Cynthia C. S. Liem

Orcid: 0000-0002-5385-7695

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


According to our database1, Cynthia C. S. Liem authored at least 90 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Reproducing Popularity Bias in Recommendation: The Effect of Evaluation Strategies.
Trans. Recomm. Syst., March, 2024

Multi-objective differential evolution in the generation of adversarial examples.
Sci. Comput. Program., 2024

"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., 2024

A quest through interconnected datasets: lessons from highly-cited ICASSP papers.
CoRR, 2024

On the challenges of studying bias in Recommender Systems: A UserKNN case study.
CoRR, 2024

Towards Estimating Personal Values in Song Lyrics.
CoRR, 2024

Position Paper: Against Spurious Sparks - Dovelating Inflated AI Claims.
CoRR, 2024

Position: Stop Making Unscientific AGI Performance Claims.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
The Biased Journey of MSD_AUDIO.ZIP.
CoRR, 2023

Explaining Black-Box Models through Counterfactuals.
CoRR, 2023

Registered Report : Perception of Other's Musical Preferences Based on Their Personal Values.
CoRR, 2023

Endogenous Macrodynamics in Algorithmic Recourse.
Proceedings of the 2023 IEEE Conference on Secure and Trustworthy Machine Learning, 2023

Annotation Practices in Societally Impactful Machine Learning Applications: What are Popular Recommender Systems Models Actually Trained On?
Proceedings of the 3rd Workshop Perspectives on the Evaluation of Recommender Systems 2023 co-located with the 17th ACM Conference on Recommender Systems (RecSys 2023), 2023

Treat societally impactful scientific insights as open-source software artifacts.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering: Software Engineering in Society, 2023

On the Strengths of Pure Evolutionary Algorithms in Generating Adversarial Examples.
Proceedings of the IEEE/ACM International Workshop on Search-Based and Fuzz Testing, 2023

2022
Modeling, Recognizing, and Explaining Apparent Personality From Videos.
IEEE Trans. Affect. Comput., 2022

Hidden Author Bias in Book Recommendation.
CoRR, 2022

Scriptoria: A Crowd-powered Music Transcription System.
Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

The power of deep without going deep? A study of HDPGMM music representation learning.
Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

Social Inclusion in Curated Contexts: Insights from Museum Practices.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

2021
ReproducedPapers.org: Openly Teaching and Structuring Machine Learning Reproducibility.
Proceedings of the Reproducible Research in Pattern Recognition, 2021

What Are We Really Testing in Mutation Testing for Machine Learning? A Critical Reflection.
Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering: New Ideas and Emerging Results, 2021

2020
One deep music representation to rule them all? A comparative analysis of different representation learning strategies.
Neural Comput. Appl., 2020

Run, Forest, Run? On Randomization and Reproducibility in Predictive Software Engineering.
CoRR, 2020

Microtask Crowdsourcing for Music Score Transcriptions: An Experiment with Error Detection.
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

Can't trust the feeling? How open data reveals unexpected behavior of high-level music descriptors.
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

Butter Lyrics Over Hominy Grit: Comparing Audio and Psychology-Based Text Features in MIR Tasks.
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

Oracle Issues in Machine Learning and Where to Find Them.
Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Workshops, Seoul, Republic of Korea, 27 June, 2020

Read/Write Digital Libraries for Musicology.
Proceedings of the DLfM '20: 7th International Conference on Digital Libraries for Musicology, 2020

2019
Audiovisual Analysis of Music Performances: Overview of an Emerging Field.
IEEE Signal Process. Mag., 2019

Are Nearby Neighbors Relatives? Testing Deep Music Embeddings.
Frontiers Appl. Math. Stat., 2019

Are Nearby Neighbors Relatives?: Diagnosing Deep Music Embedding Spaces.
CoRR, 2019

Beyond Explicit Reports: Comparing Data-Driven Approaches to Studying Underlying Dimensions of Music Preference.
Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization, 2019

Towards Creating a Non-synthetic Group Recommendation Dataset.
Proceedings of the 1st Workshop on the Impact of Recommender Systems co-located with 13th ACM Conference on Recommender Systems, 2019

The influence of personal values on music taste: towards value-based music recommendations.
Proceedings of the 13th ACM Conference on Recommender Systems, 2019

Spotivibes: Tagging Playlist Vibes with Colors.
Proceedings of the 6th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems co-located with 13th ACM Conference on Recommender Systems(RecSys 2019), 2019

Interweaving and Enriching Digital Music Collections for Scholarship, Performance, and Enjoyment.
Proceedings of the 6th International Conference on Digital Libraries for Musicology, 2019

2018
Detecting Socially Significant Music Events Using Temporally Noisy Labels.
IEEE Trans. Multim., 2018

Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos.
CoRR, 2018

Transfer Learning of Artist Group Factors to Musical Genre Classification.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Towards Seed-Free Music Playlist Generation: Enhancing Collaborative Filtering with Playlist Title Information.
Proceedings of the ACM Recommender Systems Challenge, 2018

Novelty-based cognitive processes in unstructured music-making settings in early childhood.
Proceedings of the 2018 Joint IEEE 8th International Conference on Development and Learning and Epigenetic Robotics, 2018

Music in newspapers: interdisciplinary opportunities and data-related challenges.
Proceedings of the 5th International Conference on Digital Libraries for Musicology, 2018

2017
Exploiting scene maps and spatial relationships in quasi-static scenes for video face clustering.
Image Vis. Comput., 2017

Multimedia Technologies for Enriched Music Performance, Production, and Consumption.
IEEE Multim., 2017

Vision-based Detection of Acoustic Timed Events: a Case Study on Clarinet Note Onsets.
CoRR, 2017

Sequences of Diverse Song Recommendations: An Exploratory Study in a Commercial System.
Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 2017

On the Automatic Identification of Music for Common Activities.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

DUT-MMSR at MediaEval 2017: Predicting Media Interestingness Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

A Formalization of Relative Local Tempo Variations in Collections of Performances.
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Human-Explainable Features for Job Candidate Screening Prediction.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Creative Artefacts and Digital Technology: Enriching Urban Societies through Interactive Experiences.
Proceedings of the 2017 ACM SIGCHI Conference on Creativity and Cognition, 2017

2016
On detecting the playing/non-playing activity of musicians in symphonic music videos.
Comput. Vis. Image Underst., 2016

Using social media to reveal social and collective perspectives on music.
Proceedings of the 8th ACM Conference on Web Science, 2016

A personality-based adaptive system for visualizing classical music performances.
Proceedings of the 7th International Conference on Multimedia Systems, 2016

Personalized Retrieval and Browsing of Classical Music and Supporting Multimedia Material.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

TUD-MMC at MediaEval 2016: Context of Experience task.
Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016

TUD-MMC at MediaEval 2016: Predicting Media Interestingness Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016

Go with the Flow: When Listeners Use Music as Technology.
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Crowdsourcing audience perspectives on classical music.
Proceedings of the 2016 IEEE International Conference on Multimedia & Expo Workshops, 2016

From Water Music to 'Underwater Music': Multimedia Soundtrack Retrieval with Social Mass Media Resources.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2016

A dataset of multimedia material about classical music: PHENICX-SMM.
Proceedings of the 14th International Workshop on Content-Based Multimedia Indexing, 2016

2015
A Tablet App to Enrich the Live and Post-Live Experience of Classical Concerts.
Proceedings of the 3rd International Workshop on Interactive Content Consumption co-located with ACM International Conference on Interactive Experiences for Television and Online Video (ACM TVX 2015), 2015

Exploring Microblog Activity for the Prediction of Hyperlink Anchors in Television Broadcasts.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Put the Concert Attendee in the Spotlight. A User-Centered Design and Development Approach for Classical Concert Applications.
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Comparative Analysis of Orchestral Performance Recordings: An Image-Based Approach.
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

PHENICX: Innovating the classical music experience.
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

Multifaceted Approaches to Music Information Retrieval.
University Delft, ISBN: 978-94-6299-238-2, 2015

2014
Using Social Media Mining for Estimating Theory of Planned Behaviour Parameters.
Proceedings of the Posters, 2014

Detecting Drops in Electronic Dance Music: Content based approaches to a socially significant music event.
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

Exploiting Instrument-wise Playing/Non-Playing Labels for Score Synchronization of Symphonic Music.
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

The Piano Music Companion.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

2013
When music makes a scene.
Int. J. Multim. Inf. Retr., 2013

Looking beyond sound: Unsupervised analysis of musician videos.
Proceedings of the 14th International Workshop on Image Analysis for Multimedia Interactive Services, 2013

A professionally annotated and enriched multimodal data set on popular music.
Proceedings of the Multimedia Systems Conference 2013, 2013

MusiClef 2013: Soundtrack Selection for Commercials.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

2012
2nd international ACM workshop on music information retrieval with user-centered and multimodal strategies (MIRUM).
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

MuseSync: standing on the shoulders of Hollywood.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Brave New Task: MusiClef Multimodal Music Tagging.
Proceedings of the Working Notes Proceedings of the MediaEval 2012 Workshop, 2012

Music Information Retrieval: An Inspirational Guide to Transfer from Related Disciplines.
Proceedings of the Multimodal Music Processing, 2012

User-Aware Music Retrieval.
Proceedings of the Multimodal Music Processing, 2012

Music Information Technology and Professional Stakeholder Audiences: Mind the Adoption Gap.
Proceedings of the Multimodal Music Processing, 2012

MusiClef: Multimodal Music Tagging Task.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visual Analytics, 2012

2011
Expressivity in Musical Timing in Relation to Musical Structure and Interpretation: A Cross-Performance, Audio-Based Approach.
Proceedings of the AES International Conference Semantic Audio 2011, 2011

The need for music information retrieval with user-centered and multimodal strategies.
Proceedings of the 1st international ACM workshop on Music information retrieval with user-centered and multimodal strategies, Scottsdale, AZ, USA, November 28, 2011

1st international ACM workshop on music information retrieval with user-centered and multimodal strategies (MIRUM).
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Expressive Timing from Cross-Performance and Audio-based Alignment Patterns: An Extended Case Study.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

2009
Cover Song Retrieval: A Comparative Study of System Component Choices.
Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

2007
Inferring and predicting context of mobile users.
Bell Labs Tech. J., 2007


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