61
TITLE: Bank Statements to Network Features: Extracting Features Out of Time Series Using Visibility Graph
AUTHORS: Shaji, Nirbhaya; Gama, Joao ; Ribeiro, Rita P. ; Gomes, Pedro;
PUBLISHED: 2022, SOURCE: 20th International Symposium on Intelligent Data Analysis (IDA) in ADVANCES IN INTELLIGENT DATA ANALYSIS XX, IDA 2022, VOLUME: 13205
INDEXED IN: Scopus WOS DBLP CrossRef
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62
TITLE: Contextualization for the Organization of Text Documents Streams
AUTHORS: Rui Portocarrero Sarmento; Douglas de O Cardoso; João Gama ; Pavel Brazdil ;
PUBLISHED: 2022, SOURCE: CoRR, VOLUME: abs/2206.02632
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63
TITLE: Data-Driven Predictive Maintenance  Full Text
AUTHORS: Gama, Joao ; Ribeiro, Rita P. ; Veloso, Bruno ;
PUBLISHED: 2022, SOURCE: IEEE INTELLIGENT SYSTEMS, VOLUME: 37, ISSUE: 4
INDEXED IN: WOS DBLP CrossRef: 9
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64
TITLE: Federated Anomaly Detection over Distributed Data Streams
AUTHORS: Paula Raissa Silva ; João Vinagre ; João Gama ;
PUBLISHED: 2022, SOURCE: CoRR, VOLUME: abs/2205.07829
INDEXED IN: DBLP
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65
TITLE: Host-based IDS: A review and open issues of an anomaly detection system in IoT
AUTHORS: Martins, Ines ; Resende, Joao S. ; Sousa, Patricia R. ; Silva, Simao; Antunes, Luis ; Gama, Joao ;
PUBLISHED: 2022, SOURCE: FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, VOLUME: 133
INDEXED IN: Scopus WOS DBLP CrossRef: 47
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66
TITLE: How are you Riding? Transportation Mode Identification from Raw GPS Data
AUTHORS: Andrade, Thiago ; Gama, Joao ;
PUBLISHED: 2022, SOURCE: 21st EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2022, VOLUME: 13566
INDEXED IN: Scopus WOS DBLP CrossRef
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67
TITLE: Humans Versus Machines: The Perspective of Two Different Approaches in Classification for Ethical Design
AUTHORS: Teixeira, Sonia ; Rodrigues, Jose; Veloso, Bruno ; Gama, Joao ;
PUBLISHED: 2022, SOURCE: ERCIM NEWS, VOLUME: 2022, ISSUE: 131
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68
TITLE: Methods and tools for causal discovery and causal inference  Full Text
AUTHORS: Nogueira, AR ; Pugnana, A; Ruggieri, S; Pedreschi, D; Gama, J ;
PUBLISHED: 2022, SOURCE: WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 12, ISSUE: 2
INDEXED IN: Scopus WOS DBLP CrossRef: 54
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70
TITLE: Open challenges for Machine Learning based Early Decision-Making research
AUTHORS: Alexis Bondu; Youssef Achenchabe; Albert Bifet; Fabrice Clérot; Antoine Cornuéjols; João Gama ; Georges Hébrail; Vincent Lemaire; Pierre Francois Marteau;
PUBLISHED: 2022, SOURCE: SIGKDD Explor., VOLUME: 24, ISSUE: 2
INDEXED IN: DBLP
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