| 2023 | ICPRAM | Ensemble Learning for Cough-Based Subject-Independent COVID-19 Detection. | Vincenzo Conversano, Stavros Ntalampiras |
| 2023 | ICPRAM | A Hierarchical Approach for Multilingual Speech Emotion Recognition. | Marco Nicolini, Stavros Ntalampiras |
| 2023 | ICPRAM | Gender-Aware Speech Emotion Recognition in Multiple Languages. | Marco Nicolini, Stavros Ntalampiras |
| 2023 | ICPRAM | Lightweight Audio-Based Human Activity Classification Using Transfer Learning. | Marco Nicolini, Federico Simonetta, Stavros Ntalampiras |
| 2022 | ICANN | Variational Autoencoders for Anomaly Detection in Respiratory Sounds. | Michele Cozzatti, Federico Simonetta, Stavros Ntalampiras |
| 2022 | ICANN | Deep Feature Learning for Medical Acoustics. | Alessandro Maria Poir, Federico Simonetta, Stavros Ntalampiras |
| 2022 | IJCNN | Learning relationships between audio signals based on reservoir networks. | Stavros Ntalampiras |
| 2022 | MMSP | Acoustics-specific Piano Velocity Estimation. | Federico Simonetta, Stavros Ntalampiras, Federico Avanzini |
| 2021 | FRUCT | Acoustic Classification of Cat Breed Based on Time and Frequency Domain Features. | William Raccagni, Stavros Ntalampiras |
| 2021 | MMM | CatMeows: A Publicly-Available Dataset of Cat Vocalizations. | Luca A. Ludovico, Stavros Ntalampiras, Giorgio Presti, Simona Cannas, Monica Battini, Silvana Mattiello |
| 2021 | MMSP | Audio-to-Score Alignment Using Deep Automatic Music Transcription. | Federico Simonetta, Stavros Ntalampiras, Federico Avanzini |
| 2020 | HCI | Preservation and Promotion of Opera Cultural Heritage: The Experience of La Scala Theatre. | Federico Avanzini, Adriano Barat, Goffredo Haus, Luca A. Ludovico, Stavros Ntalampiras |
| 2020 | ICPR | One-shot learning for acoustic identification of bird species in non-stationary environments. | Michelangelo Acconcjaioco, Stavros Ntalampiras |
| 2019 | EANN | Classification of Sounds Indicative of Respiratory Diseases. | Stavros Ntalampiras, Ilyas Potamitis |
| 2018 | FRUCT | A Classification Scheme Based on Directed Acyclic Graphs for Acoustic Farm Monitoring. | Stavros Ntalampiras |
| 2018 | WoWMoM | Forecasting Mobile Service Demands for Anticipatory MEC. | Stavros Ntalampiras, Marco Fiore |
| 2017 | EANN | Emotion Prediction of Sound Events Based on Transfer Learning. | Stavros Ntalampiras, Ilyas Potamitis |
| 2016 | IJCNN | Online model-free sensor fault identification and dictionary learning in Cyber-Physical Systems. | Cesare Alippi, Stavros Ntalampiras, Manuel Roveri |
| 2014 | CRITIS | Automatic Fault Identification in Sensor Networks Based on Probabilistic Modeling. | Stavros Ntalampiras, Georgios Giannopoulos |
| 2014 | CRITIS | Faults and Cyber Attacks Detection in Critical Infrastructures. | Yannis Soupionis, Stavros Ntalampiras, Georgios Giannopoulos |
| 2014 | Interspeech | On predicting the unpleasantness level of a sound event. | Stavros Ntalampiras, Ilyas Potamitis |
| 2013 | IJCNN | Model ensemble for an effective on-line reconstruction of missing data in sensor networks. | Cesare Alippi, Stavros Ntalampiras, Manuel Roveri |
| 2012 | IJCNN | An HMM-based change detection method for intelligent embedded sensors. | Cesare Alippi, Stavros Ntalampiras, Manuel Roveri |
| 2010 | FUSION | Fusion of acoustic and optical sensor data for automatic fight detection in urban environments. | Maria Andersson, Stavros Ntalampiras, Todor Ganchev, Joakim Rydell, Jrgen Ahlberg, Nikos Fakotakis |
| 2010 | Interspeech | A multidomain approach for automatic home environmental sound classification. | Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis |
| 2010 | Interspeech | Identification of abnormal audio events based on probabilistic novelty detection. | Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis |
| 2010 | LREC | Heterogeneous Sensor Database in Support of Human Behaviour Analysis in Unrestricted Environments: The Audio Part. | Stavros Ntalampiras, Todor Ganchev, Ilyas Potamitis, Nikos Fakotakis |
| 2009 | ICASSP | On acoustic surveillance of hazardous situations. | Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis |
| 2008 | Interspeech | A comparative study in automatic recognition of broadcast audio. | Stavros Ntalampiras, Nikos Fakotakis |
| 2008 | LREC | Audio Database in Support of Potentiel Threat and Crisis Situation Management. | Stavros Ntalampiras, Ilyas Potamitis, Todor Ganchev, Nikos Fakotakis |