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description Publicationkeyboard_double_arrow_right Article 2021 Italy, Italy, France, France, Netherlands, France, FrancePublisher:Edinburgh University Press Funded by:EC | PARTHENOSEC| PARTHENOSFrank Uiterwaal; Franco Niccolucci; Sheena Bassett; Steven Krauwer; Hella Hollander; Femmy Admiraal; Laurent Romary; George Bruseker; Carlo Meghini; Jennifer Edmond; Mark Hedges;Since the first ESFRI roadmap in 2006, multiple humanities Research Infrastructures (RIs) have been set up all over the European continent, supporting archaeologists (ARIADNE), linguists (CLARIN-ERIC), Holocaust researchers (EHRI), cultural heritage specialists (IPERION-CH) and others. These examples only scratch the surface of the breadth of research communities that have benefited from close cooperation in the European Research Area.While each field developed discipline-specific services over the years, common themes can also be distinguished. All humanities RIs address, in varying degrees, questions around research data management, the use of standards and the desired interoperability of data across disciplinary boundaries.This article sheds light on how cluster project PARTHENOS developed pooled services and shared solutions for its audience of humanities researchers, RI managers and policymakers. In a time where the convergence of existing infrastructure is becoming ever more important – with the construction of a European Open Science Cloud as an audacious, ultimate goal – we hope that our experiences inform future work and provide inspiration on how to exploit synergies in interdisciplinary, transnational, scientific cooperation. This article has been accepted for publication by EUP in the IJHAC: International Journal of Humanities and Arts Computing (https://www.euppublishing.com/loi/ijhac) International audience
International Journa... arrow_drop_down International Journal of Humanities and Arts ComputingArticle . 2021 . Peer-reviewedLicense: EUP TDMInternational Journal of Humanities and Arts ComputingArticleLicense: CC BYData sources: UnpayWallHal-DiderotArticle . 2021License: CC BYFull-Text: https://hal.inria.fr/hal-03402145/documentData sources: Hal-Diderotadd 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=10.3366/ijhac.2021.0264&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess Routeshybrid 2 citations 2 popularity Average influence Average impulse Average Powered by BIP!visibility 2visibility views 2 Powered bymore_vert International Journa... arrow_drop_down International Journal of Humanities and Arts ComputingArticle . 2021 . Peer-reviewedLicense: EUP TDMInternational Journal of Humanities and Arts ComputingArticleLicense: CC BYData sources: UnpayWallHal-DiderotArticle . 2021License: CC BYFull-Text: https://hal.inria.fr/hal-03402145/documentData sources: Hal-Diderotadd 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=10.3366/ijhac.2021.0264&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Project deliverable 2021 EnglishPublisher:Zenodo Funded by:EC | CLS INFRAEC| CLS INFRAAuthors: Murphy, Ciara L.; Tonra, Justin;Murphy, Ciara L.; Tonra, Justin;D 2.1: Initial plan for communication and dissemination of project results and RI access, including audience/instrument mapping and communications KPIs (M6, to be updated continuously from then on until M 48).
add 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.5512566&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen 0 citations 0 popularity Average influence Average impulse Average Powered by BIP!visibility 46visibility views 46 download downloads 36 Powered bymore_vert add 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.5512566&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Conference object 2021Publisher:PubPub Funded by:EC | SSHOCEC| SSHOCBarbot, Laure; Broeder, Daan; Durco, Matej; Jääskeläinen, Taina; Lek, Iulianna van der; Monacchi, Monica; Vipav, Irene; Willems, Marieke; Wright, Holly;https://ictessh.pubp... arrow_drop_down https://doi.org/10.21428/7a458...Other literature type . Article . Conference 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=10.21428/7a45813f.ca4aecfc&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess Routeshybrid 0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert https://ictessh.pubp... arrow_drop_down https://doi.org/10.21428/7a458...Other literature type . Article . Conference 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=10.21428/7a45813f.ca4aecfc&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article 2021 ItalyPublisher:Association for Computing Machinery (ACM) Funded by:EC | SoBigData-PlusPlus, EC | AI4Media, EC | ARIADNE +1 projectsEC| SoBigData-PlusPlus ,EC| AI4Media ,EC| ARIADNE ,EC| ARIADNEplusAuthors: Moreo, Alejandro; Esuli, Andrea; Sebastiani, Fabrizio;Moreo, Alejandro; Esuli, Andrea; Sebastiani, Fabrizio;doi: 10.1145/3453146
Obtaining high-quality labelled data for training a classifier in a new application domain is often costly. Transfer Learning (a.k.a. “Inductive Transfer”) tries to alleviate these costs by transferring, to the “target” domain of interest, knowledge available from a different “source” domain. In transfer learning the lack of labelled information from the target domain is compensated by the availability at training time of a set of unlabelled examples from the target distribution. Transductive Transfer Learning denotes the transfer learning setting in which the only set of target documents that we are interested in classifying is known and available at training time. Although this definition is indeed in line with Vapnik’s original definition of “transduction”, current terminology in the field is confused. In this article, we discuss how the term “transduction” has been misused in the transfer learning literature, and propose a clarification consistent with the original characterization of this term given by Vapnik. We go on to observe that the above terminology misuse has brought about misleading experimental comparisons, with inductive transfer learning methods that have been incorrectly compared with transductive transfer learning methods. We then, give empirical evidence that the difference in performance between the inductive version and the transductive version of a transfer learning method can indeed be statistically significant (i.e., that knowing at training time the only data one needs to classify indeed gives an advantage). Our clarification allows a reassessment of the field, and of the relative merits of the major, state-of-the-art algorithms for transfer learning in text classification.
ACM Transactions on ... arrow_drop_down ACM Transactions on Knowledge Discovery from Data; ZENODOOther literature type . Article . 2021 . 2022 . Peer-reviewedLicense: CC BYFull-Text: https://dl.acm.org/doi/pdf/10.1145/3453146add 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=10.1145/3453146&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess Routeshybrid 7 citations 7 popularity Top 10% influence Average impulse Top 10% Powered by BIP!visibility 66visibility views 66 download downloads 156 Powered bymore_vert ACM Transactions on ... arrow_drop_down ACM Transactions on Knowledge Discovery from Data; ZENODOOther literature type . Article . 2021 . 2022 . Peer-reviewedLicense: CC BYFull-Text: https://dl.acm.org/doi/pdf/10.1145/3453146add 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=10.1145/3453146&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Preprint 2021 France, France, France, GermanyPublisher:Springer Science and Business Media LLC Funded by:EC | HaS-DARIAHEC| HaS-DARIAHBuddenbohm, Stefan; de Jong, Maaike; Minel, Jean-Luc; Moranville, Yoann; Buddenbohm, Stefan; Göttingen State and University Library, Göttingen, Germany; de Jong, Maaike; Koninklijke Nederlandse Academie van Wetenschappen, Amsterdam, the Netherlands; Minel, Jean-Luc; Universite Paris-Nanterre, Nanterre, France; Moranville, Yoann; DARIAH, Berlin, Germany;Abstract How can researchers identify suitable research data repositories for the deposit of their research data? Which repository matches best the technical and legal requirements of a specific research project? For this end and with a humanities perspective the Data Deposit Recommendation Service (DDRS) has been developed as a prototype. It not only serves as a functional service for selecting humanities research data repositories but it is particularly a technical demonstrator illustrating the potential of re-using an already existing infrastructure - in this case re3data - and the feasibility to set up this kind of service for other research disciplines. The documentation and the code of this project can be found in the DARIAH GitHub repository: https://dariah-eric.github.io/ddrs/. H2020 Research Infrastructures http://dx.doi.org/10.13039/100010666 Georg-August-Universität Göttingen (1018)
International Journa... arrow_drop_down International Journal of Digital HumanitiesArticle . 2021 . Peer-reviewedLicense: CC BYData sources: CrossrefHAL Descartes; HAL Paris Nanterre; Mémoires en Sciences de l'Information et de la CommunicationArticle . 2021License: CC BYFull-Text: https://hal.science/hal-03020703v3/documentHyper Article en Ligne - Sciences de l'Homme et de la Société; Hal-DiderotArticle . 2021License: CC BYMémoires en Sciences de l'Information et de la Communication; Hyper Article en Ligne - Sciences de l'Homme et de la Société; Hal-DiderotPreprint . 2020License: CC BY NC NDadd 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=10.1007/s42803-021-00030-7&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess Routeshybrid 3 citations 3 popularity Top 10% influence Average impulse Average Powered by BIP!more_vert International Journa... arrow_drop_down International Journal of Digital HumanitiesArticle . 2021 . Peer-reviewedLicense: CC BYData sources: CrossrefHAL Descartes; HAL Paris Nanterre; Mémoires en Sciences de l'Information et de la CommunicationArticle . 2021License: CC BYFull-Text: https://hal.science/hal-03020703v3/documentHyper Article en Ligne - Sciences de l'Homme et de la Société; Hal-DiderotArticle . 2021License: CC BYMémoires en Sciences de l'Information et de la Communication; Hyper Article en Ligne - Sciences de l'Homme et de la Société; Hal-DiderotPreprint . 2020License: CC BY NC NDadd 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=10.1007/s42803-021-00030-7&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article 2021Publisher:Elsevier BV Funded by:EC | RISEEC| RISEMarissia Deligiorgi; Maria Maslioukova; Melinos Averkiou; Andreas C. Andreou; Pratheba Selvaraju; Evangelos Kalogerakis; Gustavo Patow; Yiorgos Chrysanthou; George Artopoulos;Abstract Contemporary discourse points to the central role that heritage plays in the process of enabling groups of various cultural or ethnic background to strengthen their feeling of belonging and sharing in society. Safeguarding heritage is also valued highly in the priorities of the European Commission. As a result, there have been several long-term initiatives involving the digitisation, annotation and cataloguing of tangible cultural heritage in museums and collections. Specifically, for built heritage, a pressing challenge is that historical monuments such as buildings, temples, churches or city fortification infrastructures are hard to document due to their historic palimpsest; spatial transformations, actions of destruction, reuse of material, or continuous urban development that covers traces and changes the formal integrity and identity of a cultural heritage site. The ability to reason about a monument’s form is crucial for efficient documentation and cataloguing. This paper presents a 3D digitisation workflow through the involvement of reality capture technologies for the annotation and structure analysis of built heritage with the use of 3D Convolutional Neural Networks (3D CNNs) for classification purposes. The presented workflow contributes a new approach to the identification of a building’s architectural components (e.g., arch, dome) and to the study of the stylistic influences (e.g., Gothic, Byzantine) of building parts. In doing so this workflow can assist in tracking a building’s history, identifying its construction period and comparing it to other buildings of the same period. This process can contribute to educational and research activities, as well as facilitate the automated classification of datasets in digital repositories for scholarly research in digital humanities.
ZENODO; Journal of A... arrow_drop_down ZENODO; Journal of Archaeological Science ReportsArticle . 2021 . Peer-reviewedLicense: Elsevier TDMadd 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/j.jasrep.2020.102787&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess Routesbronze 7 citations 7 popularity Top 10% influence Average impulse Top 10% Powered by BIP!visibility 54visibility views 54 download downloads 43 Powered bymore_vert ZENODO; Journal of A... arrow_drop_down ZENODO; Journal of Archaeological Science ReportsArticle . 2021 . Peer-reviewedLicense: Elsevier TDMadd 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/j.jasrep.2020.102787&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Other literature type 2021 France, Croatia, France English Funded by:EC | OPERAS-PEC| OPERAS-PNury, Elisa; Clivaz, Claire; Błaszczyńska, Marta; Kaiser, Michael; Morka, Agata; Schaefer, Valérie; Stojanovski, Jadranka; Tóth-Czifra, Erzsébet;Published in OA on RESSI (http://www.ressi.ch/) on the 15.02.22. We present here highlights from an enquiry on the innovations in scholarly writing in the Humanities and Social Sciences in the H2020 project OPERAS-P. This article explores the theme of Open Research Data and its role in the emergence of new models of scholarly writing. We examine more closely the obstacles and fostering conditions to the publication of research data, both from a social and a technical perspective. International audience
Serveur académique l... arrow_drop_down Croatian Scientific Bibliography - CROSBIArticle . 2021Data sources: Croatian Scientific Bibliography - CROSBIHAL Descartes; Mémoires en Sciences de l'Information et de la CommunicationArticle . 2022License: CC BY SAFull-Text: https://hal.science/hal-03214397/documentAll 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=57a035e5b1ae::98b5609c37c160836ed597ca42e5e1c3&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 Serveur académique l... arrow_drop_down Croatian Scientific Bibliography - CROSBIArticle . 2021Data sources: Croatian Scientific Bibliography - CROSBIHAL Descartes; Mémoires en Sciences de l'Information et de la CommunicationArticle . 2022License: CC BY SAFull-Text: https://hal.science/hal-03214397/documentAll 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=57a035e5b1ae::98b5609c37c160836ed597ca42e5e1c3&type=result"></script>'); --> </script>
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description Publicationkeyboard_double_arrow_right Article 2021 Italy, Italy, France, France, Netherlands, France, FrancePublisher:Edinburgh University Press Funded by:EC | PARTHENOSEC| PARTHENOSFrank Uiterwaal; Franco Niccolucci; Sheena Bassett; Steven Krauwer; Hella Hollander; Femmy Admiraal; Laurent Romary; George Bruseker; Carlo Meghini; Jennifer Edmond; Mark Hedges;Since the first ESFRI roadmap in 2006, multiple humanities Research Infrastructures (RIs) have been set up all over the European continent, supporting archaeologists (ARIADNE), linguists (CLARIN-ERIC), Holocaust researchers (EHRI), cultural heritage specialists (IPERION-CH) and others. These examples only scratch the surface of the breadth of research communities that have benefited from close cooperation in the European Research Area.While each field developed discipline-specific services over the years, common themes can also be distinguished. All humanities RIs address, in varying degrees, questions around research data management, the use of standards and the desired interoperability of data across disciplinary boundaries.This article sheds light on how cluster project PARTHENOS developed pooled services and shared solutions for its audience of humanities researchers, RI managers and policymakers. In a time where the convergence of existing infrastructure is becoming ever more important – with the construction of a European Open Science Cloud as an audacious, ultimate goal – we hope that our experiences inform future work and provide inspiration on how to exploit synergies in interdisciplinary, transnational, scientific cooperation. This article has been accepted for publication by EUP in the IJHAC: International Journal of Humanities and Arts Computing (https://www.euppublishing.com/loi/ijhac) International audience
International Journa... arrow_drop_down International Journal of Humanities and Arts ComputingArticle . 2021 . Peer-reviewedLicense: EUP TDMInternational Journal of Humanities and Arts ComputingArticleLicense: CC BYData sources: UnpayWallHal-DiderotArticle . 2021License: CC BYFull-Text: https://hal.inria.fr/hal-03402145/documentData sources: Hal-Diderotadd 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=10.3366/ijhac.2021.0264&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess Routeshybrid 2 citations 2 popularity Average influence Average impulse Average Powered by BIP!visibility 2visibility views 2 Powered bymore_vert International Journa... arrow_drop_down International Journal of Humanities and Arts ComputingArticle . 2021 . Peer-reviewedLicense: EUP TDMInternational Journal of Humanities and Arts ComputingArticleLicense: CC BYData sources: UnpayWallHal-DiderotArticle . 2021License: CC BYFull-Text: https://hal.inria.fr/hal-03402145/documentData sources: Hal-Diderotadd 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=10.3366/ijhac.2021.0264&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Project deliverable 2021 EnglishPublisher:Zenodo Funded by:EC | CLS INFRAEC| CLS INFRAAuthors: Murphy, Ciara L.; Tonra, Justin;Murphy, Ciara L.; Tonra, Justin;D 2.1: Initial plan for communication and dissemination of project results and RI access, including audience/instrument mapping and communications KPIs (M6, to be updated continuously from then on until M 48).
add 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.5512566&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess RoutesGreen 0 citations 0 popularity Average influence Average impulse Average Powered by BIP!visibility 46visibility views 46 download downloads 36 Powered bymore_vert add 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.5512566&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Conference object 2021Publisher:PubPub Funded by:EC | SSHOCEC| SSHOCBarbot, Laure; Broeder, Daan; Durco, Matej; Jääskeläinen, Taina; Lek, Iulianna van der; Monacchi, Monica; Vipav, Irene; Willems, Marieke; Wright, Holly;https://ictessh.pubp... arrow_drop_down https://doi.org/10.21428/7a458...Other literature type . Article . Conference 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=10.21428/7a45813f.ca4aecfc&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess Routeshybrid 0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert https://ictessh.pubp... arrow_drop_down https://doi.org/10.21428/7a458...Other literature type . Article . Conference 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=10.21428/7a45813f.ca4aecfc&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article 2021 ItalyPublisher:Association for Computing Machinery (ACM) Funded by:EC | SoBigData-PlusPlus, EC | AI4Media, EC | ARIADNE +1 projectsEC| SoBigData-PlusPlus ,EC| AI4Media ,EC| ARIADNE ,EC| ARIADNEplusAuthors: Moreo, Alejandro; Esuli, Andrea; Sebastiani, Fabrizio;Moreo, Alejandro; Esuli, Andrea; Sebastiani, Fabrizio;doi: 10.1145/3453146
Obtaining high-quality labelled data for training a classifier in a new application domain is often costly. Transfer Learning (a.k.a. “Inductive Transfer”) tries to alleviate these costs by transferring, to the “target” domain of interest, knowledge available from a different “source” domain. In transfer learning the lack of labelled information from the target domain is compensated by the availability at training time of a set of unlabelled examples from the target distribution. Transductive Transfer Learning denotes the transfer learning setting in which the only set of target documents that we are interested in classifying is known and available at training time. Although this definition is indeed in line with Vapnik’s original definition of “transduction”, current terminology in the field is confused. In this article, we discuss how the term “transduction” has been misused in the transfer learning literature, and propose a clarification consistent with the original characterization of this term given by Vapnik. We go on to observe that the above terminology misuse has brought about misleading experimental comparisons, with inductive transfer learning methods that have been incorrectly compared with transductive transfer learning methods. We then, give empirical evidence that the difference in performance between the inductive version and the transductive version of a transfer learning method can indeed be statistically significant (i.e., that knowing at training time the only data one needs to classify indeed gives an advantage). Our clarification allows a reassessment of the field, and of the relative merits of the major, state-of-the-art algorithms for transfer learning in text classification.
ACM Transactions on ... arrow_drop_down ACM Transactions on Knowledge Discovery from Data; ZENODOOther literature type . Article . 2021 . 2022 . Peer-reviewedLicense: CC BYFull-Text: https://dl.acm.org/doi/pdf/10.1145/3453146add 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=10.1145/3453146&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess Routeshybrid 7 citations 7 popularity Top 10% influence Average impulse Top 10% Powered by BIP!visibility 66visibility views 66 download downloads 156 Powered bymore_vert ACM Transactions on ... arrow_drop_down ACM Transactions on Knowledge Discovery from Data; ZENODOOther literature type . Article . 2021 . 2022 . Peer-reviewedLicense: CC BYFull-Text: https://dl.acm.org/doi/pdf/10.1145/3453146add 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=10.1145/3453146&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Preprint 2021 France, France, France, GermanyPublisher:Springer Science and Business Media LLC Funded by:EC | HaS-DARIAHEC| HaS-DARIAHBuddenbohm, Stefan; de Jong, Maaike; Minel, Jean-Luc; Moranville, Yoann; Buddenbohm, Stefan; Göttingen State and University Library, Göttingen, Germany; de Jong, Maaike; Koninklijke Nederlandse Academie van Wetenschappen, Amsterdam, the Netherlands; Minel, Jean-Luc; Universite Paris-Nanterre, Nanterre, France; Moranville, Yoann; DARIAH, Berlin, Germany;Abstract How can researchers identify suitable research data repositories for the deposit of their research data? Which repository matches best the technical and legal requirements of a specific research project? For this end and with a humanities perspective the Data Deposit Recommendation Service (DDRS) has been developed as a prototype. It not only serves as a functional service for selecting humanities research data repositories but it is particularly a technical demonstrator illustrating the potential of re-using an already existing infrastructure - in this case re3data - and the feasibility to set up this kind of service for other research disciplines. The documentation and the code of this project can be found in the DARIAH GitHub repository: https://dariah-eric.github.io/ddrs/. H2020 Research Infrastructures http://dx.doi.org/10.13039/100010666 Georg-August-Universität Göttingen (1018)
International Journa... arrow_drop_down International Journal of Digital HumanitiesArticle . 2021 . Peer-reviewedLicense: CC BYData sources: CrossrefHAL Descartes; HAL Paris Nanterre; Mémoires en Sciences de l'Information et de la CommunicationArticle . 2021License: CC BYFull-Text: https://hal.science/hal-03020703v3/documentHyper Article en Ligne - Sciences de l'Homme et de la Société; Hal-DiderotArticle . 2021License: CC BYMémoires en Sciences de l'Information et de la Communication; Hyper Article en Ligne - Sciences de l'Homme et de la Société; Hal-DiderotPreprint . 2020License: CC BY NC NDadd 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=10.1007/s42803-021-00030-7&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess Routeshybrid 3 citations 3 popularity Top 10% influence Average impulse Average Powered by BIP!more_vert International Journa... arrow_drop_down International Journal of Digital HumanitiesArticle . 2021 . Peer-reviewedLicense: CC BYData sources: CrossrefHAL Descartes; HAL Paris Nanterre; Mémoires en Sciences de l'Information et de la CommunicationArticle . 2021License: CC BYFull-Text: https://hal.science/hal-03020703v3/documentHyper Article en Ligne - Sciences de l'Homme et de la Société; Hal-DiderotArticle . 2021License: CC BYMémoires en Sciences de l'Information et de la Communication; Hyper Article en Ligne - Sciences de l'Homme et de la Société; Hal-DiderotPreprint . 2020License: CC BY NC NDadd 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=10.1007/s42803-021-00030-7&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article 2021Publisher:Elsevier BV Funded by:EC | RISEEC| RISEMarissia Deligiorgi; Maria Maslioukova; Melinos Averkiou; Andreas C. Andreou; Pratheba Selvaraju; Evangelos Kalogerakis; Gustavo Patow; Yiorgos Chrysanthou; George Artopoulos;Abstract Contemporary discourse points to the central role that heritage plays in the process of enabling groups of various cultural or ethnic background to strengthen their feeling of belonging and sharing in society. Safeguarding heritage is also valued highly in the priorities of the European Commission. As a result, there have been several long-term initiatives involving the digitisation, annotation and cataloguing of tangible cultural heritage in museums and collections. Specifically, for built heritage, a pressing challenge is that historical monuments such as buildings, temples, churches or city fortification infrastructures are hard to document due to their historic palimpsest; spatial transformations, actions of destruction, reuse of material, or continuous urban development that covers traces and changes the formal integrity and identity of a cultural heritage site. The ability to reason about a monument’s form is crucial for efficient documentation and cataloguing. This paper presents a 3D digitisation workflow through the involvement of reality capture technologies for the annotation and structure analysis of built heritage with the use of 3D Convolutional Neural Networks (3D CNNs) for classification purposes. The presented workflow contributes a new approach to the identification of a building’s architectural components (e.g., arch, dome) and to the study of the stylistic influences (e.g., Gothic, Byzantine) of building parts. In doing so this workflow can assist in tracking a building’s history, identifying its construction period and comparing it to other buildings of the same period. This process can contribute to educational and research activities, as well as facilitate the automated classification of datasets in digital repositories for scholarly research in digital humanities.
ZENODO; Journal of A... arrow_drop_down ZENODO; Journal of Archaeological Science ReportsArticle . 2021 . Peer-reviewedLicense: Elsevier TDMadd 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/j.jasrep.2020.102787&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.euAccess Routesbronze 7 citations 7 popularity Top 10% influence Average impulse Top 10% Powered by BIP!visibility 54visibility views 54 download downloads 43 Powered bymore_vert ZENODO; Journal of A... arrow_drop_down ZENODO; Journal of Archaeological Science ReportsArticle . 2021 . Peer-reviewedLicense: Elsevier TDMadd 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/j.jasrep.2020.102787&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Other literature type 2021 France, Croatia, France English Funded by:EC | OPERAS-PEC| OPERAS-PNury, Elisa; Clivaz, Claire; Błaszczyńska, Marta; Kaiser, Michael; Morka, Agata; Schaefer, Valérie; Stojanovski, Jadranka; Tóth-Czifra, Erzsébet;Published in OA on RESSI (http://www.ressi.ch/) on the 15.02.22. We present here highlights from an enquiry on the innovations in scholarly writing in the Humanities and Social Sciences in the H2020 project OPERAS-P. This article explores the theme of Open Research Data and its role in the emergence of new models of scholarly writing. We examine more closely the obstacles and fostering conditions to the publication of research data, both from a social and a technical perspective. International audience
Serveur académique l... arrow_drop_down Croatian Scientific Bibliography - CROSBIArticle . 2021Data sources: Croatian Scientific Bibliography - CROSBIHAL Descartes; Mémoires en Sciences de l'Information et de la CommunicationArticle . 2022License: CC BY SAFull-Text: https://hal.science/hal-03214397/documentAll 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=57a035e5b1ae::98b5609c37c160836ed597ca42e5e1c3&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 Serveur académique l... arrow_drop_down Croatian Scientific Bibliography - CROSBIArticle . 2021Data sources: Croatian Scientific Bibliography - CROSBIHAL Descartes; Mémoires en Sciences de l'Information et de la CommunicationArticle . 2022License: CC BY SAFull-Text: https://hal.science/hal-03214397/documentAll 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=57a035e5b1ae::98b5609c37c160836ed597ca42e5e1c3&type=result"></script>'); --> </script>
For further information contact us at helpdesk@openaire.eu