| Alygizakis, N., Giannakopoulos, T., Τhomaidis, N. S., & Slobodnik, J. | Detecting the sources of chemicals in the Black Sea using non-target screening and deep learning convolutional neural networks | Science of The Total Environment, 157554 (2022), | html | 
												
													| Petrogianni, A., Koromilas, P., & Giannakopoulos, T. | Film Shot Type Classification Based on Camera Movement Styles | Iberian Conference on Pattern Recognition and Image Analysis (pp. 602-615), 2022 | html | 
												
													| M. Moutti, S. Eleftheriou, P. Koromilas, T. Giannakopoulos | A Dataset for Speech Emotion Recognition in Greek Theatrical Plays | 13th Conference on Language Resources and Evaluation (LREC 2022), pages 1040–1046 | pdf | 
												
													| Tsitos, A. C., Dagioglou, M., & Giannakopoulos, T. | Real-time feasibility of a human intention method evaluated through a competitive human-robot reaching game | 2022 ACM/IEEE International Conference on Human-Robot Interaction (pp. 1080-1084) | html | 
												
													| Dagioglou, M., Soulounias, N., & Giannakopoulos, T. | Object Size Prediction from Hand Movement Using a Single RGB Sensor | International Conference on Human-Computer Interaction (pp. 369-386), 2022 | html | 
												
													| Koromilas, P., & Giannakopoulos, T. | Deep multimodal emotion recognition on human speech: A review | Applied Sciences, 11(17), 7962  (2021). | pdf | 
												
													| Paraskevoudis, K., & Giannakopoulos, T. | Instrument Playing Technique Recognition: A Greek Music Use Case | In Worldwide Music Conference (pp. 124-136). Springer (2021) | html | 
												
													| Psallidas, T., Koromilas, P., Giannakopoulos, T., & Spyrou, E. | Multimodal Summarization of User-Generated Videos | Applied Sciences, 11(11), 5260. (2021) | pdf | 
												
													| Psallidas, T., Mitsou, A., Pikramenos, G., Spyrou, E., & Giannakopoulos, T. | ARCHEO: A Dataset for Sound Event Detection in Areas of Touristic Interest | 2020 15th International Workshop on Semantic and Social Media Adaptation and Personalization (SMA (pp. 1-6). IEEE. | html | 
												
													| Giannakopoulos, T., Orfanidi, M., & Perantonis, S. | Athens Urban Soundscape (ATHUS): A Dataset for Urban Soundscape Quality Recognition. | In International Conference on Multimedia Modeling (pp. 338-348). Springer, Cham., 2019 | pdf | 
												
													| Pikramenos, G., Smyrnis, G., Vernikos, I., Konidaris, T., Spyrou, E., & Perantonis, S | Sentiment Analysis from Sound Spectrograms via Soft BoVW and Temporal Structure Modelling. | In ICPRAM (pp. 361-369) 2019 | pdf | 
												
													| Papakostas, Michalis, and Theodoros Giannakopoulos | Speech-music discrimination using deep visual feature extractors | Expert Systems with Applications 114 (2018): 334-344. | pdf | 
												
													| Sarafianos, N., Giannakopoulos, T., Nikou, C., & Kakadiaris, I. A. | Curriculum learning of visual attribute clusters for multi-task classification | Pattern Recognition, 80, 94-108., 2018 | pdf | 
												
													| Bougiatiotis, Konstantinos, and Theodoros Giannakopoulos | Enhanced movie content similarity based on textual, auditory and visual information. | Expert Systems with Applications 96 (2018): 86-102. | pdf | 
												
													| Papakostas, M., Tsiakas, K., Giannakopoulos, T., & Makedon, F. | Towards predicting task performance from EEG signals | 2017 IEEE International Conference on Big Data (Big Data) (pp. 4423-4425) | pdf | 
												
													| Sarafianos, N., Giannakopoulos, T., Nikou, C., & Kakadiaris, I. A. | Curriculum learning for multi-task classification of visual attributes | 2017 In Proceedings of the IEEE International Conference on Computer Vision Workshops (pp. 2608-2615) | pdf | 
												
													| Korakakis, M., Spyrou, E., Mylonas, P., & Perantonis, S. | Exploiting social media information toward a context-aware recommendation system | Social Network Analysis and Mining, 7(1), 42., 2017 | html | 
												
													| Sarafianos, N., Giannakopoulos, T., & Petridis, S. | Audio-visual speaker diarization using fisher linear semi-discriminant analysis. | Multimedia Tools and Applications, 75(1), 115-130, 2016 | pdf | 
												
													| Spyrou, E., & Mylonas, P. | Analyzing Flickr metadata to extract location-based information and semantically organize its photo content. | Neurocomputing, 172, 114-133., 2016 | html | 
												
													| Giannakopoulos Theodoros | pyaudioanalysis: An open-source python library for audio signal analysis. | PloS one 10.12 (2015): e0144610. | html |