On Fine-grained Temporal Emotion Recognition in Video: How to Trade off Recognition Accuracy with Annotation Complexity?

Increasing trust in complex machine learning systems: Studies in the music domain

Information Diffusion on Temporal Networks

On predicting individual video viewing experience: The value of user information

Music in Use: Novel perspectives on content-based music Retrieval

Advanced Factorization Models for Recommender Systems

Visual Quality of Experience: A Metric-Driven Perspective

Music Information Retrieval beyond Audio: A Vision-based Approach for Real-world Data

Incorporating Crowd Perspectives into Multimedia Retrieval Systems

Dynamic processes on complex networks: The role of heterogeneity

Large Scale Image Retrieval for Location Estimation

Multifaceted Approaches to Music Information Retrieval

User Intent in Online Video Search

Advanced Retrieval Models for Web Image Search

Ranking and Context-awareness in Recommender Systems

Advancing the Relevance Criteria for Video Search and Visual Summarization

Content Discovery from Composite Audio: An unsupervised approach

Random sampling methods for two-view geometry estimation