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Mr. Manos Schinas -
Publications

Journals

  1. C. Koutlis, M. Schinas, S. Papadopoulos, "MemeTector: enforcing deep focus for meme detection.", International Journal of Multimedia Information Retrieval,12. 2023. DOI: 10.1007/s13735-023-00277-6
  2. C. Koutlis, M. Schinas, S. Papadopoulos, "MemeTector: Enforcing deep focus for meme detection.", International Journal of Multimedia Information Retrieval. 2022.
  3. C. Koutlis, S. Papadopoulos, M. Schinas, I. Kompatsiaris, "LAVARNET: Neural network modeling of causal variable relationships for multivariate time series forecasting", Applied Soft Computing, vol. 96, p. 106685, 2020.
  4. C. Koutlis, M. Schinas, S. Papadopoulos, I. Kompatsiaris, "GAP: Geometric Aggregation of Popularity Metrics", Information, vol. 11, no. 6, p. 323, 2020.
  5. G. Petkos, M. Schinas, S. Papadopoulos, I. Kompatsiaris, "Graph-based multimodal clustering for social multimedia", Multimedia Tools and Applications, vol. 76, no. 6, pp. 7897–7919, 2017.
  6. M. Schinas, S. Papadopoulos, I. Kompatsiaris, P. Mitkas, "MGraph: multimodal event summarization in social media using topic models and graph-based ranking", International Journal of Multimedia Information Retrieval, 5(1), 51-69, 2016.

Conference

  1. C. Koutlis, M. Schinas, S. Papadopoulos, "MemeFier: Dual-stage Modality Fusion for Image Meme Classification.", In Proceedings of the 2023 ACM International Conference on Multimedia Retrieval (ICMR '23). Association for Computing Machinery, New York, NY, USA, 586–591. https://doi.org/10.1145/3591106.3592254
  2. M. Schinas, P. Galopoulos, S. Papadopoulos, "MAAM: Media Asset Annotation and Management.", In Proceedings of the 2023 ACM International Conference on Multimedia Retrieval (ICMR '23). Association for Computing Machinery, New York, NY, USA, 659–663. https://doi.org/10.1145/3591106.3592232
  3. C. Koutlis, M. Schinas, V. Gkatziaki, S. Papadopoulos, I. Kompatsiaris, "Data-driven song recognition estimation using collective memory dynamics models", In Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, 4-8 November 2019. (accepted)
  4. M. Vogiatzi, Ch. Keratidis, M. Schinas, S. Diplaris, S. Yümlü, P. Forbes, S. Papadopoulos, P. Syropoulou, L. Apostolidis, I. Kompatsiaris, M. Symeonidou, "The STEP Project: Societal and Political Engagement of Young People in Environmental Issues", In: Kompatsiaris I. et al. (eds) Internet Science. INSCI 2017. Lecture Notes in Computer Science, vol 10673, pp 148-156, Springer, Cham, https://doi.org/10.1007/978-3-319-70284-1_12
  5. M. Schinas, S. Papadopoulos, L. Apostolidis, I. Kompatsiaris, P. Mitkas, "Open-source monitoring, search and analytics over social media", in International Conference on Internet Science, 2017, pp. 361–369.
  6. M. Schinas, S. Papadopoulos, G. Petkos, I. Kompatsiaris, P. Mitkas, "Multimodal Graph-based Event Detection and Summarization in Social Media Streams", In Proceedings of the 23rd Annual ACM Conference on Multimedia Conference (pp. 189-192). ACM.
  7. M. Schinas, S. Papadopoulos, G. Petkos, I. Kompatsiaris, P. Mitkas, "Multimodal Event Detection and Summarization in Large Scale Image Collections", Proc. International Conference on Multimedia Retrieval (ICMR), Shanghai, China, June 23-26, 2015.
  8. M. Riga, G. Petkos, S. Papadopoulos, M. Schinas, I. Kompatsiaris, "CERTH@ MediaEval 2014 Social Event Detection Task.", In MediaEval 2014 Workshop Proceedings.
  9. M. Riga, G. Petkos, S. Papadopoulos, M. Schinas, I. Kompatsiaris, "CERTH @ MediaEval 2014 Social Event Detection Task", Proc. MediaEval 2014 Multimedia Benchmark Workshop, Barcelona, Catalunya, Spain, October 16-17, 2014.
  10. M. Schinas, S. Papadopoulos, I. Kompatsiaris, P. Mitkas, "StreamGrid: Summarization of Large Scale Events using Topic Modelling and Temporal Analysis.", In Proceedings of the 1st International Workshop on Social Multimedia and Storytelling co-located with ACM International Conference on Multimedia Retrieval (ICMR 2014).

Books Chapters

  1. M. Schinas, S. Papadopoulos, I. Kompatsiaris, P. Mitkas, "Event Detection and Retrieval on Social Media", 2018, arXiv preprint arXiv:1807.03675. (accepted in book “Social Media Analytics: Advances and Applications” to be published by CRC Press)
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