Cynthia C. S. Liem

118 papers A* 5A 8B 4C 2Journal 38Unranked 49

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Counterfactual Training: Teaching Models Plausible and Actionable Explanations. CoRR Patrick Altmeyer, Aleksander Buszydlik, Arie van Deursen, Cynthia C. S. Liem
2025	A	`conf`	DRVN at the ICST 2025 Tool Competition - Self-Driving Car Testing Track. ICST Antony Bartlett, Cynthia C. S. Liem, Annibale Panichella
2025	—	`ed.`	European Workshop on Algorithmic Fairness, 30-2 July 2025, Eindhoven University of Technology, Eindhoven, The Netherlands. EWAF Hilde J. P. Weerts, Mykola Pechenizkiy, Doris Allhutter, Ana Maria Corrêa, Thomas Grote, Cynthia C. S. Liem
2025	A	`conf`	Feedback-Driven Gradual Discovery for Expanding Musical Preferences. RecSys Alec Nonnemaker, Ralvi Isufaj, Zoltán Szlávik, Cynthia C. S. Liem
2025	—	`conf`	Fourth European Workshop on Algorithmic Fairness (EWAF'25). EWAF Hilde J. P. Weerts, Mykola Pechenizkiy, Doris Allhutter, Ana Maria Corrêa, Thomas Grote, Cynthia C. S. Liem
2025	J	`jnl`	On the challenges of studying bias in Recommender Systems: The effect of data characteristics and algorithm configuration. Inf. Retr. Res. J. Savvina Daniil, Manel Slokom, Mirjam Cuper, Cynthia C. S. Liem, Jacco van Ossenbruggen, Laura Hollink
2025	J	`jnl`	Raiders of the Lost Dependency: Fixing Dependency Conflicts in Python using LLMs. CoRR Antony Bartlett, Cynthia C. S. Liem, Annibale Panichella
2025	—	`conf`	The Last Dependency Crusade: Solving Python Dependency Conflicts with LLMs. ASEW Antony Bartlett, Cynthia C. S. Liem, Annibale Panichella
2025	J	`jnl`	The Pursuit of Diversity: Multi-Objective Testing of Deep Reinforcement Learning Agents. CoRR Antony Bartlett, Cynthia C. S. Liem, Annibale Panichella
2025	—	`conf`	Understanding the Affordances and Constraints of Explainable AI in Safety-Critical Contexts: A Case Study in Dutch Social Welfare. ePart Aleksander Buszydlik, Patrick Altmeyer, Roel Dobbe, Cynthia C. S. Liem
2024	J	`jnl`	"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. Priya Sarkar, Cynthia C. S. Liem
2024	C	`conf`	A Quest Through Interconnected Datasets: Lessons From Highly-Cited ICASSP Papers. CBMI Cynthia C. S. Liem, Doga Tascilar, Andrew M. Demetriou
2024	J	`jnl`	A quest through interconnected datasets: lessons from highly-cited ICASSP papers. CoRR Cynthia C. S. Liem, Doga Tascilar, Andrew M. Demetriou
2024	A*	`conf`	Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals. AAAI Patrick Altmeyer, Mojtaba Farmanbar, Arie van Deursen, Cynthia C. S. Liem
2024	J	`jnl`	Learning with Music Signals: Technology Meets Education (Dagstuhl Seminar 24302). Dagstuhl Reports Meinard Müller, Cynthia C. S. Liem, Brian McFee, Simon J. Schwär
2024	J	`jnl`	Multi-objective differential evolution in the generation of adversarial examples. Sci. Comput. Program. Antony Bartlett, Cynthia C. S. Liem, Annibale Panichella
2024	—	`ed.`	MultiMedia Modeling - 30th International Conference, MMM 2024, Amsterdam, The Netherlands, January 29 - February 2, 2024, Proceedings, Part I MMM (1) Stevan Rudinac, Alan Hanjalic, Cynthia C. S. Liem, Marcel Worring, Björn Þór Jónsson, Bei Liu, Yoko Yamakata
2024	—	`ed.`	MultiMedia Modeling - 30th International Conference, MMM 2024, Amsterdam, The Netherlands, January 29 - February 2, 2024, Proceedings, Part II MMM (2) Stevan Rudinac, Alan Hanjalic, Cynthia C. S. Liem, Marcel Worring, Björn Þór Jónsson, Bei Liu, Yoko Yamakata
2024	—	`ed.`	MultiMedia Modeling - 30th International Conference, MMM 2024, Amsterdam, The Netherlands, January 29 - February 2, 2024, Proceedings, Part III MMM (3) Stevan Rudinac, Alan Hanjalic, Cynthia C. S. Liem, Marcel Worring, Björn Þór Jónsson, Bei Liu, Yoko Yamakata
2024	—	`ed.`	MultiMedia Modeling - 30th International Conference, MMM 2024, Amsterdam, The Netherlands, January 29 - February 2, 2024, Proceedings, Part IV MMM (4) Stevan Rudinac, Alan Hanjalic, Cynthia C. S. Liem, Marcel Worring, Björn Þór Jónsson, Bei Liu, Yoko Yamakata
2024	—	`ed.`	MultiMedia Modeling - 30th International Conference, MMM 2024, Amsterdam, The Netherlands, January 29 - February 2, 2024, Proceedings, Part V MMM (5) Stevan Rudinac, Alan Hanjalic, Cynthia C. S. Liem, Marcel Worring, Björn Þór Jónsson, Bei Liu, Yoko Yamakata
2024	J	`jnl`	On the challenges of studying bias in Recommender Systems: A UserKNN case study. CoRR Savvina Daniil, Manel Slokom, Mirjam Cuper, Cynthia C. S. Liem, Jacco van Ossenbruggen, Laura Hollink
2024	J	`jnl`	Position Paper: Against Spurious Sparks - Dovelating Inflated AI Claims. CoRR Patrick Altmeyer, Andrew M. Demetriou, Antony Bartlett, Cynthia C. S. Liem
2024	A*	`conf`	Position: Stop Making Unscientific AGI Performance Claims. ICML Patrick Altmeyer, Andrew M. Demetriou, Antony Bartlett, Cynthia C. S. Liem
2024	J	`jnl`	Reproducing Popularity Bias in Recommendation: The Effect of Evaluation Strategies. Trans. Recomm. Syst. Savvina Daniil, Mirjam Cuper, Cynthia C. S. Liem, Jacco van Ossenbruggen, Laura Hollink
2024	—	`conf`	Towards Automated Personal Value Estimation in Song Lyrics. ISMIR Andrew M. Demetriou, Jaehun Kim, Sandy Manolios, Cynthia C. S. Liem
2024	J	`jnl`	Towards Estimating Personal Values in Song Lyrics. CoRR Andrew M. Demetriou, Jaehun Kim, Sandy Manolios, Cynthia C. S. Liem
2023	—	`conf`	Annotation Practices in Societally Impactful Machine Learning Applications: What are Popular Recommender Systems Models Actually Trained On? Perspectives@RecSys Andra-Georgiana Sav, Andrew M. Demetriou, Cynthia C. S. Liem
2023	—	`conf`	Endogenous Macrodynamics in Algorithmic Recourse. SaTML Patrick Altmeyer, Giovan Angela, Aleksander Buszydlik, Karol Dobiczek, Arie van Deursen, Cynthia C. S. Liem
2023	J	`jnl`	Endogenous Macrodynamics in Algorithmic Recourse. CoRR Patrick Altmeyer, Giovan Angela, Aleksander Buszydlik, Karol Dobiczek, Arie van Deursen, Cynthia C. S. Liem
2023	J	`jnl`	Explaining Black-Box Models through Counterfactuals. CoRR Patrick Altmeyer, Arie van Deursen, Cynthia C. S. Liem
2023	J	`jnl`	Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals. CoRR Patrick Altmeyer, Mojtaba Farmanbar, Arie van Deursen, Cynthia C. S. Liem
2023	—	`conf`	On the Strengths of Pure Evolutionary Algorithms in Generating Adversarial Examples. SBFT Antony Bartlett, Cynthia C. S. Liem, Annibale Panichella
2023	J	`jnl`	Registered Report : Perception of Other's Musical Preferences Based on Their Personal Values. CoRR Sandy Manolios, Catholijn M. Jonker, Cynthia C. S. Liem
2023	J	`jnl`	The Biased Journey of MSD_AUDIO.ZIP. CoRR Haven Kim, Keunwoo Choi, Mateusz Modrzejewski, Cynthia C. S. Liem
2023	—	`conf`	Treat societally impactful scientific insights as open-source software artifacts. ICSE (SEIS) Cynthia C. S. Liem, Andrew M. Demetriou
2023	J	`jnl`	Treat societally impactful scientific insights as open-source software artifacts. CoRR Cynthia C. S. Liem, Andrew M. Demetriou
2022	J	`jnl`	Hidden Author Bias in Book Recommendation. CoRR Savvina Daniil, Mirjam Cuper, Cynthia C. S. Liem, Jacco van Ossenbruggen, Laura Hollink
2022	J	`jnl`	Modeling, Recognizing, and Explaining Apparent Personality From Videos. IEEE Trans. Affect. Comput. 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
2022	—	`conf`	Scriptoria: A Crowd-powered Music Transcription System. WWW (Companion Volume) Ioannis Petros Samiotis, Christoph Lofi, Shaad Alaka, Cynthia C. S. Liem, Alessandro Bozzon
2022	—	`conf`	Social Inclusion in Curated Contexts: Insights from Museum Practices. FAccT Han-Yin Huang, Cynthia C. S. Liem
2022	J	`jnl`	Social Inclusion in Curated Contexts: Insights from Museum Practices. CoRR Han-Yin Huang, Cynthia C. S. Liem
2022	—	`conf`	The power of deep without going deep? A study of HDPGMM music representation learning. ISMIR Jaehun Kim, Cynthia C. S. Liem
2021	—	`conf`	ReproducedPapers.org: Openly Teaching and Structuring Machine Learning Reproducibility. RRPR 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
2021	—	`conf`	What Are We Really Testing in Mutation Testing for Machine Learning? A Critical Reflection. ICSE (NIER) Annibale Panichella, Cynthia C. S. Liem
2021	J	`jnl`	What Are We Really Testing in Mutation Testing for Machine Learning? A Critical Reflection. CoRR Annibale Panichella, Cynthia C. S. Liem
2020	—	`conf`	Butter Lyrics Over Hominy Grit: Comparing Audio and Psychology-Based Text Features in MIR Tasks. ISMIR Jaehun Kim, Andrew M. Demetriou, Sandy Manolios, Maria Stella Tavella, Cynthia C. S. Liem
2020	—	`conf`	Can't trust the feeling? How open data reveals unexpected behavior of high-level music descriptors. ISMIR Cynthia C. S. Liem, Chris Mostert
2020	—	`conf`	Microtask Crowdsourcing for Music Score Transcriptions: An Experiment with Error Detection. ISMIR Ioannis Petros Samiotis, Sihang Qiu, Andrea Mauri, Cynthia C. S. Liem, Christoph Lofi, Alessandro Bozzon
2020	J	`jnl`	One deep music representation to rule them all? A comparative analysis of different representation learning strategies. Neural Comput. Appl. Jaehun Kim, Julián Urbano, Cynthia C. S. Liem, Alan Hanjalic
2020	—	`conf`	Oracle Issues in Machine Learning and Where to Find Them. ICSE (Workshops) Cynthia C. S. Liem, Annibale Panichella
2020	—	`conf`	Read/Write Digital Libraries for Musicology. DLfM David M. Weigl, Werner Goebl, Alex Hofmann, Tim Crawford, Federico Zubani, Cynthia C. S. Liem, Alastair Porter
2020	J	`jnl`	ReproducedPapers.org: Openly teaching and structuring machine learning reproducibility. CoRR 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
2020	J	`jnl`	Run, Forest, Run? On Randomization and Reproducibility in Predictive Software Engineering. CoRR Cynthia C. S. Liem, Annibale Panichella
2019	J	`jnl`	Are Nearby Neighbors Relatives? Testing Deep Music Embeddings. Frontiers Appl. Math. Stat. Jaehun Kim, Julián Urbano, Cynthia C. S. Liem, Alan Hanjalic
2019	J	`jnl`	Are Nearby Neighbors Relatives?: Diagnosing Deep Music Embedding Spaces. CoRR Jaehun Kim, Julián Urbano, Cynthia C. S. Liem, Alan Hanjalic
2019	J	`jnl`	Audiovisual Analysis of Music Performances: Overview of an Emerging Field. IEEE Signal Process. Mag. Zhiyao Duan, Slim Essid, Cynthia C. S. Liem, Gaël Richard, Gaurav Sharma
2019	A	`conf`	Beyond Explicit Reports: Comparing Data-Driven Approaches to Studying Underlying Dimensions of Music Preference. UMAP Jaehun Kim, Andrew M. Demetriou, Sandy Manolios, Cynthia C. S. Liem
2019	—	`conf`	Interweaving and Enriching Digital Music Collections for Scholarship, Performance, and Enjoyment. DLfM 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
2019	—	`conf`	Spotivibes: Tagging Playlist Vibes with Colors. IntRS@RecSys Hiba Abderrazik, Giovan Angela, Hans Brouwer, Henky Janse, Sterre Lutz, Gwennan Smitskamp, Sandy Manolios, Cynthia C. S. Liem
2019	A	`conf`	The influence of personal values on music taste: towards value-based music recommendations. RecSys Sandy Manolios, Alan Hanjalic, Cynthia C. S. Liem
2019	—	`conf`	Towards Creating a Non-synthetic Group Recommendation Dataset. ImpactRS@RecSys Matthijs Rijlaarsdam, Sebastiaan Scholten, Cynthia C. S. Liem
2018	J	`jnl`	Detecting Socially Significant Music Events Using Temporally Noisy Labels. IEEE Trans. Multim. Karthik Yadati, Martha A. Larson, Cynthia C. S. Liem, Alan Hanjalic
2018	J	`jnl`	Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos. CoRR 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
2018	—	`conf`	Music in newspapers: interdisciplinary opportunities and data-related challenges. DLfm Cynthia C. S. Liem
2018	—	`conf`	Novelty-based cognitive processes in unstructured music-making settings in early childhood. ICDL-EPIROB Vicky Charisi, Cynthia C. S. Liem, Emilia Gómez
2018	J	`jnl`	One Deep Music Representation to Rule Them All? : A comparative analysis of different representation learning strategies. CoRR Jaehun Kim, Julián Urbano, Cynthia C. S. Liem, Alan Hanjalic
2018	—	`conf`	Towards Seed-Free Music Playlist Generation: Enhancing Collaborative Filtering with Playlist Title Information. RecSys Challenge Jaehun Kim, Minz Won, Cynthia C. S. Liem, Alan Hanjalic
2018	—	`conf`	Transfer Learning of Artist Group Factors to Musical Genre Classification. WWW (Companion Volume) Jaehun Kim, Minz Won, Xavier Serra, Cynthia C. S. Liem
2018	J	`jnl`	Transfer Learning of Artist Group Factors to Musical Genre Classification. CoRR Jaehun Kim, Minz Won, Xavier Serra, Cynthia C. S. Liem
2017	—	`conf`	A Formalization of Relative Local Tempo Variations in Collections of Performances. ISMIR Jeroen Peperkamp, Klaus Hildebrandt, Cynthia C. S. Liem
2017	B	`conf`	Creative Artefacts and Digital Technology: Enriching Urban Societies through Interactive Experiences. Creativity & Cognition Cynthia C. S. Liem, Andrew Quitmeyer
2017	—	`conf`	DUT-MMSR at MediaEval 2017: Predicting Media Interestingness Task. MediaEval Reza Aditya Permadi, Septian Gilang Permana Putra, Helmiriawan, Cynthia C. S. Liem
2017	J	`jnl`	Exploiting scene maps and spatial relationships in quasi-static scenes for video face clustering. Image Vis. Comput. Alessio Bazzica, Cynthia C. S. Liem, Alan Hanjalic
2017	—	`conf`	Human-Explainable Features for Job Candidate Screening Prediction. CVPR Workshops Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem
2017	J	`jnl`	Multimedia Technologies for Enriched Music Performance, Production, and Consumption. IEEE Multim. Cynthia C. S. Liem, Emilia Gómez, George Tzanetakis
2017	B	`conf`	On the Automatic Identification of Music for Common Activities. ICMR Karthik Yadati, Cynthia C. S. Liem, Martha A. Larson, Alan Hanjalic
2017	A	`conf`	Sequences of Diverse Song Recommendations: An Exploratory Study in a Commercial System. UMAP Nava Tintarev, Christoph Lofi, Cynthia C. S. Liem
2017	J	`jnl`	Vision-based Detection of Acoustic Timed Events: a Case Study on Clarinet Note Onsets. CoRR Alessio Bazzica, J. C. van Gemert, Cynthia C. S. Liem, Alan Hanjalic
2016	C	`conf`	A dataset of multimedia material about classical music: PHENICX-SMM. CBMI Markus Schedl, David Hauger, Marko Tkalcic, Mark S. Melenhorst, Cynthia C. S. Liem
2016	A	`conf`	A personality-based adaptive system for visualizing classical music performances. MMSys Markus Schedl, Mark S. Melenhorst, Cynthia C. S. Liem, Agustín Martorell, Oscar Mayor, Marko Tkalcic
2016	—	`conf`	Crowdsourcing audience perspectives on classical music. ICME Workshops Cynthia C. S. Liem
2016	B	`conf`	From Water Music to 'Underwater Music': Multimedia Soundtrack Retrieval with Social Mass Media Resources. TPDL Cynthia C. S. Liem
2016	—	`conf`	Go with the Flow: When Listeners Use Music as Technology. ISMIR Andrew M. Demetriou, Martha A. Larson, Cynthia C. S. Liem
2016	J	`jnl`	On detecting the playing/non-playing activity of musicians in symphonic music videos. Comput. Vis. Image Underst. Alessio Bazzica, Cynthia C. S. Liem, Alan Hanjalic
2016	B	`conf`	Personalized Retrieval and Browsing of Classical Music and Supporting Multimedia Material. ICMR Marko Tkalcic, Markus Schedl, Cynthia C. S. Liem, Mark S. Melenhorst
2016	—	`conf`	TUD-MMC at MediaEval 2016: Context of Experience task. MediaEval Bo Wang, Cynthia C. S. Liem
2016	—	`conf`	TUD-MMC at MediaEval 2016: Predicting Media Interestingness Task. MediaEval Cynthia C. S. Liem
2016	—	`conf`	Using social media to reveal social and collective perspectives on music. WebSci Deniz Iren, Cynthia C. S. Liem, Jie Yang, Alessandro Bozzon
2015	—	`conf`	A Tablet App to Enrich the Live and Post-Live Experience of Classical Concerts. WSICC@TVX Mark S. Melenhorst, Ron van der Sterren, Andreas Arzt, Agustín Martorell, Cynthia C. S. Liem
2015	—	`conf`	Comparative Analysis of Orchestral Performance Recordings: An Image-Based Approach. ISMIR Cynthia C. S. Liem, Alan Hanjalic
2015	—	`conf`	Exploring Microblog Activity for the Prediction of Hyperlink Anchors in Television Broadcasts. MediaEval Raynor Vliegendhart, Cynthia C. S. Liem, Martha A. Larson
2015	—	`book`	Multifaceted Approaches to Music Information Retrieval. Cynthia C. S. Liem
2015	—	`conf`	PHENICX: Innovating the classical music experience. ICME Workshops Cynthia C. S. Liem, Emilia Gómez, Markus Schedl
2015	—	`conf`	Put the Concert Attendee in the Spotlight. A User-Centered Design and Development Approach for Classical Concert Applications. ISMIR Mark S. Melenhorst, Cynthia C. S. Liem
2014	—	`conf`	Detecting Drops in Electronic Dance Music: Content based approaches to a socially significant music event. ISMIR Karthik Yadati, Martha A. Larson, Cynthia C. S. Liem, Alan Hanjalic
2014	—	`conf`	Exploiting Instrument-wise Playing/Non-Playing Labels for Score Synchronization of Symphonic Music. ISMIR Alessio Bazzica, Cynthia C. S. Liem, Alan Hanjalic
2014	A	`conf`	The Piano Music Companion. ECAI Andreas Arzt, Sebastian Böck, Sebastian Flossmann, Harald Frostel, Martin Gasser, Cynthia C. S. Liem, Gerhard Widmer
2014	—	`conf`	Using Social Media Mining for Estimating Theory of Planned Behaviour Parameters. UMAP Workshops Marko Tkalcic, Bruce Ferwerda, Markus Schedl, Cynthia C. S. Liem, Mark S. Melenhorst, Ante Odic, Andrej Kosir
2013	A	`conf`	A professionally annotated and enriched multimodal data set on popular music. MMSys Markus Schedl, Nicola Orio, Cynthia C. S. Liem, Geoffroy Peeters
2013	—	`conf`	Looking beyond sound: Unsupervised analysis of musician videos. WIAMIS Cynthia C. S. Liem, Alessio Bazzica, Alan Hanjalic
2013	—	`conf`	MusiClef 2013: Soundtrack Selection for Commercials. MediaEval Cynthia C. S. Liem, Nicola Orio, Geoffroy Peeters, Markus Schedl
2013	J	`jnl`	When music makes a scene. Int. J. Multim. Inf. Retr. Cynthia C. S. Liem, Martha A. Larson, Alan Hanjalic
2012	A*	`conf`	2nd international ACM workshop on music information retrieval with user-centered and multimodal strategies (MIRUM). ACM Multimedia Cynthia C. S. Liem, Meinard Müller, Steven K. Tjoa, George Tzanetakis
2012	—	`conf`	Brave New Task: MusiClef Multimodal Music Tagging. MediaEval Cynthia C. S. Liem, Nicola Orio, Geoffroy Peeters, Markus Schedl
2012	A*	`conf`	MuseSync: standing on the shoulders of Hollywood. ACM Multimedia Cynthia C. S. Liem, Alessio Bazzica, Alan Hanjalic
2012	—	`conf`	MusiClef: Multimodal Music Tagging Task. CLEF Nicola Orio, Cynthia C. S. Liem, Geoffroy Peeters, Markus Schedl
2012	—	`ch.`	Music Information Retrieval: An Inspirational Guide to Transfer from Related Disciplines. Multimodal Music Processing Felix Weninger, Björn W. Schuller, Cynthia C. S. Liem, Frank Kurth, Alan Hanjalic
2012	—	`ch.`	Music Information Technology and Professional Stakeholder Audiences: Mind the Adoption Gap. Multimodal Music Processing Cynthia C. S. Liem, Andreas Rauber, Thomas Lidy, Richard Lewis, Christopher Raphael, Joshua D. Reiss, Tim Crawford, Alan Hanjalic
2012	—	`ed.`	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 MIRUM Cynthia C. S. Liem, Meinard Müller, Steven K. Tjoa, George Tzanetakis
2012	—	`ch.`	User-Aware Music Retrieval. Multimodal Music Processing Markus Schedl, Sebastian Stober, Emilia Gómez, Nicola Orio, Cynthia C. S. Liem
2011	A*	`conf`	1st international ACM workshop on music information retrieval with user-centered and multimodal strategies (MIRUM). ACM Multimedia Cynthia C. S. Liem, Meinard Müller, Douglas Eck, George Tzanetakis
2011	—	`conf`	Expressive Timing from Cross-Performance and Audio-based Alignment Patterns: An Extended Case Study. ISMIR Cynthia C. S. Liem, Alan Hanjalic
2011	—	`conf`	Expressivity in Musical Timing in Relation to Musical Structure and Interpretation: A Cross-Performance, Audio-Based Approach. Semantic Audio Cynthia C. S. Liem, Alan Hanjalic, Craig Sapp
2011	—	`ed.`	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 MIRUM Cynthia C. S. Liem, Meinard Müller, Douglas Eck, George Tzanetakis
2011	—	`conf`	The need for music information retrieval with user-centered and multimodal strategies. MIRUM Cynthia C. S. Liem, Meinard Müller, Douglas Eck, George Tzanetakis, Alan Hanjalic
2009	—	`conf`	Cover Song Retrieval: A Comparative Study of System Component Choices. ISMIR Cynthia C. S. Liem, Alan Hanjalic
2007	J	`jnl`	Inferring and predicting context of mobile users. Bell Labs Tech. J. Erik Meeuwissen, Paul Reinold, Cynthia C. S. Liem