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João Manuel Portela da Gama
AuthID:
R-000-75X
Publications
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Proceedings Paper (239)
Article (159)
Editorial Material (46)
Proceedings (31)
Book Chapter (29)
Article in Press (10)
Book (8)
Review (7)
Unpublished (7)
Data Paper (2)
Abstract (1)
Correction (1)
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10
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Confirmed Publications: 540
241
TITLE:
First Principle Models Based Dataset Generation for Multi-Target Regression and Multi-Label Classification Evaluation
PDF
AUTHORS:
Ricardo Sousa;
João Gama
;
PUBLISHED:
2016
,
SOURCE:
2016 Workshop on Large-Scale Learning from Data Streams in Evolving Environments, STREAMEVOLV 2016
in
Proceedings of the Workshop on Large-scale Learning from Data Streams in Evolving Environments (STREAMEVOLV 2016) co-located with the 2016 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2016), Riva del Garda, Italy, September 23, 2016.,
VOLUME:
2069
INDEXED IN:
Scopus
DBLP
IN MY:
ORCID
|
DBLP
242
TITLE:
Hierarchical time series forecast in electrical grids
AUTHORS:
Almeida, V
;
Ribeiro, R
;
Gama, J
;
PUBLISHED:
2016
,
SOURCE:
International Conference on Information Science and Applications, ICISA 2016
in
Lecture Notes in Electrical Engineering,
VOLUME:
376
INDEXED IN:
Scopus
CrossRef
:
2
Unpaywall
IN MY:
ORCID
243
TITLE:
How to Correctly Evaluate an Automatic Bioacoustics Classification Method
AUTHORS:
Juan Gabriel Colonna
;
Joao Gama
; Eduardo F Nakamura;
PUBLISHED:
2016
,
SOURCE:
17th Conference of the Spanish-Association-for-Artificial-Intelligence (CAEPIA)
in
ADVANCES IN ARTIFICIAL INTELLIGENCE, CAEPIA 2016,
VOLUME:
9868
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
:
7
IN MY:
ORCID
|
DBLP
244
TITLE:
IoT Big Data Stream Mining
AUTHORS:
Gianmarco De Francisci Morales; Albert Bifet;
Latifur Khan
;
João Gama
; Wei Fan;
PUBLISHED:
2016
,
SOURCE:
22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2016
in
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, USA, August 13-17, 2016,
VOLUME:
13-17-August-2016
INDEXED IN:
Scopus
DBLP
CrossRef
:
52
IN MY:
ORCID
|
DBLP
245
TITLE:
Measures for Combining Prediction Intervals Uncertainty and Reliability in Forecasting
AUTHORS:
Vania Almeida
;
Joao Gama
;
PUBLISHED:
2016
,
SOURCE:
9th International Conference on Computer Recognition Systems (CORES)
in
PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON COMPUTER RECOGNITION SYSTEMS, CORES 2015,
VOLUME:
403
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
:
1
IN MY:
ORCID
|
DBLP
246
TITLE:
Message from the MDM 2016 general co-chairs
AUTHORS:
Gama, J
; Kumar, V; Tan, KL;
PUBLISHED:
2016
,
SOURCE:
17th IEEE International Conference on Mobile Data Management, IEEE MDM 2016
in
Proceedings - IEEE International Conference on Mobile Data Management,
VOLUME:
2016-July
INDEXED IN:
Scopus
CrossRef
IN MY:
ORCID
247
TITLE:
MINAS: multiclass learning algorithm for novelty detection in data streams
AUTHORS:
Elaine Ribeiro de Faria
;
Andre Carlos Ponce D F de Leon Ferreira Carvalho
;
Joao Gama
;
PUBLISHED:
2016
,
SOURCE:
DATA MINING AND KNOWLEDGE DISCOVERY,
VOLUME:
30,
ISSUE:
3
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
:
58
IN MY:
ORCID
|
DBLP
248
TITLE:
Mining multi-dimensional concept-drifting data streams using Bayesian network classifiers
AUTHORS:
Hanen Borchani; Pedro Larranaga;
Joao Gama
; Concha Bielza;
PUBLISHED:
2016
,
SOURCE:
INTELLIGENT DATA ANALYSIS,
VOLUME:
20,
ISSUE:
2
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
:
13
IN MY:
ORCID
|
DBLP
249
TITLE:
Novelty detection in data streams
Full Text
AUTHORS:
Elaine R Faria
;
Isabel J C R Goncalves
;
Andre C P L F de Carvalho
;
Joao Gama
;
PUBLISHED:
2016
,
SOURCE:
ARTIFICIAL INTELLIGENCE REVIEW,
VOLUME:
45,
ISSUE:
2
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
:
71
IN MY:
ORCID
|
DBLP
250
TITLE:
On Using Temporal Networks to Analyze User Preferences Dynamics
AUTHORS:
Fabiola S F Pereira
; Sandra de Amo;
Joao Gama
;
PUBLISHED:
2016
,
SOURCE:
19th International Conference on Discovery Science (DS) / 27th International Conference on Algorithmic Learning Theory (ALT)
in
DISCOVERY SCIENCE, (DS 2016),
VOLUME:
9956
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
:
5
IN MY:
ORCID
|
DBLP
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