areti \| Doutsi, Effrosyni \| Pantazis, Yannis \| Tsakalides, Panagiotis ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2024) Seoul, Korea, Republic of 10.1109/ICASSP48485.2024.10446946 Cite \| Source
Robust day-ahead solar forecasting with endogenous data and sliding windows (journal article) Kamarianakis, Yiannis \| Pantazis, Yannis \| Kalligiannaki, Evangelia \| Katsaounis, Theodoros D. \| Kotsovos, Konstantinos \| Gereige, Issam \| Abdullah, Marwan \| Jamal, Aqil \| Tzavaras, Athanasios Journal of Renewable and Sustainable Energy, volume 16, issue 2 (2024). 10.1063/5.0190493 Cite \| Source
Cauchy robust principal component analysis with applications to high-dimensional data sets (journal article) Fayomi, Aisha \| Pantazis, Yannis \| Tsagris, Michail \| Wood, Andrew T. A. Statistics and Computing, volume 34, issue 1 (2024). 10.1007/s11222-023-10328-x Cite \| Source
Cumulant GAN (journal article) Pantazis, Yannis \| Paul, Dipjyoti \| Fasoulakis, Michail \| Stylianou, Yannis \| Katsoulakis, Markos A. IEEE Transactions on Neural Networks and Learning Systems, volume 34, issue 11, pages 9439-9450 (2023). 10.1109/TNNLS.2022.3161127 Cited by (4) \| Cite \| Source
Learning biologically-interpretable latent representations for gene expression data (journal article) Karagiannaki, Ioulia \| Gourlia, Krystallia \| Lagani, Vincenzo \| Pantazis, Yannis \| Tsamardinos, Ioannis Machine Learning, volume 112, issue 11, pages 4257-4287 (2023). 10.1007/s10994-022-06158-z Cited by (1) \| Cite \| Source
Inferring the Parameters of Ultrafast Lasers from Images with Surface Patterns (conference) Litsas, Anastasis \| Fraggelakis, Fotis \| Tsibidis, George D. \| Stratakis, Emmanuel \| Pantazis, Yannis 2023 International Symposium on Image and Signal Processing and Analysis (ISPA) (2023) Rome, Italy 10.1109/ISPA58351.2023.10279565 Cite \| Source
Day-Ahead Forecasting of Solar Irradiance & PV Power Output Through Statistical Machine Learning Methods (conference) Kamarianakis, Yiannis \| Pantazis, Yannis \| Kalligiannaki, Evangelia \| Katsaounis, Theodoros D. \| Kotsovos, Konstantinos \| Gereige, Issam \| Abdullah, Marwan \| Jamal, Aqil \| Tzavaras, Athanasios 2022 Saudi Arabia Smart Grid (SASG) (2022) Riyadh, Saudi Arabia 10.1109/SASG57022.2022.10199879 Cite \| Source
Optimizing Variational Representations of Divergences and Accelerating Their Statistical Estimation (journal article) Birrell, Jeremiah \| Katsoulakis, Markos A. \| Pantazis, Yannis IEEE Transactions on Information Theory, volume 68, issue 7, pages 4553-4572 (2022). 10.1109/TIT.2022.3160659 Cited by (1) \| Cite \| Source
GAN-Based Training of Semi-Interpretable Generators for Biological Data Interpolation and Augmentation (journal article) Tsourtis, Anastasios \| Papoutsoglou, Georgios \| Pantazis, Yannis Applied Sciences, volume 12, issue 11, pages 5434- (2022). 10.3390/app12115434 Cited by (2) \| Cite \| Source
A Universal Multi-Speaker Multi-Style Text-to-Speech via Disentangled Representation Learning Based on Rényi Divergence Minimization (conference) Paul, Dipjyoti \| Mukherjee, Sankar \| Pantazis, Yannis \| Stylianou, Yannis Interspeech 2021 (2021) 10.21437/Interspeech.2021-660 Cited by (6) \| Cite \| Source
EFFICIENT DISCRIMINATION BETWEEN BIOLOGICAL POPULATIONS VIA NEURAL-BASED ESTIMATION OF RÉNYI DIVERGENCE (conference) Tsourtis, Anastasios \| Papoutsoglou, Georgios \| Pantazis, Yannis 4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering (2021) Athens, Greece 10.7712/120221.8026.19067 Cite \| Source
Latent Feature Representations for Human Gene Expression Data Improve Phenotypic Predictions (conference) Pantazis, Yannis \| Tselas, Christos \| Lakiotaki, Kleanthi \| Lagani, Vincenzo \| Tsamardinos, Ioannis 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (2020) Seoul, Korea (South) 10.1109/BIBM49941.2020.9313286 Cited by (2) \| Cite \| Source
Predictive modeling approaches in laser-based material processing (journal article) Velli, Maria-Christina \| Tsibidis, George D. \| Mimidis, Alexandros \| Skoulas, Evangelos \| Pantazis, Yannis \| Stratakis, Emmanuel Journal of Applied Physics, volume 128, issue 18 (2020). 10.1063/5.0018235 Cited by (10) \| Cite \| Source
Quantifying the structure of strong gravitational lens potentials with uncertainty-aware deep neural networks (journal article) Vernardos, Georgios \| Tsagkatakis, Grigorios \| Pantazis, Yannis Monthly Notices of the Royal Astronomical Society, volume 499, issue 4, pages 5641-5652 (2020). 10.1093/mnras/staa3201 Cited by (11) \| Cite \| Source
Sensitivity analysis for rare events based on Rényi divergence (journal article) Dupuis, Paul \| Katsoulakis, Markos A. \| Pantazis, Yannis \| Rey-Bellet, Luc The Annals of Applied Probability, volume 30, issue 4 (2020). 10.1214/19-AAP1468 Cited by (11) \| Cite \| Source
Effects of Spectral Tilt on Listeners’ Preferences And Intelligibility (conference) Simantiraki, Olympia \| Cooke, Martin \| Pantazis, Yannis ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2020) Barcelona, Spain 10.1109/ICASSP40776.2020.9054117 Cited by (2) \| Cite \| Source
Enhancing Speech Intelligibility in Text-To-Speech Synthesis Using Speaking Style Conversion (conference) Paul, Dipjyoti \| Shifas, Muhammed P.V. \| Pantazis, Yannis \| Stylianou, Yannis Interspeech 2020 (2020) 10.21437/Interspeech.2020-2793 Cited by (13) \| Cite \| Source
Speaker Conditional WaveRNN: Towards Universal Neural Vocoder for Unseen Speaker and Recording Conditions (conference) Paul, Dipjyoti \| Pantazis, Yannis \| Stylianou, Yannis Interspeech 2020 (2020) 10.21437/Interspeech.2020-2786 Cited by (13) \| Cite \| Source
Pathway Activity Score Learning for Dimensionality Reduction of Gene Expression Data (book chapter) In Discovery Science Karagiannaki, Ioulia \| Pantazis, Yannis \| Chatzaki, Ekaterini \| Tsamardinos, Ioannis Springer International Publishing (2020) 10.1007/978-3-030-61527-7_17 Cited by (5) \| Cite \| Source