Inferring and predicting context of mobile users. - Erik Meeuwissen; Paul Reinold; Cynthia C. S. Liem (Bell Labs Tech. J., 2007)

Cover Song Retrieval: A Comparative Study of System Component Choices. - Cynthia C. S. Liem; Alan Hanjalic (ISMIR, 2009)

Expressive Timing from Cross-Performance and Audio-based Alignment Patterns: An Extended Case Study. - Cynthia C. S. Liem; Alan Hanjalic (ISMIR, 2011)

1st international ACM workshop on music information retrieval with user-centered and multimodal strategies (MIRUM). - Cynthia C. S. Liem; Meinard Müller; Douglas Eck; George Tzanetakis (ACM Multimedia, 2011)

The need for music information retrieval with user-centered and multimodal strategies. - Cynthia C. S. Liem; Meinard Müller; Douglas Eck; George Tzanetakis; Alan Hanjalic (MIRUM, 2011)

Expressivity in Musical Timing in Relation to Musical Structure and Interpretation: A Cross-Performance, Audio-Based Approach. - Cynthia C. S. Liem; Alan Hanjalic; Craig Sapp (Semantic Audio, 2011)

MusiClef: Multimodal Music Tagging Task. - Nicola Orio; Cynthia C. S. Liem; Geoffroy Peeters; Markus Schedl (CLEF, 2012)

Music Information Technology and Professional Stakeholder Audiences: Mind the Adoption Gap. - Cynthia C. S. Liem; Andreas Rauber; Thomas Lidy; Richard Lewis 001; Christopher Raphael; Joshua D. Reiss; Tim Crawford; Alan Hanjalic (Multimodal Music Processing, 2012)

User-Aware Music Retrieval. - Markus Schedl; Sebastian Stober; Emilia Gómez; Nicola Orio; Cynthia C. S. Liem (Multimodal Music Processing, 2012)

Music Information Retrieval: An Inspirational Guide to Transfer from Related Disciplines. - Felix Weninger; Björn W. Schuller; Cynthia C. S. Liem; Frank Kurth; Alan Hanjalic (Multimodal Music Processing, 2012)

Brave New Task: MusiClef Multimodal Music Tagging. - Cynthia C. S. Liem; Nicola Orio; Geoffroy Peeters; Markus Schedl (MediaEval, 2012)

MuseSync: standing on the shoulders of Hollywood. - Cynthia C. S. Liem; Alessio Bazzica; Alan Hanjalic (ACM Multimedia, 2012)

2nd international ACM workshop on music information retrieval with user-centered and multimodal strategies (MIRUM). - Cynthia C. S. Liem; Meinard Müller; Steven K. Tjoa; George Tzanetakis (ACM Multimedia, 2012)

MusiClef 2013: Soundtrack Selection for Commercials. - Cynthia C. S. Liem; Nicola Orio; Geoffroy Peeters; Markus Schedl (MediaEval, 2013)

A professionally annotated and enriched multimodal data set on popular music. - Markus Schedl; Nicola Orio; Cynthia C. S. Liem; Geoffroy Peeters (MMSys, 2013)

Looking beyond sound: Unsupervised analysis of musician videos. - Cynthia C. S. Liem; Alessio Bazzica; Alan Hanjalic (WIAMIS, 2013)

When music makes a scene. - Cynthia C. S. Liem; Martha A. Larson; Alan Hanjalic (Int. J. Multim. Inf. Retr., 2013)

The Piano Music Companion. - Andreas Arzt; Sebastian Böck; Sebastian Flossmann; Harald Frostel; Martin Gasser; Cynthia C. S. Liem; Gerhard Widmer (ECAI, 2014)

Exploiting Instrument-wise Playing/Non-Playing Labels for Score Synchronization of Symphonic Music. - Alessio Bazzica; Cynthia C. S. Liem; Alan Hanjalic (ISMIR, 2014)

Detecting Drops in Electronic Dance Music: Content based approaches to a socially significant music event. - Karthik Yadati; Martha A. Larson; Cynthia C. S. Liem; Alan Hanjalic (ISMIR, 2014)

Using Social Media Mining for Estimating Theory of Planned Behaviour Parameters. - Marko Tkalcic; Bruce Ferwerda; Markus Schedl; Cynthia C. S. Liem; Mark S. Melenhorst; Ante Odic; Andrej Kosir (UMAP Workshops, 2014)

Multifaceted Approaches to Music Information Retrieval. - Cynthia C. S. Liem (University Delft, 2015)

PHENICX: Innovating the classical music experience. - Cynthia C. S. Liem; Emilia Gómez; Markus Schedl (ICME Workshops, 2015)

Comparative Analysis of Orchestral Performance Recordings: An Image-Based Approach. - Cynthia C. S. Liem; Alan Hanjalic (ISMIR, 2015)

Put the Concert Attendee in the Spotlight. A User-Centered Design and Development Approach for Classical Concert Applications. - Mark S. Melenhorst; Cynthia C. S. Liem (ISMIR, 2015)

Exploring Microblog Activity for the Prediction of Hyperlink Anchors in Television Broadcasts. - Raynor Vliegendhart; Cynthia C. S. Liem; Martha A. Larson (MediaEval, 2015)

A Tablet App to Enrich the Live and Post-Live Experience of Classical Concerts. - Mark S. Melenhorst; Ron van der Sterren; Andreas Arzt; Agustín Martorell; Cynthia C. S. Liem (WSICC@TVX, 2015)

A dataset of multimedia material about classical music: PHENICX-SMM. - Markus Schedl; David Hauger; Marko Tkalcic; Mark S. Melenhorst; Cynthia C. S. Liem (CBMI, 2016)

From Water Music to 'Underwater Music': Multimedia Soundtrack Retrieval with Social Mass Media Resources. - Cynthia C. S. Liem (TPDL, 2016)

Crowdsourcing audience perspectives on classical music. - Cynthia C. S. Liem (ICME Workshops, 2016)

Go with the Flow: When Listeners Use Music as Technology. - Andrew M. Demetriou; Martha A. Larson; Cynthia C. S. Liem (ISMIR, 2016)

TUD-MMC at MediaEval 2016: Predicting Media Interestingness Task. - Cynthia C. S. Liem (MediaEval, 2016)

TUD-MMC at MediaEval 2016: Context of Experience task. - Bo Wang; Cynthia C. S. Liem (MediaEval, 2016)

Personalized Retrieval and Browsing of Classical Music and Supporting Multimedia Material. - Marko Tkalcic; Markus Schedl; Cynthia C. S. Liem; Mark S. Melenhorst (ICMR, 2016)

A personality-based adaptive system for visualizing classical music performances. - Markus Schedl; Mark S. Melenhorst; Cynthia C. S. Liem; Agustín Martorell; Oscar Mayor; Marko Tkalcic (MMSys, 2016)

Using social media to reveal social and collective perspectives on music. - Deniz Iren; Cynthia C. S. Liem; Jie Yang 028; Alessandro Bozzon (WebSci, 2016)

On detecting the playing/non-playing activity of musicians in symphonic music videos. - Alessio Bazzica; Cynthia C. S. Liem; Alan Hanjalic (Comput. Vis. Image Underst., 2016)

Creative Artefacts and Digital Technology: Enriching Urban Societies through Interactive Experiences. - Cynthia C. S. Liem; Andrew Quitmeyer (Creativity & Cognition, 2017)

Human-Explainable Features for Job Candidate Screening Prediction. - Achmadnoer Sukma Wicaksana; Cynthia C. S. Liem (CVPR Workshops, 2017)

A Formalization of Relative Local Tempo Variations in Collections of Performances. - Jeroen Peperkamp; Klaus Hildebrandt; Cynthia C. S. Liem (ISMIR, 2017)

DUT-MMSR at MediaEval 2017: Predicting Media Interestingness Task. - Reza Aditya Permadi; Septian Gilang Permana Putra; Helmiriawan; Cynthia C. S. Liem (MediaEval, 2017)

On the Automatic Identification of Music for Common Activities. - Karthik Yadati; Cynthia C. S. Liem; Martha A. Larson; Alan Hanjalic (ICMR, 2017)

Sequences of Diverse Song Recommendations: An Exploratory Study in a Commercial System. - Nava Tintarev; Christoph Lofi; Cynthia C. S. Liem (UMAP, 2017)

Vision-based Detection of Acoustic Timed Events: a Case Study on Clarinet Note Onsets. - Alessio Bazzica; J. C. van Gemert; Cynthia C. S. Liem; Alan Hanjalic (CoRR, 2017)

Multimedia Technologies for Enriched Music Performance, Production, and Consumption. - Cynthia C. S. Liem; Emilia Gómez; George Tzanetakis (IEEE Multim., 2017)

Exploiting scene maps and spatial relationships in quasi-static scenes for video face clustering. - Alessio Bazzica; Cynthia C. S. Liem; Alan Hanjalic (Image Vis. Comput., 2017)

Music in newspapers: interdisciplinary opportunities and data-related challenges. - Cynthia C. S. Liem (DLfm, 2018)

Novelty-based cognitive processes in unstructured music-making settings in early childhood. - Vicky Charisi; Cynthia C. S. Liem; Emilia Gómez (ICDL-EPIROB, 2018)

Towards Seed-Free Music Playlist Generation: Enhancing Collaborative Filtering with Playlist Title Information. - Jaehun Kim; Minz Won; Cynthia C. S. Liem; Alan Hanjalic (RecSys Challenge, 2018)

Transfer Learning of Artist Group Factors to Musical Genre Classification. - Jaehun Kim; Minz Won; Xavier Serra; Cynthia C. S. Liem (WWW (Companion Volume), 2018)

Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos. - 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; et al. (CoRR, 2018)

Detecting Socially Significant Music Events Using Temporally Noisy Labels. - Karthik Yadati; Martha A. Larson; Cynthia C. S. Liem; Alan Hanjalic (IEEE Trans. Multim., 2018)

Interweaving and Enriching Digital Music Collections for Scholarship, Performance, and Enjoyment. - David M. Weigl; Werner Goebl; Tim Crawford; Aggelos Gkiokas; Nicolás Felipe Gutiérrez Páez; Alastair Porter; Patricia Santos 001; Casper Karreman; Ingmar Vroomen; Cynthia C. S. Liem; Álvaro Sarasúa; Marcel van Tilburg (DLfM, 2019)

Spotivibes: Tagging Playlist Vibes with Colors. - Hiba Abderrazik; Giovan Angela; Hans Brouwer; Henky Janse; Sterre Lutz; Gwennan Smitskamp; Sandy Manolios; Cynthia C. S. Liem (IntRS@RecSys, 2019)

The influence of personal values on music taste: towards value-based music recommendations. - Sandy Manolios; Alan Hanjalic; Cynthia C. S. Liem (RecSys, 2019)

Towards Creating a Non-synthetic Group Recommendation Dataset. - Matthijs Rijlaarsdam; Sebastiaan Scholten; Cynthia C. S. Liem (ImpactRS@RecSys, 2019)

Beyond Explicit Reports: Comparing Data-Driven Approaches to Studying Underlying Dimensions of Music Preference. - Jaehun Kim; Andrew M. Demetriou; Sandy Manolios; Cynthia C. S. Liem (UMAP, 2019)

Are Nearby Neighbors Relatives?: Diagnosing Deep Music Embedding Spaces. - Jaehun Kim; Julián Urbano; Cynthia C. S. Liem; Alan Hanjalic (CoRR, 2019)

Are Nearby Neighbors Relatives? Testing Deep Music Embeddings. - Jaehun Kim; Julián Urbano; Cynthia C. S. Liem; Alan Hanjalic (Frontiers Appl. Math. Stat., 2019)

Audiovisual Analysis of Music Performances: Overview of an Emerging Field. - Zhiyao Duan; Slim Essid; Cynthia C. S. Liem; Gaël Richard; Gaurav Sharma 001 (IEEE Signal Process. Mag., 2019)

Read/Write Digital Libraries for Musicology. - David M. Weigl; Werner Goebl; Alex Hofmann; Tim Crawford; Federico Zubani; Cynthia C. S. Liem; Alastair Porter (DLfM, 2020)

Oracle Issues in Machine Learning and Where to Find Them. - Cynthia C. S. Liem; Annibale Panichella (ICSE (Workshops), 2020)

Butter Lyrics Over Hominy Grit: Comparing Audio and Psychology-Based Text Features in MIR Tasks. - Jaehun Kim; Andrew M. Demetriou; Sandy Manolios; Maria Stella Tavella; Cynthia C. S. Liem (ISMIR, 2020)

Can't trust the feeling? How open data reveals unexpected behavior of high-level music descriptors. - Cynthia C. S. Liem; Chris Mostert (ISMIR, 2020)

Microtask Crowdsourcing for Music Score Transcriptions: An Experiment with Error Detection. - Ioannis Petros Samiotis; Sihang Qiu; Andrea Mauri 001; Cynthia C. S. Liem; Christoph Lofi; Alessandro Bozzon (ISMIR, 2020)

Run, Forest, Run? On Randomization and Reproducibility in Predictive Software Engineering. - Cynthia C. S. Liem; Annibale Panichella (CoRR, 2020)

One deep music representation to rule them all? A comparative analysis of different representation learning strategies. - Jaehun Kim; Julián Urbano; Cynthia C. S. Liem; Alan Hanjalic (Neural Comput. Appl., 2020)

What Are We Really Testing in Mutation Testing for Machine Learning? A Critical Reflection. - Annibale Panichella; Cynthia C. S. Liem (ICSE (NIER), 2021)

ReproducedPapers.org: Openly Teaching and Structuring Machine Learning Reproducibility. - 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 (RRPR, 2021)

Social Inclusion in Curated Contexts: Insights from Museum Practices. - Han-Yin Huang; Cynthia C. S. Liem (FAccT, 2022)

The power of deep without going deep? A study of HDPGMM music representation learning. - Jaehun Kim; Cynthia C. S. Liem (ISMIR, 2022)

Scriptoria: A Crowd-powered Music Transcription System. - Ioannis Petros Samiotis; Christoph Lofi; Shaad Alaka; Cynthia C. S. Liem; Alessandro Bozzon (WWW (Companion Volume), 2022)

Hidden Author Bias in Book Recommendation. - Savvina Daniil; Mirjam Cuper; Cynthia C. S. Liem; Jacco van Ossenbruggen; Laura Hollink (CoRR, 2022)

Modeling, Recognizing, and Explaining Apparent Personality From Videos. - 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; et al. (IEEE Trans. Affect. Comput., 2022)

On the Strengths of Pure Evolutionary Algorithms in Generating Adversarial Examples. - Antony Bartlett; Cynthia C. S. Liem; Annibale Panichella (SBFT, 2023)

Treat societally impactful scientific insights as open-source software artifacts. - Cynthia C. S. Liem; Andrew M. Demetriou (ICSE (SEIS), 2023)

Annotation Practices in Societally Impactful Machine Learning Applications: What are Popular Recommender Systems Models Actually Trained On? - Andra-Georgiana Sav; Andrew M. Demetriou; Cynthia C. S. Liem (Perspectives@RecSys, 2023)

Endogenous Macrodynamics in Algorithmic Recourse. - Patrick Altmeyer; Giovan Angela; Aleksander Buszydlik; Karol Dobiczek; Arie van Deursen; Cynthia C. S. Liem (SaTML, 2023)

Registered Report : Perception of Other's Musical Preferences Based on Their Personal Values. - Sandy Manolios; Catholijn M. Jonker; Cynthia C. S. Liem (CoRR, 2023)

Explaining Black-Box Models through Counterfactuals. - Patrick Altmeyer; Arie van Deursen; Cynthia C. S. Liem (CoRR, 2023)

The Biased Journey of MSD_AUDIO.ZIP. - Haven Kim; Keunwoo Choi; Mateusz Modrzejewski; Cynthia C. S. Liem (CoRR, 2023)

Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals. - Patrick Altmeyer; Mojtaba Farmanbar; Arie van Deursen; Cynthia C. S. Liem (AAAI, 2024)

A Quest Through Interconnected Datasets: Lessons From Highly-Cited ICASSP Papers. - Cynthia C. S. Liem; Doga Tascilar; Andrew M. Demetriou (CBMI, 2024)

Position: Stop Making Unscientific AGI Performance Claims. - Patrick Altmeyer; Andrew M. Demetriou; Antony Bartlett; Cynthia C. S. Liem (ICML, 2024)

Towards Automated Personal Value Estimation in Song Lyrics. - Andrew M. Demetriou; Jaehun Kim; Sandy Manolios; Cynthia C. S. Liem (ISMIR, 2024)

Position Paper: Against Spurious Sparks - Dovelating Inflated AI Claims. - Patrick Altmeyer; Andrew M. Demetriou; Antony Bartlett; Cynthia C. S. Liem (CoRR, 2024)

Towards Estimating Personal Values in Song Lyrics. - Andrew M. Demetriou; Jaehun Kim; Sandy Manolios; Cynthia C. S. Liem (CoRR, 2024)

On the challenges of studying bias in Recommender Systems: A UserKNN case study. - Savvina Daniil; Manel Slokom; Mirjam Cuper; Cynthia C. S. Liem; Jacco van Ossenbruggen; Laura Hollink (CoRR, 2024)

Learning with Music Signals: Technology Meets Education (Dagstuhl Seminar 24302). - Meinard Müller; Cynthia C. S. Liem; Brian McFee; Simon J. Schwär (Dagstuhl Reports, 2024)

"It's the most fair thing to do but it doesn't make any sense": Perceptions of Mathematical Fairness Notions by Hiring Professionals. - Priya Sarkar; Cynthia C. S. Liem (Proc. ACM Hum. Comput. Interact., 2024)

Multi-objective differential evolution in the generation of adversarial examples. - Antony Bartlett; Cynthia C. S. Liem; Annibale Panichella (Sci. Comput. Program., 2024)

Reproducing Popularity Bias in Recommendation: The Effect of Evaluation Strategies. - Savvina Daniil; Mirjam Cuper; Cynthia C. S. Liem; Jacco van Ossenbruggen; Laura Hollink (Trans. Recomm. Syst., 2024)

Understanding the Affordances and Constraints of Explainable AI in Safety-Critical Contexts: A Case Study in Dutch Social Welfare. - Aleksander Buszydlik; Patrick Altmeyer; Roel Dobbe; Cynthia C. S. Liem (ePart, 2025)

Fourth European Workshop on Algorithmic Fairness (EWAF'25). - Hilde J. P. Weerts; Mykola Pechenizkiy; Doris Allhutter; Ana Maria Corrêa; Thomas Grote; Cynthia C. S. Liem (EWAF, 2025)

DRVN at the ICST 2025 Tool Competition - Self-Driving Car Testing Track. - Antony Bartlett; Cynthia C. S. Liem; Annibale Panichella (ICST, 2025)

On the challenges of studying bias in Recommender Systems: The effect of data characteristics and algorithm configuration. - Savvina Daniil; Manel Slokom; Mirjam Cuper; Cynthia C. S. Liem; Jacco van Ossenbruggen; Laura Hollink (Inf. Retr. Res. J., 2025)

Raiders of the Lost Dependency: Fixing Dependency Conflicts in Python using LLMs. - Antony Bartlett; Cynthia C. S. Liem; Annibale Panichella (CoRR, 2025)