111
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: 116
112
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: 2
113
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
INDEXED IN: WOS DBLP
114
TITLE: Methods and tools for causal discovery and causal inference
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: 145
115
TITLE: MetroPT2: A Benchmark dataset for predictive maintenance
AUTHORS: Bruno Veloso ; João Gama ; Rita P Ribeiro ; Pedro Pereira;
PUBLISHED: 2022
INDEXED IN: DBLP
116
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
117
TITLE: PREDICTIVE MAINTENANCE FOR WIND TURBINES
AUTHORS: Sant'Ana, Beatriz; Veloso, Bruno ; Gama, Joao ;
PUBLISHED: 2022, SOURCE: 5th International Conference on Energy and Environment - bringing together Economics and Engineering (ICEE) in TECHNOLOGIES, MARKETS AND POLICIES: BRINGING TOGETHER ECONOMICS AND ENGINEERING
INDEXED IN: WOS
118
TITLE: Semi-causal decision trees
AUTHORS: Nogueira, AR ; Ferreira, CA ; Gama, J ;
PUBLISHED: 2022, SOURCE: PROGRESS IN ARTIFICIAL INTELLIGENCE, VOLUME: 11, ISSUE: 1
INDEXED IN: Scopus WOS DBLP CrossRef: 2
119
TITLE: Temporal Nodes Causal Discovery for in Intensive Care Unit Survival Analysis
AUTHORS: Nogueira, Ana Rita ; Ferreira, Carlos Abreu ; 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: 3
120
TITLE: The MetroPT dataset for predictive maintenance
AUTHORS: Bruno Veloso ; João Gama ; Rita P Ribeiro ; Pedro Mota Pereira;
PUBLISHED: 2022, SOURCE: SCIENTIFIC DATA, VOLUME: 9, ISSUE: 1
INDEXED IN: Scopus WOS DBLP CrossRef: 43
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