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TITLE: An analysis of Monte Carlo simulations for forecasting software projects
AUTHORS: Pedro Miranda; João Pascoal Faria ; Filipe Figueiredo Correia ; Ahmed Fares ; Ricardo Graça; João Mendes Moreira ;
PUBLISHED: 2021, SOURCE: 36th Annual ACM Symposium on Applied Computing, SAC 2021 in SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, Republic of Korea, March 22-26, 2021

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TITLE: An Analysis of the State of the Art of Machine Learning for Risk Assessment in Software Projects (S)
AUTHORS: André Sousa; João Pascoal Faria ; João Mendes Moreira ;
PUBLISHED: 2021, SOURCE: The 33rd International Conference on Software Engineering and Knowledge Engineering, SEKE 2021, KSIR Virtual Conference Center, USA, July 1 - July 10, 2021., VOLUME: 2021-July

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TITLE: An ensemble of autonomous auto-encoders for human activity recognition Full Text
AUTHORS: Garcia, KD; de Sa, CR; Poel, M; Carvalho, T ; Mendes Moreira, J ; Cardoso, JMP ; de Carvalho, ACPLF; Kok, JN;
PUBLISHED: 2021, SOURCE: NEUROCOMPUTING, VOLUME: 439

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TITLE: Applying Machine Learning to Risk Assessment in Software Projects
AUTHORS: Sousa, Andre; Faria, Joao Pascoal ; Mendes Moreira, Joao ; Gomes, Duarte; Henriques, Pedro Castro; Graca, Ricardo;
PUBLISHED: 2021, SOURCE: 21st Joint 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, PT II, VOLUME: 1525

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TITLE: Benchmark of Encoders of Nominal Features for Regression
AUTHORS: Diogo Seca; João Mendes Moreira ;
PUBLISHED: 2021, SOURCE: World Conference on Information Systems and Technologies, WorldCIST 2021 in Trends and Applications in Information Systems and Technologies - Volume 1, WorldCIST 2021, Terceira Island, Azores, Portugal, 30 March - 2 April, 2021., VOLUME: 1365

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TITLE: Embedding Traffic Network Characteristics Using Tensor for Improved Traffic Prediction
AUTHORS: Bhanu, M; Mendes Moreira, J ; Chandra, J;
PUBLISHED: 2021, SOURCE: IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, VOLUME: 22, ISSUE: 6

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TITLE: Inmplode: A framework to interpret multiple related rule-based models Full Text
AUTHORS: Strecht, P ; Mendes Moreira, J ; Soares, C ;
PUBLISHED: 2021, SOURCE: EXPERT SYSTEMS, VOLUME: 38, ISSUE: 6

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TITLE: Novelty Detection in Physical Activity
AUTHORS: Leite, B; Abdalrahman, A; Castro, J; Frade, J; Moreira, J ; Soares, C ;
PUBLISHED: 2021, SOURCE: 13th International Conference on Agents and Artificial Intelligence (ICAART) in ICAART: PROCEEDINGS OF THE 13TH INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE - VOL 2, VOLUME: 2

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TITLE: Pastprop-RNN: improved predictions of the future by correcting the past
AUTHORS: André Baptista; Yassine Baghoussi; Carlos Soares ; João Mendes Moreira ; Miguel Arantes;
PUBLISHED: 2021, SOURCE: CoRR, VOLUME: abs/2106.13881

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TITLE: Predicting Predawn Leaf Water Potential up to Seven Days Using Machine Learning
AUTHORS: Fares, Ahmed A. ; Vasconcelos, Fabio; Mendes Moreira, Joao ; Ferreira, Carlos ;
PUBLISHED: 2021, SOURCE: 20th EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE (EPIA 2021), VOLUME: 12981

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