Research Output

2019

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

3 Citations (Scopus)

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

Open Access
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6 Downloads (Pure)

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

1 Citation (Scopus)

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

Open Access
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4 Downloads (Pure)

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

3 Citations (Scopus)

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

Open Access
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4 Citations (Scopus)
82 Downloads (Pure)

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

Open Access
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20 Downloads (Pure)

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

Open Access
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27 Downloads (Pure)

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

Open Access
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1 Citation (Scopus)
6 Downloads (Pure)

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

Open Access
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1 Citation (Scopus)
7 Downloads (Pure)

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. 1-16 16 p., 033116.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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9 Citations (Scopus)
101 Downloads (Pure)

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

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

Open Access
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16 Downloads (Pure)

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

Open Access
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6 Downloads (Pure)

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

Open Access
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20 Downloads (Pure)

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

Open Access
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2 Downloads (Pure)

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

Open Access
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8 Downloads (Pure)

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

Open Access
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2 Citations (Scopus)
52 Downloads (Pure)

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

Open Access
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5 Downloads (Pure)

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

Open Access
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6 Citations (Scopus)
95 Downloads (Pure)

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

Open Access
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1 Citation (Scopus)
16 Downloads (Pure)

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

Open Access
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18 Downloads (Pure)

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

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

Open Access
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18 Downloads (Pure)

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

Open Access
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12 Downloads (Pure)

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

3 Citations (Scopus)
2018

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

1 Citation (Scopus)

Advanced Factorization Models for Recommender Systems

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

Research output: ThesisDissertation (TU Delft)

Open Access
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613 Downloads (Pure)

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

7 Citations (Scopus)

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

16 Citations (Scopus)

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

Open Access
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2 Citations (Scopus)
42 Downloads (Pure)

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

20 Citations (Scopus)

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

Open Access
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53 Downloads (Pure)

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

2 Citations (Scopus)

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

Open Access
File
52 Citations (Scopus)
4 Downloads (Pure)

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

5 Citations (Scopus)

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

1 Citation (Scopus)

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

Open Access
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29 Downloads (Pure)

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

Open Access
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7 Citations (Scopus)
6 Downloads (Pure)

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

Open Access
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6 Citations (Scopus)
22 Downloads (Pure)

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

Open Access
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3 Citations (Scopus)
44 Downloads (Pure)

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

2 Downloads (Pure)

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

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

Open Access
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1 Citation (Scopus)
1 Downloads (Pure)

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

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

Open Access
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1 Citation (Scopus)
9 Downloads (Pure)

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

File
15 Downloads (Pure)

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

Open Access
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19 Citations (Scopus)
13 Downloads (Pure)

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

Open Access
File
32 Downloads (Pure)

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

Open Access
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2 Citations (Scopus)
25 Downloads (Pure)