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Alessandro B. Melchiorre | Researchclopedia

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Alessandro B. Melchiorre

Johannes Kepler University of Linz ORCID

15

Works

437

Citations

7

h-index

7

i10-index

Research Topics

Music and Audio Processing Recommender Systems and Techniques Neuroscience and Music Perception

Affiliations

Johannes Kepler University of Linz2020–2025

Private Pädagogische Hochschule der Diözese Linz2021–2024

Linz Center of Mechatronics (Austria)2021–2024

Top Works

Investigating gender fairness of recommendation algorithms in the music domain

Alessandro B. Melchiorre,Navid Rekabsaz,et al.

2021138 citations

Explainable Artificial Intelligence (XAI)

Explainability in music recommender systems

Darius Afchar,Alessandro B. Melchiorre,et al.

202267 citations

Analyzing Item Popularity Bias of Music Recommender Systems: Are Different Genders Equally Affected?

Oleg Lesota,Alessandro B. Melchiorre,et al.

202164 citations

Personality Bias of Music Recommendation Algorithms

Alessandro B. Melchiorre,Eva Zangerle,et al.

202045 citations

ProtoMF: Prototype-based Matrix Factorization for Effective and Explainable Recommendations

Alessandro B. Melchiorre,Navid Rekabsaz,et al.

202236 citations

Personality Correlates of Music Audio Preferences for Modelling Music Listeners

Alessandro B. Melchiorre,Markus Schedl

202034 citations

Emotion-aware music tower blocks (EmoMTB ): an intelligent audiovisual interface for music discovery and recommendation

Alessandro B. Melchiorre,David Penz,et al.

202332 citations

LEMONS: Listenable Explanations for Music recOmmeNder Systems

Alessandro B. Melchiorre,Verena Haunschmid,et al.

20217 citations

EmoMTB: Emotion-aware Music Tower Blocks

Alessandro B. Melchiorre,David Penz,et al.

20224 citations