ProfileOfResearchers

TÃTULO: Online Influence Forest for Streaming Anomaly Detection
AUTORES: Martins, Ines ; Resende, Joao S. ; Gama, Joao ;
PUBLICAÇÃO: 2023, FONTE: 21st International Symposium on Intelligent Data Analysis (IDA) in ADVANCES IN INTELLIGENT DATA ANALYSIS XXI, IDA 2023, VOLUME: 13876

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TÃTULO: Pollution Emission Patterns of Transportation in Porto, Portugal Through Network Analysis
AUTORES: Andrade, Thiago ; Shaji, Nirbhaya; Ribeiro, Rita P. ; Gama, Joao ;
PUBLICAÇÃO: 2023, FONTE: 22nd EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2023, PT I, VOLUME: 14115

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TÃTULO: Predictive Maintenance, Adversarial Autoencoders and Explainability
AUTORES: Silva, Miguel E. P. ; Veloso, Bruno ; Gama, Joao ;
PUBLICAÇÃO: 2023, FONTE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) in MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES: APPLIED DATA SCIENCE AND DEMO TRACK, ECML PKDD 2023, PT VII, VOLUME: 14175

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TÃTULO: Social network analytics and visualization: Dynamic topic-based influence analysis in evolving micro-blogs Full Text
AUTORES: Tabassum, Shazia ; Gama, Joao ; Azevedo, Paulo J. ; Cordeiro, Mario; Martins, Carlos; Martins, Andre;
PUBLICAÇÃO: 2023, FONTE: EXPERT SYSTEMS, VOLUME: 40, NÚMERO: 5

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TÃTULO: Study on Correlation Between Vehicle Emissions and Air Quality in Porto
AUTORES: Shaji, Nirbhaya; Andrade, Thiago ; Ribeiro, Rita P. ; Gama, Joao ;
PUBLICAÇÃO: 2023, FONTE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2022, PT I, VOLUME: 1752

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TÃTULO: Topic Model with Contextual Outlier Handling: a Study on Electronic Invoice Product Descriptions
AUTORES: Andrade, Cesar; Ribeiro, Rita P. ; Gama, Joao ;
PUBLICAÇÃO: 2023, FONTE: 22nd EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2023, PT I, VOLUME: 14115

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TÃTULO: Towards federated learning: An overview of methods and applications Full Text
AUTORES: Silva, Paula Raissa ; Vinagre, Joao ; Gama, Joao ;
PUBLICAÇÃO: 2023, FONTE: WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, VOLUME: 13, NÚMERO: 2

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TÃTULO: Which Way to Go - Finding Frequent Trajectories Through Clustering
AUTORES: Thiago Andrade ; João Gama ;
PUBLICAÇÃO: 2023, FONTE: 26th International Conference on Discovery Science, DS 2023 in Discovery Science - 26th International Conference, DS 2023, Porto, Portugal, October 9-11, 2023, Proceedings, VOLUME: 14276

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TÃTULO: Why Industry 5.0 Needs XAI 2.0? PDF
AUTORES: Szymon Bobek; Slawomir Nowaczyk; João Gama ; Sepideh Pashami; Rita P Ribeiro ; Zahra Taghiyarrenani; Bruno Veloso ; Lala H Rajaoarisoa; Maciej Szelazek; Grzegorz J Nalepa;
PUBLICAÇÃO: 2023, FONTE: Joint 1st World Conference on eXplainable Artificial Intelligence: Late-Breaking Work, Demos and Doctoral Consortium, xAI-2023: LB-D-DC in Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral Consortium co-located with the 1st World Conference on eXplainable Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28, 2023., VOLUME: 3554

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