| Combining LSTM and feed forward neural networks for conditional rhythm composition D Makris, M Kaliakatsos-Papakostas, I Karydis, KL Kermanidis International conference on engineering applications of neural networks, 570-582, 2017 | 58 | 2017 |
| Generating lead sheets with affect: A novel conditional seq2seq framework D Makris, KR Agres, D Herremans 2021 international joint conference on neural networks (IJCNN), 1-8, 2021 | 40 | 2021 |
| Hierarchical recurrent neural networks for conditional melody generation with long-term structure G Zixun, D Makris, D Herremans 2021 international joint conference on neural networks (IJCNN), 1-8, 2021 | 36 | 2021 |
| Predicting emotion from music videos: exploring the relative contribution of visual and auditory information to affective responses P Chua, D Makris, D Herremans, G Roig, K Agres arXiv preprint arXiv:2202.10453, 2022 | 32 | 2022 |
| Conditional neural sequence learners for generating drums’ rhythms D Makris, M Kaliakatsos-Papakostas, I Karydis, KL Kermanidis Neural Computing and Applications 31 (6), 1793-1804, 2019 | 29 | 2019 |
| The greek music dataset D Makris, I Karydis, S Sioutas Proceedings of the 16th International Conference on Engineering Applications …, 2015 | 23 | 2015 |
| The greek audio dataset D Makris, KL Kermanidis, I Karydis IFIP International Conference on Artificial Intelligence Applications and …, 2014 | 17 | 2014 |
| Learning and creating novel harmonies in diverse musical idioms: An adaptive modular melodic harmonisation system M Kaliakatsos-Papakostas, D Makris, C Tsougras, E Cambouropoulos Journal of Creative Music Systems 1 (1), 2016 | 15 | 2016 |
| Conditional drums generation using compound word representations D Makris, G Zixun, M Kaliakatsos-Papakostas, D Herremans International conference on computational intelligence in music, sound, art …, 2022 | 14 | 2022 |
| Automatic melodic harmonization: An overview, challenges and future directions D Makris, I Kayrdis, S Sioutas Trends in music information seeking, behavior, and retrieval for creativity …, 2016 | 14 | 2016 |
| Could you help me to change the variables? Comparing instruction to encouragement for teaching programming D Makris, K Euaggelopoulos, K Chorianopoulos, MN Giannakos Proceedings of the 8th Workshop in Primary and Secondary Computing Education …, 2013 | 13 | 2013 |
| Probabilistic Modular Bass Voice Leading in Melodic Harmonisation. D Makris, MA Kaliakatsos-Papakostas, E Cambouropoulos ISMIR, 323-329, 2015 | 12 | 2015 |
| Deepdrum: An adaptive conditional neural network D Makris, M Kaliakatsos-Papakostas, KL Kermanidis arXiv preprint arXiv:1809.06127, 2018 | 11 | 2018 |
| VISA3: Refining the voice integration/segregation algorithm D Makris, I Karydis, E Cambouropoulos Sound and music computing conference (SMC 2016), 2016 | 8 | 2016 |
| Learning and blending harmonies in the context of a melodic harmonisation assistant M Kaliakatsos-Papakostas, D Makris, A Zacharakis, C Tsougras, ... IFIP international conference on artificial intelligence applications and …, 2016 | 6 | 2016 |
| A probabilistic approach to determining bass voice leading in melodic harmonisation D Makris, M Kaliakatsos-Papakostas, E Cambouropoulos International Conference on Mathematics and Computation in Music, 128-134, 2015 | 6 | 2015 |
| Generating lead sheets with affect: A novel conditional seq2seq framework. In 2021 Int. Joint Conf. on Neural Networks (IJCNN) D Makris, KR Agres, D Herremans IEEE, 2021 | 3 | 2021 |
| A machine learning approach for midi to guitar tablature conversion M Kaliakatsos-Papakostas, G Bastas, D Makris, D Herremans, ... arXiv preprint arXiv:2510.10619, 2025 | 2 | 2025 |
| HarmonyTok: Comparing methods for harmony tokenization for machine learning M Kaliakatsos-Papakostas, D Makris, K Soiledis, KT Tsamis, V Katsouros, ... Information 16 (9), 759, 2025 | 2 | 2025 |
| Diffusion-Inspired Masked Language Modeling for Symbolic Harmony Generation on a Fixed Time Grid M Kaliakatsos-Papakostas, D Makris, K Soiledis, KT Tsamis, V Katsouros, ... Applied Sciences 15 (17), 9513, 2025 | 1 | 2025 |
Maximos Kaliakatsos-PapakostasHellenic Mediterranean UniversityVerified email at hmu.gr
