Cynthia C. S. Liem

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 67

Top Topics

Embedding Space

Genre Classification

Comparative Analysis

Top Venues

Publications

Savvina Daniil, Mirjam Cuper, Cynthia C. S. Liem, Jacco van Ossenbruggen, Laura Hollink
Reproducing Popularity Bias in Recommendation: The Effect of Evaluation Strategies. Trans. Recomm. Syst. 2 (1) (2024)
Priya Sarkar, Cynthia C. S. Liem
"It's the most fair thing to do but it doesn't make any sense": Perceptions of Mathematical Fairness Notions by Hiring Professionals. Proc. ACM Hum. Comput. Interact. 8 (CSCW1) (2024)
Patrick Altmeyer, Andrew M. Demetriou, Antony Bartlett, Cynthia C. S. Liem
Position Paper: Against Spurious Sparks - Dovelating Inflated AI Claims. CoRR (2024)
Antony Bartlett, Cynthia C. S. Liem, Annibale Panichella
Multi-objective differential evolution in the generation of adversarial examples. Sci. Comput. Program. 238 (2024)
Patrick Altmeyer, Mojtaba Farmanbar, Arie van Deursen, Cynthia C. S. Liem
Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals. AAAI (2024)
Patrick Altmeyer, Giovan Angela, Aleksander Buszydlik, Karol Dobiczek, Arie van Deursen, Cynthia C. S. Liem
Endogenous Macrodynamics in Algorithmic Recourse. CoRR (2023)
Sandy Manolios, Catholijn M. Jonker, Cynthia C. S. Liem
Registered Report : Perception of Other's Musical Preferences Based on Their Personal Values. CoRR (2023)
Cynthia C. S. Liem, Andrew M. Demetriou
Treat societally impactful scientific insights as open-source software artifacts. ICSE (SEIS) (2023)
Patrick Altmeyer, Mojtaba Farmanbar, Arie van Deursen, Cynthia C. S. Liem
Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals. CoRR (2023)
Antony Bartlett, Cynthia C. S. Liem, Annibale Panichella
On the Strengths of Pure Evolutionary Algorithms in Generating Adversarial Examples. SBFT (2023)
Patrick Altmeyer, Arie van Deursen, Cynthia C. S. Liem
Explaining Black-Box Models through Counterfactuals. CoRR (2023)
Cynthia C. S. Liem, Andrew M. Demetriou
Treat societally impactful scientific insights as open-source software artifacts. CoRR (2023)
Patrick Altmeyer, Giovan Angela, Aleksander Buszydlik, Karol Dobiczek, Arie van Deursen, Cynthia C. S. Liem
Endogenous Macrodynamics in Algorithmic Recourse. SaTML (2023)
Haven Kim, Keunwoo Choi, Mateusz Modrzejewski, Cynthia C. S. Liem
The Biased Journey of MSD_AUDIO.ZIP. CoRR (2023)
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)
Han-Yin Huang, Cynthia C. S. Liem
Social Inclusion in Curated Contexts: Insights from Museum Practices. CoRR (2022)
Savvina Daniil, Mirjam Cuper, Cynthia C. S. Liem, Jacco van Ossenbruggen, Laura Hollink
Hidden Author Bias in Book Recommendation. CoRR (2022)
Jaehun Kim, Cynthia C. S. Liem
The power of deep without going deep? A study of HDPGMM music representation learning. ISMIR (2022)
Han-Yin Huang, Cynthia C. S. Liem
Social Inclusion in Curated Contexts: Insights from Museum Practices. FAccT (2022)
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) (2022)
Ioannis Petros Samiotis, Christoph Lofi, Shaad Alaka, Cynthia C. S. Liem, Alessandro Bozzon
Scriptoria: A Crowd-powered Music Transcription System. WWW (Companion Volume) (2022)
Annibale Panichella, Cynthia C. S. Liem
What Are We Really Testing in Mutation Testing for Machine Learning? A Critical Reflection. ICSE (NIER) (2021)
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)
Annibale Panichella, Cynthia C. S. Liem
What Are We Really Testing in Mutation Testing for Machine Learning? A Critical Reflection. CoRR (2021)
Cynthia C. S. Liem, Chris Mostert
Can't trust the feeling? How open data reveals unexpected behavior of high-level music descriptors. ISMIR (2020)
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)
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)
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) (2020)
Cynthia C. S. Liem, Annibale Panichella
Oracle Issues in Machine Learning and Where to Find Them. ICSE (Workshops) (2020)
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 (2020)
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)
Cynthia C. S. Liem, Annibale Panichella
Run, Forest, Run? On Randomization and Reproducibility in Predictive Software Engineering. CoRR (2020)
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)
Matthijs Rijlaarsdam, Sebastiaan Scholten, Cynthia C. S. Liem
Towards Creating a Non-synthetic Group Recommendation Dataset. ImpactRS@RecSys (2019)
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) (2019)
Sandy Manolios, Alan Hanjalic, Cynthia C. S. Liem
The influence of personal values on music taste: towards value-based music recommendations. RecSys (2019)
Jaehun Kim, Julián Urbano, Cynthia C. S. Liem, Alan Hanjalic
Are Nearby Neighbors Relatives? Testing Deep Music Embeddings. Frontiers Appl. Math. Stat. 5 (2019)
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)
Jaehun Kim, Julián Urbano, Cynthia C. S. Liem, Alan Hanjalic
Are Nearby Neighbors Relatives?: Diagnosing Deep Music Embedding Spaces. CoRR (2019)
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)
Jaehun Kim, Minz Won, Xavier Serra, Cynthia C. S. Liem
Transfer Learning of Artist Group Factors to Musical Genre Classification. WWW (Companion Volume) (2018)
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) (2018)
Vicky Charisi, Cynthia C. S. Liem, Emilia Gómez
Novelty-based cognitive processes in unstructured music-making settings in early childhood. ICDL-EPIROB (2018)
Cynthia C. S. Liem
Music in newspapers: interdisciplinary opportunities and data-related challenges. DLfm (2018)
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 (2018)
Jaehun Kim, Minz Won, Xavier Serra, Cynthia C. S. Liem
Transfer Learning of Artist Group Factors to Musical Genre Classification. CoRR (2018)
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 (2018)
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)
Cynthia C. S. Liem, Emilia Gómez, George Tzanetakis
Multimedia Technologies for Enriched Music Performance, Production, and Consumption. IEEE Multim. 24 (1) (2017)
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 (2017)
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 (2017)
Karthik Yadati, Cynthia C. S. Liem, Martha A. Larson, Alan Hanjalic
On the Automatic Identification of Music for Common Activities. ICMR (2017)
Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem
Human-Explainable Features for Job Candidate Screening Prediction. CVPR Workshops (2017)
Jeroen Peperkamp, Klaus Hildebrandt, Cynthia C. S. Liem
A Formalization of Relative Local Tempo Variations in Collections of Performances. ISMIR (2017)
Cynthia C. S. Liem, Andrew Quitmeyer
Creative Artefacts and Digital Technology: Enriching Urban Societies through Interactive Experiences. Creativity & Cognition (2017)
Reza Aditya Permadi, Septian Gilang Permana Putra, Helmiriawan, Cynthia C. S. Liem
DUT-MMSR at MediaEval 2017: Predicting Media Interestingness Task. MediaEval (2017)
Nava Tintarev, Christoph Lofi, Cynthia C. S. Liem
Sequences of Diverse Song Recommendations: An Exploratory Study in a Commercial System. UMAP (2017)
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 (2016)
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)
Marko Tkalcic, Markus Schedl, Cynthia C. S. Liem, Mark S. Melenhorst
Personalized Retrieval and Browsing of Classical Music and Supporting Multimedia Material. ICMR (2016)
Andrew M. Demetriou, Martha A. Larson, Cynthia C. S. Liem
Go with the Flow: When Listeners Use Music as Technology. ISMIR (2016)
Deniz Iren, Cynthia C. S. Liem, Jie Yang, Alessandro Bozzon
Using social media to reveal social and collective perspectives on music. WebSci (2016)
Cynthia C. S. Liem
From Water Music to 'Underwater Music': Multimedia Soundtrack Retrieval with Social Mass Media Resources. TPDL (2016)
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)
Cynthia C. S. Liem
Crowdsourcing audience perspectives on classical music. ICME Workshops (2016)
Cynthia C. S. Liem
TUD-MMC at MediaEval 2016: Predicting Media Interestingness Task. MediaEval (2016)
Bo Wang, Cynthia C. S. Liem
TUD-MMC at MediaEval 2016: Context of Experience task. MediaEval (2016)
Cynthia C. S. Liem, Alan Hanjalic
Comparative Analysis of Orchestral Performance Recordings: An Image-Based Approach. ISMIR (2015)
Cynthia C. S. Liem, Emilia Gómez, Markus Schedl
PHENICX: Innovating the classical music experience. ICME Workshops (2015)
Raynor Vliegendhart, Cynthia C. S. Liem, Martha A. Larson
Exploring Microblog Activity for the Prediction of Hyperlink Anchors in Television Broadcasts. MediaEval (2015)
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)
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)
Andreas Arzt, Sebastian Böck, Sebastian Flossmann, Harald Frostel, Martin Gasser, Cynthia C. S. Liem, Gerhard Widmer
The Piano Music Companion. ECAI (2014)
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)
Alessio Bazzica, Cynthia C. S. Liem, Alan Hanjalic
Exploiting Instrument-wise Playing/Non-Playing Labels for Score Synchronization of Symphonic Music. ISMIR (2014)
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)
Cynthia C. S. Liem, Martha A. Larson, Alan Hanjalic
When music makes a scene. Int. J. Multim. Inf. Retr. 2 (1) (2013)
Cynthia C. S. Liem, Nicola Orio, Geoffroy Peeters, Markus Schedl
MusiClef 2013: Soundtrack Selection for Commercials. MediaEval (2013)
Markus Schedl, Nicola Orio, Cynthia C. S. Liem, Geoffroy Peeters
A professionally annotated and enriched multimodal data set on popular music. MMSys (2013)
Cynthia C. S. Liem, Alessio Bazzica, Alan Hanjalic
Looking beyond sound: Unsupervised analysis of musician videos. WIAMIS (2013)
Cynthia C. S. Liem, Alessio Bazzica, Alan Hanjalic
MuseSync: standing on the shoulders of Hollywood. ACM Multimedia (2012)
Nicola Orio, Cynthia C. S. Liem, Geoffroy Peeters, Markus Schedl
MusiClef: Multimodal Music Tagging Task. CLEF (2012)
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)
Cynthia C. S. Liem, Nicola Orio, Geoffroy Peeters, Markus Schedl
Brave New Task: MusiClef Multimodal Music Tagging. MediaEval (2012)
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)
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)
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)
Cynthia C. S. Liem, Alan Hanjalic
Expressive Timing from Cross-Performance and Audio-based Alignment Patterns: An Extended Case Study. ISMIR (2011)
Cynthia C. S. Liem, Alan Hanjalic
Cover Song Retrieval: A Comparative Study of System Component Choices. ISMIR (2009)
Erik Meeuwissen, Paul Reinold, Cynthia C. S. Liem
Inferring and predicting context of mobile users. Bell Labs Tech. J. 12 (2) (2007)