1. 2020
  2. A pipeline for multiparty volumetric video conferencing: Transmission of point clouds over low latency DASH

    Jansen, J., Subramanyam, S., Bouqueau, R., Cernigliaro, G., Cabré, M. M., Pérez, F. & Cesar, P., 27 May 2020, MMSys 2020 - Proceedings of the 2020 Multimedia Systems Conference. Association for Computing Machinery (ACM), p. 341-344 4 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  3. Graph-time spectral analysis for atrial fibrillation

    Sun, M., Isufi, E., de Groot, N. M. S. & Hendriks, R. C., 1 May 2020, In : Biomedical Signal Processing and Control. 59, 11 p., 101915.

    Research output: Contribution to journalArticleScientificpeer-review

  4. Generative autoregressive networks for 3d dancing move synthesis from music

    Ahn, H., Kim, J., Kim, K. & Oh, S., 1 Apr 2020, In : IEEE Robotics and Automation Letters. 5, 2, p. 3501-3508 8 p., 9019619.

    Research output: Contribution to journalArticleScientificpeer-review

  5. Active Semi-Supervised Learning for Diffusions on Graphs

    Das, B., Isufi, E. & Leus, G., 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 9075-9079 5 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  6. Forecasting Multi-Dimensional Processes Over Graphs

    Natali, A., Isufi, E. & Leus, G., 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP): Proceedings. IEEE, p. 5575-5579 5 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  7. Markov-based solution for information diffusion on adaptive social networks

    Liu, C., Zhou, N., Zhan, X., Sun, G-Q. & Zhang, Z-K., 2020, In : Applied Mathematics and Computation. 380, p. 1-10 10 p., 125286.

    Research output: Contribution to journalArticleScientificpeer-review

  8. Modeling Airport Congestion Contagion by SIS Epidemic Spreading on Airline Networks

    Köstler, K., Gobardhan, R., Ceria, A. & Wang, H., 2020, Complex Networks and Their Applications VIII : Proceedings of the 8th International Conference on Complex Networks and Their Applications, COMPLEX NETWORKS 2019. Cherifi, H., Gaito, S., Mendes, J. F., Moro, E. & Rocha, L. M. (eds.). Cham: Springer, Vol. 1. p. 385-398 14 p. (Studies in Computational Intelligence; vol. 881 ).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  9. Modeling, Recognizing, and Explaining Apparent Personality from Videos

    Escalante, H. J., Kaya, H., Ali Salah, A., Escalera, S., Güç;lütürk, Y., Güçlü, U., Baro, X., Sukma Wicaksana, A., Liem, C. C. S. & More Authors, 2020, In : IEEE Transactions on Affective Computing. p. 1-18 18 p.

    Research output: Contribution to journalArticleScientificpeer-review

  10. Oracle Issues in Machine Learning and Where to Find Them

    Liem, C. C. S. & Panichella, A., 2020, Proceedings of the 8th International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering (RAISE). 7 p. (ICSEW' 20).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  11. Speech technology for unwritten languages

    Scharenborg, O., Besacier, L., Black, A. W., Hasegawa-Johnson, M., Metze, F., Neubig, G., Stueker, S., Godard, P., Mueller, M. & More Authors, 2020, In : IEEE/ACM Transactions on Audio Speech and Language Processing. 28, p. 964-975 12 p., 8998182.

    Research output: Contribution to journalArticleScientificpeer-review

  12. State-Space Network Topology Identification from Partial Observations

    Coutino, M., Isufi, E., Maehara, T. & Leus, G., 2020, In : IEEE Transactions on Signal and Information Processing over Networks. 6, p. 211-225 15 p., 9005190.

    Research output: Contribution to journalArticleScientificpeer-review

  13. Stochastic Graph Neural Networks

    Gao, Z., Isufi, E. & Ribeiro, A., 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP): Proceedings. IEEE, p. 9080-9084 5 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  14. Suppressing Information Diffusion via Link Blocking in Temporal Networks

    Zhan, X., Hanjalic, A. & Wang, H., 2020, Complex Networks and Their Applications VIII : Proceedings of the 8th International Conference on Complex Networks and Their Applications, COMPLEX NETWORKS 2019. Cherifi, H., Gaito, S., Mendes, J. F., Moro, E. & Rocha, L. M. (eds.). Cham: Springer, Vol. 1. p. 448-458 11 p. (Studies in Computational Intelligence; vol. 881 ).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  15. 2019
  16. Interweaving and enriching digital music collections for scholarship, performance, and enjoyment

    Weigl, D. M., Goebl, W., Crawford, T., Gkiokas, A., Gutierrez, N. F., Porter, A., Santos, P., Karreman, C., Vroomen, I., Liem, C. C. S., Sarasúa, Á. & Van Tilburg, M., 20 Nov 2019, Proceedings of DLfM 2019: The 6th International Conference on Digital Libraries for Musicology, a Satellite Event of ISMIR 2019. Association for Computing Machinery (ACM), p. 84-88 5 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  17. Towards stochastic simulations of relevance profiles

    Roitero, K., Brunello, A., Urbano, J. & Mizzaro, S., 3 Nov 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 2217-2220 4 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  18. Graph filtering with quantization over random time-varying graphs

    Saad, L. B., Isufi, E. & Beferull-Lozano, B., 1 Nov 2019, GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings. Institute of Electrical and Electronics Engineers (IEEE), 5 p. 8969270

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  19. Hormones in speed-dating: The role of testosterone and cortisol in attraction

    van der Meij, L., Demetriou, A., Tulin, M., Méndez, I., Dekker, P. & Pronk, T., 1 Nov 2019, In : Hormones and Behavior. 116, 12 p., 104555.

    Research output: Contribution to journalArticleScientificpeer-review

  20. Uncovering seams in distributed play of tabletop role-playing games

    Webb, A. M. & Cesar, P., 17 Oct 2019, CHI PLAY 2019 - Extended Abstracts of the Annual Symposium on Computer-Human Interaction in Play. Association for Computing Machinery (ACM), p. 773-780 8 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  21. General chairs' welcome message

    Amsaleg, L., Huet, B. & Larson, M., 15 Oct 2019, In : MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia. p. iii-v

    Research output: Contribution to journalEditorialScientific

  22. The influence of personal values on music taste: Towards value-based music recommendations

    Manolios, S., Hanjalic, A. & Liem, C. C. S., 10 Sep 2019, RecSys'19: Proceedings of the 13th ACM Conference on Recommender Systems . New York: Association for Computing Machinery (ACM), p. 501-505 5 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  23. A graph signal processing framework for atrial activity extraction

    Sun, M., Isufi, E., De Groot, N. M. S. & Hendriks, R. C., 1 Sep 2019, EUSIPCO 2019 - 27th European Signal Processing Conference. European Signal Processing Conference, EUSIPCO, Vol. 2019-September. 5 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  24. From intra-modal to inter-modal space: Multi-task learning of shared representations for cross-modal retrieval

    Choi, J., Larson, M., Friedland, G. & Hanjalic, A., 1 Sep 2019, Proceedings - 2019 IEEE 5th International Conference on Multimedia Big Data, BigMM 2019. Institute of Electrical and Electronics Engineers (IEEE), p. 1-10 10 p. 8919383

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  25. Tracking recurring patterns in time series using dynamic time warping

    Van Der Vlist, R., Taal, C. & Heusdens, R., 1 Sep 2019, EUSIPCO 2019 - 27th European Signal Processing Conference. European Signal Processing Conference, EUSIPCO, Vol. 2019-September. 5 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  26. From the lab to the OB truck: Object-based broadcasting at the FA Cup in Wembley Stadium

    RÖggla, T., Li, J., Fjellsten, S., Jansen, J., Kegel, I., Pilgrim, L., Trimby, M., Williams, D. & Cesar, P., 2 May 2019, CHI EA 2019 - Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems. Brewster, S. & Fitzpatrick, G. (eds.). New York, NY, USA: Association for Computing Machinery (ACM), 8 p. 3299038

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  27. A New Perspective on Score Standardization

    Urbano, J., De Lima, H. & Hanjalic, A., 2019, SIGIR'19 Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval . New York, USA: ACM DL, p. 1061-1064 4 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  28. Are Nearby Neighbors Relatives? Testing Deep Music Embeddings

    Kim, J., Urbano, J., Liem, C. C. S. & Hanjalic, A., 2019, In : Frontiers in Applied Mathematics an Statistics. 5, p. 1-17 17 p., 53.

    Research output: Contribution to journalArticleScientificpeer-review

  29. Audiovisual Analysis of Music Performances: Overview of an Emerging Field

    Duan, Z., Essid, S., Liem, C. C. S. & Richard, G., 2019, In : IEEE Signal Processing Magazine. 36, 1, p. 63-73 11 p., 8588405.

    Research output: Contribution to journalArticleScientificpeer-review

  30. Beyond Explicit Reports: Comparing Data-Driven Approaches to Studying Underlying Dimensions of Music Preference

    Kim, J., Manolios, S., Demetriou, A. & Liem, C., 2019, ACM UMAP 2019 - Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization. New York, NY: Association for Computing Machinery (ACM), p. 285-293 9 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  31. BlUrM(or)e: Revisiting gender obfuscation in the user-item matrix

    Strucks, C., Slokom, M. & Larson, M., 2019, RMSE 2019 Workshop on Recommendation in Multi-stakeholder Environments: Proceedings of the Workshop on Recommendation in Multi-stakeholder Environments co-located with the 13th ACM Conference on Recommender Systems (RecSys 2019. Burke, R., Abdollahpouri, H., Malthouse, E., Thai, KP. & Zhang, Y. (eds.). CEUR-WS.org, p. 1-5 5 p. (CEUR Workshop Proceedings; vol. 2440).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  32. Characterizing temporal bipartite networks - Sequential- Versus cross-tasking

    Peters, L. J. J. M., Cai, J. J. & Wang, H., 2019, Complex Networks and Their Applications VII: Proceedings The 7th International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2018. Aiello, L. M., Cherifi, C., Cherifi, H., Lambiotte, R., Lió, P. & Rocha, L. M. (eds.). 1 ed. Cham: Springer, Vol. 2. p. 28-39 12 p. (Studies in Computational Intelligence; vol. 813).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  33. Controllability of bandlimited graph processes over random time varying graphs

    Gama, F., Isufi, E., Ribeiro, A. & Leus, G., 2019, In : IEEE Transactions on Signal Processing. 67, 24, p. 6440-6454 15 p., 8892652.

    Research output: Contribution to journalArticleScientificpeer-review

  34. CorrFeat: Correlation-based feature extraction algorithm using skin conductance and pupil diameter for emotion recognition

    Zhang, T., Ali, A. E., Wang, C., Zhu, X. & Cesar, P., 2019, ICMI'19 : Proceedings of the 2019 International Conference on Multimodal Interaction. Gao, W., Ling Meng, H. M., Turk, M., Fussell, S. R., Schuller, B., Schuller, B., Song, Y. & Yu, K. (eds.). New York: Association for Computing Machinery (ACM), p. 404-408 5 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  35. Data masking for recommender systems: Prediction performance and rating hiding

    Slokom, M., Larson, M. & Hanjalic, A., 2019, ACM RecSys LBR 2019 ACM RecSys 2019 Late-breaking Results: Proceedings of ACM RecSys 2019 Late-breaking Results co-located with the 13th ACM Conference on Recommender Systems (RecSys 2019). Tkalcic, M. & Pera, S. (eds.). CEUR-WS.org, p. 21-25 5 p. (CEUR Workshop Proceedings; vol. 2431).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  36. Degree-biased random walk for large-scale network embedding

    Zhang, Y., Shi, Z., Feng, D. & Zhan, X., 2019, In : Future Generation Computer Systems. 100, p. 198-209 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  37. Impact of structural balance on Self-Avoiding Pruning Walk

    Qu, C. & Wang, H., 2019, In : Physica A: Statistical Mechanics and its Applications. 524, p. 362-374 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  38. Information diffusion backbones in temporal networks

    Zhan, X., Hanjalic, A. & Wang, H., 2019, In : Scientific Reports. 9, 1, p. 1-12 12 p., 6798.

    Research output: Contribution to journalArticleScientificpeer-review

  39. Make Some Noise: Unleashing the Power of Convolutional Neural Networks for Profiled Side-channel Analysis

    Kim, J. H., Picek, S., Heuser, A., Bhasin, S. & Hanjalic, A., 2019, In : IACR Transactions on Cryptographic Hardware and Embedded Systems. 2019, 3, p. 148-179 27 p.

    Research output: Contribution to journalArticleScientificpeer-review

  40. Mapping by Observation: Building a User-Tailored Conducting System From Spontaneous Movements

    Sarasua, A., Urbano, J. & Gómez, E., 2019, In : Frontiers in Digital Humanities. 6, p. 1-19 19 p., 3.

    Research output: Contribution to journalArticleScientificpeer-review

  41. Measuring and understanding photo sharing experiences in social virtual reality

    Li, J., Kong, Y., Röggla, T., De Simone, F., Ananthanarayan, S., De Ridder, H., El Ali, A. & Cesar, P., 2019, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. New York, NY, USA: Association for Computing Machinery (ACM), 14 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  42. Music in Use: Novel perspectives on content-based music Retrieval

    Yadati, K., 2019, 111 p.

    Research output: ThesisDissertation (TU Delft)

  43. Observing Bandlimited Graph Processes from Subsampled Measurements

    Isufi, E., Banelli, P., Di Lorenzo, P. & Leus, G., 2019, 2018 52nd Asilomar Conference on Signals, Systems, and Computers. Matthews, M. B. (ed.). IEEE, p. 737-741 5 p. 8645200

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  44. On predicting individual video viewing experience: The value of user information

    Zhu, Y., 2019, 114 p.

    Research output: ThesisDissertation (TU Delft)

  45. On the Limits of Finite-Time Distributed Consensus Through Successive Local Linear Operations

    Coutino, M., Isufi, E., Maehara, T. & Leus, G., 2019, 2018 52nd Asilomar Conference on Signals, Systems, and Computers. Matthews, M. B. (ed.). Piscataway, NJ, USA: IEEE, p. 993-997 5 p. 8645186

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  46. On the Transferability of Spectral Graph Filters

    Levie, R., Isufi, E. & Kutyniok, G., 2019, SampTa 2019: 13th International conference on Sampling Theory and Applications: Bordeaux, France. Amini, A. (ed.). SampTA, 5 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientific

  47. One deep music representation to rule them all? A comparative analysis of different representation learning strategies

    Kim, J., Urbano, J., Liem, C. C. S. & Hanjalic, A., 2019, In : Neural Computing and Applications. p. 1-27 27 p.

    Research output: Contribution to journalArticleScientificpeer-review

  48. Overview of the Multimedia Information Processing for Personality & Social Networks Analysis Contest

    Ramírez, G., Villatoro, E., Ionescu, B., Escalante, H. J., Escalera, S., Larson, M., Müller, H. & Guyon, I., 2019, Pattern Recognition and Information Forensics : ICPR 2018 International Workshops, CVAUI, IWCF, and MIPPSNA, Revised Selected Papers. Sidère, N., Zhang, Z., Tian, Y., Jair Escalante, H., Suter, D. & Branzan Albu, A. (eds.). Cham: Springer, p. 127-139 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11188 LNCS).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  49. Proceedings of the 20th International Society for Music Information Retrieval Conference

    Flexer, A. (ed.), Peeters, G. (ed.), Urbano, J. (ed.) & Volk, A. (ed.), 2019, International Society for Music Information Retrieval (ISMIR). 973 p.

    Research output: Book/ReportBook editingScientificpeer-review

  50. Remembering winter was coming: Character-oriented video summaries of TV series

    Bost, X., Gueye, S., Labatut, V., Larson, M., Linarès, G., Malinas, D. & Roth, R., 2019, In : Multimedia Tools and Applications. 78, 24, p. 35373-35399 27 p.

    Research output: Contribution to journalArticleScientificpeer-review

  51. Self-avoiding pruning random walk on signed network

    Wang, H., Qu, C., Jiao, C. & Ruszel, W., 2019, In : New Journal of Physics. 21, 19 p., 035001.

    Research output: Contribution to journalArticleScientificpeer-review

  52. Spotivibes: Tagging playlist vibes with colors

    Abderrazik, H., Angela, G., Brouwer, H., Janse, H., Lutz, S., Smitskamp, G., Manolios, S. & Liem, C. C. S., 2019, IntRS 2019 Interfaces and Human Decision Making for Recommender Systems 2019: Proceedings of the 6th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems co-located with 13th ACM Conference on Recommender Systems(RecSys 2019). Brusilovsky, P., de Gemmis, M., Felfernig, A., Lops, P., O’Donovan, J., Semeraro, G. & Willemsen, M. C. (eds.). CEUR-WS.org, p. 55-59 5 p. (CEUR Workshop Proceedings; vol. 2450).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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