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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Unpublished (7)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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Confirmed Publications: 540
131
TITLE:
Optimizing Waste Collection: A Data Mining Approach
AUTHORS:
Londres, G;
Filipe, N
;
Gama, J
;
PUBLISHED:
2020
,
SOURCE:
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)
in
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2019, PT I,
VOLUME:
1167
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
:
2
IN MY:
ORCID
|
DBLP
132
TITLE:
Proceedings of the 8th International Workshop on Big Data, IoT Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications co-located with 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2019), Anchorage, Alaska, August 4-8, 2019
AUTHORS:
Albert Bifet;
Michele Berlingerio
;
João Gama
; Jesse Read;
Ana Rita Nogueira
;
PUBLISHED:
2020
,
SOURCE:
BigMine@KDD,
VOLUME:
2579
INDEXED IN:
DBLP
IN MY:
ORCID
|
DBLP
133
TITLE:
Profiling high leverage points for detecting anomalous users in telecom data networks
Full Text
AUTHORS:
Tabassum, S
;
Azad, MA
;
Gama, J
;
PUBLISHED:
2020
,
SOURCE:
ANNALS OF TELECOMMUNICATIONS,
VOLUME:
75,
ISSUE:
9-10
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
:
7
IN MY:
ORCID
|
DBLP
134
TITLE:
REST framework: A modelling approach towards cooling energy stress mitigation plans for future cities in warming Global South
Full Text
AUTHORS:
Ronita Bardhan; Ramit Debnath;
Joao Gama
; Upadhi Vijay;
PUBLISHED:
2020
,
SOURCE:
SUSTAINABLE CITIES AND SOCIETY,
VOLUME:
61
INDEXED IN:
Scopus
WOS
CrossRef
:
15
IN MY:
ORCID
135
TITLE:
Self Hyper-parameter Tuning for Stream Classification Algorithms
AUTHORS:
Bruno Veloso
;
João Gama
;
PUBLISHED:
2020
,
SOURCE:
2nd International Workshop on IoT Streams for Data-Driven Predictive Maintenance, IoT Streams 2020, and 1st International Workshop on IoT, Edge, and Mobile for Embedded Machine Learning, ITEM 2020, co-located with ECML/PKDD 2020
in
IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning - Second International Workshop, IoT Streams 2020, and First International Workshop, ITEM 2020, Co-located with ECML/PKDD 2020, Ghent, Belgium, September 14-18, 2020, Revised Selected Papers,
VOLUME:
1325
INDEXED IN:
Scopus
DBLP
CrossRef
:
6
IN MY:
ORCID
|
DBLP
136
TITLE:
Spatiotemporal Traffic Anomaly Detection on Urban Road Network Using Tensor Decomposition Method
AUTHORS:
Leo Tisljaric;
Sofia da Silva Fernandes
; Tonci Caric;
João Gama
;
PUBLISHED:
2020
,
SOURCE:
23rd International Conference on Discovery Science, DS 2020
in
Discovery Science - 23rd International Conference, DS 2020, Thessaloniki, Greece, October 19-21, 2020, Proceedings,
VOLUME:
12323
INDEXED IN:
Scopus
DBLP
CrossRef
:
4
IN MY:
ORCID
|
DBLP
137
TITLE:
Trustability in Algorithmic Systems Based on Artificial Intelligence in the Public and Private Sectors
AUTHORS:
Teixeira, S
;
Gama, J
;
Amorim, P
;
Figueira, G
;
PUBLISHED:
2020
,
SOURCE:
ERCIM NEWS,
VOLUME:
2020,
ISSUE:
122
INDEXED IN:
WOS
DBLP
IN MY:
ORCID
|
DBLP
138
TITLE:
Using Network Features for Credit Scoring in MicroFinance: Extended Abstract
AUTHORS:
Paraiso, P
;
Ruiz, S
;
Gomes, P
;
Rodrigues, L
;
Gama, J
;
PUBLISHED:
2020
,
SOURCE:
7th IEEE International Conference on Data Science and Advanced Analytics (DSAA)
in
2020 IEEE 7TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA 2020)
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
:
1
IN MY:
ORCID
|
DBLP
139
TITLE:
Adapting ClusTree for more challenging data stream environments
AUTHORS:
Jakub Zgraja; Richard Hugh Moulton;
Joao Gama
; Andrzej Kasprzak;
Michal Wozniak
;
PUBLISHED:
2019
,
SOURCE:
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS,
VOLUME:
37,
ISSUE:
6
INDEXED IN:
Scopus
WOS
DBLP
CrossRef
IN MY:
ORCID
|
DBLP
140
TITLE:
Anomaly Detection in Sequential Data: Principles and Case Studies
AUTHORS:
Thiago Andrade
;
João Gama
;
Rita P Ribeiro
;
Wesllen Sousa
; André Carvalho;
PUBLISHED:
2019
,
SOURCE:
Wiley Encyclopedia of Electrical and Electronics Engineering
INDEXED IN:
CrossRef
:
6
IN MY:
ORCID
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