Ci2 Researcher

Renato Panda

Coordinator - Data Lab

Integrated

Intelligent and Pervasive Environments

renato.panda@ipt.pt

ORCID: 0000-0003-2539-5590
Ciência ID: 661A-31CC-8D19
Scholar ID: WT5afVUAAAAJ
Scopus ID: 55354413900
WoS ID: AAK-7581-2020

Projects: 5
Publications: 13
Areas of Interest
APPLIED MACHINE LEARNING
MUSIC EMOTION RECOGNITION
MUSIC INFORMATION RETRIEVAL
Academic Information
Academic Degree

Doctorate (PhD)

Graduation Year

2019

Ci2 Information
Entry Date at Ci2

2021-02-01

About

Renato Panda is an Auxiliary Researcher (non-tenured) at the Smarter Cities Research Center (Ci2), Polytechnic Institute of Tomar (IPT), where he also lectures in Informatics Engineering. His main research line is related to information retrieval, specifically Music Emotion Recognition (MER), with more than 20 publications in the field, including three highly impactful papers in IEEE Transactions of Affective Computing over the last few years. Since concluding his doctoral thesis, honored with two Ph.D. awards, he has actively collaborated with other renowned R&D Units, such as the Centre for Informatics and Systems of the University of Coimbra (CISUC), where he currently co-supervises two Ph.D. students and several MSc and grant holders. He is part of two ongoing FCT R&D Projects (MERGE and Brainplayback, with an application acceptance rate of <10%). In addition to his main line, he collaborates on other applied research problems, mainly dealing with data analysis, machine learning, and software engineering. Examples include two concluded Compete/P2020 projects (VitaSenior and MovTour), where he mentored grand holders, or his recent participation in the COST Action Mobilise CA17106, dealing with machine learning on images of natural history collections. He is also one of the Open Science managers at the Ci2.

Projects

Publications

Displaying items 1-5 of 13 in total
Conference abstract
Improving Deep Learning Methodologies for Music Emotion Recognition
30th Portuguese Conference on Pattern Recognition

2024
Unranked
Not indexed
Conference paper
"Back in my day...": A Preliminary Study on the Differences in Generational Groups Perception of Musically-evoked Emotion
21st Sound and Music Computing Conference

2024
Q3
Scopus
Conference paper
Exploring Deep Learning Methodologies for Music Emotion Recognition
21st Sound and Music Computing Conference

2024
Unranked
Scopus
Journal article
Decoding Musical Valence and Arousal: Exploring the Neural Correlates of Music-Evoked Emotions and the Role of Expressivity Features
IEEE Transactions on Affective Computing

2024
Q3
Scopus
Journal article
A Comparison Study of Deep Learning Methodologies for Music Emotion Recognition
Sensors

2024
Unranked
Scopus