1. 2019
  2. 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/Report/Conference proceedingConference contributionScientificpeer-review

  3. 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/Report/Conference proceedingConference contributionScientificpeer-review

  4. 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

  5. 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/Report/Conference proceedingConference contributionScientificpeer-review

  6. 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/Report/Conference proceedingConference contributionScientificpeer-review

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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/Report/Conference proceedingConference contributionScientificpeer-review

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

    Yadati, K., 2019, 111 p.

    Research output: ThesisDissertation (TU Delft)Scientific

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

    Zhu, Y., 2019, 114 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  14. 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

  15. 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.). Springer Verlag, 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/Report/Conference proceedingConference contributionScientificpeer-review

  16. 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

  17. 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/Report/Conference proceedingConference contributionScientificpeer-review

  18. 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

  19. 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

  20. 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

  21. 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 Verlag, 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/Report/Conference proceedingConference contributionScientificpeer-review

  22. 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

  23. 2018
  24. Advanced Factorization Models for Recommender Systems

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

    Research output: ThesisDissertation (TU Delft)Scientific

  25. 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

  26. 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/Report/Conference proceedingConference contributionScientificpeer-review

  27. 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/Report/Conference proceedingConference contributionScientificpeer-review

  28. 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/Report/Conference proceedingConference contributionScientificpeer-review

  29. 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/Report/Conference proceedingConference contributionScientificpeer-review

  30. 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/Report/Conference proceedingConference contributionScientificpeer-review

  31. 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. CS06

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  32. 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 Verlag, 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/Report/Conference proceedingConference contributionScientificpeer-review

  33. 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

  34. 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/Report/Conference proceedingConference contributionScientificpeer-review

  35. 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

  36. 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/Report/Conference proceedingConference contributionScientificpeer-review

  37. 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/Report/Conference proceedingConference contributionScientificpeer-review

  38. 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

  39. 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

  40. 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

  41. 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

  42. 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 Inc., 6 p. 8544475

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  43. 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/Report/Conference proceedingConference contributionScientificpeer-review

  44. 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/Report/Conference proceedingConference contributionScientificpeer-review

  45. 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 Inc., p. 236-244 9 p. 8493080

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  46. 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

  47. 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/Report/Conference proceedingConference contributionScientificpeer-review

  48. 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

  49. 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/Report/Conference proceedingConference contributionScientificpeer-review

  50. 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/Report/Conference proceedingConference contributionScientificpeer-review

  51. 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

  52. 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/Report/Conference proceedingChapterScientific

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