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(Area)
Algebra and Computing
Applied and Numerical Analysis
Statistics and Stochastic Processes
Mathematical Modeling in Biomedicine
(Publication Type)
Papers in International Journals
Books
Papers or Chapters in Edited Books
Communications in Conference Proceedings
Thesis
Edition of Books
Papers in National Scientific Journals
(Member Type)
PhD Members
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Papers in International Journals
Aknouche, Abdelhakim ;
Scotto, Manuel
(2024)
A multiplicative thinning-based integer-valued GARCH model
Journal of Time Series Analysis: 45, 4-26.
Santos, K.; Firme, B.; Dias, J. P.;
Amado, Conceição
(2024)
Analysis of motorcycle accident injury severity and performance comparison of machine learning algorithms
Transportation Research Record: 2678(1), 736-748.
Alonso, Andres; Gabirondo, Peru;
Scotto, Manuel
(2024)
Clustering time series by extremal dependence
International Journal of Data Science and Analytics.
Cabral, M.; Loureiro, D.;
Amado, Conceição
; Covas, D. (2024)
Deterioration Models and Service Life Prediction of Vertical Assets of Urban Water Systems
Water Resources Research: 60 (4), e2023WR034854.
Silva, Maria Almeida
;
Amado, Conceição
; Loureiro, D. (2024)
Inferring Demand in Drinking Water Distribution Systems through Stratified Sampling of Billing Data for Smart Meter Installation
Journal of Water Resources Planning and Management: 150 (8), 04024027.
Leite, R;
Amado, Conceição
; Azeitona, M (2024)
Online burst detection in water distribution networks based on dynamic shape similarity measure
Expert Systems with Applications: Volume 248.
Santos, K.; Silva, Nuno M. ; Dias, J. P.;
Amado, Conceição
(2023)
A methodology for crash investigation of motorcycle-cars collisions combining accident reconstruction, finite elements, and experimental tests
Engineering Failure Analysis.
Santos, K.; Firme, B.; Dias, J. P.;
Amado, Conceição
(2023)
Accident Injury Severity and Performance Comparison of Machine Learning Algorithms
Transportation Research Record.
Morais, M. C.
; Wittenberg, P.; Knoth, S. (2023)
An ARL-unbiased modified chart for monitoring autoregressive counts with geometric marginal distributions
Sequential Analysis: 42, 323-347.
Morais, M. C.
; Wittenberg, P.; Cruz, C.J. (2023)
An ARL-unbiased modified np-chart for autoregressive binomial counts
Stochastics and Quality Control: 38, 11-24.
Antunes, Nelson
; Banerjee, S. ; Bhamidi, S.; Pipiras, V. (2023)
Learning attribute and homophily measures through random walks
Applied Network Science (2023): 8:39.
Scotto, Manuel
; Gouveia, Sónia (2023)
On the extremes of the max-INAR(1) process for time series of counts
Communications in Statistics - Theory and Methods: 52, 1136-1154.
Roque, D.; Falcão, A.P.; Perissin, D.;
Amado, Conceição
; Lemos, J.V.; Fonseca, A. (2023)
SARClust—A New Tool to Analyze InSAR Displacement Time Series for Structure Monitoring
Sustainability.
Martins, Ana;
Scotto, Manuel
; Weiss, Christian; Gouveia, Sonia (2023)
Space-time integer-valued ARMA modelling for time series of counts
Electronic Journal of Statistics: 17, 3472-3511.
Morais, M. C.
(2023)
Two features of the GINAR(1) process and their impact on the run length performance of geometric control charts
Entropy (Information Theory, Probability and Statistics - special issue on Discrete-Valued Time Series; editor's choice in 2024): 25, 444.
Santos, K; Dias, J P;
Amado, Conceição
(2022)
A literature review of machine learning algorithms for crash injury severity prediction
Journal of Safety Research: 80, 254-269.
Oliveira, M. Rosário
; Azeitona, M.;
Pacheco, António
;
Valadas, Rui
(2022)
Association measures for interval variables
Advances in Data Analysis and Classification: 16, 491-520.
Barbosa, Susana ;
Scotto, Manuel
(2022)
Extreme heat events in the Iberia Peninsula from extreme value mixture modeling of ERA5-Land air temperature
Weather and Climate Extremes: 36, 100448.
Macedo, Francisco
;
Valadas, Rui
;
Carrasquinha, E.
;
Oliveira, M. Rosário
;
Pacheco, António
(2022)
Feature selection using Decomposed Mutual Information Maximization
Neurocomputing: 513, 215-232.
Farinha, M;
Amado, Conceição
; Morgado, P; Cabral, J (2022)
Increased excursions to functional networks in schizophrenia in the absence of task
Frontiers in Neuroscience: 16.
Kulikova, Maria
;
Kulikov, Gennady Yu
(2022)
Square-root filtering via covariance SVD factors in the accurate continuous-discrete extended-cubature Kalman filter
Applied Numerical Mathematics: 171, 32-44.
Antunes, Nelson
;
Jacinto, G.
;
Pacheco, António
(2022)
Statistical inference in queueing networks with probing information
Queueing Systems: 100, 493-495.
Morais, M. C.
; Wittenberg, P.; Cruz, C. J. (2022)
The np-chart with 3-sigma limits and the ARL-unbiased np-chart revisited
Stochastics and Quality Control: 37, 107-116.
Nunes, Cláudia
;
Pimentel, Rita
(2022)
The Solution to a Differential-Difference Equation Arising in Optimal Stopping of a Jump-Diffusion Process
REVSTAT-Statistical Journal: 20.1, 85-100.
Silva, Maria Almeida
;
Amado, Conceição
; Ribeiro, A; Loureiro, D (2022)
Uncertainty evaluation in time-dependent measurements
Measurement: 196, 15.
Arede, J.;
Oliveira, Irene
; Leite, N. (2021)
A multi-block multivariate analysis to examine the importance of maturity offset in youth basketball
Frontiers in Psychology: 12.
Silva, Maria Almeida
; Loureiro, D;
Amado, Conceição
; Arregui, Francisco J. (2021)
Analysis of household telemetry consumption data for helping in the assessment of apparent and real losses in water distribution systems
Ingeniería del agua: 25.
Martins, Ana;
Scotto, Manuel
; Deus, Ricardo; Monteiro, Alexandra; Gouveia, Sónia (2021)
Association between respiratory hospital admissions and air quality in Portugal: A count time series approach
PLoS ONE: 16(7), e0253455.
Monteiro, Magda; Pereira, Isabel;
Scotto, Manuel
(2021)
Bivariate models for time series of counts: a comparison study between PBINAR models and dynamic factor models
Communications in Statistics - Simulation and Computation: 50, 1873-1887.
Furlan, P; Pfister, M; Matos. J;
Amado, Conceição
; Schleiss, A J (2021)
Blockage Probability Modeling of Large Wood at Reservoir Spillways With Piers
Water Resources Research: 57, e2021WR029722.
Ferreira, Fátima
;
Pacheco, António
;
Ribeiro, Helena
(2021)
Distribution of the number of losses in busy-periods of oscillating M-X/G/1/(n,a,b) systems
Computers & Operations Research: 129, 105180.
Mamode Khan, Naushad; Bakouch, Hassan ; Devi Soobhug, Ashwinee;
Scotto, Manuel
(2021)
Insights on the trend of the novel coronavirus 2019 series in some small island developing states: a thinning-based modelling approach.
Alexandria Engineering Journal: 60, 2535-2550.
Nunes, Cláudia
; Jacco Thijssen; Kuno Huisman; Maria Lavrutich; Peter Kort (2021)
Investment decisions with two-factor uncertainty
Journal of Risk and Financial Management: vol 14, n.11.
Kulikova, Maria
;
Kulikov, Gennady Yu
(2021)
MATLAB-based general approach for square-root extended-unscented and fifth-degree cubature Kalman filtering methods
European Journal of Control: 59, 1-12.
Santos, Cláudia; Pereira, Isabel;
Scotto, Manuel
(2021)
On the theory of periodic multivariate INAR processes
Statistical Papers: 62, 1291-1348.
Nunes, Cláudia
;
Oliveira, Carlos
(2021)
Preventing Environmental Disasters in Investment under Uncertainty
Environmental and Resource Economics, 1-22.
Santos, K; Dias, J P;
Amado, Conceição
; Sousa, J; Francisco, P (2021)
Risk factors associated with the increase of injury severity of powered two wheelers road accidents victims in Portugal
Traffic Injury Prevention: 22:8, 646-650.
Antunes, Nelson
; Bhamidi, S.; Guo, T.; Pipiras, V.; Wang, B. (2021)
Sampling Based Estimation of In- Degree Distribution for Directed Complex Networks
Journal of Computational and Graphical Statistics, 1-14.
Antunes, Nelson
; Guo, T.; Pipiras, V. (2021)
Sampling methods and estimation of triangle count distributions in large networks
Network Science: 9, 134-156.
Kulikova, Maria
; Tsyganova, J.V.;
Kulikov, Gennady Yu
(2021)
SVD-based state and parameter estimation approach for generalized Kalman filtering with application to GARCH-in-Mean estimation
Journal of Computational and Applied Mathematics: 387: 112487.
Silveira, Carlos; Martins, Ana; Gouveia, Sónia;
Scotto, Manuel
; Miranda, Ana I.; Monteiro, Alexandra (2021)
The role of the atmospheric aerosol in weather forecasts for the Iberian peninsula: investigating the direct effects using WRF-Chem model
Atmosphere: 12, 288.
Tsyganova, J.V.;
Kulikova, Maria
; Tsyganov, A.V. (2020)
A general approach for designing the MWGS-based information-form Kalman filtering methods
European Journal of Control: 56, 86-97.
Kulikova, Maria
(2020)
Chandrasekhar-based maximum correntropy Kalman filtering with the adaptive kernel size selection
IEEE Transactions on Automatic Control: 65(2), 741-748.
Morais, M. C.
; Knoth, S. (2020)
Improving the ARL profile and the accuracy of its calculation for Poisson EWMA charts
Quality and Reliability Engineering International: 36, 876–889.
Morais, M. C.
; Schmid, W.;
Ramos, Patrícia F.
; Lazariv, T.;
Pacheco, António
(2020)
Misleading signals in joint schemes for the mean vector and covariance matrix
Quality and Reliability Engineering International: 36, 642–651.
Oliveira, M.A.;
Scotto, Manuel
; Barbosa, S.M.; Freire de Andrade, C.; Freitas, M.C. (2020)
Morphological controls and statistical modelling of boulder transport by extreme storms
Marine Geology: 426, 106216.
Kulikova, Maria
(2020)
On the stable Cholesky factorization-based method for the maximum correntropy criterion Kalman filtering
IFAC-PapersOnLine: 53(2), 482-487.
Kulikova, Maria
(2020)
Sequential maximum correntropy Kalman filtering
AsianJournal of Control: 22(1), 25-33.
Kulikova, Maria
;
Kulikov, Gennady Yu
(2020)
Square-rooting approaches to accurate mixed-type continuous-discrete extended and fifth-degree cubature Kalman filters
IET Radar, Sonar & Navigation: 14(11), 1671-1680.
Furlan, P; Pfister, M; Matos. J;
Amado, Conceição
; Schleiss, A J (2020)
Statistical accuracy for estimations of large wood blockage in a reservoir environment
Environmental Fluid Mechanics, 1-14.
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CEMAT
- Center for Computational and Stochastic Mathematics
Instituto Superior Têcnico
Faculdade de Ciências
Universidade de Lisboa