Video event detection and summarization using audio, visual and text saliency. - Georgios Evangelopoulos; Athanasia Zlatintsi; Georgios Skoumas; Konstantinos Rapantzikos; Alexandros Potamianos; Petros Maragos; Yannis Avrithis (ICASSP, 2009)

Musical instruments signal analysis and recognition using fractal features. - Athanasia Zlatintsi; Petros Maragos (EUSIPCO, 2011)

A supervised approach to movie emotion tracking. - Nikos Malandrakis; Alexandros Potamianos; Georgios Evangelopoulos; Athanasia Zlatintsi (ICASSP, 2011)

Am-fm modulation features for music instrument signal analysis and recognition. - Athanasia Zlatintsi; Petros Maragos (EUSIPCO, 2012)

A saliency-based approach to audio event detection and summarization. - Athanasia Zlatintsi; Petros Maragos; Alexandros Potamianos; Georgios Evangelopoulos (EUSIPCO, 2012)

Multiscale Fractal Analysis of Musical Instrument Signals With Application to Recognition. - Athanasia Zlatintsi; Petros Maragos (IEEE Trans. Speech Audio Process., 2013)

Multimodal Saliency and Fusion for Movie Summarization Based on Aural, Visual, and Textual Attention. - Georgios Evangelopoulos; Athanasia Zlatintsi; Alexandros Potamianos; Petros Maragos; Konstantinos Rapantzikos; Georgios Skoumas; Yannis Avrithis (IEEE Trans. Multim., 2013)

Επεξεργασία σημάτων μουσικής και εφαρμογές αναγνώρισης - Athanasia Zlatintsi (2013)

Comparison of different representations based on nonlinear features for music genre classification. - Athanasia Zlatintsi; Petros Maragos (EUSIPCO, 2014)

Audio salient event detection and summarization using audio and text modalities. - Athanasia Zlatintsi; Elias Iosif; Petros Maragos; Alexandros Potamianos (EUSIPCO, 2015)

Predicting audio-visual salient events based on visual, audio and text modalities for movie summarization. - Petros Koutras; Athanasia Zlatintsi; Elias Iosif; Athanasios Katsamanis; Petros Maragos; Alexandros Potamianos (ICIP, 2015)

Quality evaluation of computational models for movie summarization. - Athanasia Zlatintsi; Petros Koutras; Niki Efthymiou; Petros Maragos; Alexandros Potamianos; Katerina Pastra (QoMEX, 2015)

FMRI-based perceptual validation of a computational model for visual and auditory saliency in videos. - Georgia Panagiotaropoulou; Petros Koutras; Athanasios Katsamanis; Petros Maragos; Athanasia Zlatintsi; Athanassios Protopapas; Efstratios Karavasilis; Nikolaos Smyrnis (ICIP, 2016)

Audio-Based Distributional Representations of Meaning Using a Fusion of Feature Encodings. - Giannis Karamanolakis; Elias Iosif; Athanasia Zlatintsi; Aggelos Pikrakis; Alexandros Potamianos (INTERSPEECH, 2016)

Audio-based Distributional Semantic Models for Music Auto-tagging and Similarity Measurement. - Giannis Karamanolakis; Elias Iosif; Athanasia Zlatintsi; Aggelos Pikrakis; Alexandros Potamianos (CoRR, 2016)

Social Human-Robot Interaction for the Elderly: Two Real-life Use Cases. - Athanasia Zlatintsi; Isidoros Rodomagoulakis; Vassilis Pitsikalis; Petros Koutras; Nikolaos Kardaris; Xanthi S. Papageorgiou; Costas S. Tzafestas; Petros Maragos (HRI (Companion), 2017)

COGNIMUSE: a multimodal video database annotated with saliency, events, semantics and emotion with application to summarization. - Athanasia Zlatintsi; Petros Koutras; Georgios Evangelopoulos; Nikolaos Malandrakis; Niki Efthymiou; Katerina Pastra; Alexandros Potamianos; Petros Maragos (EURASIP J. Image Video Process., 2017)

A Web-based Real-Time Kinect Application for Gestural Interaction with Virtual Musical Instruments. - Athanasia Zlatintsi; Panagiotis Paraskevas Filntisis; Christos Garoufis; Antigoni Tsiami; Kosmas Kritsis; Maximos A. Kaliakatsos-Papakostas; Aggelos Gkiokas; Vassilis Katsouros; Petros Maragos (Audio Mostly Conference, 2018)

Multimodal Visual Concept Learning With Weakly Supervised Techniques. - Giorgos Bouritsas; Petros Koutras; Athanasia Zlatintsi; Petros Maragos (CVPR, 2018)

Multimodal Signal Processing and Learning Aspects of Human-Robot Interaction for an Assistive Bathing Robot. - Athanasia Zlatintsi; Isidoros Rodomagoulakis; Petros Koutras; A. C. Dometios; Vassilis Pitsikalis; Costas S. Tzafestas; Petros Maragos (ICASSP, 2018)

Exploring CNN-Based Architectures for Multimodal Salient Event Detection in Videos. - Petros Koutras; Athanasia Zlatintsi; Petros Maragos (IVMSP, 2018)

An Environment for Gestural Interaction with 3D Virtual Musical Instruments as an Educational Tool. - Christos Garoufis; Athanasia Zlatintsi; Kosmas Kritsis; Panagiotis Paraskevas Filntisis; Vassilis Katsouros; Petros Maragos (EUSIPCO, 2019)

Deeply Supervised Multimodal Attentional Translation Embeddings for Visual Relationship Detection. - Nikolaos Gkanatsios; Vassilis Pitsikalis; Petros Koutras; Athanasia Zlatintsi; Petros Maragos (ICIP, 2019)

Showcasing Deeply Supervised Multimodal Attentional Translation Embeddings: a Demo for Visual Relationship Detection. - Nikolaos Gkanatsios; Vassilis Pitsikalis; Petros Koutras; Athanasia Zlatintsi; Petros Maragos (ICIP, 2019)

Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic Music. - Agelos Kratimenos; Kleanthis Avramidis; Christos Garoufis; Athanasia Zlatintsi; Petros Maragos (EUSIPCO, 2020)

An LSTM-Based Dynamic Chord Progression Generation System for Interactive Music Performance. - Christos Garoufis; Athanasia Zlatintsi; Petros Maragos (ICASSP, 2020)

Person Identification Using Deep Convolutional Neural Networks on Short-Term Signals from Wearable Sensors. - George Retsinas; Panayiotis Paraskevas Filntisis; Niki Efthymiou; Emmanouil Theodosis; Athanasia Zlatintsi; Petros Maragos (ICASSP, 2020)

An Intelligent Cloud-Based Platform for Effective Monitoring of Patients with Psychotic Disorders. - Ilias Maglogiannis; Athanasia Zlatintsi; Andreas Menychtas; Dennis Papadimatos; Panayiotis Paraskevas Filntisis; Niki Efthymiou; George Retsinas; Panayiotis Tsanakas; Petros Maragos (AIAI (2), 2020)

Multiscale Fractal Analysis of Stimulated EEG Signals with Application to Emotion Classification. - Kleanthis Avramidis; Athanasia Zlatintsi; Christos Garoufis; Petros Maragos (CoRR, 2020)

Identifying differences in physical activity and autonomic function patterns between psychotic patients and controls over a long period of continuous monitoring using wearable sensors. - Panagiotis Paraskevas Filntisis; Athanasia Zlatintsi; Niki Efthymiou; Emmanouil Kalisperakis; Thomas Karantinos; Marina Lazaridi; Nikolaos Smyrnis; Petros Maragos (CoRR, 2020)

I-Support: A robotic platform of an assistive bathing robot for the elderly population. - Athanasia Zlatintsi; A. C. Dometios; Nikolaos Kardaris; Isidoros Rodomagoulakis; Petros Koutras; Xanthi S. Papageorgiou; Petros Maragos; Costas S. Tzafestas; Panagiotis Vartholomeos; Klaus Hauer; Christian Werner; Roberta Annicchiarico; et al. (Robotics Auton. Syst., 2020)

An Unsupervised Learning Approach for Detecting Relapses from Spontaneous Speech in Patients with Psychosis. - Christos Garoufis; Athanasia Zlatintsi; Panagiotis Paraskevas Filntisis; Niki Efthymiou; Emmanouil Kalisperakis; Vasiliki Garyfalli; Thomas Karantinos; L. Mantonakis; Nikolaos Smyrnis; Petros Maragos (BHI, 2021)

Multiscale Fractal Analysis on EEG Signals for Music-Induced Emotion Recognition. - Kleanthis Avramidis; Athanasia Zlatintsi; Christos Garoufis; Petros Maragos (EUSIPCO, 2021)

HTMD-Net: A Hybrid Masking-Denoising Approach to Time-Domain Monaural Singing Voice Separation. - Christos Garoufis; Athanasia Zlatintsi; Petros Maragos (EUSIPCO, 2021)

Deep Convolutional and Recurrent Networks for Polyphonic Instrument Classification from Monophonic Raw Audio Waveforms. - Kleanthis Avramidis; Agelos Kratimenos; Christos Garoufis; Athanasia Zlatintsi; Petros Maragos (ICASSP, 2021)

Towards Unsupervised Subject-Independent Speech-Based Relapse Detection in Patients with Psychosis using Variational Autoencoders. - Christos Garoufis; Athanasia Zlatintsi; Panayiotis Paraskevas Filntisis; Niki Efthymiou; Emmanouil Kalisperakis; Thomas Karantinos; Vasiliki Garyfalli; Marina Lazaridi; Nikolaos Smyrnis; Petros Maragos (EUSIPCO, 2022)

A comparative study of autoencoder architectures for mental health analysis using wearable sensors data. - M. Panagiotou; Athanasia Zlatintsi; Panagiotis Paraskevas Filntisis; Anargyros J. Roumeliotis; Niki Efthymiou; Petros Maragos (EUSIPCO, 2022)

Enhancing Affective Representations Of Music-Induced Eeg Through Multimodal Supervision And Latent Domain Adaptation. - Kleanthis Avramidis; Christos Garoufis; Athanasia Zlatintsi; Petros Maragos (ICASSP, 2022)

E-Prevention: Advanced Support System for Monitoring and Relapse Prevention in Patients with Psychotic Disorders Analyzing Long-Term Multimodal Data from Wearables and Video Captures. - Athanasia Zlatintsi; Panagiotis Paraskevas Filntisis; Christos Garoufis; Niki Efthymiou; Petros Maragos; Andreas Menychtas; Ilias Maglogiannis; Panayiotis Tsanakas; Thomas Sounapoglou; Emmanouil Kalisperakis; Thomas Karantinos; Marina Lazaridi; et al. (Sensors, 2022)

Relapse Prediction from Long-Term Wearable Data Using Self-Supervised Learning and Survival Analysis. - E. Fekas; Athanasia Zlatintsi; Panagiotis Paraskevas Filntisis; Christos Garoufis; Niki Efthymiou; Petros Maragos (ICASSP, 2023)

E-Prevention: The ICASSP-2023 Challenge on Person Identification and Relapse Detection from Continuous Recordings of Biosignals. - Athanasia Zlatintsi; Panagiotis Paraskevas Filntisis; Niki Efthymiou; Christos Garoufis; George Retsinas; Thomas Sounapoglou; Ilias Maglogiannis; Panayiotis Tsanakas; Nikolaos Smyrnis; Petros Maragos (ICASSP, 2023)

From Digital Phenotype Identification To Detection Of Psychotic Relapses. - Niki Efthymiou; George Retsinas; Panagiotis Paraskevas Filntisis; Christos Garoufis; Athanasia Zlatintsi; Emmanouil Kalisperakis; Vasiliki Garyfalli; Thomas Karantinos; Marina Lazaridi; Nikolaos Smyrnis; Petros Maragos (ICHI, 2023)

Multi-Source Contrastive Learning from Musical Audio. - Christos Garoufis; Athanasia Zlatintsi; Petros Maragos (CoRR, 2023)

Pre-training Music Classification Models via Music Source Separation. - Christos Garoufis; Athanasia Zlatintsi; Petros Maragos (EUSIPCO, 2024)

The 2nd E-Prevention Challenge: Psychotic and Non-Psychotic Relapse Detection Using Wearable-Based Digital Phenotyping. - Panagiotis Paraskevas Filntisis; Niki Efthymiou; George Retsinas; Athanasia Zlatintsi; Christos Garoufis; Thomas Sounapoglou; Panayotis Tsanakas; Nikolaos Smyrnis; Petros Maragos (ICASSP Workshops, 2024)

Classical Guitar Duet Separation Using GuitarDuets - A Dataset of Real and Synthesized Guitar Recordings. - Marios Glytsos; Christos Garoufis; Athanasia Zlatintsi; Petros Maragos (ISMIR, 2024)

GuitarDuets. - Marios Glytsos; Christos Garoufis; Athanasia Zlatintsi; Petros Maragos (Zenodo, 2024)

Feature-Level Multimodal Fusion for Relapse Detection in Patients with Psychosis. - Artemis Androni; Christos Garoufis; Athanasia Zlatintsi; Petros Maragos (DSP, 2025)