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Luís Fernando Raínho Alves Torgo
AuthID:
R-000-9DV
Publications
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Proceedings Paper (72)
Article (48)
Unpublished (10)
Proceedings (5)
Book Chapter (5)
Editorial Material (4)
Book (3)
Article in Press (2)
Data Paper (1)
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Confirmed Publications: 150
71
TITLE:
Exploring Resampling with Neighborhood Bias on Imbalanced Regression Problems
AUTHORS:
Paula Branco
;
Luis Torgo
;
Rita P Ribeiro
;
PUBLISHED:
2017
,
SOURCE:
18th EPIA Conference on Artificial Intelligence (EPIA)
in
PROGRESS IN ARTIFICIAL INTELLIGENCE (EPIA 2017),
VOLUME:
10423
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
:
2
IN MY:
ORCID
|
DBLP
72
TITLE:
Learning Through Utility Optimization in Regression Tasks
AUTHORS:
Branco, P
;
Torgo, L
;
Ribeiro, RP
; Frank, E;
Pfahringer, B
; Rau, MM;
PUBLISHED:
2017
,
SOURCE:
4th IEEE / ACM / ASA International Conference on Data Science and Advanced Analytics (DSAA)
in
2017 IEEE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA),
VOLUME:
2018-January
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
:
3
IN MY:
ORCID
|
DBLP
73
TITLE:
Learning with Imbalanced Domains: Preface
AUTHORS:
Luís Torgo
; Bartosz Krawczyk;
Paula Branco
;
Nuno Moniz
;
PUBLISHED:
2017
,
SOURCE:
First International Workshop on Learning with Imbalanced Domains: Theory and Applications, LIDTA@PKDD/ECML 2017, 22 September 2017, Skopje, Macedonia,
VOLUME:
74
INDEXED IN:
DBLP
IN MY:
ORCID
|
DBLP
74
TITLE:
Model Trees
AUTHORS:
Luís Torgo
;
PUBLISHED:
2017
,
SOURCE:
Encyclopedia of Machine Learning and Data Mining
INDEXED IN:
DBLP
CrossRef
IN MY:
ORCID
|
DBLP
75
TITLE:
Regression Trees
AUTHORS:
Luís Torgo
;
PUBLISHED:
2017
,
SOURCE:
Encyclopedia of Machine Learning and Data Mining
INDEXED IN:
DBLP
CrossRef
:
8
IN MY:
ORCID
|
DBLP
76
TITLE:
Relevance-Based Evaluation Metrics for Multi-class Imbalanced Domains
AUTHORS:
Branco, P
;
Torgo, L
;
Ribeiro, RP
;
PUBLISHED:
2017
,
SOURCE:
21st Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2017
in
ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PAKDD 2017, PT I,
VOLUME:
10234
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
IN MY:
ORCID
|
DBLP
77
TITLE:
Resampling strategies for imbalanced time series forecasting
AUTHORS:
Nuno Moniz
;
Paula Branco
;
Luís Torgo
;
PUBLISHED:
2017
,
SOURCE:
I. J. Data Science and Analytics,
VOLUME:
3,
ISSUE:
3
INDEXED IN:
Scopus
DBLP
CrossRef
:
27
IN MY:
ORCID
|
DBLP
78
TITLE:
SMOGN: a Pre-processing Approach for Imbalanced Regression
AUTHORS:
Paula Branco
;
Luís Torgo
;
Rita P Ribeiro
;
PUBLISHED:
2017
,
SOURCE:
First International Workshop on Learning with Imbalanced Domains: Theory and Applications, LIDTA@PKDD/ECML 2017, 22 September 2017, Skopje, Macedonia,
VOLUME:
74
INDEXED IN:
DBLP
IN MY:
ORCID
|
DBLP
79
TITLE:
A Survey of Predictive Modeling on Im balanced Domains
Full Text
AUTHORS:
Paula Branco
;
Luis Torgo
;
Rita P Ribeiro
;
PUBLISHED:
2016
,
SOURCE:
ACM COMPUTING SURVEYS,
VOLUME:
49,
ISSUE:
2
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
:
683
IN MY:
ORCID
|
DBLP
80
TITLE:
Data Mining with R. Learning with Case Studies, Second Edition
AUTHORS:
Luis Torgo
;
PUBLISHED:
2016
INDEXED IN:
CrossRef
:
36
IN MY:
ORCID
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