Searched for: subject:"Prediction"
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Deng, T. (author), Manders-Groot, A.M.M. (author), Segers, A.J. (author), Bai, Y. (author), Lin, H.Q. (author)
Tropospheric ozone is a secondary pollutant which can affect human health and plant growth. In this paper, we investigated transferred convolutional neural network long short-term memory (TL-CNN-LSTM) model to predict ozone concentration. Hourly CNN-LSTM model is used to extract features and predict ozone for next hour, which is superior to...
conference paper 2021
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Slot, H. (author), Matthews, D. (author), Schipper, D. (author), van der Heide, E. (author)
article 2021
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Ibrahim, A. (author), Goswami, D. (author), Li, H. (author), Soroa, I.M. (author), Basten, T. (author)
Vehicle platooning has gained attention for its potential to increase road capacity and safety, and higher fuel efficiency. Platoon controls are implemented over Vehicle-to-Vehicle (V2V) wireless communication, in-vehicle networks and Electronic Control Units (ECUs). V2V communication has a low message rate imposed by the V2V standard compared...
article 2021
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Glachs, D. (author), Namli, T. (author), Strohmeier, F. (author), Rodríguez Suárez, G. (author), Sluis, M. (author), Delgado-Lista, J. (author), Sont, J.K. (author), de Graaf, A.A. (author), Salzsieder, E. (author), Vogt, L. (author)
The main objective of POWER2DM is to develop and validate a personalized self-management support system (SMSS) for T1 and T2 diabetes patients that combines and integrates i) a decision support system (DSS) based on leading European predictive personalized models for diabetes interlinked with predictive computer models, ii) automated e-coaching...
article 2021
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Beenackers, M.A. (author), Vermaire, E.J.H. (author), van Dommelen, P. (author), Schuller, A.A. (author)
Large socioeconomic inequalities still exist in oral health. It is already known that oral health-related behaviour may contribute to these inequalities, but why people with a lower socioeconomic position behave less healthily is not easily understood. A possible explanation that integrates insights on health behaviour, stress, and financial...
article 2021
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Smits, M. (author), Verhoeckx, K. (author), Knulst, A. (author), Welsing, P. (author), de Jong, A. (author), Houben, G.F. (author), Le, T.M. (author)
Predicting the allergenicity of novel proteins is challenging due to the absence of validated predictive methods and a well-defined reference set of proteins. The prevalence of sensitization could be a parameter to select reference proteins to characterize allergenic proteins. This study investigated whether the prevalence of sensitization of...
article 2021
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Smits, M. (author), Meijerink, M. (author), Le, T.M. (author), Knulst, A. (author), de Jong, A. (author), Caspers, M.P.M. (author), Lima, E.S. (author), Babe, L. (author), Ladics, G. (author), McClain, S. (author), Houben, G.F. (author), Verhoeckx, K. (author)
Background: Food proteins differ in their allergenic potential. Currently, there is no predictive and validated bio-assay to evaluate the allergenicity of novel food proteins. The objective of this study was to investigate the potential of a human peripheral blood mononuclear cell (PBMC) gene expression assay to identify biomarkers to predict...
article 2021
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Nadi, A. (author), Sharma, S. (author), Snelder, M. (author), Bakri, T. (author), van Lint, H. (author), Tavasszy, L.A. (author)
article 2021
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Smits, M. (author), Nooijen, I. (author), Redegeld, F. (author), de Jong, A. (author), Le, T.M. (author), Knulst, A. (author), Houben, G.F. (author), Verhoeckc, K.C.M. (author)
Scope: No accepted and validated methods are currently available which can accurately predict protein allergenicity. In this study, the role of digestion and transport on protein allergenicity is investigated. Methods and results: Peanut allergens (Ara h 1, 2, 3, and 6) and a milk allergen (β-lactoglobulin) are transported across pig intestinal...
article 2021
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Kim, C. (author), Colborn, K. (author), van Buuren, S. (author), Loar, T. (author), Stevens-Lapsley, J.E. (author), Kittelson, A.J. (author)
The purpose of this study was to develop and test personalized predictions for functional recovery after Total Knee Arthroplasty (TKA) surgery, using a novel neighbors-based prediction approach. We used data from 397 patients with TKA to develop the prediction methodology and then tested the predictions in a temporally distinct sample of 202...
article 2021
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Franken, R. (author), Tromp, P. (author), van de Hoef, W. (author), Jadoenathmisier, T. (author)
article 2021
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van der Burg, L.R.A. (author), van Kuijk, S.M.J. (author), ter Wee, M.M. (author), Heymans, M.W. (author), de Rijk, A.E. (author), Geuskens, G.A. (author), Ottenheijm, R.P.G. (author), Dinant, G.J. (author), Boonen, A. (author)
Background: Societal expenditures on work-disability benefits is high in most Western countries. As a precursor of long-term work restrictions, long-term sickness absence (LTSA) is under continuous attention of policy makers. Different healthcare professionals can play a role in identification of persons at risk of LTSA but are not well trained....
article 2020
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Remington, B.C. (author), Westerhout, J. (author), Meima, M.Y. (author), Blom, W.M. (author), Kruizinga, A.G. (author), Wheeler, M.W. (author), Taylor, S.L. (author), Houben, G.F. (author), Baumert, J.L. (author)
Food allergy and allergen management are important global public health issues. In 2011, the first iteration of our allergen threshold database (ATDB) was established based on individual NOAELs and LOAELs from oral food challenge in roughly 1750 allergic individuals. Population minimal eliciting dose (EDp) distributions based on this dataset...
article 2020
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Borth, M. (author)
Monitoring and managing the health of technical systems with advanced diagnosis and prognosis benefits from fleet analytics: insights on the degradation of other but similar systems help, e.g., to forecast actual issues for predictive maintenance as does detecting and correcting anomalies in usage profiles helps to prevent undue wear and tear....
conference paper 2020
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Marques-Carneiro, J.E. (author), Polgari, P. (author), Koning, E. (author), Seyller, E. (author), Martin, B. (author), van der Burg, E. (author), Giersch, A. (author)
Learning and imitating a complex motor action requires to visually follow complex movements, but conscious perception seems too slow for such tasks. Recent findings suggest that visual perception has a higher temporal resolution at an unconscious than at a conscious level. Here we investigate whether high-temporal resolution in visual perception...
article 2020
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Mohan, R. (author), Silvas, E. (author), Stoutjesdijk, H. (author), Bruynincks, H. (author), de Jager, B. (author)
Most human-centred robotic applications require robots to follow a certain pre-defined path. This makes the robot’s autonomous movements acceptable and predictable for humans. Planning a trajectory for the robot thus involves guiding it along this desired path. The classical approach of segmenting a path into multiple waypoints and tracking them...
article 2020
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Byrne, F.P. (author), Nussbaumer, C.M. (author), Savin, E.J. (author), Milescu, R.A. (author), McElroy, C.R. (author), Clark, J.H. (author), van Vugt-Lussenburg, B.M.A. (author), van der Burg, B. (author), Meima, M.Y. (author), Buist, H.E. (author), Kroese, E.D. (author), Hunt, A.J. (author), Farmer, T.J. (author)
Three dipolar aprotic solvents were designed to possess high dipolarity and low toxicity: N,N,N′,N′-tetrabutylsuccindiamide (TBSA), N,N′-diethyl-N,N′-dibutylsuccindiamide (EBSA), and N,N′-dimethyl-N,N′-dibutylsuccindiamide (MBSA). They were synthesized catalytically by using a K60 silica catalyst in a solventless system. Their water...
article 2020
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Pippia, T. (author), Sijs, J. (author), de Schutter, B. (author)
A single-level rule-based model predictive control (RBMPC) scheme is presented for optimizing the energy management of a grid-connected microgrid composed of local production units, renewable energy sources, local loads, and several types of energy storage systems (ESSs). The single-level controller uses two different models that yield different...
article 2020
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de Winkel, K.N. (author), Pretto, P. (author), Nooij, S.A.E. (author), Cohen, I. (author), Bülthoff, H.H. (author)
The risk of motion sickness is considerably higher in autonomous vehicles than it is in human-operated vehicles. Their introduction will therefore require systems that mitigate motion sickness. We investigated whether this can be achieved by augmenting the vehicle interior with additional visualizations. Participants were immersed in motion...
article 2020
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Beerends, J.G. (author), Neumann, N.M.P. (author), van den Broek, E.L. (author), Casanovas, A.L. (author), Menendez, J.T. (author), Schmidmer, C. (author), Berger, J. (author)
With the introduction of fullband speech coding the question arises what role frequency components above 14 kHz play in speech quality assessment. On the one hand, our results show that bandwidth limitation from 24 kHz down to 14 kHz is not audible to even the most critical subject. On the other hand, 14-24 kHz band limited, audible levels of...
article 2020
Searched for: subject:"Prediction"
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