Research Output

2020

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

Open Access
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13 Downloads (Pure)

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

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

Can't trust the feeling? How open data reveals unexpected behavior of high-level music descriptors

Liem, C. C. S. & Mostert, C., 2020, (In preparation) Proceedings of the 21st International Society for Music Information Retrieval Conference.

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

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4 Downloads (Pure)

Designing a social VR clinic for medical consultations

Li, J., Chen, G., De Ridder, H. & Cesar, P., 25 Apr 2020, CHI EA 2020 - Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery (ACM), 3382836. (Conference on Human Factors in Computing Systems - Proceedings).

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

Designing real-time, continuous emotion annotation techniques for 360° VR videos

Xue, T., Ghosh, S., Ding, G., El Ali, A. & Cesar, P., 2020, CHI EA 2020 - Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems. New York, NY, USA: Association for Computing Machinery (ACM), 3382895. (Conference on Human Factors in Computing Systems - Proceedings).

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

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

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

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

Information Diffusion on Temporal Networks

Zhan, X., 22 Sep 2020, 124 p.

Research output: ThesisDissertation (TU Delft)

Open Access
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4 Downloads (Pure)

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

5 Citations (Scopus)

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

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

Observing and tracking bandlimited graph processes from sampled measurements

Isufi, E., Banelli, P., Di Lorenzo, P. & Leus, G., 2020, In : Signal Processing. 177, p. 1-13 13 p., 107749.

Research output: Contribution to journalArticleScientificpeer-review

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

Open Access
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86 Downloads (Pure)

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

Open Access
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28 Downloads (Pure)

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

Open Access
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33 Downloads (Pure)

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

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

2019

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

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

Open Access
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23 Downloads (Pure)

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

Open Access
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26 Downloads (Pure)

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

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

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

Open Access
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81 Downloads (Pure)

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

Open Access
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22 Downloads (Pure)

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

1 Citation (Scopus)

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

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

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

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

Open Access
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22 Downloads (Pure)

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

1 Citation (Scopus)

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

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

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

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

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

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

1 Citation (Scopus)

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

1 Citation (Scopus)

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

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

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

Open Access
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13 Downloads (Pure)

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

Open Access
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13 Downloads (Pure)

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

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

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

4 Citations (Scopus)

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

Yadati, K., 2019, 111 p.

Research output: ThesisDissertation (TU Delft)

Open Access
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80 Downloads (Pure)

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

Open Access
File
2 Citations (Scopus)
137 Downloads (Pure)

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

Zhu, Y., 2019, 114 p.

Research output: ThesisDissertation (TU Delft)

Open Access
File
109 Downloads (Pure)

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

2 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)
81 Downloads (Pure)