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Cynthia C. S. Liem

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affiliation: Delft University of Technology, Netherlands
affiliation: Bell Labs Europe, Hilversum, The Netherlands

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2020 – today

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2023
[c58]
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Antony Bartlett, Cynthia C. S. Liem, Annibale Panichella:
On the Strengths of Pure Evolutionary Algorithms in Generating Adversarial Examples. SBFT 2023: 1-8
[c57]
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Cynthia C. S. Liem, Andrew M. Demetriou:
Treat societally impactful scientific insights as open-source software artifacts. ICSE (SEIS) 2023: 150-156
[c56]
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Andra-Georgiana Sav, Andrew M. Demetriou, Cynthia C. S. Liem:
Annotation Practices in Societally Impactful Machine Learning Applications: What are Popular Recommender Systems Models Actually Trained On? Perspectives@RecSys 2023
[i15]
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  - journals/corr/abs-2302-05669
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Cynthia C. S. Liem, Andrew M. Demetriou:
Treat societally impactful scientific insights as open-source software artifacts. CoRR abs/2302.05669 (2023)
[i14]
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Sandy Manolios, Catholijn M. Jonker, Cynthia C. S. Liem:
Registered Report : Perception of Other's Musical Preferences Based on Their Personal Values. CoRR abs/2302.10088 (2023)
[i13]
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  - journals/corr/abs-2308-07198
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Patrick Altmeyer, Arie van Deursen, Cynthia C. S. Liem:
Explaining Black-Box Models through Counterfactuals. CoRR abs/2308.07198 (2023)
[i12]
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  - journals/corr/abs-2308-08187
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Patrick Altmeyer, Giovan Angela, Aleksander Buszydlik, Karol Dobiczek, Arie van Deursen, Cynthia C. S. Liem:
Endogenous Macrodynamics in Algorithmic Recourse. CoRR abs/2308.08187 (2023)
[i11]
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  - journals/corr/abs-2308-16389
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Haven Kim, Keunwoo Choi, Mateusz Modrzejewski, Cynthia C. S. Liem:
The Biased Journey of MSD_AUDIO.ZIP. CoRR abs/2308.16389 (2023)
2022
[j10]
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Hugo Jair Escalante, Heysem Kaya, Albert Ali Salah, Sergio Escalera, Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Stéphane Ayache, Evelyne Viegas, Furkan Gürpinar, Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem, Marcel A. J. van Gerven, Rob van Lier:
Modeling, Recognizing, and Explaining Apparent Personality From Videos. IEEE Trans. Affect. Comput. 13(2): 894-911 (2022)
[c55]
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Han-Yin Huang, Cynthia C. S. Liem:
Social Inclusion in Curated Contexts: Insights from Museum Practices. FAccT 2022: 300-309
[c54]
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Jaehun Kim, Cynthia C. S. Liem:
The power of deep without going deep? A study of HDPGMM music representation learning. ISMIR 2022: 116-124
[c53]
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Ioannis Petros Samiotis, Christoph Lofi, Shaad Alaka, Cynthia C. S. Liem, Alessandro Bozzon:
Scriptoria: A Crowd-powered Music Transcription System. WWW (Companion Volume) 2022: 256-259
[i10]
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  - journals/corr/abs-2205-05192
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Han-Yin Huang, Cynthia C. S. Liem:
Social Inclusion in Curated Contexts: Insights from Museum Practices. CoRR abs/2205.05192 (2022)
[i9]
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  - journals/corr/abs-2209-00371
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Savvina Daniil, Mirjam Cuper, Cynthia C. S. Liem, Jacco van Ossenbruggen, Laura Hollink:
Hidden Author Bias in Book Recommendation. CoRR abs/2209.00371 (2022)
2021
[c52]
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Annibale Panichella, Cynthia C. S. Liem:
What Are We Really Testing in Mutation Testing for Machine Learning? A Critical Reflection. ICSE (NIER) 2021: 66-70
[c51]
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Burak Yildiz, Hayley Hung, Jesse H. Krijthe, Cynthia C. S. Liem, Marco Loog, Gosia Migut, Frans A. Oliehoek, Annibale Panichella, Przemyslaw Pawelczak, Stjepan Picek, Mathijs de Weerdt, Jan van Gemert:
ReproducedPapers.org: Openly Teaching and Structuring Machine Learning Reproducibility. RRPR 2021: 3-11
[i8]
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  - journals/corr/abs-2103-01341
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Annibale Panichella, Cynthia C. S. Liem:
What Are We Really Testing in Mutation Testing for Machine Learning? A Critical Reflection. CoRR abs/2103.01341 (2021)
2020
[j9]
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Jaehun Kim, Julián Urbano, Cynthia C. S. Liem, Alan Hanjalic:
One deep music representation to rule them all? A comparative analysis of different representation learning strategies. Neural Comput. Appl. 32(4): 1067-1093 (2020)
[c50]
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David M. Weigl, Werner Goebl, Alex Hofmann, Tim Crawford, Federico Zubani, Cynthia C. S. Liem, Alastair Porter:
Read/Write Digital Libraries for Musicology. DLfM 2020: 48-52
[c49]
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Cynthia C. S. Liem, Annibale Panichella:
Oracle Issues in Machine Learning and Where to Find Them. ICSE (Workshops) 2020: 483-488
[c48]
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Cynthia C. S. Liem, Chris Mostert:
Can't trust the feeling? How open data reveals unexpected behavior of high-level music descriptors. ISMIR 2020: 240-247
[c47]
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Jaehun Kim, Andrew M. Demetriou, Sandy Manolios, Maria Stella Tavella, Cynthia C. S. Liem:
Butter Lyrics Over Hominy Grit: Comparing Audio and Psychology-Based Text Features in MIR Tasks. ISMIR 2020: 861-868
[c46]
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Ioannis Petros Samiotis, Sihang Qiu, Andrea Mauri, Cynthia C. S. Liem, Christoph Lofi, Alessandro Bozzon:
Microtask Crowdsourcing for Music Score Transcriptions: An Experiment with Error Detection. ISMIR 2020: 901-907
[i7]
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  - journals/corr/abs-2012-01172
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Burak Yildiz, Hayley Hung, Jesse H. Krijthe, Cynthia C. S. Liem, Marco Loog, Gosia Migut, Frans A. Oliehoek, Annibale Panichella, Przemyslaw Pawelczak, Stjepan Picek, Mathijs de Weerdt, Jan van Gemert:
ReproducedPapers.org: Openly teaching and structuring machine learning reproducibility. CoRR abs/2012.01172 (2020)
[i6]
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  - journals/corr/abs-2012-08387
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Cynthia C. S. Liem, Annibale Panichella:
Run, Forest, Run? On Randomization and Reproducibility in Predictive Software Engineering. CoRR abs/2012.08387 (2020)

2010 – 2019

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2019
[j8]
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Jaehun Kim, Julián Urbano, Cynthia C. S. Liem, Alan Hanjalic:
Are Nearby Neighbors Relatives? Testing Deep Music Embeddings. Frontiers Appl. Math. Stat. 5: 53 (2019)
[j7]
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Zhiyao Duan, Slim Essid, Cynthia C. S. Liem, Gaël Richard, Gaurav Sharma:
Audiovisual Analysis of Music Performances: Overview of an Emerging Field. IEEE Signal Process. Mag. 36(1): 63-73 (2019)
[c45]
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David M. Weigl, Werner Goebl, Tim Crawford, Aggelos Gkiokas, Nicolás Felipe Gutiérrez Páez, Alastair Porter, Patricia Santos, Casper Karreman, Ingmar Vroomen, Cynthia C. S. Liem, Álvaro Sarasúa, Marcel van Tilburg:
Interweaving and Enriching Digital Music Collections for Scholarship, Performance, and Enjoyment. DLfM 2019: 84-88
[c44]
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Hiba Abderrazik, Giovan Angela, Hans Brouwer, Henky Janse, Sterre Lutz, Gwennan Smitskamp, Sandy Manolios, Cynthia C. S. Liem:
Spotivibes: Tagging Playlist Vibes with Colors. IntRS@RecSys 2019: 55-59
[c43]
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Sandy Manolios, Alan Hanjalic, Cynthia C. S. Liem:
The influence of personal values on music taste: towards value-based music recommendations. RecSys 2019: 501-505
[c42]
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Matthijs Rijlaarsdam, Sebastiaan Scholten, Cynthia C. S. Liem:
Towards Creating a Non-synthetic Group Recommendation Dataset. ImpactRS@RecSys 2019
[c41]
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Jaehun Kim, Andrew M. Demetriou, Sandy Manolios, Cynthia C. S. Liem:
Beyond Explicit Reports: Comparing Data-Driven Approaches to Studying Underlying Dimensions of Music Preference. UMAP 2019: 285-293
[i5]
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  - journals/corr/abs-1904-07154
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Jaehun Kim, Julián Urbano, Cynthia C. S. Liem, Alan Hanjalic:
Are Nearby Neighbors Relatives?: Diagnosing Deep Music Embedding Spaces. CoRR abs/1904.07154 (2019)
2018
[j6]
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Karthik Yadati, Martha A. Larson, Cynthia C. S. Liem, Alan Hanjalic:
Detecting Socially Significant Music Events Using Temporally Noisy Labels. IEEE Trans. Multim. 20(9): 2526-2540 (2018)
[c40]
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Cynthia C. S. Liem:
Music in newspapers: interdisciplinary opportunities and data-related challenges. DLfm 2018: 47-51
[c39]
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Vicky Charisi, Cynthia C. S. Liem, Emilia Gómez:
Novelty-based cognitive processes in unstructured music-making settings in early childhood. ICDL-EPIROB 2018: 218-223
[c38]
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Jaehun Kim, Minz Won, Cynthia C. S. Liem, Alan Hanjalic:
Towards Seed-Free Music Playlist Generation: Enhancing Collaborative Filtering with Playlist Title Information. RecSys Challenge 2018: 14:1-14:6
[c37]
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Jaehun Kim, Minz Won, Xavier Serra, Cynthia C. S. Liem:
Transfer Learning of Artist Group Factors to Musical Genre Classification. WWW (Companion Volume) 2018: 1929-1934
[i4]
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  - journals/corr/abs-1802-00745
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Hugo Jair Escalante, Heysem Kaya, Albert Ali Salah, Sergio Escalera, Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Stéphane Ayache, Evelyne Viegas, Furkan Gürpinar, Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem, Marcel A. J. van Gerven, Rob van Lier:
Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos. CoRR abs/1802.00745 (2018)
[i3]
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  - journals/corr/abs-1802-04051
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Jaehun Kim, Julián Urbano, Cynthia C. S. Liem, Alan Hanjalic:
One Deep Music Representation to Rule Them All? : A comparative analysis of different representation learning strategies. CoRR abs/1802.04051 (2018)
[i2]
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  - journals/corr/abs-1805-02043
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Jaehun Kim, Minz Won, Xavier Serra, Cynthia C. S. Liem:
Transfer Learning of Artist Group Factors to Musical Genre Classification. CoRR abs/1805.02043 (2018)
2017
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Cynthia C. S. Liem, Emilia Gómez, George Tzanetakis:
Multimedia Technologies for Enriched Music Performance, Production, and Consumption. IEEE Multim. 24(1): 20-23 (2017)
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Alessio Bazzica, Cynthia C. S. Liem, Alan Hanjalic:
Exploiting scene maps and spatial relationships in quasi-static scenes for video face clustering. Image Vis. Comput. 57: 25-43 (2017)
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Cynthia C. S. Liem, Andrew Quitmeyer:
Creative Artefacts and Digital Technology: Enriching Urban Societies through Interactive Experiences. Creativity & Cognition 2017: 561-563
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Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem:
Human-Explainable Features for Job Candidate Screening Prediction. CVPR Workshops 2017: 1664-1669
[c34]
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Jeroen Peperkamp, Klaus Hildebrandt, Cynthia C. S. Liem:
A Formalization of Relative Local Tempo Variations in Collections of Performances. ISMIR 2017: 158-164
[c33]
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  - conf/mediaeval/PermadiPHL17
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Reza Aditya Permadi, Septian Gilang Permana Putra, Helmiriawan, Cynthia C. S. Liem:
DUT-MMSR at MediaEval 2017: Predicting Media Interestingness Task. MediaEval 2017
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Karthik Yadati, Cynthia C. S. Liem, Martha A. Larson, Alan Hanjalic:
On the Automatic Identification of Music for Common Activities. ICMR 2017: 192-200
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Nava Tintarev, Christoph Lofi, Cynthia C. S. Liem:
Sequences of Diverse Song Recommendations: An Exploratory Study in a Commercial System. UMAP 2017: 391-392
[i1]
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Alessio Bazzica, J. C. van Gemert, Cynthia C. S. Liem, Alan Hanjalic:
Vision-based Detection of Acoustic Timed Events: a Case Study on Clarinet Note Onsets. CoRR abs/1706.09556 (2017)
2016
[j3]
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Alessio Bazzica, Cynthia C. S. Liem, Alan Hanjalic:
On detecting the playing/non-playing activity of musicians in symphonic music videos. Comput. Vis. Image Underst. 144: 188-204 (2016)
[c30]
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Markus Schedl, David Hauger, Marko Tkalcic, Mark S. Melenhorst, Cynthia C. S. Liem:
A dataset of multimedia material about classical music: PHENICX-SMM. CBMI 2016: 1-4
[c29]
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Cynthia C. S. Liem:
From Water Music to 'Underwater Music': Multimedia Soundtrack Retrieval with Social Mass Media Resources. TPDL 2016: 227-238
[c28]
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Cynthia C. S. Liem:
Crowdsourcing audience perspectives on classical music. ICME Workshops 2016: 1-6
[c27]
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Andrew M. Demetriou, Martha A. Larson, Cynthia C. S. Liem:
Go with the Flow: When Listeners Use Music as Technology. ISMIR 2016: 292-298
[c26]
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Cynthia C. S. Liem:
TUD-MMC at MediaEval 2016: Predicting Media Interestingness Task. MediaEval 2016
[c25]
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Bo Wang, Cynthia C. S. Liem:
TUD-MMC at MediaEval 2016: Context of Experience task. MediaEval 2016
[c24]
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Marko Tkalcic, Markus Schedl, Cynthia C. S. Liem, Mark S. Melenhorst:
Personalized Retrieval and Browsing of Classical Music and Supporting Multimedia Material. ICMR 2016: 393-396
[c23]
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Markus Schedl, Mark S. Melenhorst, Cynthia C. S. Liem, Agustín Martorell, Oscar Mayor, Marko Tkalcic:
A personality-based adaptive system for visualizing classical music performances. MMSys 2016: 15:1-15:7
[c22]
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Deniz Iren, Cynthia C. S. Liem, Jie Yang, Alessandro Bozzon:
Using social media to reveal social and collective perspectives on music. WebSci 2016: 296-300
2015
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Cynthia C. S. Liem:
Multifaceted Approaches to Music Information Retrieval. University Delft 2015, ISBN 978-94-6299-238-2, pp. I-XX, 1-156
[c21]
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Cynthia C. S. Liem, Emilia Gómez, Markus Schedl:
PHENICX: Innovating the classical music experience. ICME Workshops 2015: 1-4
[c20]
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Cynthia C. S. Liem, Alan Hanjalic:
Comparative Analysis of Orchestral Performance Recordings: An Image-Based Approach. ISMIR 2015: 302-308
[c19]
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Mark S. Melenhorst, Cynthia C. S. Liem:
Put the Concert Attendee in the Spotlight. A User-Centered Design and Development Approach for Classical Concert Applications. ISMIR 2015: 800-806
[c18]
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Raynor Vliegendhart, Cynthia C. S. Liem, Martha A. Larson:
Exploring Microblog Activity for the Prediction of Hyperlink Anchors in Television Broadcasts. MediaEval 2015
[c17]
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Mark S. Melenhorst, Ron van der Sterren, Andreas Arzt, Agustín Martorell, Cynthia C. S. Liem:
A Tablet App to Enrich the Live and Post-Live Experience of Classical Concerts. WSICC@TVX 2015
2014
[c16]
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  - conf/ecai/ArztBFFGLW14
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Andreas Arzt, Sebastian Böck, Sebastian Flossmann, Harald Frostel, Martin Gasser, Cynthia C. S. Liem, Gerhard Widmer:
The Piano Music Companion. ECAI 2014: 1221-1222
[c15]
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Karthik Yadati, Martha A. Larson, Cynthia C. S. Liem, Alan Hanjalic:
Detecting Drops in Electronic Dance Music: Content based approaches to a socially significant music event. ISMIR 2014: 143-148
[c14]
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Alessio Bazzica, Cynthia C. S. Liem, Alan Hanjalic:
Exploiting Instrument-wise Playing/Non-Playing Labels for Score Synchronization of Symphonic Music. ISMIR 2014: 201-206
[c13]
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Marko Tkalcic, Bruce Ferwerda, Markus Schedl, Cynthia C. S. Liem, Mark S. Melenhorst, Ante Odic, Andrej Kosir:
Using Social Media Mining for Estimating Theory of Planned Behaviour Parameters. UMAP Workshops 2014
2013
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Cynthia C. S. Liem, Martha A. Larson, Alan Hanjalic:
When music makes a scene. Int. J. Multim. Inf. Retr. 2(1): 15-30 (2013)
[c12]
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Cynthia C. S. Liem, Nicola Orio, Geoffroy Peeters, Markus Schedl:
MusiClef 2013: Soundtrack Selection for Commercials. MediaEval 2013
[c11]
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Markus Schedl, Nicola Orio, Cynthia C. S. Liem, Geoffroy Peeters:
A professionally annotated and enriched multimodal data set on popular music. MMSys 2013: 78-83
[c10]
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Cynthia C. S. Liem, Alessio Bazzica, Alan Hanjalic:
Looking beyond sound: Unsupervised analysis of musician videos. WIAMIS 2013: 1-4
2012
[c9]
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Nicola Orio, Cynthia C. S. Liem, Geoffroy Peeters, Markus Schedl:
MusiClef: Multimodal Music Tagging Task. CLEF 2012: 36-41
[c8]
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Cynthia C. S. Liem, Nicola Orio, Geoffroy Peeters, Markus Schedl:
Brave New Task: MusiClef Multimodal Music Tagging. MediaEval 2012
[c7]
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Cynthia C. S. Liem, Alessio Bazzica, Alan Hanjalic:
MuseSync: standing on the shoulders of Hollywood. ACM Multimedia 2012: 1383-1384
[c6]
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Cynthia C. S. Liem, Meinard Müller, Steven K. Tjoa, George Tzanetakis:
2nd international ACM workshop on music information retrieval with user-centered and multimodal strategies (MIRUM). ACM Multimedia 2012: 1509-1510
[p3]
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Markus Schedl, Sebastian Stober, Emilia Gómez, Nicola Orio, Cynthia C. S. Liem:
User-Aware Music Retrieval. Multimodal Music Processing 2012: 135-156
[p2]
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Felix Weninger, Björn W. Schuller, Cynthia C. S. Liem, Frank Kurth, Alan Hanjalic:
Music Information Retrieval: An Inspirational Guide to Transfer from Related Disciplines. Multimodal Music Processing 2012: 195-216
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Cynthia C. S. Liem, Andreas Rauber, Thomas Lidy, Richard Lewis, Christopher Raphael, Joshua D. Reiss, Tim Crawford, Alan Hanjalic:
Music Information Technology and Professional Stakeholder Audiences: Mind the Adoption Gap. Multimodal Music Processing 2012: 227-246
[e2]
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Cynthia C. S. Liem, Meinard Müller, Steven K. Tjoa, George Tzanetakis:
Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies, MIRUM '12, Nara, Japan, October 29 - November 02, 2012. 2012, ISBN 978-1-4503-1591-3 [contents]
2011
[c5]
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Cynthia C. S. Liem, Alan Hanjalic:
Expressive Timing from Cross-Performance and Audio-based Alignment Patterns: An Extended Case Study. ISMIR 2011: 519-524
[c4]
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Cynthia C. S. Liem, Meinard Müller, Douglas Eck, George Tzanetakis, Alan Hanjalic:
The need for music information retrieval with user-centered and multimodal strategies. MIRUM 2011: 1-6
[c3]
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Cynthia C. S. Liem, Meinard Müller, Douglas Eck, George Tzanetakis:
1st international ACM workshop on music information retrieval with user-centered and multimodal strategies (MIRUM). ACM Multimedia 2011: 603-604
[c2]
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Cynthia C. S. Liem, Alan Hanjalic, Craig Sapp:
Expressivity in Musical Timing in Relation to Musical Structure and Interpretation: A Cross-Performance, Audio-Based Approach. Semantic Audio 2011
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Cynthia C. S. Liem, Meinard Müller, Douglas Eck, George Tzanetakis:
Proceedings of the 1st international ACM workshop on Music information retrieval with user-centered and multimodal strategies, Scottsdale, AZ, USA, November 28 - December 01, 2011. ACM 2011, ISBN 978-1-4503-0986-8 [contents]

2000 – 2009

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2009
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Cynthia C. S. Liem, Alan Hanjalic:
Cover Song Retrieval: A Comparative Study of System Component Choices. ISMIR 2009: 573-578
2007
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Erik Meeuwissen, Paul Reinold, Cynthia C. S. Liem:
Inferring and predicting context of mobile users. Bell Labs Tech. J. 12(2): 79-86 (2007)

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