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

  53. Statistical Significance Testing in Information Retrieval: An Empirical Analysis of Type I, Type II and Type III Errors

    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. 505-514 10 p.

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

  54. Study of the performance of automatic speech recognition systems in speakers with Parkinson’s Disease

    Moro-Velazquez, L., Cho, J., Watanabe, S., Hasegawa-Johnson, M. A., Scharenborg, O., Kim, H. & Dehak, N., 2019, Proceedings of Interspeech 2019. Kubin, G., Hain, T., Schuller, B., Zarka, D. E. & Hodl, P. (eds.). ISCA, Vol. 2019-September. p. 3875-3879 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

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

  55. THE ACOUSTICBRAINZ GENRE DATASET: MULTI-SOURCE, MULTI-LEVEL, MULTI-LABEL, AND LARGE-SCALE

    Bogdanov, D., Porter, A., Schreiber, H., Urbano, J. & Oramas, S., 2019, International Society for Music Information Retrieval Conference 2019. p. 360-367 8 p.

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

  56. Talker-familiarity benefit in non-native recognition memory and word identification: The role of listening conditions and proficiency

    Drozdova, P., van Hout, R. & Scharenborg, O., 2019, In : Attention, Perception, and Psychophysics. 81, 5, p. 1675-1697 23 p.

    Research output: Contribution to journalArticleScientificpeer-review

  57. Temporal information gathering process for node ranking in time-varying networks

    Qu, C., Zhan, X., Wang, G., Wu, J. & Zhang, Z., 2019, In : Chaos. 29, 3, p. 1-17 17 p., 033116.

    Research output: Contribution to journalArticleScientificpeer-review

  58. Temporal interpolation of dynamic digital humans using convolutional neural networks

    Viola, I., Mulder, J., De Simone, F. & Cesar, P., 2019, Proceedings - 2019 IEEE International Conference on Artificial Intelligence and Virtual Reality, AIVR 2019. Institute of Electrical and Electronics Engineers (IEEE), p. 90-97 8 p. 8942286

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

  59. The AcousticBrainz Genre Dataset: Music Genre Recognition with Annotations from Multiple Sources

    Bogdanov, D., Porter, A., Schreiber, H., Urbano, J. & Oramas, S., 2019, International Society for Music Information Retrieval Conference. p. 360-367

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

  60. The Time-Course of Phoneme Category Adaptation in Deep Neural Networks

    Ni, J., Hasegawa-Johnson, M. & Scharenborg, O., 2019, Statistical Language and Speech Processing: 7th International Conference, SLSP 2019. Martín-Vide, C., Purver, M. & Pollak, S. (eds.). Cham: Springer, p. 3-15 13 p. (Part of the Lecture Notes in Computer Science book series, Also part of the Lecture Notes in Artificial Intelligence book sub series ; vol. 11816).

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

  61. The Virtual Reality Scenario Method: Moving from Imagination to Immersion in Criminal Decision-making Research

    van Gelder, J-L., de Vries, R. E., Demetriou, A., van Sintemaartensdijk, I. & Donker, T., 2019, In : Journal of Research in Crime and Delinquency. 56, 3, p. 451-480 30 p.

    Research output: Contribution to journalArticleScientificpeer-review

  62. The neural correlates underlying lexically-guided perceptual learning

    Scharenborg, O., Koemans, J., Smith, C., Hasegawa-Johnson, M. & Federmeier, K. D., 2019, Proceedings of Interspeech 2019. Kubin, G., Hain, T., Schuller, B., Zarka, D. E. & Hodl, P. (eds.). ISCA, p. 1223-1227 5 p.

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

  63. The representation of speech and its processing in the human brain and deep neural networks

    Scharenborg, O., 2019, Speech and Computer: 21st International Conference, SPECOM 2019, Proceedings. Salah, A. A., Karpov, A. & Potapova, R. (eds.). Cham: Springer, p. 1-8 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11658 LNAI).

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

  64. The representation of speech in deep neural networks

    Scharenborg, O., van der Gouw, N., Larson, M. & Marchiori, E., 2019, MultiMedia Modeling: 25th International Conference, MMM 2019, Proceedings. Kompatsiaris, I., Huet, B., Mezaris, V., Gurrin, C., Cheng, W-H. & Vrochidis, S. (eds.). Part II ed. Cham: Springer, p. 194-205 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11296 LNCS).

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

  65. Towards creating a non-synthetic group recommendation dataset

    Rijlaarsdam, M., Scholten, S. & Liem, C. C. S., 2019, ImpactRS 2019 Impact of Recommender Systems 2019: Proceedings of the 1st Workshop on the Impact of Recommender Systems co-located with 13th ACM Conference on Recommender Systems (ACM RecSys 2019). Shalom, O. S., Jannach, D. & Guy, I. (eds.). CEUR-WS.org, p. 1-5 5 p. (CEUR Workshop Proceedings; vol. 2462).

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

  66. Up close, but not too personal: Hypotargeting for recommender systems

    Larson, M. & Slokom, M., 2019, ImpactRS 2019 Impact of Recommender Systems 2019: Proceedings of the 1st Workshop on the Impact of Recommender Systems co-located with 13th ACM Conference on Recommender Systems (ACM RecSys 2019). Shalom, O. S., Jannach, D. & Guy, I. (eds.). CEUR-WS.org, p. 1-2 2 p. (CEUR Workshop Proceedings; vol. 2462).

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

  67. Why listening in background noise is harder in a non-native language than in a native language: A review

    Scharenborg, O. & van Os, M., 2019, In : Speech Communication. 108, p. 53-64 12 p.

    Research output: Contribution to journalReview articleScientificpeer-review

  68. 2018
  69. Advanced Factorization Models for Recommender Systems

    Loni, B., 5 Dec 2018, 151 p.

    Research output: ThesisDissertation (TU Delft)

  70. Methods for Inferring the Phone Set of an Unwritten Language

    Hasegawa-Johnson, M., Chen, W. & Scharenborg, O., 15 Oct 2018. 1 p.

    Research output: Contribution to conferenceAbstractScientific

  71. Visualizing Phoneme Category Adaptation in Deep Neural Networks

    Scharenborg, O., Tiesmeyer, S., Hasegawa-Johnson, M. & Dehak, N., 3 Sep 2018, Proceedings of Interspeech 2018. Yegnanarayana, B. (ed.). India: International Speech Communication Association, p. 1482-1486 5 p.

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

  72. A new production platform for authoring object-based multiscreen TV viewing experiences

    Li, J., Röggla, T., Glancy, M., Jansen, J. & Cesar, P., 25 Jun 2018, TVX 2018 - Proceedings of the 2018 ACM International Conference on Interactive Experiences for TV and Online Video. Association for Computing Machinery (ACM), p. 115-126 12 p.

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

  73. Experiencing virtual reality together: Social VR use case study

    Gunkel, S., Stokking, H., Prins, M., Niamut, O., Siahaan, E. & Cesar, P., 25 Jun 2018, TVX 2018 - Proceedings of the 2018 ACM International Conference on Interactive Experiences for TV and Online Video. Association for Computing Machinery (ACM), p. 233-238 6 p.

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

  74. 4G/LTE channel quality reference signal trace data set

    Meixner, B., Kleinrouweler, J. W. & Cesar, P., 12 Jun 2018, Proceedings of the 9th ACM Multimedia Systems Conference, MMSys 2018. New York, NY , USA: Association for Computing Machinery (ACM), p. 387-392 6 p.

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

  75. Designing an object-based preproduction tool for multiscreen TV viewing

    Li, J., Zheng, Z., Meixner, B., Glancy, M., Cesar, P. & Röggla, T., 20 Apr 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery (ACM), Vol. 2018-April. LBW600

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

  76. Designing the club of the future with data: A case study on collaboration of creative industries

    Cabrero, S., Jansen, J., Cesar, P., Röggla, T. & Shamma, D. A., 20 Apr 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery (ACM), Vol. 2018-April. p. 1-9 9 p. CS06

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

  77. Immersion and togetherness: How live visualization of audience engagement can enhance music events

    Shirzadian, N., Redi, J. A., Röggla, T., Panza, A., Nack, F. & Cesar, P., 1 Jan 2018, Advances in Computer Entertainment Technology - 14th International Conference, ACE 2017, Proceedings. Springer, Vol. 10714 LNCS. p. 488-507 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10714 LNCS).

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

  78. A Semi-Automatic and Low-Cost Method to Learn Patterns for Named Entity Recognition

    Marrero, M. & Urbano, J., 2018, In : Natural Language Engineering. 24, 1, p. 39-75 37 p.

    Research output: Contribution to journalReview articleScientificpeer-review

  79. Annotating, Understanding, and Predicting Long-term Video Memorability

    Cohendet, R., Yadati, K., Duong, N. Q. K. & Demarty, C. H., 2018, ICMR 2018 - Proceedings of the 2018 ACM International Conference on Multimedia Retrieval. Aizawa, K., Lew, M. & Satoh, S. (eds.). New York, NY, USA: Association for Computing Machinery (ACM), p. 178-186 9 p.

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

  80. Blind Image Quality Assessment via Vector Regression and Object Oriented Pooling

    Gu, J., Meng, G., Redi, J. A., Xiang, S. & Pan, C., 2018, In : IEEE Transactions on Multimedia. 20, 5, p. 1140-1153 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  81. Building an ASR System for Mboshi Using A Cross-language Definition of Acoustic Units Approach

    Scharenborg, O., Ebel, P., Ciannella, F., Hasegawa-Johnson, M. & Dehak, N., 2018, Proceedings of the 6th Workshop on Spoken Language Technologies for Under-resourced Languages (SLTU): 29-31 August 2018, Gurugram, India. New Delhi, India: ISCA, p. 167-171 5 p.

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

  82. Comparing recommender systems using synthetic data

    Slokom, M., 2018, RecSys '18 : Proceedings of the 12th ACM Conference on Recommender Systems. New York, NY: Association for Computer Machinery, p. 548-552 5 p.

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

  83. Coupling dynamics of epidemic spreading and information diffusion on complex networks

    Zhan, X., Liu, C., Zhou, G., Zhang, Z-K., Sun, G-Q., Zhu, J. J. H. & Jin, Z., 2018, In : Applied Mathematics and Computation. 332, p. 437-448 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  84. Detecting Socially Significant Music Events using Temporally Noisy Labels

    Yadati, K., Larson, M., Liem, C. C. S. & Hanjalic, A., 2018, In : IEEE Transactions on Multimedia. 20, 9, p. 2526-2540 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  85. Epidemic dynamics on information-driven adaptive networks

    Zhan, X., Liu, C., Sun, G-Q. & Zhang, Z-K., 2018, In : Chaos, Solitons and Fractals. 108, p. 196-204 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  86. Geo-Distinctive Visual Element Matching for Location Estimation of Images

    Li, X., Larson, M. & Hanjalic, A., 2018, In : IEEE Transactions on Multimedia. 20, 5, p. 1179-1194 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

  87. High-efficiency crystalline silicon solar cell architectures

    Zeman, M., Yang, G., Moya, P. P., Limodio, G., Zhao, Y., Weeber, A. & Isabella, O., 2018, ASDAM 2018 - Proceedings: 12th International Conference on Advanced Semiconductor Devices and Microsystems. Donoval, D., Breza, J. & Vavrinsky, E. (eds.). Institute of Electrical and Electronics Engineers (IEEE), 6 p. 8544475

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

  88. How Do Crowdworker Communities and Microtask Markets Influence Each Other? A Data-Driven Study on Amazon Mechanical Turk

    Yang, J., van der Valk, C., Hoßfeld, T., Redi, J. & Bozzon, A., 2018, 6th AAAI Conference on Human Computation and Crowdsourcing: HCOMP 2018. Cambridge, MA: American Association for Artificial Intelligence (AAAI), p. 193-202 10 p.

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

  89. Identifying Spreading Sources and Influential Nodes of Hot Events on Social Networks

    Zhou, N., Zhan, X., Ma, Q., Lin, S., Zhang, J. & Zhang, Z-K., 2018, Complex Networks and Their Applications VI : Proceedings of Complex Networks 2017 (The 6th International Conference on Complex Networks and Their Applications). Cherifi, C., Cherifi, H., Karsai, M. & Musolesi, M. (eds.). Cham: Springer, p. 946-954 9 p. (Studies in Computational Intelligence; vol. 689).

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

  90. Improving mobile video quality through predictive channel quality based buffering

    Kleinrouweler, J. W., Meixner, B., Bosman, J., Van Den Berg, H., Van Der Mei, R. & Cesar, P., 2018, Proceedings of the 30th International Teletraffic Congress, ITC 2018. Altman, E., Bianchi, G. & Zinner, T. (eds.). Institute of Electrical and Electronics Engineers (IEEE), p. 236-244 9 p. 8493080

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

  91. Modeling of information diffusion on social networks with applications to WeChat

    Liu, L., Qu, B., Chen, B., Hanjalic, A. & Wang, H., 2018, In : Physica A: Statistical Mechanics and its Applications. 496, p. 318-329 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  92. Music in newspapers: Interdisciplinary opportunities and data-related challenges

    Liem, C. C. S., 2018, DLfM '18 Proceedings of the 5th International Conference on Digital Libraries for Musicology . New York: Association for Computing Machinery (ACM), p. 47-51 5 p.

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

  93. New Signals in Multimedia Systems and Applications

    Cesar, P., Singh, V., Jain, R., Sebe, N. & Oliver, N., 2018, In : IEEE Multimedia. 25, 1, p. 12-13 2 p.

    Research output: Contribution to journalEditorialScientific

  94. Novelty-based cognitive processes in unstructured music-making settings in early childhood

    Charisi, V., Liem, C. C. S. & Gómez, E., 2018, 2018 Joint IEEE 8th International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob) . IEEE, p. 218-223 6 p. 8761027

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

  95. On the Performance of Convolutional Neural Networks for Side-Channel Analysis

    Picek, S., Samiotis, I. P., Kim, J., Heuser, A., Bhasin, S. & Legay, A., 2018, Security, Privacy, and Applied Cryptography Engineering: 8th International Conference, SPACE 2018, Kanpur, India, December 15-19, 2018, Proceedings. Chattopadhyay, A., Rebeiro, C. & Yarom, Y. (eds.). Cham: Springer, p. 157-176 20 p. (Lecture Notes in Computer Science; vol. 11348).

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

  96. Performance analysis of a video quality ruler methodology for subjective quality assessment

    Freitas, P. G., Silva, A. F., Redi, J. A. & Farias, M. C. Q., 2018, In : Journal of Electronic Imaging. 27, 5, p. 1-10 10 p., 053020.

    Research output: Contribution to journalArticleScientificpeer-review

  97. Psychology Meets Machine Learning: Interdisciplinary Perspectives on Algorithmic Job Candidate Screening

    Liem, C. C. S., Langer, M., Demetriou, A., Hiemstra, A. M. F., Achmadnoer Sukma Wicaksana, S., Born, M. P. & König, C. J., 2018, Explainable and Interpretable Models in Computer Vision and Machine Learning. Jair Escalante, H., Escalera, S., Guyon, I., Baró, X. & Güçlütürk, Y. (eds.). Cham: Springer, p. 197-253 57 p. (The Springer Series on Challenges in Machine Learning).

    Research output: Chapter in Book/Conference proceedings/Edited volumeChapterScientific

  98. Semantic-aware blind image quality assessment

    Siahaan, E., Hanjalic, A. & Redi, J. A., 2018, In : Signal Processing: Image Communication. 60, p. 237-252 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

  99. Statistical Analysis of Results in Music Information Retrieval: Why and How

    Urbano, J. & Flexer, A., 2018. 4 p.

    Research output: Contribution to conferenceAbstractScientific

  100. Stochastic Simulation of Test Collections: Evaluation Scores

    Urbano, J. & Nagler, T., 2018, SIGIR'18 : The 41st International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, NY: Association for Computing Machinery (ACM), p. 695-704 10 p.

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

  101. The Accuracy of the Demographic Inferences Shown on Google's Ad Settings

    Tschantz, M. C., Egelman, S., Choi, J., Weaver, N. & Friedland, G., 2018, WPES'18 : Proceedings of the 2018 Workshop on Privacy in the Electronic Society. New York, NY: Association for Computing Machinery (ACM), p. 33-41 9 p.

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

  102. The Conversation Continues: The Effect of Lyrics and Music Complexity of Background Music on Spoken-Word Recognition

    Scharenborg, O. & Larson, M., 2018, Proceedings of Interspeech 2018. Yegnanarayana, B. (ed.). International Speech Communication Association, p. 2280-2284 5 p.

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

  103. The MatchNMingle dataset: A novel multi-sensor resource for the analysis of social interactions and group dynamics in-the-wild during free-standing conversations and speed dates

    Cabrera-Quiros, L., Demetriou, A., Gedik, E., van der Meij, L. & Hung, H., 2018, In : IEEE Transactions on Affective Computing. PP, 99, p. 1-17 17 p.

    Research output: Contribution to journalArticleScientificpeer-review

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