1. 2019
  2. 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 2019 - 13th ACM Conference on Recommender Systems. Association for Computing Machinery (ACM), p. 501-505 5 p.

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

  3. 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

  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. 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

  7. 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, In : CEUR Workshop Proceedings. 2450, p. 55-59 5 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  8. Towards creating a non-synthetic group recommendation dataset

    Rijlaarsdam, M., Scholten, S. & Liem, C. C. S., 2019, In : CEUR Workshop Proceedings. 2462

    Research output: Contribution to journalConference articleScientificpeer-review

  9. 2018
  10. 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

  11. 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

  12. 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

  13. 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

  14. 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/Report/Conference proceedingConference contributionScientificpeer-review

  15. 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/Report/Conference proceedingConference contributionScientificpeer-review

  16. 2017
  17. 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

  18. 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/Report/Conference proceedingConference contributionScientificpeer-review

  19. Capturing the Meaning of Complex Texts about Music

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

    Research output: Contribution to conferenceAbstractScientific

  20. 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/Report/Conference proceedingConference contributionScientificpeer-review

  21. 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/Report/Conference proceedingConference contributionScientificpeer-review

  22. 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 Computer Society, Vol. 2017-July. p. 1664-1669 6 p. 8014946

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

  23. 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

  24. On the Automatic Identification of Music for Common Activities

    Yadati, K., Liem, C. C. S., Larson, M. & Hanjalic, A., 2017, Proceedings of the 2017 ACM International Conference on Multimedia Retrieval. New York: Association for Computing Machinery (ACM), p. 192-200 9 p.

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

  25. Sequences of Diverse Song Recommendations: An exploratory study in a commercial system

    Tintarev, N., Lofi, C. & Liem, C. C. S., 2017, p. 391-392. 2 p.

    Research output: Contribution to conferenceAbstractScientific

  26. 2016
  27. Crowdsourcing audience perspectives on classical music

    Liem, C. CS., 26 Sep 2016, 2016 IEEE International Conference on Multimedia Expo Workshops (ICMEW). Piscataway, NJ: IEEE, p. 1-6 6 p.

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

  28. From Water Music to ‘Underwater Music': Multimedia Soundtrack Retrieval with Social Mass Media Resources

    Liem, C. CS., 10 Aug 2016, Research and Advanced Technology for Digital Libraries: 20th International Conference on Theory and Practice of Digital Libraries (TPDL). Fuhr, N., Kovács, L., Risse, T. & Nejdl, W. (eds.). Springer, p. 227-238 12 p. (Lecture Notes in Computer Science; vol. 9819).

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

  29. Go With the Flow: When Listeners use Music as Technology

    Demetriou, A., Larson, M. & Liem, C. C. S., Aug 2016, Proceedings of the 17th International Society for Music Information Retrieval Conference: ISMIR 2016. International Society for Music Information Retrieval (ISMIR), p. 292-298 7 p.

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

  30. On detecting the playing/non-playing activity of musicians in symphonic music videos

    Bazzica, A., Liem, CCS. & Hanjalic, A., 2016, In : Computer Vision and Image Understanding. 144, p. 188-204 17 p.

    Research output: Contribution to journalArticleScientificpeer-review

  31. Personalized Retrieval and Browsing of Classical Music and Supporting Multimedia Material

    Tkalčič, M., Schedl, M., Liem, C. C. S. & Melenhorst, M. S., 2016, ICMR 2016 - Proceedings of the 2016 ACM International Conference on Multimedia Retrieval. New York, NY: Association for Computing Machinery (ACM), p. 393-396 4 p.

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

  32. Using social media to reveal social and collective perspectives on music

    Iren, D., Liem, C. C. S., Yang, J. & Bozzon, A., 2016, WebSci '16: Proceedings of the 8th ACM Conference on Web Science. New York, NY: Association for Computing Machinery (ACM), p. 296-300 5 p.

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

  33. 2015
  34. A Tablet App to Enrich the Live and Post-Live Experience of Classical Concerts

    Melenhorst, MS., van der Sterren, R., Arzt, A., Martorell, A. & Liem, CCS., 2015, Proceedings of the 3rd International Workshop on Interactive Content Consumption (WSICC). Kaiser, R., Meixner, B., Jager, J., Tonndorf, K., Niamut, OA. & Marston, D. (eds.). New York: Association for Computing Machinery (ACM), p. 1-2 2 p. (Ceur Workshop Proceedings; vol. 1516).

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

  35. Comparative Analysis of Orchestral Performance Recordings: An Image-Based Approach

    Liem, CCS. & Hanjalic, A., 2015, Proceedings of the 16th International Society for Music Information Retrieval Conference. Muller, M. & Wiering, F. (eds.). Piscataway: IEEE Society, p. 302-308 7 p.

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

  36. Exploring Microblog Activity for the Prediction of Hyperlink Anchors in Television Broadcasts

    Vliegendhart, R., Liem, CCS. & Larson, MA., 2015, Proceedings of the MediaEval 2015 Workshop. Larson, M., Ionescu, B., Sjoberg, M., Anguera, X., Poignant, J., Riegler, M., Eskevich, M., Hauff, C., Sutcliffe, R., Jones, GJF., Yang, YH., Soleymani, M. & Papadopoulos, S. (eds.). Aachen: CEUR-WS, p. 1-3 3 p. (Ceur Workshop Proceedings; vol. 1436).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

  37. Mass Media Musical Meaning: Opportunities from the Collaborative Web

    Liem, CCS., 2015, Proceedings of the 11th International Symposium on Computer Music Multidisciplinary Research (CMMR). Aramaki, M., Kronland-Martinet, R. & Ystad, S. (eds.). Marseille: The Laboratory of Mechanics and Acoustics, p. 689-696 8 p.

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

  38. Multifaceted approaches to music information retrieval

    Liem, CCS., 2015, Delft: Cynthia C. S. Liem. 156 p.

    Research output: ThesisDissertation (TU Delft)Scientific

  39. PHENICX: Innovating the classical music experience

    Liem, CCS., Gomez, E. & Schedl, M., 2015, Proceedings of the 2015 IEEE International Conference on Multimedia and Expo Workshops, ICMEW. s.n. (ed.). Piscataway: IEEE Society, p. 1-4 4 p.

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

  40. Put the Concert Attendee in the Spotlight. A User-Centered Design and Development Approach for Classical Concert Applications

    Melenhorst, MS. & Liem, CCS., 2015, Proceedings of the 16th International Society for Music Information Retrieval Conference. Muller, M. & Wiering, F. (eds.). Piscataway: IEEE Society, p. 800-806 7 p.

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

  41. 2014
  42. Exploiting instrument-wise playing/non-playing labels for score synchronization of symphonic music

    Bazzica, A., Liem, CCS. & Hanjalic, A., 2014, Proceedings 15th International Society for Music Information Retrieval Conference. Wang, H-M., Yang, Y-H. & Lee, JH. (eds.). Taipei, Taiwan: International Society for Music Information Retrieval (ISMIR), p. 201-206 6 p.

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

  43. 2013
  44. Innovating the Classical music experience in the PHENICX project: use cases and initial user feedback

    Liem, CCS., van der Sterren, R., van Tilburg, M., Sarasua, A., van den Bosch, JJ., Janer, J., Melenhorst, MS., Gomez, E. & Hanjalic, A., 2013, Proceedings of 1st International Workshop on Interactive Content Consumption (WSICC) at EuroITV 2013. Kaiser, R. (ed.). Como, Italy: WSICC, p. 1-2 2 p.

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

  45. Looking beyond sound: unsupervised analysis of musician videos

    Liem, CCS., Bazzica, A. & Hanjalic, A., 2013, Proceedings of the 2013, 14th workshop on Image Analysis for Multimedia Interactive Services (WIAMIS). SN (ed.). New York, NY, USA: IEEE Society, p. 1-4 4 p.

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

  46. When music makes a scene - Characterizing music in multimedia contexts via user scene descriptions

    Liem, CCS., Larson, MA. & Hanjalic, A., 2013, In : International Journal of Multimedia Information Retrieval. 2, 1, p. 15-30 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

  47. 2012
  48. MuseSync: standing on the shoulders of Hollywood

    Liem, CCS., Bazzica, A. & Hanjalic, A., 2012, Proceedings of the 20th ACM international conference on Multimedia. SN (ed.). NY, NY, USA: Association for Computing Machinery (ACM), p. 1383-1384 2 p.

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

  49. Music information retrieval: An inspirational guide to transfer from related disciplines

    Weiniger, F., Schuller, B., Liem, CCS., Kurth, F. & Hanjalic, A., 2012, Multimodal Music Processing. Muller, M., Goto, M. & Schedl, M. (eds.). Saarbrucken/Wadem, Germany: Schloss Dagstuhl¿Leibniz-Zentrum für Informatik - Dagstuhl Publishing, p. 195-216 22 p. (Dagstuhl Follow-Ups; vol. 3).

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

  50. Music information technology and professional stakeholder audiences: Mind the adoption gap

    Liem, CCS., Rauber, A., Lidy, T., Lewis, R., Raphael, C., Reiss, JD., Crawford, T. & Hanjalic, A., 2012, Multimodal Music Processing. Muller, M., Goto, M. & Schedl, M. (eds.). Saarbrucken/Wadern, Germany: Schloss Dagstuhl¿Leibniz-Zentrum für Informatik - Dagstuhl Publishing, p. 227-246 20 p. (Dagstuhl Follow-Ups; vol. 3).

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

  51. User-aware music retrieval

    Schedl, M., Stober, S., Gomez, E., Orio, N. & Liem, CCS., 2012, Multimodal Music Processing. Muller, M., Goto, M. & Schedl, M. (eds.). Saaerbrucken/Wadern, Germany: Schloss Dagstuhl¿Leibniz-Zentrum für Informatik - Dagstuhl Publishing, p. 135-156 22 p. (Dagstuhl Follow-Ups; vol. 3).

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

  52. 2009
  53. Cover song retrieval: a comparative study of system component choises

    Liem, CCS. & Hanjalic, A., 2009, Proceedings of the 10th International Society for Music Information Retrieval Conference. K. Yoshii K. Hirata, G. T. (ed.). s.l.: International Society for Music Information Retrieval (ISMIR), p. 573-578 6 p.

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

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