| 2024 | ICASSP | Multitask Classification of Antimicrobial Peptides for Simultaneous Assessment of Antimicrobial Property and Structural Fold. | Michaela Areti Zervou, Effrosyni Doutsi, Yannis Pantazis, Panagiotis Tsakalides |
| 2024 | ICIP | Exploring the Potential of Recurrence Quantification Analysis for Video Analysis and Motion Detection. | Theodora Kyprianidi, Effrosyni Doutsi, George Tzagkarakis, Panagiotis Tsakalides |
| 2024 | IGARSS | Soil Moisture Retrieval Using in Situ and Data Simulation Regularized Deep Learning Models. | Grigorios Tsagkatakis, Mahta Moghaddam, Panagiotis Tsakalides |
| 2024 | IGARSS | Unsupervised Change Detection on Multi-Temporal Satellite Images Using Tensor Decomposition Learning. | Anastasia Aidini, Grigorios Tsagkatakis, Panagiotis Tsakalides |
| 2024 | MMSP | A Spatiotemporal Decomposition of a Video Stream Based on the Retina-Inspired Filter. | Effrosyni Doutsi, Panagiotis Tsakalides |
| 2024 | MOBIHOC | Variable-Length Stop-Feedback Coding for Minimum Age of Incorrect Information. | Konstantinos Bountrogiannis, Ioannis Papoutsidakis, Anthony Ephremides, Panagiotis Tsakalides, George Tzagkarakis |
| 2023 | ACSSC | Few-Shot Classification Using Tensor Completion. | Anastasia Aidini, Grigorios Tsagkatakis, Nicholas D. Sidiropoulos, Panagiotis Tsakalides |
| 2023 | ACSSC | A Generative Neighborhood-Based Deep Autoencoder with an Extended Loss Function for Robust Imbalanced Classification. | Eirini Troullinou, Grigorios Tsagkatakis, Attila Losonczy, Panayiota Poirazi, Panagiotis Tsakalides |
| 2023 | ICASSP | Efficient Protein Structural Class Prediction Via Chaos Game Representation and Recurrent Neural Networks. | Michaela Areti Zervou, Effrosyni Doutsi, Panagiotis Tsakalides |
| 2022 | ICASSP | 4D Convolutional Neural Networks for Multi-Spectral and Multi-Temporal Remote Sensing Data Classification. | Michalis Giannopoulos, Grigorios Tsagkatakis, Panagiotis Tsakalides |
| 2022 | ICIP | Retina-Inspired Spatio-Temporal Filtering for Dynamic Video Coding. | Effrosyni Doutsi, Marc Antonini, Panagiotis Tsakalides |
| 2021 | IGARSS | Deep multi-modal satellite and in-situ observation fusion for Soil Moisture retrieval. | Grigorios Tsagkatakis, Mahta Moghaddam, Panagiotis Tsakalides |
| 2020 | ACSSC | An end-to-end spike-based image compression architecture. | Effrosyni Doutsi, Marc Antonini, Panagiotis Tsakalides |
| 2020 | BIBE | A Study on the Effect of Distinct Adjacency Matrices for Graph Signal Denoising. | Anastasia Pentari, George Tzagkarakis, Kostas Marias, Panagiotis Tsakalides |
| 2020 | DCC | Tensor Dictionary Learning with Representation Quantization for Remote Sensing Observation Compression. | Anastasia Aidini, Grigorios Tsagkatakis, Panagiotis Tsakalides |
| 2020 | DCC | Image Compression Based on Neuroscience Models: Rate-Distortion Performance of the Neural Code. | Effrosyni Doutsi, Panagiotis Tsakalides |
| 2020 | ICASSP | Quantized Tensor Robust Principal Component Analysis. | Anastasia Aidini, Grigorios Tsagkatakis, Panagiotis Tsakalides |
| 2020 | IGARSS | Multi-Temporal Convolutional Neural Networks for Satellite-Derived Soil Moisture Observation Enhancement. | Grigorios Tsagkatakis, Mahta Moghaddam, Panagiotis Tsakalides |
| 2019 | ACSSC | Hyperspectral Image Compression and Super-Resolution Using Tensor Decomposition Learning. | Anastasia Aidini, Michalis Giannopoulos, Anastasia Pentari, Konstantina Fotiadou, Panagiotis Tsakalides |
| 2019 | BIBE | Sparse Representations on DW-MRI: A Study on Pancreas. | Anastasia Pentari, Grigorios Tsagkatakis, Kostas Marias, Georgios C. Manikis, Nikolaos Kartalis, Nikolaos Papanikolaou, Panagiotis Tsakalides |
| 2019 | BIBE | Automated Screening of Dyslexia via Dynamical Recurrence Analysis of Wearable Sensor Data. | Michaela Areti Zervou, George Tzagkarakis, Panagiotis Tsakalides |
| 2019 | ICASSP | Alternating Direction Method of Multipliers for Semi-blind Astronomical Image Deconvolution. | Konstantina Fotiadou, Grigorios Tsagkatakis, Panagiotis Tsakalides |
| 2019 | ICASSP | Efficient Convolutional Neural Network Weight Compression for Space Data Classification on Multi-fpga Platforms. | George Pitsis, Grigorios Tsagkatakis, Christos Kozanitis, Ioannis Kalomoiris, Aggelos Ioannou, Apostolos Dollas, Manolis G. H. Katevenis, Panagiotis Tsakalides |
| 2018 | IPAS | 1-Bit Tensor Completion. | Anastasia Aidini, Grigorios Tsagkatakis, Panagiotis Tsakalides |
| 2017 | ESANN | Application of Tensor and Matrix Completion on Environmental Sensing Data. | Michalis Giannopoulos, Sofia Savvaki, Grigorios Tsagkatakis, Panagiotis Tsakalides |
| 2017 | ESANN | Feature Extraction and Learning for RSSI based Indoor Device Localization. | Stavros Timotheatos, Grigorios Tsagkatakis, Panagiotis Tsakalides, Panos E. Trahanias |
| 2017 | ICASSP | An online feature selection architecture for Human Activity Recognition. | Katerina Karagiannaki, Athanasia Panousopoulou, Panagiotis Tsakalides |
| 2014 | ICASSP | Compressed sensing reconstruction of convolved sparse signals. | Grigorios Tsagkatakis, Panagiotis Tsakalides, Arnaud Woiselle, Marc Bousquet, George Tzagkarakis, Jean-Luc Starck |
| 2014 | ICIP | Reconstruction of compressively sampled ultrasound images using dual prior information. | Alin Achim, Adrian Basarab, George Tzagkarakis, Panagiotis Tsakalides, Denis Kouame |
| 2013 | ICASSP | Sparse representations for hand gesture recognition. | Stergios Poularakis, Grigorios Tsagkatakis, Panagiotis Tsakalides, Ioannis Katsavounidis |
| 2012 | MSWIM | Decentralized indoor wireless localization using compressed sensing of signal-strength fingerprints. | Sofia Nikitaki, Panagiotis Tsakalides |
| 2012 | PCS | Compressive video classification for decision systems with limited resources. | George Tzagkarakis, Pavlos Charalampidis, Grigorios Tsagkatakis, Jean-Luc Starck, Panagiotis Tsakalides |
| 2012 | WiMob | Physical-layer intrusion detection for wireless networks using compressed sensing. | Alexandros G. Fragkiadakis, Sofia Nikitaki, Panagiotis Tsakalides |
| 2010 | ICASSP | Multiple-measurement Bayesian compressed sensing using GSM priors for DOA estimation. | George Tzagkarakis, Dimitris Milioris, Panagiotis Tsakalides |
| 2010 | ICASSP | Bayesian compressed sensing imaging using a Gaussian Scale Mixture. | George Tzagkarakis, Panagiotis Tsakalides |
| 2010 | MSWIM | Empirical evaluation of signal-strength fingerprint positioning in wireless LANs. | Dimitris Milioris, Lito Kriara, Artemis Papakonstantinou, George Tzagkarakis, Panagiotis Tsakalides, Maria Papadopouli |
| 2008 | BIBE | Mature miRNA identification via the use of a Naive Bayes classifier. | Katerina Gkirtzou, Panagiotis Tsakalides, Panayiota Poirazi |
| 2008 | ICASSP | Context enhancement through image fusion: A multiresolution approach based on convolution of cauchy distributions. | Tao Wan, George Tzagkarakis, Panagiotis Tsakalides, Cedric Nishan Canagarajah, Alin Achim |
| 2007 | MSWIM | Singular spectrum analysis of traffic workload in a large-scale wireless lan. | George Tzagkarakis, Maria Papadopouli, Panagiotis Tsakalides |
| 2006 | ICASSP | Musical Genre Classification VIA Generalized Gaussian and Alpha-Stable Modeling. | Christos Tzagkarakis, Athanasios Mouchtaris, Panagiotis Tsakalides |
| 2005 | ICASSP | Rotation-Invariant Texture Retrieval with Gaussianized Steerable Pyramids. | George Tzagkarakis, Baltasar Beferull-Lozano, Panagiotis Tsakalides |
| 2005 | Interspeech | A spectral conversion approach to feature denoising and speech enhancement. | Athanasios Mouchtaris, Jan Van der Spiegel, Paul Mueller, Panagiotis Tsakalides |
| 2001 | ICIP | Wavelet-based ultrasound image denoising using an alpha-stable prior probability model. | Alin Achim, Anastasios Bezerianos, Panagiotis Tsakalides |
| 1999 | ICASSP | Alpha-stable robust modeling of background noise for enhanced sound source localization. | Panayiotis G. Georgiou, Panagiotis Tsakalides, Chris Kyriakakis |
| 1999 | ICASSP | Robust constant modulus arrays based on fractional lower-order statistics. | Marilli Rupi, Panagiotis Tsakalides, Chrysostomos L. Nikias, Enrico Del Re |
| 1997 | ICASSP | A new model for non-Rayleigh clutter: space-time adaptive processing in stable impulsive interference. | Panagiotis Tsakalides, Chrysostomos L. Nikias |
| 1996 | ICASSP | Robust adaptive beamforming in alpha-stable noise environments. | Panagiotis Tsakalides, Chrysostomos L. Nikias |
| 1995 | ICASSP | Subspace-based direction finding in alpha-stable noise environments. | Panagiotis Tsakalides, Chrysostomos L. Nikias |