cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
Amegilla (Zebramegilla) punctifrons
Creators: name: Boustani, Mira
name: Rasmont, Pierre
name: Dathe, Holger H.
name: Ghisbain, Guillaume
name: Kasparek, Max
name: Michez, Denis
name: Müller, Andreas
name: Pauly, Alain
name: Risch, Stefan
name: Straka, Jakub
name: Terzo, Michael
name: Achter, Xavier Van
name: Wood, Thomas J.
name: Nemer, Nabil
Publisher: name: Zenodo
Year: 2021
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Apidae
Amegilla
Amegilla punctifrons

description: Amegilla (Zebramegilla) punctifrons (Walker, 1871)
Distribution: EAST MEDITERRANEAN: Egypt (Rasmont 2014a).
GBIF 2021, SEMC: Bekaa, Xara [Ksara], VII–VIII.1934, 1♂, det. Brooks R., leg. Werner.
Genus Anthophora Latreille, 1803
description: Published as part of Boustani, Mira, Rasmont, Pierre, Dathe, Holger H., Ghisbain, Guillaume, Kasparek, Max, Michez, Denis, Müller, Andreas, Pauly, Alain, Risch, Stefan, Straka, Jakub, Terzo, Michael, Achter, Xavier Van, Wood, Thomas J. & Nemer, Nabil, 2021, The bees of Lebanon (Hymenoptera: Apoidea: Anthophila), pp. 1-146 in Zootaxa 4976 (1) on page 125, DOI: 10.11646/zootaxa.4976.1.1, http://zenodo.org/record/4819018
Eucera (Pareucera) nigrita Friese 1895
Creators: name: Boustani, Mira
name: Rasmont, Pierre
name: Dathe, Holger H.
name: Ghisbain, Guillaume
name: Kasparek, Max
name: Michez, Denis
name: Müller, Andreas
name: Pauly, Alain
name: Risch, Stefan
name: Straka, Jakub
name: Terzo, Michael
name: Achter, Xavier Van
name: Wood, Thomas J.
name: Nemer, Nabil
Publisher: name: Zenodo
Year: 2021
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Apidae
Eucera
Eucera nigrita

description: Eucera (Pareucera) nigrita Friese, 1895
Eucera nigrita is a junior synonym of E. albofasciata Friese.
Distribution: WEST PALAEARCTIC (Ascher & Pickering 2021).
One non referenced record from Lebanon without locality (Ascher & Pickering 2021).
description: Published as part of Boustani, Mira, Rasmont, Pierre, Dathe, Holger H., Ghisbain, Guillaume, Kasparek, Max, Michez, Denis, Müller, Andreas, Pauly, Alain, Risch, Stefan, Straka, Jakub, Terzo, Michael, Achter, Xavier Van, Wood, Thomas J. & Nemer, Nabil, 2021, The bees of Lebanon (Hymenoptera: Apoidea: Anthophila), pp. 1-146 in Zootaxa 4976 (1) on page 125, DOI: 10.11646/zootaxa.4976.1.1, http://zenodo.org/record/4819018
Um Saquaremense Em Recortes De Jornais: Oliveira Vianna Articulista (Resumo)
Creators: name: ARAUJO, George F R
Publisher: name: Zenodo
Year: 2012
Subjects: Ação coletiva
Corporativismo
Liberalismo
Democracia

description: Este estudo examinou criticamente 110 artigos de autoria do fluminense Francisco José de Oliveira Vianna (1883-1951), publicados em jornais, visando reconstruir seu pensamento enquanto articulista. Estes textos fazem parte do acervo da Casa Oliveira Vianna, Niterói/RJ, catalogados como “recortes de jornais”, que incluem artigos em diários jornalísticos, revistas e opúsculos. Os seguintes questionamentos motivaram a nossa pesquisa: (i) Qual Oliveira Vianna encontraremos nestes textos de jornais? (ii) Haveria uma correlação entre os temas presentes nos seus livros e nos seus artigos? Correlatamente, perguntamo-nos: (iii) Quais seriam os temas mais recorrentes nestes artigos? (iv) Quando estes temas aparecem? (v) Quando foram mais frequentes? O conjunto destas questões constitui um universo relativamente pouco explorado na literatura das Ciências Sociais. É nesta lacuna que inserimos o presente trabalho.
description: Como referenciar (ABNT):
ARAUJO, George F R. UM SAQUAREMENSE EM RECORTES DE JORNAIS: Oliveira Vianna articulista. 2017. Dissertação (Mestrado em Ciência Política) - Instituto de Ciências Humanas e Filosofia, Universidade Federal Fluminense, Niterói, 2012. p. vii. Resumo. Disponível em:  Acesso em: dia mês e ano.
Appendixes S1-S5 from Forest stratification shapes allometry and flight morphology of tropical butterflies
Creators: name: Mena, Sebastián
name: Kozak, Krzysztof M.
name: Cárdenas, Rafael E.
name: Checa, María F.
Publisher: name: The Royal Society
Year: 2020
Subjects: subject: Evolutionary Biology
subject: FOS: Biological sciences
subject: Ecology

description: Trapping and morphological data, variables measured and SIMPER results
Anthophora (Lophanthophora) atricilla Eversmann 1846
Creators: name: Boustani, Mira
name: Rasmont, Pierre
name: Dathe, Holger H.
name: Ghisbain, Guillaume
name: Kasparek, Max
name: Michez, Denis
name: Müller, Andreas
name: Pauly, Alain
name: Risch, Stefan
name: Straka, Jakub
name: Terzo, Michael
name: Achter, Xavier Van
name: Wood, Thomas J.
name: Nemer, Nabil
Publisher: name: Zenodo
Year: 2021
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Apidae
Anthophora
Anthophora atricilla

description: Anthophora (Lophanthophora) atricilla Eversmann, 1846 *
Distribution: WEST PALAEARCTIC: Scattered records in the Caucasus and eastern Mediterranean (Rasmont 2014b).
Material examined. Specimen without label, 1♀, coll. AUB
This taxon will need to be confirmed with recent material as the only specimen examined has no label.
description: Published as part of Boustani, Mira, Rasmont, Pierre, Dathe, Holger H., Ghisbain, Guillaume, Kasparek, Max, Michez, Denis, Müller, Andreas, Pauly, Alain, Risch, Stefan, Straka, Jakub, Terzo, Michael, Achter, Xavier Van, Wood, Thomas J. & Nemer, Nabil, 2021, The bees of Lebanon (Hymenoptera: Apoidea: Anthophila), pp. 1-146 in Zootaxa 4976 (1) on page 125, DOI: 10.11646/zootaxa.4976.1.1, http://zenodo.org/record/4819018
title: Mountain threnody: hillwalking and homecoming in the Scottish Highlands
title: A mountain threnody: hillwalking and homecoming in the Scottish Highlands
titleType: AlternativeTitle
Creators: name: Galanis, Christos
Publisher: name: The University of Edinburgh
Year: 2024
Subjects: ethnographic research
Highlands of Scotland
hillwalking
environmental policy
objectification of mountains
ritualized walking practices
Munro bagging
summiting culture

description: Beginning with the tracing of the colonial histories of mountain summiting and collecting, and concluding with peripatetic memorial acts of homecoming, I walk-along with two groups (hillwalkers and homecomers) in the Scottish Highlands as they each negotiate absence and memory, freedom and belonging, in increasingly nuanced and subtle ways. In the first half of the dissertation, I draw upon ethnographic research I conducted with hillwalkers, tracing the ways in which popular summiting practices and their representations can draw strongly upon the objectification of mountains as interchangeable summit-objects to be classified, conquered, and collected. I describe the ways in which these practices can perpetuate the erasing and obscuring of the memories, ontologies, and mountain-relationships of pre-modern (mainly Gaelic) inhabitants. These initial critiques are then further complexified by the intimate stories of resistance, resonance, and familial-care invoked by various informants and their stories. The second half pivots to Trans-Atlantic homecomers who are drawn to these same Scottish uplands in search of traces of their ancestries and a sense of existential belonging, with a particular focus on sacred clan mountains, such as Ben Cruachan for the McIntyre clan. While walking and participating alongside my informants in their memorial ceremonies and ritualized walking practices, I simultaneously invoke questions around mountain agency and volition, applying an animist framework to a field which has until now largely declined to engage with such possibilities. The result is a complex interweaving of seemingly contradictory intentions and temporalities played out among the footsteps of myself and my informants, with the materialities of bone and stone reminding us throughout that landscapes are not given to us a priori, but are perpetually being inscribed, evoked, and sometimes even erased.
The EU and Library Science—Fostering Legitimacy Through Partnership: A Case Study
Creators: name: McIlwain, J. Robertson
Publisher: name: figshare
Year: 2022
Subjects: subject: Library and Information Studies
subject: FOS: Media and communications
subject: 160609 Political Theory and Political Philosophy
subject: FOS: Political science

description: Paper contribution for the 27th International Conference of Europeanists (2021).
Anthophora (Pyganthophora) atroalba Lepeletier 1841
Creators: name: Boustani, Mira
name: Rasmont, Pierre
name: Dathe, Holger H.
name: Ghisbain, Guillaume
name: Kasparek, Max
name: Michez, Denis
name: Müller, Andreas
name: Pauly, Alain
name: Risch, Stefan
name: Straka, Jakub
name: Terzo, Michael
name: Achter, Xavier Van
name: Wood, Thomas J.
name: Nemer, Nabil
Publisher: name: Zenodo
Year: 2021
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Apidae
Anthophora
Anthophora atroalba

description: Anthophora (Pyganthophora) atroalba Lepeletier, 1841
Distribution: WEST PALAEARCTIC: Southern Europe, Mediterranean basin (Rasmont 2016).
Mentioned from Lebanon (Ascher & Pickering 2021).
This taxon is possibly confused with A. dalmatica which is present in Lebanon.
description: Published as part of Boustani, Mira, Rasmont, Pierre, Dathe, Holger H., Ghisbain, Guillaume, Kasparek, Max, Michez, Denis, Müller, Andreas, Pauly, Alain, Risch, Stefan, Straka, Jakub, Terzo, Michael, Achter, Xavier Van, Wood, Thomas J. & Nemer, Nabil, 2021, The bees of Lebanon (Hymenoptera: Apoidea: Anthophila), pp. 1-146 in Zootaxa 4976 (1) on page 125, DOI: 10.11646/zootaxa.4976.1.1, http://zenodo.org/record/4819018
Data Science and Environmental Cheminformatics (SanDAL Workshop, Uni Lu)
Creators: name: Schymanski, Emma
Publisher: name: Zenodo
Year: 2020

description: Workshop on Data Science (https://sandal.uni.lu/workshop-data-science/) The ERA Chair Team organises a Workshop on Data Science on the 13-14 October 2020 at the University of Luxembourg on Belval campus. The objective of the workshop is to present some research carried out within our university in life sciences, physics, economics, computer science and mathematics and that is related to data science either as a tool or as an area of research. Speakers are invited to present the type of data they process, the information they want to infer from them, and the tools they use. The workshop will leave time for discussion and interaction between the researchers in order to spur collaborations and interdisciplinarity. SPEAKERS The SanDAL team is happy to announce that the following speakers from the University of Luxembourg will provide their top-end knowledge and experience on data science: Prof. Yannick Baraud, Department of Mathematics and SanDAL ERA-Chair Holder Dr. Benjamin Holcblat, Department of Finance Dr. Jun Pang, Department of Computer Science Prof. Thomas Sauter, Department of Life Sciences and Medicine Dr. Emma Schymanski, Luxembourg Centre for Systems Biomedicine Dr. Anupam Sengupta, Department of Physics and Materials Science Prof. Martin Theobald, Department of Computer Science Prof. Alexandre Tkatchenko, Department of Physics and Materials Science Prof. Gautam Tripathi, Department of Economics and Management
The EU and Library Science Fostering Legitimacy Through Partnership: A Case Study
Creators: name: McIlwain, J. Robertson
Publisher: name: figshare
Year: 2022
Subjects: subject: Library and Information Studies
subject: FOS: Media and communications
subject: 160609 Political Theory and Political Philosophy
subject: FOS: Political science

description: Paper contribution for the 27th International Conference of Europeanists (2021).
Improving unsupervised stain-to-stain translation using self-supervision and meta-learning
Creators: name: Bouteldja, Nassim
name: Klinkhammer, Barbara Mara
name: Schlaich, Tarek
name: Boor, Peter
name: Merhof, Dorit
Publisher: name: RWTH Aachen University
Year: 2021

description: 33 Seiten (2021).
Anthophora (Lophanthophora) biciliata Lepeletier 1841
Creators: name: Boustani, Mira
name: Rasmont, Pierre
name: Dathe, Holger H.
name: Ghisbain, Guillaume
name: Kasparek, Max
name: Michez, Denis
name: Müller, Andreas
name: Pauly, Alain
name: Risch, Stefan
name: Straka, Jakub
name: Terzo, Michael
name: Achter, Xavier Van
name: Wood, Thomas J.
name: Nemer, Nabil
Publisher: name: Zenodo
Year: 2021
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Apidae
Anthophora
Anthophora biciliata

description: Anthophora (Lophanthophora) biciliata Lepeletier, 1841
Distribution: WEST PALAEARCTIC: Scattered records in the Northern Mediterranean basin. (Ascher & Pickering 2021).
Taxon wrongly synonymised with A. affinis and A. mucida (Rasmont 1995).
GBIF 2021, SEMC: Mount Lebanon, Nahr El Kelb [Naher Al Kaleb] (from label information), 12.V.1953, 1♀, determiner unknown, leg. Mavromoustakis G.A.
description: Published as part of Boustani, Mira, Rasmont, Pierre, Dathe, Holger H., Ghisbain, Guillaume, Kasparek, Max, Michez, Denis, Müller, Andreas, Pauly, Alain, Risch, Stefan, Straka, Jakub, Terzo, Michael, Achter, Xavier Van, Wood, Thomas J. & Nemer, Nabil, 2021, The bees of Lebanon (Hymenoptera: Apoidea: Anthophila), pp. 1-146 in Zootaxa 4976 (1) on pages 125-126, DOI: 10.11646/zootaxa.4976.1.1, http://zenodo.org/record/4819018
Um Saquaremense Em Recortes De Jornais: Oliveira Vianna Articulista (Resumo)
Creators: name: ARAUJO, George F R
Publisher: name: Zenodo
Year: 2012
Subjects: Ação coletiva
Corporativismo
Liberalismo
Democracia

description: Este estudo examinou criticamente 110 artigos de autoria do fluminense Francisco José de Oliveira Vianna (1883-1951), publicados em jornais, visando reconstruir seu pensamento enquanto articulista. Estes textos fazem parte do acervo da Casa Oliveira Vianna, Niterói/RJ, catalogados como “recortes de jornais”, que incluem artigos em diários jornalísticos, revistas e opúsculos. Os seguintes questionamentos motivaram a nossa pesquisa: (i) Qual Oliveira Vianna encontraremos nestes textos de jornais? (ii) Haveria uma correlação entre os temas presentes nos seus livros e nos seus artigos? Correlatamente, perguntamo-nos: (iii) Quais seriam os temas mais recorrentes nestes artigos? (iv) Quando estes temas aparecem? (v) Quando foram mais frequentes? O conjunto destas questões constitui um universo relativamente pouco explorado na literatura das Ciências Sociais. É nesta lacuna que inserimos o presente trabalho.
description: Como referenciar (ABNT):
ARAUJO, George F R. UM SAQUAREMENSE EM RECORTES DE JORNAIS: Oliveira
Vianna articulista. 2017. Dissertação (Mestrado em Ciência Política) - Instituto de Ciências
Humanas e Filosofia, Universidade Federal Fluminense, Niterói, 2012. p. vii. Resumo.
Disponível em:  Acesso em: dia mês e ano.
Eines per l'avaluació del diari d'aprenentatge individual i del treball en equip
Creators: name: De Haro, J.J.
Publisher: name: Zenodo
Year: 2022
Subjects: Diari d'aprenentatge
Diario de aprendizaje
Learning journal
Rúbrica d'un sol punt

description: En aquest article donem una sèrie de documents amb la finalitat de donar les eines per fer un diari d’aprenentatge i avaluar-lo. Per tant, s’inclouen diversos documents que contenen instruccions pels alumnes i fulls de càlcul per a l’avaluació del professorat. L’avaluació no comporta la utilització de totes les eines que presentem, ja que només farem servir les que ens interessin, per exemple, l’escala de valoració del diari d’aprenentatge i l’escala de valoració individual. Podem remesclar-los al nostre gust.
D.2.2.6. Submission of first open-access peer-reviewed journal paper
Creators: name: Mannarini, Gianandrea
name: Carelli, Lorenzo
name: Orović, Josip
name: Coppini, Giovanni
name: Salinas, Mario Leonardo
Publisher: name: Zenodo
Year: 2022

description: This report documents the submission and publication of some peer-reviewed journal papers related to GUTTA developments.
description: This work was funded by the European Regional Development Fund through the Italy-Croatia Interreg programme, project GUTTA (bit.ly/guttaproject), grant number 10043587.
D.2.2.7. Submission of second open-access peer-reviewed journal paper
Creators: name: Orović, Josip
name: Valčić, Marko
name: Knežević, Vlatko
name: Pavin, Zoran
Publisher: name: Zenodo
Year: 2022

description: This report documents the submission and publication of an additional peer-reviewed journal paper related to GUTTA project’s developments.
description: This work was funded by the European Regional Development Fund through the Italy-Croatia Interreg programme, project GUTTA (bit.ly/guttaproject), grant number 10043587.
Anthophora (Paramegilla) blanda Perez 1895
Creators: name: Boustani, Mira
name: Rasmont, Pierre
name: Dathe, Holger H.
name: Ghisbain, Guillaume
name: Kasparek, Max
name: Michez, Denis
name: Müller, Andreas
name: Pauly, Alain
name: Risch, Stefan
name: Straka, Jakub
name: Terzo, Michael
name: Achter, Xavier Van
name: Wood, Thomas J.
name: Nemer, Nabil
Publisher: name: Zenodo
Year: 2021
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Apidae
Anthophora
Anthophora blanda

description: Anthophora (Paramegilla) blanda Pérez, 1895
Distribution: WEST PALAEARCTIC: Scattered records in the Maghreb (Rasmont 2014b).
BDFGM: Syria, VIII.1899, 1♂, det. Rasmont P., leg. Morice F., coll. Vogt, Leiden.
This locality probably refers to current Lebanon.
description: Published as part of Boustani, Mira, Rasmont, Pierre, Dathe, Holger H., Ghisbain, Guillaume, Kasparek, Max, Michez, Denis, Müller, Andreas, Pauly, Alain, Risch, Stefan, Straka, Jakub, Terzo, Michael, Achter, Xavier Van, Wood, Thomas J. & Nemer, Nabil, 2021, The bees of Lebanon (Hymenoptera: Apoidea: Anthophila), pp. 1-146 in Zootaxa 4976 (1) on page 126, DOI: 10.11646/zootaxa.4976.1.1, http://zenodo.org/record/4819018
D.3.1.4. Catalogue of forecast fields
Creators: name: Lecci, Rita
name: Mannarini, Gianandrea
name: Cretì, Sergio
Publisher: name: Zenodo
Year: 2022

description: This report includes useful information for establishing an operational chain of forecast fields to feed the tool for eco-routes of the GUTTA project. It is based on the data feed available at the data center of CMCC and focuses on meteo-oceanographic variables relevant to ferry boat navigation.
description: This work was funded by the European Regional Development Fund through the Italy-Croatia Interreg programme, project GUTTA (bit.ly/guttaproject), grant number 10043587.
Melecta (Melecta) ashabadensis Radoszkowski 1893
Creators: name: Boustani, Mira
name: Rasmont, Pierre
name: Dathe, Holger H.
name: Ghisbain, Guillaume
name: Kasparek, Max
name: Michez, Denis
name: Müller, Andreas
name: Pauly, Alain
name: Risch, Stefan
name: Straka, Jakub
name: Terzo, Michael
name: Achter, Xavier Van
name: Wood, Thomas J.
name: Nemer, Nabil
Publisher: name: Zenodo
Year: 2021
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Apidae
Melecta
Melecta ashabadensis

description: Melecta (Melecta) ashabadensis Radoszkowski, 1893
Distribution: PALAEARCTIC: Very few records from Turkmenistan, and Turkey (unconfirmed) (Rasmont 2014).
Literature. Friese (1895): Mentioned from Syria, could be located in current Lebanon.
description: Published as part of Boustani, Mira, Rasmont, Pierre, Dathe, Holger H., Ghisbain, Guillaume, Kasparek, Max, Michez, Denis, Müller, Andreas, Pauly, Alain, Risch, Stefan, Straka, Jakub, Terzo, Michael, Achter, Xavier Van, Wood, Thomas J. & Nemer, Nabil, 2021, The bees of Lebanon (Hymenoptera: Apoidea: Anthophila), pp. 1-146 in Zootaxa 4976 (1) on page 126, DOI: 10.11646/zootaxa.4976.1.1, http://zenodo.org/record/4819018
D.3.2.1. Report on implementation challenges for MRV
Creators: name: Mihalić, Maria
name: Vidas, Sandro
name: Vukelić-Čemeljić, Gordana
Publisher: name: Zenodo
Year: 2022

description: In this deliverable, Croatian Shipowners’ Association Mare Nostrum (CSA) analyzed the user experience of the shipowners that are obligated to report to the Thetis - MRV System according to the Regulation (EU) 2015/757. Moreover, CSA analyzed the experience of the associate member, Croatian Register of Shipping which is the certified Verifier for the Croatian shipowners. Furthermore, CSA compared the EU MRV Regulation with IMO DCS and the homologue Chinese Regulation on ship Energy Consumption.
description: This work was funded by the European Regional Development Fund through the Italy-Croatia Interreg programme, project GUTTA (bit.ly/guttaproject), grant number 10043587.
Anthophora (Lophanthophora) hispanica
Creators: name: Boustani, Mira
name: Rasmont, Pierre
name: Dathe, Holger H.
name: Ghisbain, Guillaume
name: Kasparek, Max
name: Michez, Denis
name: Müller, Andreas
name: Pauly, Alain
name: Risch, Stefan
name: Straka, Jakub
name: Terzo, Michael
name: Achter, Xavier Van
name: Wood, Thomas J.
name: Nemer, Nabil
Publisher: name: Zenodo
Year: 2021
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Apidae
Anthophora
Anthophora hispanica

description: Anthophora (Lophanthophora) hispanica (Fabricius, 1787)
Distribution: WEST PALAEARCTIC: Western, southern and eastern Mediterranean basin (Rasmont 2014b). Literature. Friese (1897): Mentioned from Syria, the locality could be in current Lebanese territory.
MELECTINI
Genus Melecta Latreille, 1802
description: Published as part of Boustani, Mira, Rasmont, Pierre, Dathe, Holger H., Ghisbain, Guillaume, Kasparek, Max, Michez, Denis, Müller, Andreas, Pauly, Alain, Risch, Stefan, Straka, Jakub, Terzo, Michael, Achter, Xavier Van, Wood, Thomas J. & Nemer, Nabil, 2021, The bees of Lebanon (Hymenoptera: Apoidea: Anthophila), pp. 1-146 in Zootaxa 4976 (1) on page 126, DOI: 10.11646/zootaxa.4976.1.1, http://zenodo.org/record/4819018
Question Answering on RDF Data based on Grammars Automatically Generated from Lemon Models
Creators: name: Elahi, Mohammad Fazleh
name: Ell, Basil
name: Grimm, Frank
name: Cimiano, Philipp
Publisher: name: Zenodo
Year: 2021
Subjects: question answering, RDF, grammar generation

description: Many question answering (QA) systems over RDF induced from question-query pairs using some machine learning technique suffer from a lack of controllability, making the governance and incremental improvement of the system challenging, not to mention the initial effort of collecting and providing training data. As an alternative, we present a model-based QA approach that uses an ontology lexicon in lemon format and automatically generates a lexicalized grammar used to interpret and parse questions into SPARQL queries. The approach gives maximum control over the QA system to the developer as every lexicon extension increases the coverage of the grammar, and thus of the QA system, in a predictable way. We describe our approach to generating grammars from lemon lexica and show how these grammars generate specific questions that we index to support fast QA performance in a prototype that answers questions with respect to DBpedia
Supplementary Material from Mitochondrial-Y chromosome epistasis in Drosophila melanogaster
Creators: name: Ågren, J. Arvid
name: Munasinghe, Manisha
name: Clark, Andrew G.
Publisher: name: The Royal Society
Year: 2020
Subjects: subject: Genetics
subject: FOS: Biological sciences
subject: Evolutionary Biology
subject: 60408 Genomics

description: Supplementary methods and figures
D.3.2.2. Harmonized and queriable database of ferry propulsion and performance data
Creators: name: Orović, J.
name: Pavin, Z.
name: Mannarini, G.
name: Carelli, L.
name: Barić, M.
name: Jelić, R.
name: Knežević, V.
Publisher: name: Zenodo
Year: 2022

description: This document reports about a new database of propulsion and performance data of a specific RoPax vessel. The database originates from systematic runs of a nautical simulator operating at UniZd. Resulting data are fitted by a multi-dimensional model developed and implemented by CMCC. The functional dependence of both speed and engine power as functions of the meteo-marine variables are reconstructed.
description: This work was funded by the European Regional Development Fund through the Italy-Croatia Interreg programme, project GUTTA (bit.ly/guttaproject), grant number 10043587.
ГЛОМЕРУЛОНЕФРИТ БЕМОРЛАРДА ДОРИ ВОСИТАЛАРНИНГ ЗАМОНАВИЙ ДАВОСИ
Creators: name: Рашидова, Асал
name: Даминова, Лола
Publisher: name: Zenodo
Year: 2024

description: Гломерулонефрит касаллиги бор беморларда замонавий имуносупрессив дори воситасининг таъсир самарадорлигини ўрганиш. IgA нефропатия (IgAN) дунёда гломерулонефритнинг енг кенг тарқалган тури ҳисобланади. Кўпгина беморлар асемптоматик ёки енгил симптоматик бўлиб, КФТ йўқолиши, агар мавжуд бўлса, аста-секин содир бўлади. Шундай қилиб, терапиянинг асосий йўналиши оптималлаштирилган қўллаб-қувватловчи ёрдамдир, яъни қон босимини пасайтирадиган, протеинурияни камайтирадиган, турмуш тарзи хавф омилларини минималлаштирадиган ва бошқа йўл билан буйракнинг ўзига хос бўлмаган шикастланишини камайтиришга ёрдам берадиган чоралар. Иммуносупрессиянинг аҳамияти мунозарали бўлиб қолди ва агар умуман бўлса, бундай терапиядан еҳтиёт бўлиши ёки истисно қилиши мумкин бўлган беморнинг хусусиятларини ҳисобга олган ҳолда бир неча ой давомида кортикостероидларнинг юқори дозалари билан тизимли терапия кўриб чиқилиши керак. Бундан ташқари, КФТ камайиши билан кортикостероид терапияси билан боғлиқ ножўя таъсирлар сезиларли даражада ошади. Кортикостероидлардан ташқари, осиёлик беморларда микофенолат мофетил бундан мустасно, ҳар қандай қўшимча иммуносупрессиянинг фойдали еканлиги ҳақида жуда кам далиллар мавжуд. Ичак билан қопланган будесониддан Б-ҳужайра блокадаси ва комплемент ингибиторларигача бўлган кўплаб клиник синовлар давом етмоқда ва келажакда бу IgAN га ўтиш хавфи юқори бўлган беморлар учун кўпроқ мақсадли даволаш имконини беради деб умид қиламиз.
Additional file 1 of Clinical validity of the Italian adaptation of the Uniform Data Set Neuropsychological Test Battery (I-UDSNB) in Mild Cognitive Impairment and Alzheimer’s Disease
Creators: name: Conca, Francesca
name: Esposito, Valentina
name: Catricalà, Eleonora
name: Manenti, Rosa
name: L’Abbate, Federica
name: Quaranta, Davide
name: Giuffrè, Guido Maria
name: Rossetto, Federica
name: Solca, Federica
name: Orso, Beatrice
name: Inguscio, Emanuela
name: Crepaldi, Valeria
name: De Matteis, Maddalena
name: Rotondo, Emanuela
name: Manera, Marina
name: Caruso, Giulia
name: Catania, Valentina
name: Canu, Elisa
name: Rundo, Francesco
name: Cotta Ramusino, Matteo
name: Filippi, Massimo
name: Fundarò, Cira
name: Piras, Federica
name: Arighi, Andrea
name: Tiraboschi, Pietro
name: Stanzani Maserati, Michelangelo
name: Pardini, Matteo
name: Poletti, Barbara
name: Silani, Vincenzo
name: Marra, Camillo
name: Di Tella, Sonia
name: Cotelli, Maria
name: Lodi, Raffaele
name: Tagliavini, Fabrizio
name: Cappa, Stefano Francesco
Publisher: name: figshare
Year: 2024
Subjects: Cell Biology
Neuroscience
Biotechnology
Developmental Biology
Mental Health
Hematology

description: Supplementary Material 1.
D.4.2.1. Guidance document on implementation of Monitoring and Reporting of MRV
Creators: name: Mihalić, Maria
name: Vidas, Sandro
name: Vukelić-Čemeljić, Gordana
Publisher: name: Zenodo
Year: 2022

description: The legislative process of the amendment of the Regulation on Monitoring, Reporting, and Verification of CO2 emissions from ships (EU-MRV, Regulation 2015/757) was initially motivated by the administrative burden for the shipping companies obligated to report under both the EU-MRV and the International Maritime Organization Data Collection System (IMO DCS). However, following the momentum set by the European Green Deal, the amendment of the EU-MRV will also include decarbonization goals and moves towards the inclusion of the shipping sector into the Union’s Emission Trading System. The shipowners will need to adjust their way of business by investing in low carbon fuels to avoid high costs per carbon unit. This report aims to review the EU MRV amendment process, some parts of the European Green Deal, and its effect on EU flagged ships. Also, it provides an opinion on future decarbonization trends according to IMO and EU goals for 2030.
description: This work was funded by the European Regional Development Fund through the Italy-Croatia Interreg programme, project GUTTA (bit.ly/guttaproject), grant number 10043587.
Melecta (Melecta) festiva Lieftinck 1980
Creators: name: Boustani, Mira
name: Rasmont, Pierre
name: Dathe, Holger H.
name: Ghisbain, Guillaume
name: Kasparek, Max
name: Michez, Denis
name: Müller, Andreas
name: Pauly, Alain
name: Risch, Stefan
name: Straka, Jakub
name: Terzo, Michael
name: Achter, Xavier Van
name: Wood, Thomas J.
name: Nemer, Nabil
Publisher: name: Zenodo
Year: 2021
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Apidae
Melecta
Melecta festiva

description: Melecta (Melecta) festiva Lieftinck, 1980
Distribution: WEST PALAEARCTIC: Southern Europe, East Mediterranean, Caucasus (Rasmont 2016).
Literature. Lieftinck 1980: Records from Israel: Mount Hermon, 1650 m, 8.VI.1975, 4♂, det. Lieftinck M.A., leg. Kugler; 1700 m, 11.VI.1976, 1♀, 1♂, det. Lieftinck M.A., leg. Simon D.; 1400 m, 31.V.1978, 1♂, det. Lieftinck M.A., leg. Furth D.; 1800 m, 11.VI.1976, 1♂, det. Lieftinck M.A., leg. Freidberg A.; 1650 m, 8.VI.1975, 1♀, det. Lieftinck M.A, leg. Kugler.
description: Published as part of Boustani, Mira, Rasmont, Pierre, Dathe, Holger H., Ghisbain, Guillaume, Kasparek, Max, Michez, Denis, Müller, Andreas, Pauly, Alain, Risch, Stefan, Straka, Jakub, Terzo, Michael, Achter, Xavier Van, Wood, Thomas J. & Nemer, Nabil, 2021, The bees of Lebanon (Hymenoptera: Apoidea: Anthophila), pp. 1-146 in Zootaxa 4976 (1) on page 126, DOI: 10.11646/zootaxa.4976.1.1, http://zenodo.org/record/4819018
CURESUB Lecture 5 - OMICS
Creators: name: Bajpai, Manisha
Publisher: name: QUBES Educational Resources
Year: 2022

description: s assistant professor in the department of medicine at Rutgers Robert Wood Johnson Medical School, Manisha Bajpai, PhD., led the Gastroenterology division’s clinical and translational research efforts funded by the NIH/NIDDK and grants from industry foundations. Her research initiative focused on early-stage biomarker discovery in Barrett’s esophagus and Inflammatory Bowel Diseases using various contemporary molecular biology, cell biology as well as Omics methods. In this lecture we will develop a basic understanding of the methods of the various ‘omics” approaches and discuss their potential in improving human health.
How common is greening in gentrifying areas?
Creators: name: Quinton, Jessica
name: Nesbitt, Lorien
name: Connolly, James JT
name: Wyly, Elvin
Publisher: name: Taylor & Francis
Year: 2024
Subjects: subject: Medicine
subject: Environmental Sciences not elsewhere classified
subject: Ecology
subject: FOS: Biological sciences
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Developmental Biology

description: Green gentrification occurs when urban greening/sustainability interventions become implicated in neighbourhood upgrading and displacement of existing residents. However, current emphasis on urban sustainability in planning/policy agendas, coupled with political-economic factors producing uneven development, lead us to ask whether all gentrifying areas experience greening. Our descriptive analysis identified gentrifying areas in Vancouver, Calgary, and Toronto (Canada), from 1996–2006 and 2006–2016, and determined the extent to which various greening interventions (parks, cycle lanes, community gardens, LEED-certified buildings, and rapid-rail transit) were introduced before, during, and after gentrification. Greening frequently occurred before and/or during, and after, gentrification. Our results indicate greening is common in gentrifying areas throughout the gentrification process, suggesting the need for a broader understanding of the relationship(s) between urban greening and gentrification. We outline a future research agenda to examine greening across gentrifying areas and further understand how these two processes shape each other in the remaking of neighborhoods/cities.
Panurgus (Panurgus) cavannae Gribodo 1880
Creators: name: Boustani, Mira
name: Rasmont, Pierre
name: Dathe, Holger H.
name: Ghisbain, Guillaume
name: Kasparek, Max
name: Michez, Denis
name: Müller, Andreas
name: Pauly, Alain
name: Risch, Stefan
name: Straka, Jakub
name: Terzo, Michael
name: Achter, Xavier Van
name: Wood, Thomas J.
name: Nemer, Nabil
Publisher: name: Zenodo
Year: 2021
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Andrenidae
Panurgus
Panurgus cavannae

description: Panurgus (Panurgus) cavannae Gribodo, 1880
Literature. Friese (1901): Several specimens from Beirut, 21.IV– 5.V.
Notes. Synonymised with Panurgus siculus Morawitz, 1872 by Warncke (1972). Panurgus siculus has a distribution of southern Italy, Corsica, and Sardinia (Patiny 2012). Warncke (1972) treated both P. siculus and P. posticus as subspecies of P. dentipes Latreille, 1811 due to their morphological similarity. Additionally, the P. posticus material that Warncke described from Lebanon was also from Beirut, and so we suspect that it may be the same material that Friese called P. cavannae. Certainly, we consider the presence of a Corsico-Sardinian-Italian endemic in Lebanon highly unlikely.
Genus Halictus Latreille, 1804
description: Published as part of Boustani, Mira, Rasmont, Pierre, Dathe, Holger H., Ghisbain, Guillaume, Kasparek, Max, Michez, Denis, Müller, Andreas, Pauly, Alain, Risch, Stefan, Straka, Jakub, Terzo, Michael, Achter, Xavier Van, Wood, Thomas J. & Nemer, Nabil, 2021, The bees of Lebanon (Hymenoptera: Apoidea: Anthophila), pp. 1-146 in Zootaxa 4976 (1) on page 126, DOI: 10.11646/zootaxa.4976.1.1, http://zenodo.org/record/4819018
ENGINEERING CO2-FIXING ESCHERICHIA COLI FOR HEXANOYL COENZYME A BIOSYNTHESIS THROUGH HETEROLOGOUS GENE EXPRESSION, GENE SILENCING AND TRANSCRIPTIONAL BIOCHEMICAL REPRESSION
Creators: name: Carlson, Michael Rory
Publisher: name: Purdue University Graduate School
Year: 2024
Subjects: classificationCode: 310103
subject: Cell metabolism

description:   
Sustainably produced oleochemicals from microbial lipid metabolism are an attractive alternative to traditional industrial production that is using expensive or non-renewable feedstocks. Though, microbial chassis as cell factories for production of oleochemicals at high titer for commercial exploitation require biochemical and genetic manipulation towards specific gene programming. As such, Escherichia coli cells are the laboratory workhorse with significant importance in biotechnological development and are the prime microbial candidate to drive synthesis of valuable compounds. The aim of this thesis is to demonstrate a novel metabolic system in Escherichia coli for controlled expression of specific genes encoding putative heterologous lipid-related enzymes and silencing native enzymes as wells as transcription factors to augment metabolic flow of specific pathways towards hexanoyl-CoA accumulation in the cell at commercial concentrations using a cheap feedstock. First, a CO2-fixing pathway was constructed in an Escherichia coli strain by introducing a donated expression cassette containing genes encoding two sequential cyanobacterial Calvin cycle enzymes; Rubisco (RBC)-encoding genes (rbcL-rbcX-rbcS), and phosphoribulokinase-encoding gene (PRK) and a cyanobacterial carbonic anhydrase (CA)-encoding genes (ccaA), mimicking cyanobacterial carbon concentrating mechanism. Second, a hexanoyl-CoA-producing pathway was incorporated by including an Arabidopsis thaliana acyl-lipid thioesterase 4-encoding gene (ALT4) and acyl-activating enzyme-encoding gene (AAE17). Next, an antisense RNA pathway was incorporated into the previously engineered strain to prevent the flow of the produced hexanoyl-CoA to β-oxidation and phospholipid synthesis. Three RNA-silencing sequences targeting Escherichia coli anaerobic acyl-CoA dehydrogenase-encoding gene (Ydio), aerobic acyl-CoA dehydrogenase-encoding gene (FadE) and fused 2-acylglycerophospho-ethanolamine acyltransferase/acyl-acyl carrier protein synthetase-encoding gene (aas) were incorporated. Finally, DNA-binding transcriptional dual regulator-encoding gene (FadR) targeting β-oxidation repression was incorporated. Markedly, the engineered Escherichia coli productivity of hexanoyl‑CoA was 100% increase over wildtype. This multi-gene transformation system is the first report in increasing hexanoyl-CoA through controlling simultaneously fatty acid biosynthesis and β-oxidation, utilizing simple RNA silencing and transcriptional repression technology in Escherichia coli cells.
Halictus atrovirens Perez 1903
Creators: name: Boustani, Mira
name: Rasmont, Pierre
name: Dathe, Holger H.
name: Ghisbain, Guillaume
name: Kasparek, Max
name: Michez, Denis
name: Müller, Andreas
name: Pauly, Alain
name: Risch, Stefan
name: Straka, Jakub
name: Terzo, Michael
name: Achter, Xavier Van
name: Wood, Thomas J.
name: Nemer, Nabil
Publisher: name: Zenodo
Year: 2021
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Halictidae
Halictus
Halictus atrovirens

description: Halictus atrovirens Pérez, 1903
Distribution: WEST PALAEARCTIC: Mediterranean basin (Pauly 2016c).
Junior synonym of Lasioglossum soror (Saunders, 1901), see Pauly (2016c).
Literature. Bytinski-Salz & Ebmer (1974): Reported from Mount Hermon.
Genus Protosmia Ducke, 1900
description: Published as part of Boustani, Mira, Rasmont, Pierre, Dathe, Holger H., Ghisbain, Guillaume, Kasparek, Max, Michez, Denis, Müller, Andreas, Pauly, Alain, Risch, Stefan, Straka, Jakub, Terzo, Michael, Achter, Xavier Van, Wood, Thomas J. & Nemer, Nabil, 2021, The bees of Lebanon (Hymenoptera: Apoidea: Anthophila), pp. 1-146 in Zootaxa 4976 (1) on pages 126-127, DOI: 10.11646/zootaxa.4976.1.1, http://zenodo.org/record/4819018
D.4.2.3. User satisfaction with the THETIS-MRV system
Creators: name: Mihalić, Maria
Publisher: name: Zenodo
Year: 2022

description: This report includes feedback on the THETIS-MRV system of EMSA for collection and provision of the EU–MRV data. Feedback from both Jadrolinija and Croatian Register of Shipping was collected, which could be considered to improve the reporting process.
 Moreover, opinions of the above stakeholders on the “Fitfor55” legislative proposal by the European Commission are reported, with a focus on the possible amendment of the EU-ETS system for including shipping. The document is complemented with a discussion based on expert opinions by the Croatian Shipowners Association.
description: This work was funded by the European Regional Development Fund through the Italy-Croatia Interreg programme, project GUTTA (bit.ly/guttaproject), grant number 10043587.
Melecta (Melecta) luctuosa
Creators: name: Boustani, Mira
name: Rasmont, Pierre
name: Dathe, Holger H.
name: Ghisbain, Guillaume
name: Kasparek, Max
name: Michez, Denis
name: Müller, Andreas
name: Pauly, Alain
name: Risch, Stefan
name: Straka, Jakub
name: Terzo, Michael
name: Achter, Xavier Van
name: Wood, Thomas J.
name: Nemer, Nabil
Publisher: name: Zenodo
Year: 2021
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Apidae
Melecta
Melecta luctuosa

description: Melecta (Melecta) luctuosa (Scopoli, 1770)
Distribution: WEST PALAEARCTIC: (Rasmont 2016).
Mentioned from Lebanon (Ascher & Pickering 2021).
ANNEX II
Excluded species. This Annex groups all of the species which we are confident have been incorrectly identified. They are therefore excluded from the list of unconfirmed species.
Genus Panurgus Panzer, 1806
description: Published as part of Boustani, Mira, Rasmont, Pierre, Dathe, Holger H., Ghisbain, Guillaume, Kasparek, Max, Michez, Denis, Müller, Andreas, Pauly, Alain, Risch, Stefan, Straka, Jakub, Terzo, Michael, Achter, Xavier Van, Wood, Thomas J. & Nemer, Nabil, 2021, The bees of Lebanon (Hymenoptera: Apoidea: Anthophila), pp. 1-146 in Zootaxa 4976 (1) on page 126, DOI: 10.11646/zootaxa.4976.1.1, http://zenodo.org/record/4819018
How common is greening in gentrifying areas?
Creators: name: Quinton, Jessica
name: Nesbitt, Lorien
name: Connolly, James JT
name: Wyly, Elvin
Publisher: name: Taylor & Francis
Year: 2023
Subjects: subject: Medicine
subject: Environmental Sciences not elsewhere classified
subject: Ecology
subject: FOS: Biological sciences
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Developmental Biology

description: Green gentrification occurs when urban greening/sustainability interventions become implicated in neighbourhood upgrading and displacement of existing residents. However, current emphasis on urban sustainability in planning/policy agendas, coupled with political-economic factors producing uneven development, lead us to ask whether all gentrifying areas experience greening. Our descriptive analysis identified gentrifying areas in Vancouver, Calgary, and Toronto (Canada), from 1996–2006 and 2006–2016, and determined the extent to which various greening interventions (parks, cycle lanes, community gardens, LEED-certified buildings, and rapid-rail transit) were introduced before, during, and after gentrification. Greening frequently occurred before and/or during, and after, gentrification. Our results indicate greening is common in gentrifying areas throughout the gentrification process, suggesting the need for a broader understanding of the relationship(s) between urban greening and gentrification. We outline a future research agenda to examine greening across gentrifying areas and further understand how these two processes shape each other in the remaking of neighborhoods/cities.
COVID-19 Bibliometrics 21st – 27th September 2020
Creators: name: Www.Covid19bibliometrics.Org
Publisher: name: Zenodo
Year: 2020
Subjects: COVID-19
Medicine and Health
Science and Engineering
Social Science, Humanities and Public Policy
novel Coronavirus
SARS-CoV-2
2019-nCoV

description: This is a compilation of COVID-19 research insights published from 21st – 27th September 2020 in these fields: Medicine and Health Science and Engineering Social Science, Humanities and Public Policy About www.covid19bibliometrics.org
 Introduction: The number of confirmed cases during the current Covid-19 pandemic is escalating exponentially. At the same time, the public are constantly being inundated with a formidable quantity of information, from innumerable sources, and containing both genuine as well as fake news. The Covid-19 “infodemic” is here. Health professionals including medical doctors and nurses are busy fighting the virus on the front line in our communities and hospitals and struggling to treat the ever-growing number of cases. Scientists and technicians at their bench-tops and computers in their research laboratories, are racing to find solutions, create new protective equipment, and ideally develop a vaccine. They all need accurate, timely and reliable information upon which they can make their decisions, find solutions, and help defeat this pandemic. This initiative aims to provide reliable and timely (initially at least twice a week) web updates on the relevant published literature. “Reliable” and “timely” means that it can be trusted and it is up to date; “relevant” and “published” means that it is focused on what health professionals and scientists need when facing both the pandemic and the infodemic, and it can be trusted as sound science. We plan to make the material succinct and accessible, and to provide key bibliometric indices such as source and citation.
 Objectives: 1. To update the global scientific community on current Covid-19 related published papers in an accessible, timely and trusted format
 2. To analyse the published papers for trends and to provide insights
 3. To identify gaps in research
 4. To promote international research collaboration with a view to overcoming Covid-19 and promoting recovery Methodology:  Covid-19 related publications to be searched using the Scopus database using as a minimum the following keywords: 2019-nCoV, SARS-CoV-2, Covid-19, novel Coronavirus. Papers then to be categorized according to topic, research fields, institutions, countries, etc. Abstracts and papers to be reviewed for findings, trends, key insights, etc. To read previous COVID-19 research insights, please go to:
 https://zenodo.org/communities/covid19bibliometrics/
description: More information, please go to https://www.covid19bibliometrics.org/
Das Paläolithikum von Ziegenhain und von Lenderscheid (Bez. Kassel)
Creators: name: Grahmann, Rudolf
Publisher: name: Geozon Science Media
Year: 1952
Subjects: subject: 551.7
subject: VAR 000
subject: Glazialgeologie
subject: paläolithikum
subject: ziegenhain
subject: lenderscheid
subject: kassel
subject: quarzitlage
subject: schildkern
subject: levalloisabschlag
subject: geräte

description: research
D.4.2.2. Report on training of MRV Inspection personnel
Creators: name: Budić, Tomislav
name: Prpić, Marko
name: Mannarini, Gianandrea
Publisher: name: Zenodo
Year: 2022

description: The Croatian Ministry Of The Sea, Transport And Infrastructure (MMPI) collected and pre-processed AIS data, sharing them with the GUTTA partnership for the sake of the project’s objectives.
description: This work was funded by the European Regional Development Fund through the Italy-Croatia Interreg programme, project GUTTA (bit.ly/guttaproject), grant number 10043587.
Hacia un periodismo democrático
Creators: name: Suing, Abel
Publisher: name: Zenodo
Year: 2022
Subjects: Periodismo
democracia
Comunicación
Valores
Diversidad
pluralidad
Sociedad
equidad
Ecuador

description: Publicación en la sección de opinión del diario digital hora 32 https://hora32.com.ec/ que se edita en Loja (Ecuador)
Prediction medium and long-term risks in asplenic patients: a precision medicine approach
Creators: name: Cappuccio, Teresa
name: Casale, Maddalena
name: Casalino, Laura
name: Giordano, Maurizio
name: Vacca, Marcella
name: Granata, Ilaria
Publisher: name: F1000 Research Limited
Year: 2024

description: The spleen plays a fundamental role in immune response and blood filtration. It is responsible for removing bacteria, particles, and damaged or aged blood cells, as well as producing antibodies and regulating B and T lymphocyte activity. The loss of splenic function, whether due to surgical or functional asplenia, compromises the body's ability to respond to bacterial infections and increases the risk of venous and arterial thrombosis. Due to the variety of underlying diseases and conditions, predictive factors and tools for associated long-term risks are lacking.This study aims to develop and validate Machine Learning models for the prediction of infectious and thrombotic events in asplenic patients. To this extent, clinical data from 1,800 patients followed at 42 centers of the “The Italian Network for Asplenia (INA)” were collected.

Before training the predictive model, an intensive pre-processing phase of data curation was performed, including transformation, missing data handling, statistical distribution analyses and association test. During the model training, feature importance was calculated to improve the model’s performance and interpretability.

This preliminary study showed promising results in getting new insights for predicting the risk of infectious and thrombotic events in asplenic patients.

Implementing predictive models based on relevant clinical features could provide physicians with a useful tool in the preventive management of asplenic patients. This would allow for timely interventions and improve prognosis.