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description Publicationkeyboard_double_arrow_right Conference object , Contribution for newspaper or weekly magazine , Article 2021 NetherlandsPublisher:ACM Authors: Lawende, M.; Passir, H.; Alpar, G.;Lawende, M.; Passir, H.; Alpar, G.;Contains fulltext : 245271.pdf (Publisher’s version ) (Closed access) ITiCSE '21
Radboud Repository arrow_drop_down Open University of the Netherlands Research PortalContribution for newspaper or weekly magazine . 2021Data sources: Open University of the Netherlands Research Portaladd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1145/3430665.3456316&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert Radboud Repository arrow_drop_down Open University of the Netherlands Research PortalContribution for newspaper or weekly magazine . 2021Data sources: Open University of the Netherlands Research Portaladd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1145/3430665.3456316&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Other literature type , Conference object , Preprint , Article , Contribution for newspaper or weekly magazine 2021 Germany, NetherlandsPublisher:ISCA Funded by:EC | RADAR-CNS, EC | EAREC| RADAR-CNS ,EC| EARSchuller, Björn W.; Batliner, Anton; Bergler, Christian; Mascolo, Cecilia; Han, Jing; Lefter, Iulia; Kaya, Heysem; Amiriparian, Shahin; Baird, Alice; Stappen, Lukas; Ottl, Sandra; Gerczuk, Maurice; Tzirakis, Panagiotis; Brown, Chloë; Chauhan, Jagmohan; Grammenos, Andreas; Hasthanasombat, Apinan; Spathis, Dimitris; Xia, Tong; Cicuta, Pietro; Rothkrantz, Leon J.m.; Zwerts, Joeri A.; Treep, Jelle; Kaandorp, Casper S.; Social and Affective Computing; Sub Social and Affective Computing; Sub Animal Behaviour and Cognition; Sub Ecology and Biodiversity; Finance; Animal Behaviour and Cognition; Ecology and Biodiversity;handle: 1874/415639
The INTERSPEECH 2021 Computational Paralinguistics Challenge addresses four different problems for the first time in a research competition under well-defined conditions: In the COVID-19 Cough and COVID-19 Speech Sub-Challenges, a binary classification on COVID-19 infection has to be made based on coughing sounds and speech; in the Escalation SubChallenge, a three-way assessment of the level of escalation in a dialogue is featured; and in the Primates Sub-Challenge, four species vs background need to be classified. We describe the Sub-Challenges, baseline feature extraction, and classifiers based on the 'usual' COMPARE and BoAW features as well as deep unsupervised representation learning using the AuDeep toolkit, and deep feature extraction from pre-trained CNNs using the Deep Spectrum toolkit; in addition, we add deep end-to-end sequential modelling, and partially linguistic analysis. Comment: 5 pages
NARCIS; TU Delft Rep... arrow_drop_down NARCIS; TU Delft RepositoryConference object . 2021https://doi.org/10.21437/inter...Conference object . 2021 . Peer-reviewedNARCIS; Utrecht University RepositoryContribution for newspaper or weekly magazine . 2021add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.21437/interspeech.2021-19&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen 40 citations 40 popularity Top 1% influence Top 10% impulse Top 1% Powered by BIP!visibility 18visibility views 18 download downloads 18 Powered bymore_vert NARCIS; TU Delft Rep... arrow_drop_down NARCIS; TU Delft RepositoryConference object . 2021https://doi.org/10.21437/inter...Conference object . 2021 . Peer-reviewedNARCIS; Utrecht University RepositoryContribution for newspaper or weekly magazine . 2021add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.21437/interspeech.2021-19&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Conference object , Contribution for newspaper or weekly magazine 2021 Netherlands EnglishAuthors: Shingjergi, K.; Iren, Y.D.; Urlings, C.C.J.; Klemke, R.;Shingjergi, K.; Iren, Y.D.; Urlings, C.C.J.; Klemke, R.;Following the COVID-19 pandemic, as the user-base of online synchronous communication systems skyrocketed, the shortcomings of synchronous online learning systems became more visible. Any attempt to overcome these shortcomings should be considered worthwhile due to the magnitude of potential impact. Improving the quality and addressing the shortcomings of online education is more important than ever. The goal of this multidisciplinary study that lies in the intersection of the fields of Education Science and Computer Science is to address a number of challenges of online education by incorporating AI. This study focuses on developing methods and means to ethically collect and use non-verbal cues of participants of online classrooms to assist teachers, students, and course coordinators by providing real-time and after-the-fact feedback of the students’ learning-centered affective states.
NARCIS arrow_drop_down Open University of the Netherlands Research PortalContribution for newspaper or weekly magazine . 2021Data sources: Open University of the Netherlands Research Portaladd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=1820/51bbdddf-95a2-4f70-b356-50fe75b02182&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert NARCIS arrow_drop_down Open University of the Netherlands Research PortalContribution for newspaper or weekly magazine . 2021Data sources: Open University of the Netherlands Research Portaladd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=1820/51bbdddf-95a2-4f70-b356-50fe75b02182&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Conference object , Article 2020 Netherlands EnglishPublisher:Zenodo Stracke, Christian M.; Bozkurt, Aras; Conole, Grainne; Nascimbeni, Fabio; Ossiannilsson, Ebba; Sharma, Ramesh C.; Burgos, Daniel; Cangialosi, Karen; Cox, Glenda; Mason, Jon; Nerantzi, Chrissi; Obiageli Agbu, Jane F.; Ramírez Montoya, Maria S.; Santos-Hermosa, Gema; Sgouropoulou, Cleo; Shon, Jin G.;Open Education and Open Science are global movements increasingly gaining interest and awareness since the COVID-19 outbreak. These two concepts, which can be traced back to the Middle Ages for Open Science and even earlier for Open Education, bear the potential to support our global society in particular during the current COVID-19 emergency and to build more open and global futures for science and education. Open Education is more a broad movement than a precise concept and discipline as shown by the key dimensions of Open Education that have been analysed and integrated into the OpenEd Quality Framework. Several studies revealed the constant changes in the understanding and implementations of Open Education through the centuries. Specific emphasis of Open Education is on the requirement and need to provide innovative pedagogical models and learning opportunities.
ZENODO arrow_drop_down Open University of the Netherlands Research Portal; NARCISContribution for newspaper or weekly magazine . Conference object . 2020add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.5281/zenodo.4275632&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen 4 citations 4 popularity Top 10% influence Average impulse Average Powered by BIP!visibility 286visibility views 286 download downloads 213 Powered bymore_vert ZENODO arrow_drop_down Open University of the Netherlands Research Portal; NARCISContribution for newspaper or weekly magazine . Conference object . 2020add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.5281/zenodo.4275632&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Part of book or chapter of book , Conference object 2021 NetherlandsPublisher:ACM Authors: Rincon, Alejandro Lopez; Romero, Carmina A.Perez; Maldonado, Lucero Mendoza; Claassen, Eric; +6 AuthorsRincon, Alejandro Lopez; Romero, Carmina A.Perez; Maldonado, Lucero Mendoza; Claassen, Eric; Garssen, Johan; Kraneveld, Aletta D.; Tonda, Alberto; Chicano, Francisco; Afd Pharmacology; Pharmacology;Primer sets are short DNA sequences of 18-22 base pairs, that can be used to verify the presence of a virus, and designed to attach to a specific part of a viral DNA. Designing a primer set requires choosing a region of DNA, avoiding the possibility of hybridization to a similar sequence, as well as considering its GC content and Tm (melting temperature). Coronaviruses, such as SARS-CoV-2, have a considerably large genome (around 30 thousand nucleotides) when compared to other viruses. With the rapid rise and spread of SARS-CoV-2 variants, it has become a priority to breach our lack of specific primers available for diagnosis of this new variants. Here, we propose an evolutionary-based approach to primer design, able to rapidly deliver a high-quality primer set for a target sequence of the virus variant. Starting from viral sequences collected from open repositories, the proposed approach is proven able to uncover a specific primer set for the B.1.1.7 SARS-CoV-2 variant. Only recently identified, B.1.1.7 is already considered potentially dangerous, as it presents a considerably higher transmissibility when compared to other variants.
NARCIS; Vrije Univer... arrow_drop_down NARCIS; Vrije Universiteit Amsterdam (VU Amsterdam) - Institutional RepositoryConference object . 2021NARCIS; Utrecht University RepositoryPart of book or chapter of book . 2021Vrije Universiteit Amsterdam (VU Amsterdam) - Institutional Repository; Vrije Universiteit Amsterdam (VU Amsterdam) – Research Portal; NARCISContribution for newspaper or weekly magazine . Conference object . 2021Mémoires en Sciences de l'Information et de la CommunicationConference object . 2021Full-Text: https://hal.science/hal-03834630/documentadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1145/3449639.3459359&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen 3 citations 3 popularity Top 10% influence Average impulse Average Powered by BIP!more_vert NARCIS; Vrije Univer... arrow_drop_down NARCIS; Vrije Universiteit Amsterdam (VU Amsterdam) - Institutional RepositoryConference object . 2021NARCIS; Utrecht University RepositoryPart of book or chapter of book . 2021Vrije Universiteit Amsterdam (VU Amsterdam) - Institutional Repository; Vrije Universiteit Amsterdam (VU Amsterdam) – Research Portal; NARCISContribution for newspaper or weekly magazine . Conference object . 2021Mémoires en Sciences de l'Information et de la CommunicationConference object . 2021Full-Text: https://hal.science/hal-03834630/documentadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1145/3449639.3459359&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Contribution for newspaper or weekly magazine , Conference object 2020 Denmark, Netherlands, Netherlands, Turkey, NetherlandsPublisher:IEEE Kilic, Heybet; Khaki, Behnam; Gumus, Bilal; Yilmaz, Musa; Palensky, Peter;In recent years, there has been an increasing interest in the integration of photovoltaic (PV) systems in the power grids. Although PV systems provide the grid with clean and renewable energy, their unsafe and inefficient operation can affect the grid reliability. Early stage fault detection plays a crucial role in reducing the operation and maintenance costs and provides a long lifespan for PV arrays. PV Fault detection, however, is challenging especially when DC short circuit occurs under the low irradiance conditions while the arrays are equipped with an active maximum power point tracking (MPPT) mechanism. In this case, the efficiency and power output of a PV array decrease significantly under hard-to-detect faults such as active MPPT and low irradiance. If the hard-to-detect faults are not detected effectively, they will lead to PV array damage and potential fire hazard. To address this issue, in this paper we propose a new sparse representation classifier (SRC) based on feature extraction to effectively detect DC short circuit faults of PV array. To verify the effectiveness of the proposed SRC fault detection method, we use numerical simulation and compare its performance with the artificial neural network (ANN) based fault detection. Virtual/online event due to COVID-19 Green Open Access added to TU Delft Institutional Repository ‘You share, we take care!’ – Taverne project https://www.openaccess.nl/en/you-share-we-take-care Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public. Intelligent Electrical Power Grids
NARCIS; TU Delft Rep... arrow_drop_down NARCIS; TU Delft RepositoryConference object . 2020Dicle Üniversitesi Kurumsal Akademik Arşiv SistemiConference object . 2020Data sources: Dicle Üniversitesi Kurumsal Akademik Arşiv SistemiAalborg University Research PortalContribution for newspaper or weekly magazine . 2020Data sources: Aalborg University Research Portaladd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1109/isie45063.2020.9152421&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu2 citations 2 popularity Average influence Average impulse Average Powered by BIP!visibility 29visibility views 29 download downloads 43 Powered bymore_vert NARCIS; TU Delft Rep... arrow_drop_down NARCIS; TU Delft RepositoryConference object . 2020Dicle Üniversitesi Kurumsal Akademik Arşiv SistemiConference object . 2020Data sources: Dicle Üniversitesi Kurumsal Akademik Arşiv SistemiAalborg University Research PortalContribution for newspaper or weekly magazine . 2020Data sources: Aalborg University Research Portaladd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1109/isie45063.2020.9152421&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Conference object 2021 Netherlands EnglishAuthors: van de Wetering, R.; Dijkman, Jordy;van de Wetering, R.; Dijkman, Jordy;Digital platforms, e.g., like Alibaba, are currently revolutionizing and shaping the business ecosystem and transforming how firms build a competitive advantage. Decision-makers recognize the opportunities created by these new digital technologies, but to create compelling digital platforms, a firm requires digital platform capabilities (DPC). This study tries to explain how enterprise architecture (EA)-driven capabilities, conceptualized as dynamic capabilities, enhance DPC and the firms’ networking capability (NC), i.e., its ability to initiate, maintain, and utilize relationships with other players. A research model is developed with associated hypotheses. Data is collected from 414 respondents, including senior managers, executives, enterprise architects, IT, and business managers, to test the hypotheses. The findings show that EA-driven dynamic capabilities enhance both DPC and NC. This research advances our current understanding of how EA-driven dynamic capabilities drive DPC and NC to form the foundation for achieving business value during the COVID-19 shock.
NARCIS; Open Univers... arrow_drop_down NARCIS; Open University of the Netherlands Research PortalContribution for newspaper or weekly magazine . Conference object . 2021add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=1820/5885b5d9-b1bc-4f02-b9df-34f3168ebe54&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert NARCIS; Open Univers... arrow_drop_down NARCIS; Open University of the Netherlands Research PortalContribution for newspaper or weekly magazine . Conference object . 2021add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=1820/5885b5d9-b1bc-4f02-b9df-34f3168ebe54&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Report , Conference object 2021 NetherlandsPublisher:ACM Bieringa, Richard; Radhakrishnan, Abijith; Singh, Tavneet; Vos, Sophie; Donkervliet, Jesse; Iosup, Alexandru;Since the global COVID-19 pandemic, a shift has occurred to remote education and work. This has been enabled by various video conference systems (VCS) like Zoom, Google Meet, Microsoft Teams which has consequently increased the pressure on digital infrastructure. Understanding the performance of these systems is vital in a world where digital conference environments are becoming the norm. However, limited prior research has been conducted on the topic of VCS in the context of distributed systems and there currently is no method of evaluating these systems using real-world experiments. In this work, we propose a method to compare and evaluate VCS in real-world operation, which capture among others the scalability and performance of these systems. Furthermore, we have designed and implemented a tool to automatically conduct aforementioned real-world experiments. Our approach was used to compare three platforms; Zoom, Microsoft Teams and Jitsi. Our work exposes that there are significant differences between the systems tested in terms of scalability, system metrics and bandwidth usage while also exposing memory leaks in the system widely regarded as the industry market leader.
ZENODO arrow_drop_down Vrije Universiteit Amsterdam (VU Amsterdam) - Institutional Repository; Vrije Universiteit Amsterdam (VU Amsterdam) – Research Portal; NARCISContribution for newspaper or weekly magazine . Conference object . 2021Vrije Universiteit Amsterdam (VU Amsterdam) - Institutional RepositoryConference object . 2021 . Peer-reviewedadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1145/3447545.3451186&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen 1 citations 1 popularity Average influence Average impulse Average Powered by BIP!visibility 549visibility views 549 download downloads 348 Powered bymore_vert ZENODO arrow_drop_down Vrije Universiteit Amsterdam (VU Amsterdam) - Institutional Repository; Vrije Universiteit Amsterdam (VU Amsterdam) – Research Portal; NARCISContribution for newspaper or weekly magazine . Conference object . 2021Vrije Universiteit Amsterdam (VU Amsterdam) - Institutional RepositoryConference object . 2021 . Peer-reviewedadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1145/3447545.3451186&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Conference object 2020 NetherlandsPublisher:IEEE Karim, Md Rezaul; Dohmen, Till; Cochez, Michael; Beyan, Oya; Rebholz-Schuhmann, Dietrich; Decker, Stefan; Park, Taesung; Cho, Young-Rae; Hu, Xiaohua Tony; Yoo, Illhoi; Woo, Hyun Goo; Wang, Jianxin; Facelli, Julio; Nam, Seungyoon; Kang, Mingon;In this paper1, we proposed an explainable deep neural networks (DNN)-based method for automatic detection of COVID-19 symptoms from chest radiography (CXR) images, which we call 'DeepCOVIDExplainer'. We used 15,959 CXR images of 15,854 patients, covering normal, pneumonia, and COVID-19 cases. CXR images are first comprehensively preprocessed and augmented before classifying with a neural ensemble method, followed by highlighting class-discriminating regions using gradient-guided class activation maps (Grad-CAM ++) and layer-wise relevance propagation (LRP). Further, we provide human-interpretable explanations for the diagnosis. Evaluation results show that our approach can identify COVID-19 cases with a positive predictive value (PPV) of 91.6%, 92.45%, and 96.12%, respectively for normal, pneumonia, and COVID-19 cases, respectively, outperforming recent approaches.1Read longer version of this paper: https://arxiv.org/pdf/2004.04582.pdf
NARCIS; Vrije Univer... arrow_drop_down NARCIS; Vrije Universiteit Amsterdam (VU Amsterdam) - Institutional Repository; Vrije Universiteit Amsterdam (VU Amsterdam) – Research PortalContribution for newspaper or weekly magazine . Conference object . 2021 . 2020WHO Global literature on coronavirus diseaseArticle . Conference object . 2020 . Peer-reviewedLicense: IEEE Copyrightadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1109/bibm49941.2020.9313304&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen bronze 65 citations 65 popularity Top 1% influence Top 10% impulse Top 1% Powered by BIP!more_vert NARCIS; Vrije Univer... arrow_drop_down NARCIS; Vrije Universiteit Amsterdam (VU Amsterdam) - Institutional Repository; Vrije Universiteit Amsterdam (VU Amsterdam) – Research PortalContribution for newspaper or weekly magazine . Conference object . 2021 . 2020WHO Global literature on coronavirus diseaseArticle . Conference object . 2020 . Peer-reviewedLicense: IEEE Copyrightadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1109/bibm49941.2020.9313304&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Contribution for newspaper or weekly magazine 2021 Netherlands, Finland, United Kingdom, Italy, Netherlands, Netherlands, France, NetherlandsPublisher:Elsevier BV Ianiro G.; Mullish B. H.; Hvas C. L.; Segal J. P.; Kuijper E. J.; Costello S. P.; Kelly C. R.; Allegretti J. R.; Fischer M.; Iqbal T. H.; Satokari R.; Kao D.; van Prehn J.; Ng S. C.; Bibbo S.; Baunwall S. M. D.; Quraishi M. N.; Sokol H.; Zhang F.; Keller J.; Masucci L.; Quaranta G.; Kassam Z.; Sanguinetti M.; Tilg H.; Gasbarrini A.; Cammarota G.;International audience
Europe PubMed Centra... arrow_drop_down Europe PubMed CentralArticle . 2021Full-Text: http://europepmc.org/articles/PMC7906701Data sources: PubMed CentralNARCIS; The Lancet Gastroenterology & HepatologyArticle . 2021HELDA - Digital Repository of the University of HelsinkiContribution for newspaper or weekly magazine . 2021Data sources: HELDA - Digital Repository of the University of HelsinkiSpiral - Imperial College Digital RepositoryArticle . 2021License: CC BY NC NDData sources: Spiral - Imperial College Digital RepositoryLUMC Scholarly Publications; Leiden University Scholarly Publications Repository; NARCISOther literature type . Article . 2021add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1016/s2468-1253(21)00032-7&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen bronze more_vert Europe PubMed Centra... arrow_drop_down Europe PubMed CentralArticle . 2021Full-Text: http://europepmc.org/articles/PMC7906701Data sources: PubMed CentralNARCIS; The Lancet Gastroenterology & HepatologyArticle . 2021HELDA - Digital Repository of the University of HelsinkiContribution for newspaper or weekly magazine . 2021Data sources: HELDA - Digital Repository of the University of HelsinkiSpiral - Imperial College Digital RepositoryArticle . 2021License: CC BY NC NDData sources: Spiral - Imperial College Digital RepositoryLUMC Scholarly Publications; Leiden University Scholarly Publications Repository; NARCISOther literature type . Article . 2021add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1016/s2468-1253(21)00032-7&type=result"></script>'); --> </script>
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description Publicationkeyboard_double_arrow_right Conference object , Contribution for newspaper or weekly magazine , Article 2021 NetherlandsPublisher:ACM Authors: Lawende, M.; Passir, H.; Alpar, G.;Lawende, M.; Passir, H.; Alpar, G.;Contains fulltext : 245271.pdf (Publisher’s version ) (Closed access) ITiCSE '21
Radboud Repository arrow_drop_down Open University of the Netherlands Research PortalContribution for newspaper or weekly magazine . 2021Data sources: Open University of the Netherlands Research Portaladd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1145/3430665.3456316&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert Radboud Repository arrow_drop_down Open University of the Netherlands Research PortalContribution for newspaper or weekly magazine . 2021Data sources: Open University of the Netherlands Research Portaladd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1145/3430665.3456316&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Other literature type , Conference object , Preprint , Article , Contribution for newspaper or weekly magazine 2021 Germany, NetherlandsPublisher:ISCA Funded by:EC | RADAR-CNS, EC | EAREC| RADAR-CNS ,EC| EARSchuller, Björn W.; Batliner, Anton; Bergler, Christian; Mascolo, Cecilia; Han, Jing; Lefter, Iulia; Kaya, Heysem; Amiriparian, Shahin; Baird, Alice; Stappen, Lukas; Ottl, Sandra; Gerczuk, Maurice; Tzirakis, Panagiotis; Brown, Chloë; Chauhan, Jagmohan; Grammenos, Andreas; Hasthanasombat, Apinan; Spathis, Dimitris; Xia, Tong; Cicuta, Pietro; Rothkrantz, Leon J.m.; Zwerts, Joeri A.; Treep, Jelle; Kaandorp, Casper S.; Social and Affective Computing; Sub Social and Affective Computing; Sub Animal Behaviour and Cognition; Sub Ecology and Biodiversity; Finance; Animal Behaviour and Cognition; Ecology and Biodiversity;handle: 1874/415639
The INTERSPEECH 2021 Computational Paralinguistics Challenge addresses four different problems for the first time in a research competition under well-defined conditions: In the COVID-19 Cough and COVID-19 Speech Sub-Challenges, a binary classification on COVID-19 infection has to be made based on coughing sounds and speech; in the Escalation SubChallenge, a three-way assessment of the level of escalation in a dialogue is featured; and in the Primates Sub-Challenge, four species vs background need to be classified. We describe the Sub-Challenges, baseline feature extraction, and classifiers based on the 'usual' COMPARE and BoAW features as well as deep unsupervised representation learning using the AuDeep toolkit, and deep feature extraction from pre-trained CNNs using the Deep Spectrum toolkit; in addition, we add deep end-to-end sequential modelling, and partially linguistic analysis. Comment: 5 pages
NARCIS; TU Delft Rep... arrow_drop_down NARCIS; TU Delft RepositoryConference object . 2021https://doi.org/10.21437/inter...Conference object . 2021 . Peer-reviewedNARCIS; Utrecht University RepositoryContribution for newspaper or weekly magazine . 2021add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.21437/interspeech.2021-19&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen 40 citations 40 popularity Top 1% influence Top 10% impulse Top 1% Powered by BIP!visibility 18visibility views 18 download downloads 18 Powered bymore_vert NARCIS; TU Delft Rep... arrow_drop_down NARCIS; TU Delft RepositoryConference object . 2021https://doi.org/10.21437/inter...Conference object . 2021 . Peer-reviewedNARCIS; Utrecht University RepositoryContribution for newspaper or weekly magazine . 2021add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.21437/interspeech.2021-19&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Conference object , Contribution for newspaper or weekly magazine 2021 Netherlands EnglishAuthors: Shingjergi, K.; Iren, Y.D.; Urlings, C.C.J.; Klemke, R.;Shingjergi, K.; Iren, Y.D.; Urlings, C.C.J.; Klemke, R.;Following the COVID-19 pandemic, as the user-base of online synchronous communication systems skyrocketed, the shortcomings of synchronous online learning systems became more visible. Any attempt to overcome these shortcomings should be considered worthwhile due to the magnitude of potential impact. Improving the quality and addressing the shortcomings of online education is more important than ever. The goal of this multidisciplinary study that lies in the intersection of the fields of Education Science and Computer Science is to address a number of challenges of online education by incorporating AI. This study focuses on developing methods and means to ethically collect and use non-verbal cues of participants of online classrooms to assist teachers, students, and course coordinators by providing real-time and after-the-fact feedback of the students’ learning-centered affective states.
NARCIS arrow_drop_down Open University of the Netherlands Research PortalContribution for newspaper or weekly magazine . 2021Data sources: Open University of the Netherlands Research Portaladd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=1820/51bbdddf-95a2-4f70-b356-50fe75b02182&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert NARCIS arrow_drop_down Open University of the Netherlands Research PortalContribution for newspaper or weekly magazine . 2021Data sources: Open University of the Netherlands Research Portaladd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=1820/51bbdddf-95a2-4f70-b356-50fe75b02182&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Conference object , Article 2020 Netherlands EnglishPublisher:Zenodo Stracke, Christian M.; Bozkurt, Aras; Conole, Grainne; Nascimbeni, Fabio; Ossiannilsson, Ebba; Sharma, Ramesh C.; Burgos, Daniel; Cangialosi, Karen; Cox, Glenda; Mason, Jon; Nerantzi, Chrissi; Obiageli Agbu, Jane F.; Ramírez Montoya, Maria S.; Santos-Hermosa, Gema; Sgouropoulou, Cleo; Shon, Jin G.;Open Education and Open Science are global movements increasingly gaining interest and awareness since the COVID-19 outbreak. These two concepts, which can be traced back to the Middle Ages for Open Science and even earlier for Open Education, bear the potential to support our global society in particular during the current COVID-19 emergency and to build more open and global futures for science and education. Open Education is more a broad movement than a precise concept and discipline as shown by the key dimensions of Open Education that have been analysed and integrated into the OpenEd Quality Framework. Several studies revealed the constant changes in the understanding and implementations of Open Education through the centuries. Specific emphasis of Open Education is on the requirement and need to provide innovative pedagogical models and learning opportunities.
ZENODO arrow_drop_down Open University of the Netherlands Research Portal; NARCISContribution for newspaper or weekly magazine . Conference object . 2020add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.5281/zenodo.4275632&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen 4 citations 4 popularity Top 10% influence Average impulse Average Powered by BIP!visibility 286visibility views 286 download downloads 213 Powered bymore_vert ZENODO arrow_drop_down Open University of the Netherlands Research Portal; NARCISContribution for newspaper or weekly magazine . Conference object . 2020add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.5281/zenodo.4275632&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Part of book or chapter of book , Conference object 2021 NetherlandsPublisher:ACM Authors: Rincon, Alejandro Lopez; Romero, Carmina A.Perez; Maldonado, Lucero Mendoza; Claassen, Eric; +6 AuthorsRincon, Alejandro Lopez; Romero, Carmina A.Perez; Maldonado, Lucero Mendoza; Claassen, Eric; Garssen, Johan; Kraneveld, Aletta D.; Tonda, Alberto; Chicano, Francisco; Afd Pharmacology; Pharmacology;Primer sets are short DNA sequences of 18-22 base pairs, that can be used to verify the presence of a virus, and designed to attach to a specific part of a viral DNA. Designing a primer set requires choosing a region of DNA, avoiding the possibility of hybridization to a similar sequence, as well as considering its GC content and Tm (melting temperature). Coronaviruses, such as SARS-CoV-2, have a considerably large genome (around 30 thousand nucleotides) when compared to other viruses. With the rapid rise and spread of SARS-CoV-2 variants, it has become a priority to breach our lack of specific primers available for diagnosis of this new variants. Here, we propose an evolutionary-based approach to primer design, able to rapidly deliver a high-quality primer set for a target sequence of the virus variant. Starting from viral sequences collected from open repositories, the proposed approach is proven able to uncover a specific primer set for the B.1.1.7 SARS-CoV-2 variant. Only recently identified, B.1.1.7 is already considered potentially dangerous, as it presents a considerably higher transmissibility when compared to other variants.
NARCIS; Vrije Univer... arrow_drop_down NARCIS; Vrije Universiteit Amsterdam (VU Amsterdam) - Institutional RepositoryConference object . 2021NARCIS; Utrecht University RepositoryPart of book or chapter of book . 2021Vrije Universiteit Amsterdam (VU Amsterdam) - Institutional Repository; Vrije Universiteit Amsterdam (VU Amsterdam) – Research Portal; NARCISContribution for newspaper or weekly magazine . Conference object . 2021Mémoires en Sciences de l'Information et de la CommunicationConference object . 2021Full-Text: https://hal.science/hal-03834630/documentadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1145/3449639.3459359&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen 3 citations 3 popularity Top 10% influence Average impulse Average Powered by BIP!more_vert NARCIS; Vrije Univer... arrow_drop_down NARCIS; Vrije Universiteit Amsterdam (VU Amsterdam) - Institutional RepositoryConference object . 2021NARCIS; Utrecht University RepositoryPart of book or chapter of book . 2021Vrije Universiteit Amsterdam (VU Amsterdam) - Institutional Repository; Vrije Universiteit Amsterdam (VU Amsterdam) – Research Portal; NARCISContribution for newspaper or weekly magazine . Conference object . 2021Mémoires en Sciences de l'Information et de la CommunicationConference object . 2021Full-Text: https://hal.science/hal-03834630/documentadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1145/3449639.3459359&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Contribution for newspaper or weekly magazine , Conference object 2020 Denmark, Netherlands, Netherlands, Turkey, NetherlandsPublisher:IEEE Kilic, Heybet; Khaki, Behnam; Gumus, Bilal; Yilmaz, Musa; Palensky, Peter;In recent years, there has been an increasing interest in the integration of photovoltaic (PV) systems in the power grids. Although PV systems provide the grid with clean and renewable energy, their unsafe and inefficient operation can affect the grid reliability. Early stage fault detection plays a crucial role in reducing the operation and maintenance costs and provides a long lifespan for PV arrays. PV Fault detection, however, is challenging especially when DC short circuit occurs under the low irradiance conditions while the arrays are equipped with an active maximum power point tracking (MPPT) mechanism. In this case, the efficiency and power output of a PV array decrease significantly under hard-to-detect faults such as active MPPT and low irradiance. If the hard-to-detect faults are not detected effectively, they will lead to PV array damage and potential fire hazard. To address this issue, in this paper we propose a new sparse representation classifier (SRC) based on feature extraction to effectively detect DC short circuit faults of PV array. To verify the effectiveness of the proposed SRC fault detection method, we use numerical simulation and compare its performance with the artificial neural network (ANN) based fault detection. Virtual/online event due to COVID-19 Green Open Access added to TU Delft Institutional Repository ‘You share, we take care!’ – Taverne project https://www.openaccess.nl/en/you-share-we-take-care Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public. Intelligent Electrical Power Grids
NARCIS; TU Delft Rep... arrow_drop_down NARCIS; TU Delft RepositoryConference object . 2020Dicle Üniversitesi Kurumsal Akademik Arşiv SistemiConference object . 2020Data sources: Dicle Üniversitesi Kurumsal Akademik Arşiv SistemiAalborg University Research PortalContribution for newspaper or weekly magazine . 2020Data sources: Aalborg University Research Portaladd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1109/isie45063.2020.9152421&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu2 citations 2 popularity Average influence Average impulse Average Powered by BIP!visibility 29visibility views 29 download downloads 43 Powered bymore_vert NARCIS; TU Delft Rep... arrow_drop_down NARCIS; TU Delft RepositoryConference object . 2020Dicle Üniversitesi Kurumsal Akademik Arşiv SistemiConference object . 2020Data sources: Dicle Üniversitesi Kurumsal Akademik Arşiv SistemiAalborg University Research PortalContribution for newspaper or weekly magazine . 2020Data sources: Aalborg University Research Portaladd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1109/isie45063.2020.9152421&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Conference object 2021 Netherlands EnglishAuthors: van de Wetering, R.; Dijkman, Jordy;van de Wetering, R.; Dijkman, Jordy;Digital platforms, e.g., like Alibaba, are currently revolutionizing and shaping the business ecosystem and transforming how firms build a competitive advantage. Decision-makers recognize the opportunities created by these new digital technologies, but to create compelling digital platforms, a firm requires digital platform capabilities (DPC). This study tries to explain how enterprise architecture (EA)-driven capabilities, conceptualized as dynamic capabilities, enhance DPC and the firms’ networking capability (NC), i.e., its ability to initiate, maintain, and utilize relationships with other players. A research model is developed with associated hypotheses. Data is collected from 414 respondents, including senior managers, executives, enterprise architects, IT, and business managers, to test the hypotheses. The findings show that EA-driven dynamic capabilities enhance both DPC and NC. This research advances our current understanding of how EA-driven dynamic capabilities drive DPC and NC to form the foundation for achieving business value during the COVID-19 shock.
NARCIS; Open Univers... arrow_drop_down NARCIS; Open University of the Netherlands Research PortalContribution for newspaper or weekly magazine . Conference object . 2021add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=1820/5885b5d9-b1bc-4f02-b9df-34f3168ebe54&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert NARCIS; Open Univers... arrow_drop_down NARCIS; Open University of the Netherlands Research PortalContribution for newspaper or weekly magazine . Conference object . 2021add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=1820/5885b5d9-b1bc-4f02-b9df-34f3168ebe54&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Report , Conference object 2021 NetherlandsPublisher:ACM Bieringa, Richard; Radhakrishnan, Abijith; Singh, Tavneet; Vos, Sophie; Donkervliet, Jesse; Iosup, Alexandru;Since the global COVID-19 pandemic, a shift has occurred to remote education and work. This has been enabled by various video conference systems (VCS) like Zoom, Google Meet, Microsoft Teams which has consequently increased the pressure on digital infrastructure. Understanding the performance of these systems is vital in a world where digital conference environments are becoming the norm. However, limited prior research has been conducted on the topic of VCS in the context of distributed systems and there currently is no method of evaluating these systems using real-world experiments. In this work, we propose a method to compare and evaluate VCS in real-world operation, which capture among others the scalability and performance of these systems. Furthermore, we have designed and implemented a tool to automatically conduct aforementioned real-world experiments. Our approach was used to compare three platforms; Zoom, Microsoft Teams and Jitsi. Our work exposes that there are significant differences between the systems tested in terms of scalability, system metrics and bandwidth usage while also exposing memory leaks in the system widely regarded as the industry market leader.
ZENODO arrow_drop_down Vrije Universiteit Amsterdam (VU Amsterdam) - Institutional Repository; Vrije Universiteit Amsterdam (VU Amsterdam) – Research Portal; NARCISContribution for newspaper or weekly magazine . Conference object . 2021Vrije Universiteit Amsterdam (VU Amsterdam) - Institutional RepositoryConference object . 2021 . Peer-reviewedadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1145/3447545.3451186&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen 1 citations 1 popularity Average influence Average impulse Average Powered by BIP!visibility 549visibility views 549 download downloads 348 Powered bymore_vert ZENODO arrow_drop_down Vrije Universiteit Amsterdam (VU Amsterdam) - Institutional Repository; Vrije Universiteit Amsterdam (VU Amsterdam) – Research Portal; NARCISContribution for newspaper or weekly magazine . Conference object . 2021Vrije Universiteit Amsterdam (VU Amsterdam) - Institutional RepositoryConference object . 2021 . Peer-reviewedadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1145/3447545.3451186&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Conference object 2020 NetherlandsPublisher:IEEE Karim, Md Rezaul; Dohmen, Till; Cochez, Michael; Beyan, Oya; Rebholz-Schuhmann, Dietrich; Decker, Stefan; Park, Taesung; Cho, Young-Rae; Hu, Xiaohua Tony; Yoo, Illhoi; Woo, Hyun Goo; Wang, Jianxin; Facelli, Julio; Nam, Seungyoon; Kang, Mingon;In this paper1, we proposed an explainable deep neural networks (DNN)-based method for automatic detection of COVID-19 symptoms from chest radiography (CXR) images, which we call 'DeepCOVIDExplainer'. We used 15,959 CXR images of 15,854 patients, covering normal, pneumonia, and COVID-19 cases. CXR images are first comprehensively preprocessed and augmented before classifying with a neural ensemble method, followed by highlighting class-discriminating regions using gradient-guided class activation maps (Grad-CAM ++) and layer-wise relevance propagation (LRP). Further, we provide human-interpretable explanations for the diagnosis. Evaluation results show that our approach can identify COVID-19 cases with a positive predictive value (PPV) of 91.6%, 92.45%, and 96.12%, respectively for normal, pneumonia, and COVID-19 cases, respectively, outperforming recent approaches.1Read longer version of this paper: https://arxiv.org/pdf/2004.04582.pdf
NARCIS; Vrije Univer... arrow_drop_down NARCIS; Vrije Universiteit Amsterdam (VU Amsterdam) - Institutional Repository; Vrije Universiteit Amsterdam (VU Amsterdam) – Research PortalContribution for newspaper or weekly magazine . Conference object . 2021 . 2020WHO Global literature on coronavirus diseaseArticle . Conference object . 2020 . Peer-reviewedLicense: IEEE Copyrightadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1109/bibm49941.2020.9313304&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen bronze 65 citations 65 popularity Top 1% influence Top 10% impulse Top 1% Powered by BIP!more_vert NARCIS; Vrije Univer... arrow_drop_down NARCIS; Vrije Universiteit Amsterdam (VU Amsterdam) - Institutional Repository; Vrije Universiteit Amsterdam (VU Amsterdam) – Research PortalContribution for newspaper or weekly magazine . Conference object . 2021 . 2020WHO Global literature on coronavirus diseaseArticle . Conference object . 2020 . Peer-reviewedLicense: IEEE Copyrightadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1109/bibm49941.2020.9313304&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Contribution for newspaper or weekly magazine 2021 Netherlands, Finland, United Kingdom, Italy, Netherlands, Netherlands, France, NetherlandsPublisher:Elsevier BV Ianiro G.; Mullish B. H.; Hvas C. L.; Segal J. P.; Kuijper E. J.; Costello S. P.; Kelly C. R.; Allegretti J. R.; Fischer M.; Iqbal T. H.; Satokari R.; Kao D.; van Prehn J.; Ng S. C.; Bibbo S.; Baunwall S. M. D.; Quraishi M. N.; Sokol H.; Zhang F.; Keller J.; Masucci L.; Quaranta G.; Kassam Z.; Sanguinetti M.; Tilg H.; Gasbarrini A.; Cammarota G.;International audience
Europe PubMed Centra... arrow_drop_down Europe PubMed CentralArticle . 2021Full-Text: http://europepmc.org/articles/PMC7906701Data sources: PubMed CentralNARCIS; The Lancet Gastroenterology & HepatologyArticle . 2021HELDA - Digital Repository of the University of HelsinkiContribution for newspaper or weekly magazine . 2021Data sources: HELDA - Digital Repository of the University of HelsinkiSpiral - Imperial College Digital RepositoryArticle . 2021License: CC BY NC NDData sources: Spiral - Imperial College Digital RepositoryLUMC Scholarly Publications; Leiden University Scholarly Publications Repository; NARCISOther literature type . Article . 2021add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1016/s2468-1253(21)00032-7&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen bronze more_vert Europe PubMed Centra... arrow_drop_down Europe PubMed CentralArticle . 2021Full-Text: http://europepmc.org/articles/PMC7906701Data sources: PubMed CentralNARCIS; The Lancet Gastroenterology & HepatologyArticle . 2021HELDA - Digital Repository of the University of HelsinkiContribution for newspaper or weekly magazine . 2021Data sources: HELDA - Digital Repository of the University of HelsinkiSpiral - Imperial College Digital RepositoryArticle . 2021License: CC BY NC NDData sources: Spiral - Imperial College Digital RepositoryLUMC Scholarly Publications; Leiden University Scholarly Publications Repository; NARCISOther literature type . Article . 2021add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1016/s2468-1253(21)00032-7&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu