Research Output

2018

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

Open Access
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7 Downloads (Pure)

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

16 Citations (Scopus)

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

1 Citation (Scopus)

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

Open Access
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311 Downloads (Pure)

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

10 Citations (Scopus)

simIReff: Stochastic Simulation for IR Evaluation Research: Effectiveness Scores

Urbano, J., 2018

Research output: Non-textual formSoftwareScientific

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

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

Research output: Contribution to conferenceAbstractScientific

Open Access
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16 Downloads (Pure)

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

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

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

2 Citations (Scopus)

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

Open Access
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4 Downloads (Pure)
Open Access
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18 Citations (Scopus)
26 Downloads (Pure)

The MediaEval 2018 AcousticBrainz Genre Task: Content-based Music Genre Recognition from Multiple Sources

Bogdanov, D., Porter, A., Urbano, J. & Schreiber, H., 2018, Working Notes Proceedings of the MediaEval 2018 Workshop. Larson, M., Arora, P., Demarty, C-H., Riegler, M., Bischke, B., Dellandrea, E., Lux, M., Porter, A. & Jones, G. J. F. (eds.). p. 1-3 3 p. (CEUR Workshop Proceedings; vol. 2283).

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

Open Access
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11 Downloads (Pure)

The Role of Articulatory Feature Representation Quality in a Computational Model of Human Spoken-Word Recognition

Scharenborg, O. & Merkx, D., 2018, Proceedings of the Machine Learning in Speech and Language Processing Workshop. Hyderabad, India, p. 1-3 3 p.

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

Open Access
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26 Downloads (Pure)

Towards Individual QoE for Multiparty Videoconferencing

Schmitt, M., Redi, J., Bulterman, D. & Cesar, P., 2018, In : IEEE Transactions on Multimedia. 20, 7, p. 1781-1795 15 p.

Research output: Contribution to journalArticleScientificpeer-review

6 Citations (Scopus)

Towards Seed-Free Music Playlist Generation: Enhancing collaborative Filtering with Playlist Title Information

Kim, J., Won, M., Liem, C. C. S. & Hanjalic, A., 2018, RecSys Challenge '18 : Proceedings of the ACM Recommender Systems Challenge 2018 . New York: Association for Computing Machinery (ACM), p. 1-6 6 p. a14

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

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

Towards the next generation of multi-criteria recommender systems

Li, Z., 2018, RecSys '18 : Proceedings of the 12th ACM Conference on Recommender Systems. New York, NY: Association for Computer Machinery, p. 553-557 5 p.

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

Transfer Learning of Artist Group Factors to Musical Genre Classification

Kim, J., Won, M., Serra, X. & Liem, C. C. S., 2018, WWW'18 Companion Proceedings of the The Web Conference 2018. Republic and Canton of Geneva, Switzerland: International World Wide Web Conferences Steering Committee, p. 1929-1934 6 p.

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

Open Access
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29 Downloads (Pure)

User-centric Evaluation of Recommender Systems in Social Learning Platforms: Accuracy is Just the Tip of the Iceberg

Fazeli, S., Drachsler, H., Bitter-Rijpkema, M., Brouns, F., van der Vegt, W. & Sloep, P. B., 2018, In : IEEE Transactions on Learning Technologies. 11, 3, p. 294 - 306 13 p.

Research output: Contribution to journalArticleScientificpeer-review

6 Citations (Scopus)

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

File
4 Citations (Scopus)
2 Downloads (Pure)

Visual Quality of Experience: A Metric-Driven Perspective

Siahaan, E., 2018, 143 p.

Research output: ThesisDissertation (TU Delft)

Open Access
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15 Downloads (Pure)

Workflow Support for Live Object-Based Broadcasting

Jansen, J., Cesar, P. & Bulterman, D., 2018, DocEng'18: Proceedings of the ACM Symposium on Document Engineering 2018. New York, NY: Association for Computing Machinery (ACM), p. 1-10 10 p. a10

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

2017

Adversarial Cross-Modal Retrieval

Wang, B., Yang, Y., Xing, X., Hanjalic, A. & Shen, H. T., 2017, MM 2017 - Proceedings of the 2017 ACM Multimedia Conference. New York: Association for Computing Machinery (ACM), p. 154-162 9 p.

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

191 Citations (Scopus)

A Formalization of Relative Local Tempo Variations in Collections of Performances

Peperkamp, J., Hildebrandt, K. & Liem, C., 2017, Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017. International Society for Music Information Retrieval (ISMIR), p. 158-164 8 p.

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

Open Access
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24 Downloads (Pure)

A Stream-based Resource for Multi-Dimensional Evaluation of Recommender Algorithms

Kille, B., Lommatzsch, A., Hopfgartner, F., Larson, M. & de Vries, A. P., 2017, Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2017. New York, NY: Association for Computing Machinery (ACM), p. 1257-1260 4 p.

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

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

Capturing the Meaning of Complex Texts about Music

Sutcliffe, R. & Liem, C., 2017, p. 1-2. 2 p.

Research output: Contribution to conferenceAbstractScientific

Open Access
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25 Downloads (Pure)

CitRec 2017: International Workshop on Recommender Systems for Citizens

Yang, J., Sun, Z., Bozzon, A., Zhang, J. & Larson, M., 27 Aug 2017, Proceedings of the 11th ACM Conference on Recommender Systems, RecSys 2017. New York: Association for Computing Machinery (ACM), p. 388-389 2 p.

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

Open Access
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40 Downloads (Pure)

CLEF NewsREEL 2017 Overview: Offline and Online Evaluation of Stream-based News Recommender Systems

Kille, B., Lommatzsch, A., Hopfgartner, F., Larson, M. & Brodt, T., 2017, CLEF 2017 Working Notes : Conference and Labs of the Evaluation Forum. Cappellato, L., Ferro, N., Goeuriot, L. & Mandl, T. (eds.). CEUR, p. 1-13 13 p. (CEUR Workshop Proceedings; vol. 1866).

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

Open Access
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38 Downloads (Pure)

CLEF NewsREEL 2017 Overview: Contextual Bandit News Recommendation

Liang, Y., Loni, B. & Larson, M., 2017, CLEF 2017 Working Notes : Conference and Labs of the Evaluation Forum. Cappellato, L., Ferro, N., Goeuriot, L. & Mandl, T. (eds.). CEUR, p. 1-13 13 p. (CEUR Workshop Proceedings; vol. 1866).

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

Open Access
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45 Downloads (Pure)

CLEF NewsREEL 2017 Overview: A Stream-Based Recommender Task for Evaluation and Education

Lommatzsch, A., Kille, B., Hopfgartner, F., Larson, M. & Brodt, T., 2017, Experimental IR Meets Multilinguality, Multimodality, and Interaction: 8th International Conference of the CLEF Association, CLEF 2017, Proceedings. Jones, G. J. F., Lawless, S., Gonzalo, J., Kelly, L., Goeuriot, L., Mandl, T., Cappellato, L. & Ferro, N. (eds.). Cham: Springer, p. 239-254 16 p. (Lecture Notes in Computer Science; vol. 10456).

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

Creative Artefacts and Digital Technology: Enriching Urban Societies through Interactive Experiences

Liem, C. C. S. & Quitmeyer, A., 2017, Proceedings of the 2017 ACM SIGCHI Conference on Creativity and Cognition, C&C '17. New York, NY: Association for Computing Machinery (ACM), p. 561-563 3 p.

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

CWI-ADE2016 Dataset: Sensing nightclubs through 40 million BLE packets

Cabrero, S., Jansen, J., Röggla, T., Guerra-Gomez, J. A., Shamma, D. A. & Cesar, P., 2017, Proceedings of the 8th ACM Multimedia Systems Conference, MMSys 2017. New York, NY: Association for Computing Machinery (ACM), p. 181-186 6 p.

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

4 Citations (Scopus)

Data Driven Modeling of Continuous Time Information Diffusion in Social Networks

Liu, L., Chen, B., Qu, B., He, L. & Qiu, X., 2017, Proceedings - 2017 IEEE 2nd International Conference on Data Science in Cyberspace, DSC 2017. Piscataway, NJ: IEEE, p. 655-660 6 p. 8005546

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

3 Citations (Scopus)

DUT-MMSR at MediaEval 2017: Predicting Media Interestingness Task

Reza Aditya Permadi, R., Septian Gilang Permana Putra, S., Helmiriawan, H. & Liem, C., 2017, Working Notes Proceedings of the MediaEval 2017 Workshop. Gravier, G., Bischke, B., Demarty, C-H., Zaharieva, M., Riegler, M., Dellandrea, E., Bogdanov, D., Sutcliffe, R., Jones, G. J. F. & Larson, M. (eds.). p. 1-3 3 p. (CEUR Workshop Proceedings; vol. 1984).

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

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

Dynamic processes on complex networks: The role of heterogeneity

Qu, B., 5 Sep 2017, 139 p.

Research output: ThesisDissertation (TU Delft)

Open Access
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35 Downloads (Pure)

Efficient Depth-aware Image Deformation Adaptation for Curved Screen Displays

Lu, S-P., Cesar Garcia, P., Florea, R-M., Schelkens, P. & Munteanu, A., 2017, Thematic Workshops'17: Proceedings of the on Thematic Workshops of ACM Multimedia 2017. New York: Association for Computing Machinery (ACM), p. 442-450 9 p.

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

4 Citations (Scopus)

Enhancing music events using physiological sensor data

Röggla, T., Shirzadian, N., Zheng, Z., Panza, A. & Cesar, P., 23 Oct 2017, MM 2017 - Proceedings of the 2017 ACM Multimedia Conference. Association for Computing Machinery (ACM), p. 1239-1240 2 p.

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

Epidemic mitigation via awareness propagation in communication networks: The role of time scales

Wang, H., Chen, C., Qu, B. & Li, D., 2017, In : New Journal of Physics. 19, 7, p. 1-15 15 p., 073039.

Research output: Contribution to journalArticleScientificpeer-review

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

eTheatre: Connecting with the remote audiences

Wang, C., Geelgoed, E. & Cesar Garcia, P., 2017, Chinese CHI 2017 Proceedings of 5th International Symposium of Chinese CHI. New York, USA: Association for Computing Machinery (ACM), Vol. Part F128362. p. 1-10 10 p.

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

Exploiting scene maps and spatial relationships in quasi-static scenes for video face clustering

Bazzica, A., Liem, C. C. S. & Hanjalic, A., 1 Jan 2017, In : Image and Vision Computing. 57, p. 25-43 19 p.

Research output: Contribution to journalArticleScientificpeer-review

1 Citation (Scopus)

Exploiting visual-based intent classification for diverse social image retrieval

Wang, B. & Larson, M., 2017, Working Notes Proceedings of the MediaEval 2017 Workshop. Gravier, G., Bischke, B., Demarty, C-H., Zaharieva, M., Riegler, M., Dellandrea, E., Bogdanov, D., Sutcliffe, R., Jones, G. J. F. & Larson, M. (eds.). p. 1-3 3 p. (CEUR Workshop Proceedings; vol. 1984).

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

Open Access
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51 Downloads (Pure)

Heterogeneous recovery rates against SIS epidemics in directed networks

Qu, B., Hanjalic, A. & Wang, H., 2017, 2014 7th International Conference on Network Games, Control and Optimization, NetGCoop 2014. Piscataway, NJ: IEEE, p. 173-179 7 p. 7943413

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

2 Citations (Scopus)

Human-Explainable Features for Job Candidate Screening Prediction

Achmadnoer Sukma Wicaksana, S. & Liem, C. C. S., 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2017. IEEE, Vol. 2017-July. p. 1664-1669 6 p. 8014946

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

2 Citations (Scopus)

Improving Video Quality in Crowded Networks Using a DANE

Kleinrouweler, J. W., Meixner, B. & Cesar Garcia, P., 2017, Proceedings of the 27th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, NOSSDAV 2017. New York, NY: Association for Computing Machinery (ACM), p. 73-78 6 p.

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

13 Citations (Scopus)

Incorporating Crowd Perspectives into Multimedia Retrieval Systems

Vliegendhart, R., 2017, 137 p.

Research output: ThesisDissertation (TU Delft)

Open Access
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151 Downloads (Pure)

Information diffusion on communication networks based on Big Data analysis

Zhou, N., Zhan, X., Lin, S., Yang, S-H., Liu, C., Sun, G-Q. & Zhang, Z-K., 2017, In : The Electronic Library: the international journal for the application of technology in information environments. 35, 4, p. 745-757 13 p.

Research output: Contribution to journalArticleScientificpeer-review

1 Citation (Scopus)

Mobile instant video sharing: Does more information help?

Kleinrouweler, J. W., Bajo, F., Meixner, B., Cabrero, S. & Cesar, P., 23 Oct 2017, Thematic Workshops 2017 - Proceedings of the Thematic Workshops of ACM Multimedia 2017, co-located with MM 2017. Association for Computing Machinery (ACM), p. 153-160 8 p.

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

Multimedia Research: What Is the Right Approach?

Hanjalic, A., 2017, In : IEEE Multimedia. 24, 2, p. 4-6 3 p., 7924266.

Research output: Contribution to journalReview articleScientificpeer-review

1 Citation (Scopus)

Multimedia Technologies for Enriched Music Performance, Production, and Consumption

Liem, C. C. S., Gómez, E. & Tzanetakis, G., 2017, In : IEEE Multimedia. 24, 1, p. 20-23 4 p., 7849096.

Research output: Contribution to journalReview articleScientificpeer-review

2 Citations (Scopus)

Multimodal Video-to-Video Linking: Turning to the Crowd for Insight and Evaluation

Eskevich, M., Larson, M., Aly, R., Sabetghadam, S., Jones, G. J. F., Ordelman, R. & Huet, B., 2017, MultiMedia Modeling: 23rd International Conference, MMM 2017, proceedings. Amsaleg, L., Þór Guðmundsson, G., Gurrin, C., Þór Jónsson, B. & Satoh, S. (eds.). Part II ed. Cham: Springer, p. 280-292 13 p. (Lecture Notes in Computer Science; vol. 10133).

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

3 Citations (Scopus)

Multi-Screen Director: A New Role in the TV Production Workflow?

Meixner, B., Glancy, M., Rogers, M., Ward, C., Röggla, T. & Cesar Garcia, P., 2017, TVX '17 Adjunct : Adjunct Publication of the 2017 ACM International Conference on Interactive Experiences for TV and Online Video. New York: Association for Computing Machinery (ACM), p. 57-62 6 p.

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

4 Citations (Scopus)