Our Publications

Emmanouil Krasanakis, Symeon Papadopoulos, & Ioannis Kompatsiaris. (2020, November 11). Stopping Personalized PageRank without an Error Tolerance Parameter (preprint of accepted manuscript). Zenodo. http://doi.org/10.5281/zenodo.4268694
 
 
 
 
 

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Copy of the paper “Extending Deep Rhythm for Tempo and Genre Estimation Using Complex Convolutions, Multitask Learning and Multi-input Network”, presented by Hadrien Foroughmand, Geoffroy Peeters, at the Joint (Virtual) Conference on AI Music Creativity, Stockholm, Sweden, October 19-23, 2020. http://doi.org/10.5281/zenodo.4275870.  
 

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Emmanouil Krasanakis, Symeon Papadopoulos, Yiannis Kompatsiaris, Applied Network Science 5, 48 (2020). https://doi.org/10.1007/s41109-020-00287-x. Published 06 August 2020 
 

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Christos Koutlis, Symeon Papadopoulos, Manos Schinas, Ioannis Kompatsiaris, Applied Soft Computing, 2020, https://doi.org/10.1016/j.asoc.2020.106685
 
 

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Koutlis, C.; Schinas, M.; Papadopoulos, S.; Kompatsiaris, I. GAP: Geometric Aggregation of Popularity Metrics. Information 2020, 11, 323. https://doi.org/10.3390/info11060323. Published: 15 June 2020
 

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Mignot, R. and Peeters, G., 2019. An Analysis of the Effect of Data Augmentation Methods: Experiments for a Musical Genre Classification Task. Transactions of the International Society for Music Information Retrieval, 2(1), pp.97–110. DOI: http://doi.org/10.5334/tismir.26. Published: 18 December 2019
 
 

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Krasanakis E., Papadopoulos S., Kompatsiaris Y. (2020) LinkAUC: Unsupervised Evaluation of Multiple Network Node Ranks Using Link Prediction. In: Cherifi H., Gaito S., Mendes J., Moro E., Rocha L. (eds) Complex Networks and Their Applications VIII. COMPLEX NETWORKS 2019. Studies in Computational Intelligence, vol 881. Springer, Cham.
First Online: 26 November 2019. http://doi.org/10.1007/978-3-030-36687-2_1
 
 
 
 
 

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Copy of the paper “Music retiler: Using NMF2D source separation for audio mosaicing”, presented by IRCAM at Proceedings of the Audio Mostly 2018 on Sound in Immersion and Emotion, Wrexham, United Kingdom, 12 – 14 September, 2018.
 

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Copy of the paper “Deep-rhythm for tempo estimation and rhythm pattern recognition”, to be presented by IRCAM at 20th conference of the International Society for Music Information Retrieval (ISMIR2019), Delft, Netherlands, 4-8 November 2019.
 

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A copy of the paper “Boosted seed oversampling for local community ranking” by CERTH at Elsevier Journal (Information Processing and Management), accepted 3 June 2019, https://doi.org/10.1016/j.ipm.2019.06.002.
 

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Copy of the paper “Data-Driven Song Recognition Estimation Using Collective Memory Dynamics Models”, to be presented by CERTH at 20th conference of the International Society for Music Information Retrieval (ISMIR2019), Delft, Netherlands, 4-8 November 2019. 
 
 

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Copy of the paper “VenueRank: Identifying Venues That Contribute To Artist Popularity”, presented by CERTH in the 19th International Society for Music Information Retrieval Conference took place in Paris, France, from September 23-27, 2018, with more than 430 participants. 
 
 
 
 
 

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FuturePulse official press release!
 

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