cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
title: Activité du port de Saint-Malo – 1687 – Marennes
Creators: name: :Unkn
Publisher: name: NAKALA - https://nakala.fr (Huma-Num - CNRS)
publisherIdentifier: https://ror.org/04ces3204
publisherIdentifierScheme: ROR
Year: 2024
Subjects: subject: produits agroalimentaires
subject: alcool
subject: fruits et légumes

description: Cette fiche est issue de l’enquête menée par Jean Delumeau sur l’activité du port de Saint-Malo au 17e et 18e siècle. Cette fiche correspond à l’activité de l’année 1687 avec le port "Marennes"
description: Marchandises arrivées à Saint-Malo : vin ; eau de vie ; farine ; noix
description: Catégories de marchandises arrivées à Saint-Malo : produits agroalimentaires ; alcool ; fruits et légumes
description: Coverage: Grand cabotage
description: Bibliographic citation: LE CORRE, Annick. L'Activité maritime de Saint-Malo en 1686 et 1687. DES : Histoire : Rennes, 1958 (Bibliothèque François-Lebrun - Rennes 2, MH 1003)
description: date: Date de numérisation : 2021 à 2023
description: created: Années 1950-1960
Asarkina (Asarkina) africana
Creators: name: El-Hawagry, Magdi S.
name: Gilbert, Francis
Publisher: name: Zenodo
Year: 2019
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Diptera
Syrphidae
Asarkina
Asarkina africana

description: Asarkina (Asarkina) africana (Bezzi, 1908)
Asarcina ericetorum var. africana Bezzi, 1908: 500. Type localities: Dijbouti & Zaire ["Moschi, Fl. Rau., Mto-ja-Kifaru" & "Obock et Lukungu"].
Material examined: 1 male, Wadi Edeib, 25.11.1929, leg. Efflatoun (specimen published in Shaumar & Kamal (1978)); 2 males, Gebel Elba, I.1933, leg. H.C.E. & M.T. [EFC].
World distribution: AF: Widespread, Egypt [as Gebel Elba]. PA: Egypt.
Egyptian localities: Eastern Desert: Qantara. Gebel Elba: Wadi Edeib. Western Desert: Siwa Oasis [Sources: Shaumar & Kamal (1978) and the examined museum material].
Activity period in Egypt: January & September.
description: Published as part of El-Hawagry, Magdi S. & Gilbert, Francis, 2019, Catalogue of the Syrphidae of Egypt (Diptera), pp. 201-248 in Zootaxa 4577 (2) on pages 205-206, DOI: 10.11646/zootaxa.4577.2.1, http://zenodo.org/record/2629643
Talleyrand, Comte de, A. L., (ehemals französischer Gesandter)
Creators: name: [s.n.]
Publisher: name: [s.n.]
Year: 1830

description: Ort: Bern
description: Verzeichnung=Description=Inventaire 05.07.2020 Automatisiert nach HAN-Import
description: Verzeichnung=Description=Inventaire ISAD(G) / HAN Katalogisierungsregeln für Archivbestände Detailliert
Onopordum illyricum Linnaeus 1753
Creators: name: Jarvis, Charlie
Publisher: name: Linnaean Society of London in association with the Natural History Museum
Year: 2007
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Magnoliopsida
Asterales
Asteraceae
Onopordum
Onopordum illyricum

description: Onopordum illyricum Linnaeus, Species Plantarum 2: 827. 1753.
"Habitat in Europa australi." RCN: 5985.
Lectotype (Danin in Davis, Fl. Turkey 5: 361. 1975): [icon] "Acanthium Illyricum " in Plantin, Pl. Stirp. Icon. 2: 1. 1581.
Current name: Onopordum illyricum L. (Asteraceae).
description: Published as part of Jarvis, Charlie, 2007, Chapter 7: Linnaean Plant Names and their Types (part O), pp. 696-717 in Order out of Chaos. Linnaean Plant Types and their Types, London :Linnaean Society of London in association with the Natural History Museum on page 702, DOI: 10.5281/zenodo.291971
Burckhardt & Von der Mühll
Creators: name: [s.n.]
Publisher: name: [s.n.]
Year: 1831

description: Ort: Basel
description: Verzeichnung=Description=Inventaire 05.07.2020 Automatisiert nach HAN-Import
description: Verzeichnung=Description=Inventaire ISAD(G) / HAN Katalogisierungsregeln für Archivbestände Detailliert
Studies on soldiers in the Dura papyri.
Creators: name: Marichal, Robert
Publisher: name: NAKALA - https://nakala.fr (Huma-Num - CNRS)
publisherIdentifier: https://ror.org/04ces3204
publisherIdentifierScheme: ROR
Year: 2015

description: vue 24
description: List on the quantity of soldiers names in the Dura papyri, annotations.
description: Source: 4MAR_20_3.2-6-2-2
description: created: n. d.
Betasyrphus Matsumura in Matsumura & Adachi 1917
Creators: name: El-Hawagry, Magdi S.
name: Gilbert, Francis
Publisher: name: Zenodo
Year: 2019
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Diptera
Syrphidae
Betasyrphus

description: Genus BETASYRPHUS Matsumura
Betasyrphus Matsumura in Matsumura & Adachi, 1917: 143. Type species: Syrphus serarius Wiedemann, 1830, by original designation.
description: Published as part of El-Hawagry, Magdi S. & Gilbert, Francis, 2019, Catalogue of the Syrphidae of Egypt (Diptera), pp. 201-248 in Zootaxa 4577 (2) on page 206, DOI: 10.11646/zootaxa.4577.2.1, http://zenodo.org/record/2629643
Concentration properties of fractional posterior in 1-bit matrix completion
Creators: name: Mai, The Tien
Publisher: name: arXiv
Year: 2024
Subjects: subject: Machine Learning (stat.ML)
subject: Machine Learning (cs.LG)
subject: FOS: Computer and information sciences

description: The problem of estimating a matrix based on a set of its observed entries is commonly referred to as the matrix completion problem. In this work, we specifically address the scenario of binary observations, often termed as 1-bit matrix completion. While numerous studies have explored Bayesian and frequentist methods for real-value matrix completion, there has been a lack of theoretical exploration regarding Bayesian approaches in 1-bit matrix completion. We tackle this gap by considering a general, non-uniform sampling scheme and providing theoretical assurances on the efficacy of the fractional posterior. Our contributions include obtaining concentration results for the fractional posterior and demonstrating its effectiveness in recovering the underlying parameter matrix. We accomplish this using two distinct types of prior distributions: low-rank factorization priors and a spectral scaled Student prior, with the latter requiring fewer assumptions. Importantly, our results exhibit an adaptive nature by not mandating prior knowledge of the rank of the parameter matrix. Our findings are comparable to those found in the frequentist literature, yet demand fewer restrictive assumptions.
Borneque
Creators: name: [s.n.]
Publisher: name: [s.n.]
Year: 1831

description: Ort: Forge de Bellefontaine
description: Verzeichnung=Description=Inventaire 05.07.2020 Automatisiert nach HAN-Import
description: Verzeichnung=Description=Inventaire ISAD(G) / HAN Katalogisierungsregeln für Archivbestände Detailliert
Betasyrphus adligatus
Creators: name: El-Hawagry, Magdi S.
name: Gilbert, Francis
Publisher: name: Zenodo
Year: 2019
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Diptera
Syrphidae
Betasyrphus
Betasyrphus adligatus

description: Betasyrphus adligatus (Wiedemann, 1824)
Syrphus adligatus Wiedemann, 1824: 35. Type locality: South Africa (Cape: Cape of Good Hope).
Syrphus adligatus var. melas Bezzi, 1915a: 33. Type locality: Kenya.
World distribution: AF: Egypt [as Gebel Elba], Ethiopia, Kenya, Mauritania, South Africa, Tanzania, Yemen. Egyptian localities: Gebel Elba: Wadi Edeib [as Syrphus adligatus in Shaumar & Kamal (1978)]. Activity period in Egypt: January.
description: Published as part of El-Hawagry, Magdi S. & Gilbert, Francis, 2019, Catalogue of the Syrphidae of Egypt (Diptera), pp. 201-248 in Zootaxa 4577 (2) on page 206, DOI: 10.11646/zootaxa.4577.2.1, http://zenodo.org/record/2629643
Tschientschy, Simon
Creators: name: [s.n.]
Publisher: name: [s.n.]
Year: 1830

description: Ort: St. Jakob / Basel
description: Verzeichnung=Description=Inventaire 05.07.2020 Automatisiert nach HAN-Import
description: Verzeichnung=Description=Inventaire ISAD(G) / HAN Katalogisierungsregeln für Archivbestände Detailliert
Omnidirectional 3D printing of PEDOT:PSS aerogels with tunable electromechanical performance for unconventional stretchable interconnects and thermoelectrics
Creators: name: Baysal, Hasan Emre
name: Yu, Tzu-Yi
name: Naenen, Viktor
name: De Smedt, Stijn
name: Hiz, Defne
name: Zhang, Bokai
name: Xia, Heyi
name: Florenciano, Isidro
name: Rosenthal, Martin
name: Cardinaels, Ruth
name: Molina-Lopez, Francisco
Publisher: name: arXiv
Year: 2024
Subjects: subject: Applied Physics (physics.app-ph)
subject: Materials Science (cond-mat.mtrl-sci)
subject: FOS: Physical sciences

description: The next generation of soft electronics will expand to the third dimension. This will require the integration of mechanically-compliant three-dimensional functional structures with stretchable materials. This study demonstrates omnidirectional direct ink writing (DIW) of Poly(3,4-ethylenedioxythiophene) polystyrene sulfonate (PEDOT:PSS) aerogels with tunable electrical and mechanical performance, which can be integrated with soft substrates. Several PEDOT:PSS hydrogels were formulated for DIW and freeze-dried directly on stretchable substrates to form integrated aerogels displaying high shape fidelity and minimal shrinkage. The effect of additives and processing in the PEDOT:PSS hydro and aerogels morphology, and the link with their electromechanical properties was elucidated. This technology demonstrated 3D-structured stretchable interconnects and planar thermoelectric generators (TEGs) for skin electronics, as well as vertically-printed high aspect ratio thermoelectric pillars with a high ZT value of 3.2 10^-3 and ultra-low thermal conductivity of 0.065 W/(m K). Despite their comparatively low ZT, the aerogel pillars outpowered their dense counterparts in realistic energy harvesting scenarios where contact resistances cannot be ignored, and produced up to 26 nW/cm2 (corresponding to a gravimetric power density of 0.76 mW/kg) for a difference of temperature of 15 K. This work suggests promising advancements in soft and energy-efficiency electronic systems relevant to soft robotics and wearable.
Onosma echioides Linnaeus 1762
Creators: name: Jarvis, Charlie
Publisher: name: Linnaean Society of London in association with the Natural History Museum
Year: 2007
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Magnoliopsida
Boraginales
Boraginaceae
Onosma
Onosma echioides

description: Onosma echioides (Linnaeus) Linnaeus, Species Plantarum, ed. 2, 1: 196. 1762.
"Habitat in Austriae, Pannoniae, Helvetiae, Galliae, Italiae rupibus." RCN: 1105.
Basionym: Cerinthe echioides L. (1753).
Lectotype (Lacaita, Nuovo Giorn. Bot. Ital, n.s., 31: 24. 1924): [icon] " Anchusa echioides lutea, cerinthoides mont. " in Colonna, Ekphr.: 182, 183. 1606.
Generitype of Onosma Linnaeus (vide Johnston in J. Arnold Arbor. 35: 73. 1954).
Current name: Onosma echioides (L.) L. (Boraginaceae).
Note: See Stearn (in Ann. Mus. Goulandris 9: 235-238. 1994) on the gender of Onosma.
description: Published as part of Jarvis, Charlie, 2007, Chapter 7: Linnaean Plant Names and their Types (part O), pp. 696-717 in Order out of Chaos. Linnaean Plant Types and their Types, London :Linnaean Society of London in association with the Natural History Museum on page 702, DOI: 10.5281/zenodo.291971
Chrysotoxum Meigen
Creators: name: El-Hawagry, Magdi S.
name: Gilbert, Francis
Publisher: name: Zenodo
Year: 2019
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Diptera
Syrphidae
Chrysotoxum

description: Genus CHRYSOTOXUM Meigen
Chrysotoxum Meigen, 1803: 275. Type species: Musca bicincta Linnaeus, 1758, by subsequent designation of Latreille 1810: 443.
description: Published as part of El-Hawagry, Magdi S. & Gilbert, Francis, 2019, Catalogue of the Syrphidae of Egypt (Diptera), pp. 201-248 in Zootaxa 4577 (2) on page 206, DOI: 10.11646/zootaxa.4577.2.1, http://zenodo.org/record/2629643
Brüderlin, Margarethe
Creators: name: [s.n.]
Publisher: name: [s.n.]
Year: 1831

description: Ort: Liestal
description: Verzeichnung=Description=Inventaire 05.07.2020 Automatisiert nach HAN-Import
description: Verzeichnung=Description=Inventaire ISAD(G) / HAN Katalogisierungsregeln für Archivbestände Detailliert
L’Eurasie à vélo par l’espéranto de 1928 à 1932 : notes personnelles (3, 4) (p. 81)
Creators: name: Péraire, Lucien
name: CNRS
Publisher: name: NAKALA - https://nakala.fr (Huma-Num - CNRS)
publisherIdentifier: https://ror.org/04ces3204
publisherIdentifierScheme: ROR
Year: 2023

description: Un peu d’histoire restrospective
title: El Rey Basilio de Dinamarca, su hija la princesa, y su amante el Conde Federico. Primera parte (y segunda parte)
Creators: name: Bermudo, Bermudo,
Publisher: name: NAKALA - https://nakala.fr (Huma-Num - CNRS)
publisherIdentifier: https://ror.org/04ces3204
publisherIdentifierScheme: ROR
Year: 2021

description: ( 8) p. ; ill.
Notes : "Escucha, Auditorio noble,...". "Ya dixe, que la Princesa...".
Recueil factice Noem. 149
description: Source: Bibliothèque patrimoniale Villon (Rouen), Fonds Degrave, Mt m 20507-2-AF
Demande de brevet intitulé " Nouveaux schémas d'administration de multithérapies utiles pour le traitement des personnes atteintes du virus de l'immunodéficience humaine (vih)" à l'Office européen des brevets
Creators: name: Leibowitch, Jacques (1942-2020)
Publisher: name: NAKALA - https://nakala.fr (Huma-Num - CNRS)
publisherIdentifier: https://ror.org/04ces3204
publisherIdentifierScheme: ROR
Year: 2021

description: 1 fichier
Onosma orientalis Linnaeus 1762
Creators: name: Jarvis, Charlie
Publisher: name: Linnaean Society of London in association with the Natural History Museum
Year: 2007
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Magnoliopsida
Boraginales
Boraginaceae
Onosma
Onosma orientalis

description: Onosma orientalis (Linnaeus) Linnaeus, Species Plantarum, ed. 2, 1: 196. 1762.
"Habitat in Oriente." RCN: 1104.
Basionym: Cerinthe orientalis L. (1755).
Lectotype (Edmondson in Cafferty & Jarvis in Taxon 53: 801. 2004): Herb. Hasselquist No. 137 (UPS).
Current name: Onosma orientalis (L.) L. (Boraginaceae).
description: Published as part of Jarvis, Charlie, 2007, Chapter 7: Linnaean Plant Names and their Types (part O), pp. 696-717 in Order out of Chaos. Linnaean Plant Types and their Types, London :Linnaean Society of London in association with the Natural History Museum on page 702, DOI: 10.5281/zenodo.291971
Distinguishing homolytic versus heterolytic bond dissociation of phenyl sulfonium cations with localized active space methods
Creators: name: Wang, Qiaohong
name: Agarawal, Valay
name: Hermes, Matthew R.
name: Motta, Mario
name: Rice, Julia E.
name: Jones, Gavin O.
name: Gagliardi, Laura
Publisher: name: arXiv
Year: 2024
Subjects: subject: Chemical Physics (physics.chem-ph)
subject: Strongly Correlated Electrons (cond-mat.str-el)
subject: FOS: Physical sciences

description: Modeling chemical reactions with quantum chemical methods is challenging when the electronic structure varies significantly throughout the reaction, as well as when electronic excited states are involved. Multireference methods such as complete active space self-consistent field (CASSCF) can handle these multiconfigurational situations. However, even if the size of needed active space is affordable, in many cases the active space does not change consistently from reactant to product, causing discontinuities in the potential energy surface. The localized active space SCF (LASSCF) is a cheaper alternative to CASSCF for strongly correlated systems with weakly correlated fragments. The method is used for the first time to study a chemical reaction, namely the bond dissociation of a mono-, di-, and triphenylsulfonium cation. LASSCF calculations generate smooth potential energy scans more easily than the corresponding, more computationally expensive, CASSCF calculations, while predicting similar bond dissociation energies. Our calculations suggest a homolytic bond cleavage for di- and triphenylsulfonium, and a heterolytic pathway for monophenylsulfonium.
Statherotis discana
Creators: name: Pinkaew, Nantasak
name: Phewphanh, Phonepadith
Publisher: name: Zenodo
Year: 2017
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Lepidoptera
Tortricidae
Statherotis
Statherotis discana

description: Statherotis discana (Felder & Rogenhofer, 1875)
(Fig. 32)
Specimens examined. 2♂, LAOS: Bolikhamxai Prov., Tad Xay waterfall, Phou Khao Khouay N.P., 18 ̊27′10″N, 103 ̊08′66″E, ca. 312 m, 2 Jun 2016, P. Phewphanh, pp00023 (♂). Xaisomboun Prov., Phar Saed, Phou Khao Khouay N.P., 18 ̊30′15″N, 102 ̊57′92″E, ca. 628 m, 3 Jun 2016, P. Phewphanh, pp00073 (♂ genitalia slide PP00042).
Distribution. Taiwan, Philippine Islands, India, Java, Solomon Islands, Moluccan Islands, Thailand, and Laos (new record).
Remarks. Specimens were collected during the rainy season at 312–628 m in deciduous forest and deciduous forest mixed with pines.
description: Published as part of Pinkaew, Nantasak & Phewphanh, Phonepadith, 2017, First report on the Olethreutini (Lepidoptera: Tortricidae: Olethreutinae) of Lao PDR with descriptions of two new species, pp. 125-141 in Zootaxa 4358 (1) on page 139, DOI: 10.11646/zootaxa.4358.1.5, http://zenodo.org/record/3769325
Burckhardt, Joseph, zum Urbanusbrunnen
Creators: name: [s.n.]
Publisher: name: [s.n.]
Year: 1831

description: Ort: Basel
description: Verzeichnung=Description=Inventaire 05.07.2020 Automatisiert nach HAN-Import
description: Verzeichnung=Description=Inventaire ISAD(G) / HAN Katalogisierungsregeln für Archivbestände Detailliert
Chrysotoxum parmense Rondani 1845
Creators: name: El-Hawagry, Magdi S.
name: Gilbert, Francis
Publisher: name: Zenodo
Year: 2019
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Diptera
Syrphidae
Chrysotoxum
Chrysotoxum parmense

description: Chrysotoxum parmense Rondani, 1845
Chrysotoxum parmense Rondani, 1845c: 198. Type locality: Italy (Parma).
Chrysotoxum holtzi Becker, 1913: 605. Type locality: Iran.
World distribution: PA: Egypt, France, Greece (including Crete), Iran, Israel, Italy, Lebanon, Spain, Transcaucasia, Turkey.
Egyptian localities: Unknown.
Activity period in Egypt: Unknown.
Remarks: This species was listed as recorded from Egypt by Steyskal & El-Bialy (1967), and mapped by Dirickx (1994), but no specimen or published record supports their assertion. It has apparently been recorded from Israel (Dirickx 1994). Sparsely vegetated, dry, unimproved grassland is a preferred environment for this species (Speight 2017).
description: Published as part of El-Hawagry, Magdi S. & Gilbert, Francis, 2019, Catalogue of the Syrphidae of Egypt (Diptera), pp. 201-248 in Zootaxa 4577 (2) on page 206, DOI: 10.11646/zootaxa.4577.2.1, http://zenodo.org/record/2629643
title: Rapport de voyage, Mariette Pacha (1925) : Ligne d'Egypte et Syrie, 1934, voyage n°12
Creators: name: Le Men, Léopold
Publisher: name: NAKALA - https://nakala.fr (Huma-Num - CNRS)
publisherIdentifier: https://ror.org/04ces3204
publisherIdentifierScheme: ROR
Year: 2024
Subjects: subject: Compagnie des Messageries Maritimes
subject: Transports maritimes - Histoire
subject: Marine marchande
subject: Journaux de bord

description: Chapitrage : Rapport du commandant - Rapport de mer
description: Source: French Lines & Compagnies, 1997 002 4190-18
description: Coverage: 1934-03-23/1934-04-07
title: Activité du port de Saint-Malo – 1701 – Saffi
Creators: name: :Unkn
Publisher: name: NAKALA - https://nakala.fr (Huma-Num - CNRS)
publisherIdentifier: https://ror.org/04ces3204
publisherIdentifierScheme: ROR
Year: 2024
Subjects: subject: produits manufacturés
subject: cuirs, peaux et laines
subject: produits exotiques et ultramarins
subject: épices et condiments
subject: fruits et légumes
subject: produits agroalimentaires

description: Cette fiche est issue de l’enquête menée par Jean Delumeau sur l’activité du port de Saint-Malo au 17e et 18e siècle. Cette fiche correspond à l’activité de l’année 1701 avec le port "Saffi"
description: Marchandises arrivées à Saint-Malo : laine ; peaux de chèvre ; anis ; cuirs neufs ; cuirs vieux ; maroquins ; cire ; citrons ; amandes
description: Catégories de marchandises arrivées à Saint-Malo : produits manufacturés ; cuirs, peaux et laines ; produits exotiques et ultramarins ; épices et condiments ; fruits et légumes ; produits agroalimentaires
description: Coverage: Grand commerce
description: date: Date de numérisation : 2021 à 2023
description: created: Années 1950-1960
Triponé, I. U. D., Advocat/Notar
Creators: name: [s.n.]
Publisher: name: [s.n.]
Year: 1830

description: Ort: Strassburg
description: Verzeichnung=Description=Inventaire 05.07.2020 Automatisiert nach HAN-Import
description: Verzeichnung=Description=Inventaire ISAD(G) / HAN Katalogisierungsregeln für Archivbestände Detailliert
Tauenstein, zum Steinernen Ecken
Creators: name: [s.n.]
Publisher: name: [s.n.]
Year: 1830

description: Ort: Zürich
description: Verzeichnung=Description=Inventaire 05.07.2020 Automatisiert nach HAN-Import
description: Verzeichnung=Description=Inventaire ISAD(G) / HAN Katalogisierungsregeln für Archivbestände Detailliert
Uptake of mental health websites in primary care: Insights from an Australian longitudinal cohort study of depression
Creators: name: Gunn, J
name: Cameron, Jacqui
name: Densley, K
name: Davidson, S
name: Fletcher, S
name: Palmer, V
name: Chondros, P
name: Dowrick, C
name: Pirkis, J
Publisher: name: University of Wollongong
Year: 2025
Subjects: classificationCode: 32
subject: Biomedical and clinical sciences
classificationCode: 4203
subject: Health services and systems
classificationCode: 52
subject: Psychology
subject: FOS: Psychology
classificationCode: 42
subject: Health sciences
subject: FOS: Health sciences

description: Objective To describe the characteristics of primary care attendees with depressive symptoms who use mental health websites. Methods 789 individuals with depressive symptoms recruited and followed up annually for nine years. Self-reported written surveys included mental health, professional and self-help use, e-mental health interventions or therapeutic websites. Marginal logistic regression examined association between mental health website (MHW) use and patient's mental health, health services use, anti-depressant use and self-help strategies. Results 36% of participants used an MHW at least once. MHW users were more likely to be female, younger, highly educated and employed. MHW use increased with depressive symptom severity; reported in 16% of assessments when minimal symptoms were present and 28% when severe symptoms were present. MHW use was associated with: GP mental health visits, psychologist and psychiatrist visits and other self-help strategies including self-help books and telephone helplines. Conclusion(s) Mental health websites were more likely to be used by those with severe depressive symptoms rather than those with mild depression as recommended in current guidelines. Practice implication(s) Whilst mental health websites offer potential to support the high volume of people with mild depression new strategies may be required to ensure uptake.
Onosma simplicissima Linnaeus 1762
Creators: name: Jarvis, Charlie
Publisher: name: Linnaean Society of London in association with the Natural History Museum
Year: 2007
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Magnoliopsida
Boraginales
Boraginaceae
Onosma
Onosma simplicissima

description: Onosma simplicissima Linnaeus, Species Plantarum, ed. 2, 1: 196. 1762.
"Habitat in Sibiria. Gmelin." RCN: 1103.
Lectotype (Turland in Bull. Nat. Hist. Mus. London, Bot. 25: 144, f. 16. 1995): Gerber, Herb. Linn. No. 187.1 (LINN).
Current name: Onosma simplicissima L. (Boraginaceae).
description: Published as part of Jarvis, Charlie, 2007, Chapter 7: Linnaean Plant Names and their Types (part O), pp. 696-717 in Order out of Chaos. Linnaean Plant Types and their Types, London :Linnaean Society of London in association with the Natural History Museum on page 702, DOI: 10.5281/zenodo.291971
title: Lettre n°719 de Paul d'Estournelles de Constant à Nicholas Murray Butler (5 novembre 1920)
title: Letter number 719 from Paul d'Estournelles de Constant to Nicholas Murray Butler (November 5, 1920)
Creators: name: d'Estournelles de Constant, Paul
Publisher: name: NAKALA - https://nakala.fr (Huma-Num - CNRS)
publisherIdentifier: https://ror.org/04ces3204
publisherIdentifierScheme: ROR
Year: 2022
Subjects: Pacifisme
Guerre mondiale (1914-1918)

description: Source: Archives de la Sarthe – France
CASH MANAGEMENT TECHNIQUES AND FINANCIAL SUSTAINABILITY OF MANUFACTURING FIRMS IN NIGERIA
Creators: name: NNAEMEKA THADDEUS UKWUEZE
name: EJIKE JUDE UGWUODO
Publisher: name: Zenodo
Year: 2024
Subjects: Cash, Financial, Management, Sustainability, Techniques.

description: Abstract

The study examined the effect of Cash Management Techniques on the Financial Sustainability of Manufacturing Firms in Nigeria. The specific objectives of this study are to; Examine the effect of Cash and cash equivalent on the Financial Sustainability of Manufacturing Firms in Nigeria. Evaluate the effect of the Cash flow adequacy ratio (CFAR) on the Financial Sustainability of Manufacturing Firms in Nigeria. An ex-post facto research design was adopted. Meanwhile, the data source is secondary. The paper generates annual time series panel data gathered from the Nigerian Exchange Group (NGX) for the period of 12 years, 2012-2023. The data was analyzed using Eviews 13.0. The result revealed that Cash and cash equivalent have a significant positive effect on the Financial Sustainability with a p-value less than 0.001 of Manufacturing Firms and Cash flow adequacy ratio (CFAR) has a significant effect on the Financial Sustainability with a p-value less than 0.0059 of Manufacturing Firms in Nigeria. The study concluded that cash management techniques have significant positive effects on the financial sustainability of manufacturing companies in Nigeria. The study recommended among others that Firms should strive to optimize liquidity by efficiently managing working capital, streamlining inventory control, and accelerating receivables collection.
Sycacantha inodes
Creators: name: Pinkaew, Nantasak
name: Phewphanh, Phonepadith
Publisher: name: Zenodo
Year: 2017
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Lepidoptera
Tortricidae
Sycacantha
Sycacantha inodes

description: Sycacantha inodes (Meyrick, 1911)
(Fig. 34)
Specimens examined. 4 ♂, LAOS: Bolikhamxai Prov., Tad Xay waterfall, Phou Khao Khouay N.P., 18 ̊27′10″N, 103 ̊08′66″E, ca. 312 m, 2 Jun 2016, P. Phewphanh, pp00022 (♂). Vientiane Prov., Ban Vung Heuo I, Phou Khao Khouay N.P., 18 ̊21′12″N, 102 ̊48′85″E, ca. 740 m, 11 Jun 2016, P. Phewphanh, pp00236 (♂ genitalia slide PP00121), P. Phewphanh, pp00239 (♂ genitalia slide PP00123), Tad Luek waterfall, Phou Khao Khouay N.P., 18 ̊23′69″N, 103 ̊04′30″E, ca. 211 m, 24 Jan 2017, P. Phewphanh, pp00357 (♂ genitalia slide PP00158).
Distribution. Bawean Island, East Borneo, Thailand, and Laos (new record).
Remarks. Specimens were collected during the rainy season at 740 m in montane evergreen forest mixed with pines.
description: Published as part of Pinkaew, Nantasak & Phewphanh, Phonepadith, 2017, First report on the Olethreutini (Lepidoptera: Tortricidae: Olethreutinae) of Lao PDR with descriptions of two new species, pp. 125-141 in Zootaxa 4358 (1) on page 140, DOI: 10.11646/zootaxa.4358.1.5, http://zenodo.org/record/3769325
title: Activité du port de Saint-Malo – 1738 – Port-Launay
Creators: name: :Unkn
Publisher: name: NAKALA - https://nakala.fr (Huma-Num - CNRS)
publisherIdentifier: https://ror.org/04ces3204
publisherIdentifierScheme: ROR
Year: 2024
Subjects: subject: matériaux de construction

description: Cette fiche est issue de l’enquête menée par Jean Delumeau sur l’activité du port de Saint-Malo au 17e et 18e siècle. Cette fiche correspond à l’activité de l’année 1738 avec le port "Port Launay"
description: Marchandises arrivées à Saint-Malo : ardoises
description: Catégories de marchandises arrivées à Saint-Malo : matériaux de construction
description: Coverage: Petit cabotage
description: Bibliographic citation: MANDART, Jean-Pierre. L'Activité portuaire de Saint-Malo en 1737 et 1738. DES : Histoire : Rennes : 1964 (Bibliothèque François-Lebrun, MH 1033)
description: date: Date de numérisation : 2021 à 2023
description: created: Années 1950-1960
Episyrphus Matsumura in Matsumura & Adachi 1917
Creators: name: El-Hawagry, Magdi S.
name: Gilbert, Francis
Publisher: name: Zenodo
Year: 2019
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Diptera
Syrphidae
Episyrphus

description: Genus EPISYRPHUS Matsumura
Episyrphus Matsumura in Matsumura & Adachi, 1917: 134. Type species: Episyrphus fallaciosus Matsumura, 1917 (= Episyrphus balteatus De Geer, 1776), by monotypy.
description: Published as part of El-Hawagry, Magdi S. & Gilbert, Francis, 2019, Catalogue of the Syrphidae of Egypt (Diptera), pp. 201-248 in Zootaxa 4577 (2) on page 206, DOI: 10.11646/zootaxa.4577.2.1, http://zenodo.org/record/2629643
title: Jürg Fröhlich Biography
Creators: name: Charbonneau, Patrick
name: Charbonneau, Patrick
Publisher: name: NAKALA - https://nakala.fr (Huma-Num - CNRS)
publisherIdentifier: https://ror.org/04ces3204
publisherIdentifierScheme: ROR
Year: 2023
Subjects: Fröhlich, Jürg (1946-....)

description: Biographie de Jürg Fröhlich
Wave-function engineering on superconducting substrates: Chiral Yu-Shiba-Rusinov molecules
Creators: name: Rütten, Lisa M.
name: Schmid, Harald
name: Liebhaber, Eva
name: Franceschi, Giada
name: Yazdani, Ali
name: Reecht, Gael
name: Rossnagel, Kai
name: von Oppen, Felix
name: Franke, Katharina J.
Publisher: name: arXiv
Year: 2024
Subjects: subject: Mesoscale and Nanoscale Physics (cond-mat.mes-hall)
subject: Superconductivity (cond-mat.supr-con)
subject: FOS: Physical sciences

description: Magnetic adatoms on superconductors give rise to Yu-Shiba-Rusinov (YSR) states that hold considerable interest for the design of topological superconductivity. Here, we show that YSR states are also an ideal platform to engineer structures with intricate wave-function symmetries. We assemble structures of iron atoms on the quasi-two-dimensional superconductor $2H$-NbSe$_2$. The Yu-Shiba-Rusinov wave functions of individual atoms extend over several nanometers enabling hybridization even at large adatom spacing. We show that the substrate can be exploited to deliberately break symmetries of the adatom structure in ways unachievable in the gas phase. We highlight this potential by designing chiral wave functions of triangular adatom structures confined within a plane. Our results significantly expand the range of interesting quantum states that can be engineered using arrays of magnetic adatoms on superconductors.
Validating Deep Learning Weather Forecast Models on Recent High-Impact Extreme Events
Creators: name: Pasche, Olivier C.
name: Wider, Jonathan
name: Zhang, Zhongwei
name: Zscheischler, Jakob
name: Engelke, Sebastian
Publisher: name: arXiv
Year: 2024
Subjects: subject: Atmospheric and Oceanic Physics (physics.ao-ph)
subject: Machine Learning (cs.LG)
subject: FOS: Physical sciences
subject: FOS: Computer and information sciences

description: The forecast accuracy of machine learning (ML) weather prediction models is improving rapidly, leading many to speak of a "second revolution in weather forecasting". With numerous methods being developed and limited physical guarantees offered by ML models, there is a critical need for a comprehensive evaluation of these emerging techniques. While this need has been partly fulfilled by benchmark datasets, they provide little information on rare and impactful extreme events or on compound impact metrics, for which model accuracy might degrade due to misrepresented dependencies between variables. To address these issues, we compare ML weather prediction models (GraphCast, PanguWeather, and FourCastNet) and ECMWF's high-resolution forecast system (HRES) in three case studies: the 2021 Pacific Northwest heatwave, the 2023 South Asian humid heatwave, and the North American winter storm in 2021. We find that ML weather prediction models locally achieve similar accuracy to HRES on the record-shattering Pacific Northwest heatwave but underperform when aggregated over space and time. However, they forecast the compound winter storm substantially better. We also highlight structural differences in how the errors of HRES and the ML models build up to that event. The ML forecasts lack important variables for a detailed assessment of the health risks of the 2023 humid heatwave. Using a possible substitute variable, prediction errors show spatial patterns with the highest danger levels over Bangladesh being underestimated by the ML models. Generally, case-study-driven, impact-centric evaluation can complement existing research, increase public trust, and aid in developing reliable ML weather prediction models.
Lygodium flexuosum Sw.
Creators: name: Jarvis, Charlie
Publisher: name: Linnaean Society of London in association with the Natural History Museum
Year: 2007
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Polypodiopsida
Schizaeales
Lygodiaceae
Lygodium
Lygodium flexuosum

description: Ophioglossum flexuosum Linnaeus, Species Plantarum 2: 1063. 1753.
"Habitat in India." RCN: 7746.
Lectotype (Alston & Holttum in Reinwardtia 5: 15. 1959): Herb. Hermann 1: 32, No. 375 (BM-000621342).
Current name: Lygodium flexuosum (L.) Sw. (Schizaeaceae).
description: Published as part of Jarvis, Charlie, 2007, Chapter 7: Linnaean Plant Names and their Types (part O), pp. 696-717 in Order out of Chaos. Linnaean Plant Types and their Types, London :Linnaean Society of London in association with the Natural History Museum on page 702, DOI: 10.5281/zenodo.291971
Influence of the downstream blade sweep on cross-flow turbine performance
Creators: name: Snortland, Abigale
name: Hunt, Aidan
name: Williams, Owen
name: Polagye, Brian
Publisher: name: arXiv
Year: 2024
Subjects: subject: Fluid Dynamics (physics.flu-dyn)
subject: FOS: Physical sciences

description: Cross-flow turbine (known as vertical-axis wind turbines or ``VAWTs'' in wind) blades encounter a relatively undisturbed inflow for the first half of each rotational cycle (``upstream sweep'') and then pass through their own wake for the latter half (``downstream sweep''). While most research on cross-flow turbine optimization focuses on the power-generating upstream sweep, we use single-bladed turbine experiments to show that the downstream sweep strongly affects time-averaged performance. We find that power generation from the upstream sweep continues to increase beyond the optimal tip-speed ratio. In contrast, the downstream sweep consumes power beyond the optimal tip-speed ratio due to unfavorable lift and drag directions relative to rotation and a potentially detrimental pitching moment arising from rotation-induced virtual camber. Downstream power degradation increases faster than upstream power generation, such that downstream sweep performance determines the optimal tip-speed ratio. In addition to performance measurements, particle image velocimetry data is obtained inside the turbine swept area at three tip-speed ratios. This illuminates the mechanisms underpinning the observed performance degradation in the downstream sweep and motivates an analytical model for a limiting case with high induction. Performance results are shown to be consistent across 55 unique combinations of chord-to-radius ratio, preset pitch angle, and Reynolds number, underscoring the general significance of the downstream sweep.
Eupeodes Osten Sacken 1877
Creators: name: El-Hawagry, Magdi S.
name: Gilbert, Francis
Publisher: name: Zenodo
Year: 2019
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Diptera
Syrphidae
Eupeodes

description: Genus EUPEODES Osten Sacken
Eupeodes Osten Sacken, 1877: 328. Type species: Eupeodes volucris Osten Sacken, 1877, by monotypy.
description: Published as part of El-Hawagry, Magdi S. & Gilbert, Francis, 2019, Catalogue of the Syrphidae of Egypt (Diptera), pp. 201-248 in Zootaxa 4577 (2) on page 207, DOI: 10.11646/zootaxa.4577.2.1, http://zenodo.org/record/2629643
New Trends on the Systems Approach to Modeling SARS-CoV-2 Pandemics in a Globally Connected Planet
Creators: name: Bertaglia, Giulia
name: Bondesan, Andrea
name: Burini, Diletta
name: Eftimie, Raluca
name: Pareschi, Lorenzo
name: Toscani, Giuseppe
Publisher: name: arXiv
Year: 2024
Subjects: subject: Populations and Evolution (q-bio.PE)
subject: Adaptation and Self-Organizing Systems (nlin.AO)
subject: Physics and Society (physics.soc-ph)
subject: FOS: Biological sciences
subject: FOS: Physical sciences
subject: 35B40, 35L60, 35K55, 35Q70, 35Q91, 35Q92

description: This paper presents a critical analysis of the literature and perspective research ideas for modeling the epidemics caused by the SARS-CoV-2 virus. It goes beyond deterministic population dynamics to consider several key complexity features of the system under consideration. In particular, the multiscale features of the dynamics from contagion to the subsequent dynamics of competition between the immune system and the proliferating virus. Other topics addressed in this work include the propagation of epidemics in a territory, taking into account local transportation networks, the heterogeneity of the population, and the study of social and economic problems in populations involved in the spread of epidemics. The overall content aims to show how new mathematical tools can be developed to address the above topics and how mathematical models and simulations can contribute to the decision making of crisis managers.
Ophioglossum lusitanicum Linnaeus 1753
Creators: name: Jarvis, Charlie
Publisher: name: Linnaean Society of London in association with the Natural History Museum
Year: 2007
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Psilotopsida
Ophioglossales
Ophioglossaceae
Ophioglossum
Ophioglossum lusitanicum

description: Ophioglossum lusitanicum Linnaeus, Species Plantarum 2: 1063. 1753.
"Habitat in Lusitania." RCN: 7741.
Type not designated.
Original material: [icon] in Barrelier, Pl. Galliam: 117, t. 252, f. 2. 1714.
Current name: Ophioglossum lusitanicum L. (Ophioglossaceae).
description: Published as part of Jarvis, Charlie, 2007, Chapter 7: Linnaean Plant Names and their Types (part O), pp. 696-717 in Order out of Chaos. Linnaean Plant Types and their Types, London :Linnaean Society of London in association with the Natural History Museum on page 702, DOI: 10.5281/zenodo.291971
Atractides (Atractides) turkestanicus Tuzovskij 2023, sp. nov.
Creators: name: Tuzovskij, Petr V.
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Arachnida
Trombidiformes
Hygrobatidae
Atractides
Atractides turkestanicus

description: Atractides (Atractides) turkestanicus sp. nov.
https://www.zoobank.org/NomenclaturalActs/ B19BAC1F-B38E-45C9-9B5E-B38ADC19C4C3
(Figs 1-5)
Type material. Holotype: male, slide 9961, Asia, Kazakhstan, Turkestan Province, Tjulkubassky District, Aksu-Zhabagly Nature Reserve, Taldybulak stream, 42 ° 25΄01.9˝N, 70 ° 28΄22.3˝E, 1230 m a. s. l., depth about 0.5 m, substrates: large stones, mosses, 10.08.2019, leg. V. Stolbov.
Diagnosis. Male (Female unknown). Integument smooth; muscle attachment unsclerotized, coxal plates I+II close to coxal plate III+IV but not forming a coxal shield; excretory pore smooth; genital plate wider long, with 23–24 fine setae on each side, anterior margin straight, narrowed posteriorly, acetabula in triangular position; capitular bay V-shaped; P-2 expanded dorsoventrally, with moderately large ventrodistal protrusion; P-3 longer than P-2, with four thick subequal setae; P-4 sword seta between ventral setae; S-1-2 separation 12 μm.
description: Published as part of Tuzovskij, Petr V., 2023, Description of a new water mite species of the genus Atractides Koch, 1837 (Acari, Hydrachnidia, Hygrobatidae) from Kazakhstan, pp. 744-748 in Amurian Zoological Journal XV (4) on page 745, DOI: 10.33910/2686-9519-2023-15-4-744-748, http://zenodo.org/record/11362267
Mercury mean motion_Tabule magne_Cambridge by Husson (Matthieu) (2022) | Type-A (ID n° 561)
Creators: name: Husson, Matthieu
Publisher: name: NAKALA - https://nakala.fr (Huma-Num - CNRS)
publisherIdentifier: https://ror.org/04ces3204
publisherIdentifierScheme: ROR
Year: 2022
Subjects: Astronomy
History of astronomy
DISHAS
Astronomical table

description: This is a type A edition: A type-A edition corresponds to the edition of a table witness originating from a single primary source:
 scribal errors are reproduced.
You can find it on the DISHAS project website from this link: https://dishas.obspm.fr/table-edition/561
description: Source: Argumentum mercurii‪ (1300–1400) ; Cambridge, Cambridge | Gonville and Caius College, MS 110 , 9-14 ; Tabule Magne‪ (1325) [John of Lignères (1290–1350)]
title: Activité du port de Saint-Malo – 1750 – Amsterdam
Creators: name: :Unkn
Publisher: name: NAKALA - https://nakala.fr (Huma-Num - CNRS)
publisherIdentifier: https://ror.org/04ces3204
publisherIdentifierScheme: ROR
Year: 2024
Subjects: subject: produits exotiques et ultramarins
subject: produits agroalimentaires
subject: graines
subject: matériaux de construction
subject: produits laitiers
subject: épices et condiments

description: Cette fiche est issue de l’enquête menée par Jean Delumeau sur l’activité du port de Saint-Malo au 17e et 18e siècle. Cette fiche correspond à l’activité de l’année 1750 avec le port "Amsterdam"
description: Marchandises au départ de Saint-Malo : sucre ; miel
description: Catégories de marchandises au départ de Saint-Malo : produits exotiques et ultramarins ; produits agroalimentaires
description: Marchandises arrivées à Saint-Malo : graines de lin ; mâture ; fromage ; goudron ; fer ; planches ; épicerie
description: Catégories de marchandises arrivées à Saint-Malo : produits agroalimentaires ; graines ; matériaux de construction ; produits laitiers ; épices et condiments
description: Coverage: Grand commerce
description: Bibliographic citation: LUCAS, Marie-France. Le Commerce maritime de Saint-Malo en 1750. DES : Histoire : Rennes : 1966 (Bibliothèque François-Lebrun, MH 1041)
description: date: Date de numérisation : 2021 à 2023
description: created: Années 1950-1960
title: Activité du port de Saint-Malo – 1701 – Le Guildo
Creators: name: :Unkn
Publisher: name: NAKALA - https://nakala.fr (Huma-Num - CNRS)
publisherIdentifier: https://ror.org/04ces3204
publisherIdentifierScheme: ROR
Year: 2024
Subjects: subject: produits agroalimentaires
subject: alcool

description: Cette fiche est issue de l’enquête menée par Jean Delumeau sur l’activité du port de Saint-Malo au 17e et 18e siècle. Cette fiche correspond à l’activité de l’année 1701 avec le port "Le Guildo"
description: Marchandises arrivées à Saint-Malo : cidre ; miel
description: Catégories de marchandises arrivées à Saint-Malo : produits agroalimentaires ; alcool
description: Coverage: Petit cabotage
description: date: Date de numérisation : 2021 à 2023
description: created: Années 1950-1960
Ophioglossum palmatum Linnaeus 1753
Creators: name: Jarvis, Charlie
Publisher: name: Linnaean Society of London in association with the Natural History Museum
Year: 2007
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Psilotopsida
Ophioglossales
Ophioglossaceae
Ophioglossum
Ophioglossum palmatum

description: Ophioglossum palmatum Linnaeus, Species Plantarum 2: 1063. 1753.
"Habitat in America meridionali." RCN: 7744.
Lectotype (Proctor in Howard, Fl. Lesser Antilles 2: 45. 1977): [icon] " Ophioglossum palmatum " in Plumier, Traité Foug. Amér.: 139, t. 163. 1705.
Current name: Ophioglossum palmatum L. (Ophioglossaceae).
description: Published as part of Jarvis, Charlie, 2007, Chapter 7: Linnaean Plant Names and their Types (part O), pp. 696-717 in Order out of Chaos. Linnaean Plant Types and their Types, London :Linnaean Society of London in association with the Natural History Museum on page 702, DOI: 10.5281/zenodo.291971
title: Descrive un afectuoso ingenio, las peregrinas vozes, y destreza con que se hà celebrado en el presente carnabal la melodramma, "Con amor no ay libertad", en el corral de la Cruz, executada por la Compañia de la Señora Juana de Orozco, profiriendo individualmente el porfiado esmero con que todas practicaron su gustosa inclinacion. Romance endecasilabo
Creators: name: Anonyme
Publisher: name: NAKALA - https://nakala.fr (Huma-Num - CNRS)
publisherIdentifier: https://ror.org/04ces3204
publisherIdentifierScheme: ROR
Year: 2020

description: 10 p.
«De Castalia raudales poderosos...»
description: Source: Bibliothèque patrimoniale Villon (Rouen), fonds Degrave, Mt m 20581-7-AW
Ophioglossum pendulum Linnaeus 1754
Creators: name: Jarvis, Charlie
Publisher: name: Linnaean Society of London in association with the Natural History Museum
Year: 2007
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Psilotopsida
Ophioglossales
Ophioglossaceae
Ophioglossum
Ophioglossum pendulum

description: Ophioglossum pendulum Linnaeus, Herbarium Amboinense: 27. 1754.
["Habitat in Indiae arboribus parasiticum, pendulum."] Sp. Pl., ed. 2, 2: 1518 (1763). RCN: 7742.
Lectotype (Green in Kew Bull. 43: 656. 1988): [icon] "Scolopendria major " in Rumphius, Herb. Amboin. 6: 84, t. 37, f. 3. 1750.
Current name: Ophioglossum pendulum L. (Ophioglossaceae).
description: Published as part of Jarvis, Charlie, 2007, Chapter 7: Linnaean Plant Names and their Types (part O), pp. 696-717 in Order out of Chaos. Linnaean Plant Types and their Types, London :Linnaean Society of London in association with the Natural History Museum on page 702, DOI: 10.5281/zenodo.291971
Misclassification bounds for PAC-Bayesian sparse deep learning
Creators: name: Mai, The Tien
Publisher: name: arXiv
Year: 2024
Subjects: subject: Statistics Theory (math.ST)
subject: Machine Learning (stat.ML)
subject: FOS: Mathematics
subject: FOS: Computer and information sciences

description: Recently, there has been a significant focus on exploring the theoretical aspects of deep learning, especially regarding its performance in classification tasks. Bayesian deep learning has emerged as a unified probabilistic framework, seeking to integrate deep learning with Bayesian methodologies seamlessly. However, there exists a gap in the theoretical understanding of Bayesian approaches in deep learning for classification. This study presents an attempt to bridge that gap. By leveraging PAC-Bayes bounds techniques, we present theoretical results on the prediction or misclassification error of a probabilistic approach utilizing Spike-and-Slab priors for sparse deep learning in classification. We establish non-asymptotic results for the prediction error. Additionally, we demonstrate that, by considering different architectures, our results can achieve minimax optimal rates in both low and high-dimensional settings, up to a logarithmic factor. Moreover, our additional logarithmic term yields slight improvements over previous works. Additionally, we propose and analyze an automated model selection approach aimed at optimally choosing a network architecture with guaranteed optimality.
description: arXiv admin note: text overlap with arXiv:1908.04847 by other authors
Ophioglossum reticulatum Linnaeus 1753
Creators: name: Jarvis, Charlie
Publisher: name: Linnaean Society of London in association with the Natural History Museum
Year: 2007
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Psilotopsida
Ophioglossales
Ophioglossaceae
Ophioglossum
Ophioglossum reticulatum

description: Ophioglossum reticulatum Linnaeus, Species Plantarum 2: 1063. 1753.
"Habitat in America meridionali." RCN: 7743.
Lectotype (Tardieu-Blot in Aubréville, Fl. Gabon 8: 30. 1964): [icon] " Ophioglossum cordatum et reticulatum " in Plumier, Traité Foug. Amér.: 141, t. 164. 1705.
Current name: Ophioglossum reticulatum L. (Ophioglossaceae).
description: Published as part of Jarvis, Charlie, 2007, Chapter 7: Linnaean Plant Names and their Types (part O), pp. 696-717 in Order out of Chaos. Linnaean Plant Types and their Types, London :Linnaean Society of London in association with the Natural History Museum on page 702, DOI: 10.5281/zenodo.291971