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.

• Kulikova, Maria; Taylor, David R.; Kulikov, Gennady Yu (2024) Evolving efficiency of the BRICS markets Economic Systems: 48(1), 101166.

• 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.

• Kulikova, Maria; Kulikov, Gennady Yu (2024) Maximum-correntropy-based sequential method for fast neural population activity reconstruction in the cortex from incomplete abnormally-disturbed noisy measurements Communications in Nonlinear Science and Numerical Simulation: 139, 108266.

• 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.

• Kulikova, Maria; Kulikov, Gennady Yu (2023) Data-driven parameter estimation in stochastic dynamic neural fields by state-space approach and continuous-discrete extended Kalman filtering Digital Signal Processing: 136, 104010.

• 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.

• Kulikova, Maria; Kulikov, Gennady Yu (2022) Continuous-discrete unscented Kalman filtering framework by MATLAB ODE solvers and square-root methods Automatica: 141, 110396.

• Kulikova, Maria; Kulikov, Gennady Yu (2022) Estimation of market efficiency process within time-varying autoregressive models by extended Kalman filtering approach Digital Signal Processing: 128, 103619.

• 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.