Personal information
Verified email addresses
panda@dei.uc.pt
renato.panda@ipt.pt
Verified email domains
uc.pt
ipt.pt
information retrieval, music emotion recognition, music data mining, applied machine learning
Portugal
Biography
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.
Activities
Employment (2)
2021-02-01
to
present
|
Auxiliary Researcher
(Smart Cities Research Center)
Employment
Source:
Renato Panda
2013-03
to
2017-02
|
PhD Fellowship Holder
Employment
Source:
Renato Panda
Education and qualifications (3)
2019
|
PhD in Information Science and Technology
(Faculty of Sciences and Technology / Department of Informatics Engineering)
Education
Source:
Renato Panda
2010
|
MSc in Informatis Engineering
(Faculty of Sciences and Technology / Department of Informatics Engineering)
Education
Source:
Renato Panda
2008
|
BSc in Informatics Engineering
(Faculty of Sciences and Technology / Department of Informatics Engineering)
Education
Source:
Renato Panda
Professional activities (3)
2020-10
|
2nd prize - Best PhD Thesis at Fraunhofer Portugal Challenge 2020
Distinction
Source:
Renato Panda
2018
|
Best Poster
Distinction
Source:
Renato Panda
2012
|
1st place at MIREX Audio Train/Test: Mood Classification Task
Distinction
Source:
Renato Panda
Funding (5)
2022-01-01
to
present
|
Contract
Fundação para a Ciência e a Tecnologia
(Lisboa, PT)
GRANT_NUMBER:
PTDC/CCI-COM/3171/2021
Source:
check_circle
CIÊNCIAVITAE
2022-01-01
to
2023-12
|
Contract
Fundação para a Ciência e a Tecnologia
(Lisboa, PT)
GRANT_NUMBER:
EXPL/PSI-GER/0948/2021
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
2)
2019-01-01
to
2019-12-31
|
Grant
Fundação para a Ciência e Tecnologia
(Lisbon, PT)
GRANT_NUMBER:
154639UID
Source:
Renato Panda
via
DimensionsWizard
grade
Preferred source
(of
2)
2013-03-01
to
2017-02-28
|
Grant
Fundação para a Ciência e a Tecnologia
(Lisboa, PT)
GRANT_NUMBER:
SFRH/BD/91523/2012
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
2)
2010
to
2013
|
Contract
Fundação para a Ciência e a Tecnologia
(Lisboa, PT)
Source:
check_circle
CIÊNCIAVITAE
Works (39)
Sound and Music Computing Conference (SMC2024)
2024
|
Conference paper
SOURCE-WORK-ID:
cv-prod-id-4357021
Contributors:
Pedro Lima Louro;
Panda, Renato;
Panda, Renato
Source:
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CIÊNCIAVITAE
grade
Preferred source
(of
5)
IEEE Transactions on Affective Computing
2024
|
Journal article
Contributors:
Alexandre Sayal;
Ana Gabriela Guedes;
Inês Almeida;
Daniela Jardim Pereira;
César F. Lima;
Renato Panda;
Rui Pedro Paiva;
Teresa Sousa;
Miguel Castelo-Branco;
Inês Bernardino
et al.
Source:
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Crossref
grade
Preferred source
(of
2)
Sound and Music Computing Conference (SMC2024)
2024
|
Conference paper
SOURCE-WORK-ID:
cv-prod-id-4357020
Contributors:
Louro, Pedro;
Redinho, Hugo;
Malheiro, Ricardo;
Paiva, Rui Pedro;
Panda, Renato
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
4)
15th International Workshop on Machine Learning and Music (MML2024), in Conjunction with ECML/PKDD 2024
2024
|
Conference paper
SOURCE-WORK-ID:
cv-prod-id-4357022
Contributors:
Ferreira, Tomás;
Redinho, Hugo;
Louro, Pedro;
Malheiro, Ricardo;
Paiva, Rui Pedro;
Panda, Renato
Source:
check_circle
CIÊNCIAVITAE
16th International Conference on Knowledge Discovery and Information Retrieval (KDIR), part of the 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K)
2024-11-17
|
Conference paper
SOURCE-WORK-ID:
cv-prod-id-4427626
Contributors:
Louro, Pedro;
Branco, Guilherme;
Redinho, Hugo;
Correia, Ricardo;
Malheiro, Ricardo;
Panda, Renato;
Paiva, Rui Pedro
Source:
check_circle
CIÊNCIAVITAE
30th Portuguese Conference on Pattern Recognition (RECPAD 2024)
2024-10
|
Conference paper
SOURCE-WORK-ID:
cv-prod-id-4429015
Contributors:
Louro, Pedro;
Redinho, Hugo;
Malheiro, Ricardo;
Paiva, Rui Pedro;
Panda, Renato
Source:
check_circle
CIÊNCIAVITAE
Zenodo
2024-10-16
|
Dataset
Contributors:
Pedro Lima Louro;
Hugo Redinho;
Ricardo Correia Nascimento dos Santos;
Ricardo Malheiro;
Renato Panda;
Rui Pedro Paiva
Source:
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DataCite
grade
Preferred source
(of
4)
Sensors
2024-03-29
|
Journal article
SOURCE-WORK-ID:
cv-prod-id-4222632
Contributors:
Louro, Pedro;
Redinho, Hugo;
Malheiro, Ricardo;
Paiva, Rui Pedro;
Panda, Renato
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
2)
2024-02-28
|
Preprint
SOURCE-WORK-ID:
cv-prod-id-4120661
WOSUID:
PPRN:87907471
Contributors:
Alexandre Sayal;
Ana Gabriela Guedes;
Inês Almeida;
Daniela Jardim Pereira;
César Lima;
Panda, Renato;
Rui Pedro Paiva;
et al.
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
3)
Biodiversity Data Journal
2023-11-30
|
Journal article
SOURCE-WORK-ID:
cv-prod-id-3600249
EID:
2-s2.0-85184250254
Contributors:
Groom, Quentin;
Dillen, Mathias;
Addink, Wouter;
Ariño, Arturo H.;
Bölling, Christian;
Bonnet, Pierre;
Cecchi, Lorenzo;
et al.
Source:
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CIÊNCIAVITAE
grade
Preferred source
(of
7)
29th Portuguese Conference on Pattern Recognition (RECPAD 2023)
2023-10
|
Conference abstract
SOURCE-WORK-ID:
cv-prod-id-3553275
OTHER-ID:
@conferenceObject{http://hdl.handle.net/10400.26/47857,title = {29th Portuguese Conference on Pattern Recognition (RECPAD 2023)},conferencePlace = {Coimbra, Portugal},}
Contributors:
Guedes, Ana Gabriela;
Sayal, Alexandre;
Panda, Renato;
Paiva, Rui Pedro;
Direito, Bruno
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
2)
2022 2nd International Conference on New Technologies of Information and Communication (NTIC)
2022-12-21
|
Conference paper
SOURCE-WORK-ID:
cv-prod-id-3400306
EID:
2-s2.0-85158891108
Contributors:
Correia, Pedro;
Gomes, Marcela;
Martins, Gabriel;
Panda, Renato;
Corresponding author: Correia, Pedro.
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
3)
XXIII Encontro da REALP - Ciências da Sustentabilidade em Língua Portuguesa
2022-10
|
Conference abstract
SOURCE-WORK-ID:
cv-prod-id-3600233
Contributors:
Pinho, Henrique;
Oliveira, Luís Miguel Lopes de;
Paulo Coelho;
Correia, Pedro;
Panda, Renato;
Corresponding author: Pinho, Henrique.
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
2)
XXIII Encontro da REALP - Ciências da Sustentabilidade em Língua Portuguesa
2022-10
|
Conference abstract
SOURCE-WORK-ID:
cv-prod-id-3600232
Contributors:
Barros, Manuel;
Pinho, Henrique;
Correia, Pedro;
Panda, Renato;
Silva, Gonçalo;
Corresponding author: Barros, Manuel.
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
2)
Universal Access in the Information Society
2022-01-17
|
Journal article
SOURCE-WORK-ID:
cv-prod-id-2782694
EID:
2-s2.0-85123122075
Contributors:
Pires, Gabriel;
Lopes, Ana;
Correia, Pedro;
Almeida, Luis;
Oliveira, Luís Miguel Lopes de;
Panda, Renato;
Jorge, Dario;
et al.
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
5)
18th Sound and Music Computing Conference (SMC 2021)
2021-06-29
|
Conference paper
SOURCE-WORK-ID:
cv-prod-id-2667212
EID:
2-s2.0-85122060970
Contributors:
Panda, Renato;
Redinho, Hugo;
Gonçalves, Carolina;
Malheiro, Ricardo;
Paiva, Rui Pedro
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
4)
IEEE Transactions on Affective Computing
2020
|
Journal article
SOURCE-WORK-ID:
cv-prod-id-2177928
Contributors:
Panda, Renato;
Malheiro, Ricardo Manuel;
Paiva, Rui Pedro
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
5)
IEEE Transactions on Affective Computing
2020
|
Journal article
SOURCE-WORK-ID:
cv-prod-id-2667195
EID:
2-s2.0-85044777756
Contributors:
Panda, Renato;
Malheiro, R.;
Paiva, Rui Pedro
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
5)
IEEE World Forum on Internet of Things (WF-IoT)
2019
|
Conference paper
SOURCE-WORK-ID:
cv-prod-id-1569606
SOURCE-WORK-ID:
cv-prod-id-2666141
WOSUID:
WOS:000492865800142
OTHER-ID:
cv-prod-1517789
EID:
2-s2.0-85073907165
Contributors:
Mendes, Diogo;
Panda, Renato;
Dias, Pedro;
Jorge, Dário;
António, Ricardo;
Oliveira, Luís Miguel Lopes de;
Pires, Gabriel
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
5)
Universidade de Coimbra
2019-05-08
|
Dissertation or Thesis
SOURCE-WORK-ID:
cv-prod-id-1569670
WOSUID:
GRANTS:15432802
OTHER-ID:
101448848
Contributors:
Panda, Renato;
Panda, Renato Eduardo Silva
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
4)
2018
|
Dataset
SOURCE-WORK-ID:
cv-prod-id-4095540
Contributors:
Panda, Renato;
Malheiro, Ricardo;
Paiva, Rui Pedro
Source:
check_circle
CIÊNCIAVITAE
IEEE Transactions on Affective Computing
2018
|
Journal article
SOURCE-WORK-ID:
cv-prod-id-2667193
WOSUID:
WOS:000433351100008
EID:
2-s2.0-85047880602
Contributors:
Malheiro, Ricardo;
Panda, Renato;
Gomes, Paulo;
Paiva, Rui Pedro
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
5)
Healthcom 2018
2018
|
Conference paper
SOURCE-WORK-ID:
cv-prod-id-701674
EID:
2-s2.0-85058289721
WOSUID:
WOS:000517603800041
Contributors:
Pires, Gabriel;
Correia, Pedro;
Jorge, Dário;
Mendes, Diogo;
Gomes, Nelson;
Dias, Pedro;
Ferreira, Pedro;
et al.
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
5)
19th International Society for Music Information Retrieval Conference – ISMIR 2018
2018-09-23
|
Conference paper
SOURCE-WORK-ID:
cv-prod-id-701672
EID:
2-s2.0-85069857501
Contributors:
Panda, Renato;
Malheiro, Ricardo;
Paiva, Rui Pedro
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
4)
Conferência Gestão & Tecnologi@ - Criação de Valor em Saúde
2018-06-29
|
Conference poster
SOURCE-WORK-ID:
cv-prod-id-2637795
Contributors:
Pires, Gabriel;
Lopes, Ana;
Manso, António Manuel Rodrigues;
Jorge, Dário;
Mendes, Diogo;
Almeida, Luis;
Oliveira, Luís Miguel Lopes de;
et al.
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
3)
9th International Workshop on Music and Machine Learning - MML 2016 - in conjunction with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECML/PKDD 2016
2016
|
Conference paper
SOURCE-WORK-ID:
cv-prod-id-701675
Contributors:
Malheiro, Ricardo;
Panda, Renato;
Gomes, Paulo;
Paiva, Rui Pedro
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
3)
8th International Conference on Knowledge Discovery and Information Retrieval - KDIR 2016
2016
|
Conference paper
SOURCE-WORK-ID:
cv-prod-id-701773
WOSUID:
WOS:000391111000003
EID:
2-s2.0-85006992540
Contributors:
Malheiro, Ricardo;
Panda, Renato;
Gomes, Paulo;
Paiva, Rui Pedro
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
5)
Applied Artificial Intelligence
2015-04-18
|
Journal article
SOURCE-WORK-ID:
cv-prod-id-701677
WOSUID:
WOS:000353403900001
EID:
2-s2.0-84928407823
Contributors:
Panda, Renato;
Rocha, Bruno;
Paiva, Rui Pedro
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
5)
10th International Symposium on Computer Music Multidisciplinary Research - CMMR 2013
2013
|
Conference paper
SOURCE-WORK-ID:
cv-prod-id-701678
Contributors:
Panda, Renato;
Rocha, Bruno;
Paiva, Rui Pedro
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
3)
CMMR 2013
2013
|
Conference paper
SOURCE-WORK-ID:
cv-prod-id-701679
SOURCE-WORK-ID:
cv-prod-id-2667192
Contributors:
Panda, Renato;
Malheiro, Ricardo;
Rocha, Bruno;
Oliveira, António Pedro;
Paiva, Rui Pedro
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
3)
6th International Workshop on Music and Machine Learning - MML 2013 - in conjunction with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECML/PKDD 2013
2013
|
Conference paper
SOURCE-WORK-ID:
cv-prod-id-701680
SOURCE-WORK-ID:
cv-prod-id-2667601
Contributors:
Malheiro, Ricardo;
Panda, Renato;
Gomes, Paulo;
Paiva, Rui Pedro
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
3)
6th International Workshop on Music and Machine Learning - MML 2013 - in conjunction with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECML/PKDD 2013
2013
|
Conference paper
SOURCE-WORK-ID:
cv-prod-id-701681
Contributors:
Rocha, Bruno;
Panda, Renato;
Paiva, Rui Pedro
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
3)
MIREX/ISMIR 2012
2012
|
Conference paper
SOURCE-WORK-ID:
cv-prod-id-701682
Contributors:
Panda, Renato;
Paiva, Rui Pedro;
Panda, Renato;
Paiva, R.P.
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
3)
5th International Workshop on Music and Machine Learning - MML 2012 - in conjunction with the 19th International Conference on Machine Learning - ICML 2012
2012
|
Conference paper
SOURCE-WORK-ID:
cv-prod-id-701683
Contributors:
Panda, Renato;
Paiva, Rui Pedro
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
3)
15th International Conference on Digital Audio Effects (DAFx 2012)
2012
|
Conference paper
SOURCE-WORK-ID:
cv-prod-id-701774
EID:
2-s2.0-84872742305
EID:
2-s2.0-85139272532
Contributors:
Panda, Renato;
Paiva, Rui Pedro
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
4)
8th Sound and Music Computing Conference (SMC2011)
2011
|
Conference paper
SOURCE-WORK-ID:
cv-prod-id-2667588
SOURCE-WORK-ID:
cv-prod-id-701775
EID:
2-s2.0-84905170027
Contributors:
Panda, Renato;
Paiva, Rui Pedro
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
4)
3º Simpósio de Informática - INForum 2011
2011
|
Conference paper
SOURCE-WORK-ID:
cv-prod-id-701686
Contributors:
Cardoso, Luís;
Panda, Renato;
Paiva, Rui Pedro
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
3)
130th Audio Engineering Society Convention 2011 (AES 130)
2011
|
Conference paper
SOURCE-WORK-ID:
cv-prod-id-701776
EID:
2-s2.0-84866035973
Contributors:
Panda, Renato;
Paiva, Rui Pedro
Source:
check_circle
CIÊNCIAVITAE
grade
Preferred source
(of
4)
Source:
Renato Panda
via
OpenAIRE Explore
grade
Preferred source
(of
2)