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Yamoah, Grace Gyamfuah (author), Cao, Liji (author), Wu, C. (author), Beekman, F.J. (author), Vandeghinste, Bert (author), Mannheim, Julia G. (author), Rosenhain, Stefanie (author), Leonardic, Kevin (author), Kiessling, Fabian (author), Gremse, Felix (author)Purpose: In biomedical research, imaging modalities help discover pathological mechanisms to develop and evaluate novel diagnostic and theranostic approaches. However, while standards for data storage in the clinical medical imaging field exist, data curation standards for biomedical research are yet to be established. This work aimed at...journal article 2019
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Guo, Y. (author), Aveyard, R.A. (author), Rieger, B. (author)In this paper, we present a multichannel cross-modal fusion algorithm to combine two complementary modalities in electron tomography: X-ray spectroscopy and scanning transmission electron microscopy (STEM). The former reveals compositions with high elemental specificity but low signal-to-noise ratio (SNR), while the latter characterizes the...journal article 2019
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Siskins, M. (author), Lee, M. (author), Alijani, F. (author), Van Blankenstein, Mark R. (author), Davidovikj, D. (author), van der Zant, H.S.J. (author), Steeneken, P.G. (author)Two-dimensional (2D) materials with strong in-plane anisotropy are of interest for enabling orientation-dependent, frequency-tunable, optomechanical devices. However, black phosphorus (bP), the 2D material with the largest anisotropy to date, is unstable as it degrades in air. In this work we show that As<sub>2</sub>S<sub>3</sub> is an...journal article 2019
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Mostafavi, Sina (author), Kemper, Benjamin N. (author), Du, Chong (author)Buildings consist of subsystems and components which have various functional and performance requirements. This inherent multiplicity demands the design and production of multi-material systems with varying and complementary properties and behaviours. This paper discusses a set of methods of digital design modelling and robotic production of...journal article 2019
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- Schornagel, Charlotte (author) master thesis 2018
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Hoekstra, Gerald (author)The introduction and obligation of tendering PT (concessions) in Europe has led to more focus on cost-efficiency and contracts. An additional effect in regional PT is the increase of undesirable boundaries between train and bus, e.g. in the form of non-aligned tariffs and bad interchange possibilities. The goal of a multimodal concession is to...master thesis 2018
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van der Gun, J.P.T. (author)Emergencies disrupting urban transportation systems cause management problems for authorities. This thesis develops simulation methods that permit analysis thereof and evaluation of candidate management plans, tested in three case studies. It formulates a methodological framework using agent-based choice models and multimodal macroscopic dynamic...doctoral thesis 2018
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Abenoza, Roberto F. (author), Cats, O. (author), Susilo, Yusak O. (author)Understanding how satisfaction with individual trip legs aggregates to the overall travel experience for different types of trips will enable the identification of the trip legs that are most impactful. For this purpose we analyze data on retrospective evaluations of entire multi-modal trip experiences and satisfaction with individual trip...journal article 2018
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Mostafavi, Sina (author), Bier, H.H. (author), Kemper, B.N. (author), Fischer, D.L. (author)Considering both architectural and constructional aspects of the built environment, hybridity or multi-materiality is essential to generate functional habitable spaces. Buildings consist of subsystems that each require different and sometimes conflicting material attributes and behaviours. In this context, expanding the solution space for...conference paper 2018
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Polfliet, Mathias (author), Klein, S. (author), Huizinga, W. (author), Paulides, Margarethus M. (author), Niessen, W.J. (author), Vandemeulebroucke, Jef (author)Image registration is an important task in medical image analysis. Whereas most methods are designed for the registration of two images (pairwise registration), there is an increasing interest in simultaneously aligning more than two images using groupwise registration. Multimodal registration in a groupwise setting remains difficult, due to...journal article 2018
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Cabrera Quiros, L.C. (author), Demetriou, A.M. (author), Gedik, E. (author), van der Meij, Leander (author), Hung, H.S. (author)We present MatchNMingle, a novel multimodal/multisensor dataset for the analysis of free-standing conversational groups and speed-dates in-the-wild. MatchNMingle leverages the use of wearable devices and overhead cameras to record social interactions of 92 people during real-life speed-dates, followed by a cocktail party. To our knowledge,...journal article 2018
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Bazilinskyy, P. (author), Petermeijer, S.M. (author), Petrovych, V. (author), Dodou, D. (author), de Winter, J.C.F. (author)An important research question in the domain of highly automated driving is how to aid drivers in transitions between manual and automated control. Until highly automated cars are available, knowledge on this topic has to be obtained via simulators and self-report questionnaires. Using crowdsourcing, we surveyed 1692 people on auditory,...journal article 2018
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Liem, C.C.S. (author), Langer, Markus (author), Demetriou, A.M. (author), Hiemstra, Annemarie M.F. (author), Achmadnoer Sukma Wicaksana, Sukma (author), Born, Marise Ph. (author), König, Cornelis J. (author)In a rapidly digitizing world, machine learning algorithms are increasingly employed in scenarios that directly impact humans. This also is seen in job candidate screening. Data-driven candidate assessment is gaining interest, due to high scalability and more systematic assessment mechanisms. However, it will only be truly accepted and trusted...book chapter 2018
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van Dam, Wirdmer (author)Freight transport is an essential component of the economy, as among other things it ensures the availability of finished goods to consumers. Synchromodal transport is a new transport method that aims to use real-time and flexible switching among different modes of transport according to the latest logistics information, to utilise the different...master thesis 2017
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Achmadnoer Sukma Wicaksana, Sukma (author)Video blogs (vlogs) are a popular media form for people to present themselves. In case a vlogger would be a job candidate, vlog content can be useful for automatically assessing the candidate's traits, as well as potential interviewability. Using a dataset from the CVPR ChaLearn competition, we build a model predicting Big Five personality trait...master thesis 2017
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Chandrasekharan Nair, Sreejith (author)Speech is a natural way of communicating that does not require us to develop any new skills in order to be able to interact with electronic devices. With the evolution of technology, speech has become one of the primary means of communication. Speech recognition is a form of multimedia content analysis, where the information carried in a speech...master thesis 2017
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Bos, S. (author)This thesis describes how multimodal sensor data from a 3D sensor and microphone array can be processed with deep neural networks such that its fusion, the trained neural network, is a) more robust to noise, b) outperforms unimodal recognition and c) enhances unimodal recognition in absence of multimodal data. We built a framework for a complete...master thesis 2017
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Polfliet, Mathias (author), Klein, S. (author), Niessen, W.J. (author), Vandemeulebroucke, Jef (author)Multimodal groupwise registration has been of growing interest to the image processing community due to developments in scanner technologies (e.g. multiparametric MRI, DCE-CT or PET-MR) that increased both the number of modalities and number of images under consideration. In this work a novel methodology is presented for multimodal groupwise...conference paper 2017
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Albeda, J. (author)Affect-adaptive systems are dependent on their ability to automatically recognize a user’s affective state. This study aims to contribute to the creation of an affect-adaptive system that can recognize negative moods of elderly in care homes from a video feed, and improve it by adapting the lighting in the room. An affective database of videos...master thesis 2016
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Zhang, W. (author)Multimodal imaging techniques are emerging in medical diagnosis. The synergistic combination of imaging techniques, such as MRI and PET/SPECT, is highly useful to strengthen each of the individual imaging modalities while reducing any of their disadvantages. In recent years, the progress of technical integration of imaging scanners has led to a...doctoral thesis 2016