| 2025 | MICCAI | NeuroXVocal: Detection and Explanation of Alzheimer's Disease Through Non-Invasive Analysis of Picture-Prompted Speech. | Nikolaos Ntampakis, Konstantinos I. Diamantaras, Ioanna Chouvarda, Magda Tsolaki, Panagiotis Sarigianndis, Vasileios Argyriou |
| 2023 | BIBE | Predicting the Onset of Dementia in Initially Healthy Individuals Using Demographic and Clinical Data. | Nikolaos Ntampakis, Konstantinos I. Diamantaras, Konstantinos Goulianas, Ioanna Chouvarda |
| 2021 | ACSSC | Double Deep Q Learning with Gradient Biasing for Mobile Relay Beamforming Networks. | Spilios Evmorfos, Konstantinos I. Diamantaras, Athina P. Petropulu |
| 2021 | DATA | Predicting Shopping Intent of e-Commerce Users using LSTM Recurrent Neural Networks. | Konstantinos I. Diamantaras, Michail Salampasis, Alkiviadis Katsalis, Konstantinos Christantonis |
| 2021 | EDM | Student Performance Prediction Using Dynamic Neural Models. | Marina Delianidi, Konstantinos I. Diamantaras, George Chrysogonidis, Vasileios Nikiforidis |
| 2021 | ICASSP | Learning to Select for Mimo Radar Based on Hybrid Analog-Digital Beamforming. | Zhaoyi Xu, Fan Liu, Konstantinos I. Diamantaras, Christos Masouros, Athina P. Petropulu |
| 2020 | ADBIS | Dynamic k-NN Classification Based on Region Homogeneity. | Stefanos Ougiaroglou, Georgios Evangelidis, Konstantinos I. Diamantaras |
| 2020 | ICASSP | Q-Learning Based Predictive Relay Selection for Optimal Relay Beamforming. | Anastasios Dimas, Konstantinos I. Diamantaras, Athina P. Petropulu |
| 2019 | ACSSC | A Reinforcement Learning Approach for Mobile Beamforming. | Anastasios Dimas, Konstantinos I. Diamantaras, Athina P. Petropulu |
| 2019 | BIBE | Classification of Sleep Stages for Healthy Subjects and Patients with Minor Sleep Disorders. | Christos Timplalexis, Konstantinos I. Diamantaras, Ioanna Chouvarda |
| 2019 | IDEAL | Fast Tree-Based Classification via Homogeneous Clustering. | George Pardis, Konstantinos I. Diamantaras, Stefanos Ougiaroglou, Georgios Evangelidis |
| 2018 | ICIP | Margin-Based Sample Filtering for Image Classification Using Convolutional Neural Networks. | Pantelis I. Kaplanoglou, Konstantinos I. Diamantaras |
| 2016 | ICASSP | Adaptive margin slack minimization in RKHS for classification. | Yinan Yu, Konstantinos I. Diamantaras, Tomas McKelvey, Sun-Yuan Kung |
| 2014 | ICASSP | Analyzing data into quantized components. | Konstantinos I. Diamantaras, Theophilos Papadimitriou, Konstantinos Goulianas |
| 2012 | ICASSP | Binary classification by minimizing the mean squared slack. | Konstantinos I. Diamantaras, Margarita Kotti |
| 2011 | ICASSP | Blind separation of multiple binary sources from one nonlinear mixture. | Konstantinos I. Diamantaras, Theophilos Papadimitriou, Gabriela Vranou |
| 2010 | ICASSP | Separating two binary sources from a single nonlinear mixture. | Konstantinos I. Diamantaras, Konstantinos Papadimitriou |
| 2009 | IDA | Histogram Based Blind Identification and Source Separation from Linear Instantaneous Mixtures. | Konstantinos I. Diamantaras, Theophilos Papadimitriou |
| 2007 | ICASSP | Analytical Solution of the Blind Identification Problem for Multichannel FIR Systems Based on Second Order Statistics. | Konstantinos I. Diamantaras, Theophilos Papadimitriou |
| 2006 | LREC | Greek Named Entity Recognition using Support Vector Machines, Maximum Entropy and Onetime. | Ionas Michailidis, Konstantinos I. Diamantaras, Spiros Vasileiadis, Yannick Frre |
| 2005 | ICASSP | Blind deconvolution of multi-input single-output systems with binary sources. | Konstantinos I. Diamantaras, Theophilos Papadimitriou |
| 2005 | ICIP | Blind separation of reflections using the image mixtures ratio. | Konstantinos I. Diamantaras, Theophilos Papadimitriou |
| 2004 | ICASSP | MIMO blind deconvolution using subspace-based filter deflation. | Konstantinos I. Diamantaras, Theophilos Papadimitriou |
| 2003 | ICASSP | Blind signal separation using oriented PCA neural models. | Konstantinos I. Diamantaras, Theophilos Papadimitriou |
| 2002 | ICASSP | On blind identifiability of FIR-MIMO systems with cyclostationary inputs using second order statistics. | Ivan Bradaric, Athina P. Petropulu, Konstantinos I. Diamantaras |
| 2001 | ICANN | Blind Source Separation Using Principal Component Neural Networks. | Konstantinos I. Diamantaras |
| 2001 | ICIP | Occlusion resistant object tracking. | Evangelos Loutas, Ioannis Pitas, Konstantinos I. Diamantaras |
| 2000 | ICASSP | Blind separation of multiple binary sources using a single linear mixture. | Konstantinos I. Diamantaras |
| 2000 | ICIP | A Novel Rigid Object Segmentation Method Based on Multiresolution 3-D Motion and Luminance Analysis. | Theophilos Papadimitriou, Konstantinos I. Diamantaras, Michael G. Strintzis, Manos Roumeliotis |
| 1999 | ICASSP | Blind equalization of multiuser CDMA channels: a frequency-domain approach. | Konstantinos I. Diamantaras, Athina P. Petropulu |
| 1999 | ICASSP | Robust estimation of rigid body 3-D motion parameters from point correspondences. | Theophilos Papadimitriou, Konstantinos I. Diamantaras, Michael G. Strintzis, Manos Roumeliotis |
| 1999 | IJCNN | Adaptive blind MIMO system identification using principal component neural models. | Konstantinos I. Diamantaras, Athina P. Petropulu |
| 1998 | ICIP | Total Least Squares 3-D Motion Estimation. | Konstantinos I. Diamantaras, Theophilos Papadimitriou, Michael G. Strintzis, Manos Roumeliotis |
| 1997 | ICASSP | Noisy PCA theory and application in filter bank codec design. | Konstantinos I. Diamantaras, Michael G. Strintzis |
| 1996 | ICIP | Camera motion parameter recovery under perspective projection. | Konstantinos I. Diamantaras, Michael G. Strintzis |
| 1990 | ICPP | Implementation of Neural Network Algorithms on the P | Konstantinos I. Diamantaras, David L. Heine, Isaac D. Scherson |