cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
Platystomus albinus
Creators: name: Barševskis, Arvīds
name: Cibuļskis, Raimonds
name: Shavrin, Alexey
name: Anichtchenko, Aleksandre
name: Valainis, Uldis
name: Balalaikins, Maksims
name: Vorobjova, Irina
name: Litvinceva, Jeļena
Publisher: name: Zenodo
Year: 2012
Subjects: Biodiversity
Taxonomy
Animalia
Chordata
Siluriformes
Bagridae
Platystomus
Platystomus albinus

description: 307. Platystomus albinus (Linnaeus, 1758) –
Irlava, Pētertāle, ‘Kramiņi’, 01.06.- 31.07.2011., (1, J.Prokopčika leg.); Jersika, Windows traps, 05.200 5., (1, DU SBI exp. leg.); Nīcgale, 04.05.200 1., (1, R. Cibuļskis leg.); Šedere, ‘Straumēni’, 23.- 26.06.2010., (1, M.Janovska leg.).
description: Published as part of Barševskis, Arvīds, Cibuļskis, Raimonds, Shavrin, Alexey, Anichtchenko, Aleksandre, Valainis, Uldis, Balalaikins, Maksims, Vorobjova, Irina & Litvinceva, Jeļena, 2012, Faunistic Records Of The Beetles (Hexapoda: Coleoptera) In Latvia. 4, pp. 85-117 in Acta Biologica Universitatis Daugavpiliensis 12 (4) on page 116, DOI: 10.5281/zenodo.12647104
Oreopteris limbosperma Holub
Creators: name: Konrad Lauber
name: Gerhart Wagner
name: Andreas Gygax
Publisher: name: Haupt Verlag
Year: 2018
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Polypodiopsida
Polypodiales
Thelypteridaceae
Oreopteris
Oreopteris limbosperma

description: Oreopteris limbosperma (All.) Holub
Artbeschreibung: Blätter 30-120 cm lang, in dichter Rosette, Blattstiel 3-8x kürzer als die Spreite. Spreite lanzettlich, einfach gefiedert, mit fiederspaltigen Abschnitten, nach unten allmählich verschmälert, unterseits gelbdrüsig, nach Zitrone riechend. Sori klein, nahe dem Rand, mit kleinem, früh abfallendem Schleier.
Blütezeit: 6-9
Standort und Verbreitung in der Schweiz: Feuchte Laubmischwälder, Hochstauden-fluren, Weiden / montan-subalpin / CH
Verbreitung global: Eurosibirisch-nordamerikanisch
Ökologische Zeigerwerte nach Landolt & al. (2010)
BodenfaktorenKlimafaktorenSalztoleranzFeuchtezahl F--Lichtzahl L--Salzzeichen--Reaktionszahl R--Temperaturzahl T--Nährstoffzahl N--Kontinentalitätszahl K--
Volksname Deutscher Name: Bergfarn Nom français: Fougère des montagnes Nome italiano: Felce montana
description: Published as part of Konrad Lauber, Gerhart Wagner & Andreas Gygax, 2018, Flora Helvetica - Thelypteridaceae, pp. 76 in Flora Helvetica, Bern :Haupt Verlag on page 76
Apoderus coryli
Creators: name: Barševskis, Arvīds
name: Cibuļskis, Raimonds
name: Shavrin, Alexey
name: Anichtchenko, Aleksandre
name: Valainis, Uldis
name: Balalaikins, Maksims
name: Vorobjova, Irina
name: Litvinceva, Jeļena
Publisher: name: Zenodo
Year: 2012
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Attelabidae
Apoderus
Apoderus coryli

description: 308. Apoderus coryli (Linnaeus, 1758) –
Jēkabpils distr., Dunava, 18.05.200 8., (1, A.Barševskis leg.);Talsi distr., Kaļķi, Nature reserve ‘Kaļķupes ieleja’, 13.07.200 9., (1, A.Barševskis, R.Cibuļskis).
description: Published as part of Barševskis, Arvīds, Cibuļskis, Raimonds, Shavrin, Alexey, Anichtchenko, Aleksandre, Valainis, Uldis, Balalaikins, Maksims, Vorobjova, Irina & Litvinceva, Jeļena, 2012, Faunistic Records Of The Beetles (Hexapoda: Coleoptera) In Latvia. 4, pp. 85-117 in Acta Biologica Universitatis Daugavpiliensis 12 (4) on page 116, DOI: 10.5281/zenodo.12647104
Additional file 1 of Robust sparse canonical correlation analysis
Creators: name: Wilms, Ines
name: Croux, Christophe
Publisher: name: Figshare
Year: 2016
Subjects: subject: Space Science
subject: Cell Biology
subject: Molecular Biology
subject: 59999 Environmental Sciences not elsewhere classified
subject: FOS: Earth and related environmental sciences
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: 19999 Mathematical Sciences not elsewhere classified
subject: FOS: Mathematics
subject: Developmental Biology
subject: Science Policy
subject: Computational Biology

description: Sparse LTS estimator. (PDF 133 kb)
Detailed online platform functional and technical specifications
Creators: name: Enspire Science
Publisher: name: Zenodo
Year: 2023

description: The Horizon Europe project InvestCEC will develop a replicable model for the initiation of circular economy projects in cities and regions, that will improve collaboration between entrepreneurs, investors and policy makers.

This deliverable aims to provide the technical specifications for the InvestCEC stakeholder platform, which will serve as a meeting point for stakeholders involved in a given local/regional circular economy project where they can update, exchange information and monitor the project progress. The platform will be demonstrated in the scope of the demonstration of the InvestCEC model in The City of Klagenfurt, Austria. The platform can be accessed via: https://investcec.enspire.science/

This deliverable covers the platform requirements specification, including:

purpose, scope and target audience for the platform

an overall description of the platform and its features

system features and requirements

During the project, the platform will be further developed based on users’ feedback and improved understanding of the involved stakeholders’ needs and the features that can meet them and increase the participation in the platform.

Funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Research Executive Agency (REA). Neither the European Union nor the granting authority can be held responsible for them.
Neurepidosis minuta Spungis 1987
Creators: name: Jaschhof, Mathias
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Diptera
Cecidomyiidae
Neurepidosis
Neurepidosis minuta

description: Neurepidosis minuta Spungis, 1987
Morphological identification
Jaschhof & Jaschhof (2013).
Material examined
GERMANY ‒ Baden-Württemberg • 1 ♂; Malsch, Luderbusch; 48°91′31″ N, 8°33′25″ E; elev. 117 m; 31 May‒7 Jun. 2020; D. Doczkal and K. Grabow leg.; Malaise trap; south-facing hill slope; ZSM-DIP-42303-H10 • 1 ♂; same data as for preceding; ZSM-DIP-42303-H11 • 1 ♂; same data as for preceding; ZSM-DIP-42306-C08 • 1 ♂; same data as for preceding; ZSM-DIP-42306-C12. ‒ Bavaria • 1 ♂; Weilheim, Pähl, Hartschimmelhof; 47°93′87″ N, 11°18′63″ E; 20 Jun.‒12 Jul. 2020; D. Doczkal and K. Grabow leg.; Malaise trap; nutrient-poor meadow; ZSM-DIP-42303-G06 • 1 ♂; same data as for preceding; ZSM-DIP-42303-G07 • 1 ♂; same data as for preceding; ZSM-DIP-42303-G08 • 1 ♂; same data as for preceding but 47°94′23″ N, 11°18′30″ E; 12 Jun. 2020; ZSM-DIP-42303-G11.
Distribution
Germany (new record); Sweden, Latvia (Gagné & Jaschhof 2021).
description: Published as part of Jaschhof, Mathias, 2024, New taxa and new records of Winnertziinae and Porricondylinae (Diptera: Cecidomyiidae) from Germany, pp. 1-134 in European Journal of Taxonomy 953 on page 58, DOI: 10.5852/ejt.2024.953.2649, http://zenodo.org/record/13749629
Additional file 3: Figure S3. of CXCR3 signaling in glial cells ameliorates experimental autoimmune encephalomyelitis by restraining the generation of a pro-Th17 cytokine milieu and reducing CNS-infiltrating Th17 cells
Creators: name: Chen-Yen Chung
name: Liao, Fang
Publisher: name: Figshare
Year: 2016
Subjects: subject: Microbiology
subject: FOS: Biological sciences
subject: Cell Biology
subject: Molecular Biology
subject: Immunology
subject: FOS: Clinical medicine
subject: Developmental Biology
subject: Cancer
subject: Hematology
subject: 110309 Infectious Diseases
subject: FOS: Health sciences
subject: 60506 Virology

description: The gating strategy of FACS analysis to identify subpopulations of CD4+IL-17+ and CD4+IFN-γ+ cells shown in Fig. 4. Mononuclear cells were isolated from the spinal cord of WT and CXCR3-/- recipient mice at day 12 post-immunization and subjected to FACS analysis. Lymphocytes were gated according to forward and side scatter and then subsequently gated on CD4+ cells. CD4+ cells were further gated to analyze IFN-γ+ cells (CD4+IFN-γ+, Th1) and IL-17+ cells (CD4+IL-17+, Th17). Data are representative of three independent experiments. (PDF 226 kb)
Additional file 3 of Inferring intra-motif dependencies of DNA binding sites from ChIP-seq data
Creators: name: Eggeling, Ralf
name: Roos, Teemu
name: MyllymĂ¤Ki, Petri
name: Grosse, Ivo
Publisher: name: Figshare
Year: 2015
Subjects: subject: Biochemistry
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: 69999 Biological Sciences not elsewhere classified
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: Cancer

description: p -values of model comparison. The tables show p-values of Wilcoxon signed ranked tests comparing the different models, one for each group of data sets. (PDF 26.3 kb)
Phegopteris connectilis Watt
Creators: name: Konrad Lauber
name: Gerhart Wagner
name: Andreas Gygax
Publisher: name: Haupt Verlag
Year: 2018
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Polypodiopsida
Polypodiales
Thelypteridaceae
Phegopteris
Phegopteris connectilis

description: Phegopteris connectilis (Michx.) Watt
Artbeschreibung: Blätter 10-30 cm lang, 3eckig bis pfeilförmig, hellgrün, behaart, einfach gefiedert, mit fiederteiligen Abschnitten, unterstes Fiederpaar schräg abwärts gerichtet, obere Fiederpaare am Grund miteinander verbunden. Blattstiel länger als die Spreite. Sori rundlich, ohne Schleier.
Blütezeit: 6-9
Standort und Verbreitung in der Schweiz: Wälder, Hochstaudenfluren / kollin-subalpin / CH
Verbreitung global: Eurosibirisch-nordamerikanisch
Ökologische Zeigerwerte nach Landolt & al. (2010)
BodenfaktorenKlimafaktorenSalztoleranzFeuchtezahl F--Lichtzahl L--Salzzeichen--Reaktionszahl R--Temperaturzahl T--Nährstoffzahl N--Kontinentalitätszahl K--
Volksname Deutscher Name: Buchenfarn Nom français: Phégoptéris commun, Phégoptéris vulgaire, Phégoptère commun Nome italiano: Felce dei faggi
description: Published as part of Konrad Lauber, Gerhart Wagner & Andreas Gygax, 2018, Flora Helvetica - Thelypteridaceae, pp. 76 in Flora Helvetica, Bern :Haupt Verlag on page 76
DISCOVERING MALICIOUS SIGNATURES IN SOFTWARE FROM STRUCTURAL INTERACTIONS
Publisher: name: IEEE Signal Processing Society
Year: 2024

description: Malware represents a significant security concern in today's digital landscape, as it can destroy or disable operating systems, steal sensitive user information, and occupy valuable disk space. 
However, current malware detection methods, such as static-based and dynamic-based approaches, struggle to identify newly developed (``zero-day") malware and are limited by customized virtual machine (VM) environments. 
To overcome these limitations, we propose a novel malware detection approach that leverages deep learning, mathematical techniques, and network science. 
Our approach focuses on static and dynamic analysis and utilizes the Low-Level Virtual Machine (LLVM) to profile applications within a complex network. The generated network topologies are input into the GraphSAGE architecture to efficiently distinguish between benign and malicious software applications, with the operation names denoted as node features.
Importantly, the GraphSAGE models analyze the network's topological geometry to make predictions, enabling them to detect state-of-the-art malware and prevent potential damage during execution in a VM.
To evaluate our approach, we conduct a study on a dataset comprising source code from 24,376 applications, specifically written in C/C++, sourced directly from widely-recognized malware and various types of benign software. The results show a high detection performance with an Area Under the Receiver Operating Characteristic Curve (AUROC) of 99.85\%. Our approach marks a substantial improvement in malware detection, providing a notably more accurate and efficient solution when compared to current state-of-the-art malware detection methods. The code is released at https://github.com/HantangZhang/MGN.
Additional file 2 of Robust sparse canonical correlation analysis
Creators: name: Wilms, Ines
name: Croux, Christophe
Publisher: name: Figshare
Year: 2016
Subjects: subject: Space Science
subject: Cell Biology
subject: Molecular Biology
subject: Physiology
subject: FOS: Biological sciences
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: 19999 Mathematical Sciences not elsewhere classified
subject: FOS: Mathematics
subject: Developmental Biology
subject: Computational Biology

description: Robust Sparse CCA algorithm. (PDF 150 kb)
ОСНОВНЫЕ СОСТАВЛЯЮЩИЕ ЗДОРОВОГО ОБРАЗА ЖИЗНИ
Creators: name: Уразбаева, Н.М.
Publisher: name: Zenodo
Year: 2024

description: В статье рассматриваются вопросы взаимосвязи здоровья человека и его жизнедеятельности, как непременным условием социальной активности и трудоспособности индивидуума, посредством которых и достигаются благополучие.
Neurepidosis simplex Jaschhof, 2024, sp. nov.
Creators: name: Jaschhof, Mathias
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Diptera
Cecidomyiidae
Neurepidosis
Neurepidosis simplex

description: Neurepidosis simplex sp. nov.
urn:lsid:zoobank.org:act: C9E9AACA-A13F-4A11-BDB2-686DB9BCB1C4
Fig. 13B‒C
Diagnosis
This new species of Neurepidosis is peculiar for the plain construction of male terminalia structures, such as the simply subtrapezoid ninth tergite and the unmodified subcylindrical gonostylus. The elongate tegmen, which is slightly constricted medially, has unusually robust lateral walls (↓ 1, Fig. 13B) and the aedeagal apodeme is unusually short and poorly sclerotized (↓ 2). Larvae and females of N. simplex sp. nov. are unknown.
Etymology
The specific epithet, the Latin adjective for ‘simple’, refers to the uncomplicated terminalia structures.
Type material
Holotype
GERMANY • ♂; Baden-Württemberg, Malsch, Luderbusch; 48°91′28″ N, 8°33′35″ E; elev. 111 m; 3‒10 May 2020; D. Doczkal and K. Grabow leg.; Malaise trap; willow scrub and reed; ZSM-DIP-42306-D03.
Paratypes
GERMANY • 1 ♂; same data as for the holotype but 12‒26 Apr. 2020; ZSM-DIP-42475-E03 • 1 ♂; same data as for preceding; ZSM-DIP-42475-E07 • 1 ♂; same data as for preceding; ZSM-DIP-42475-E09.
Other characters
Male
BODY LENGTH. 1.6 mm.
HEAD. Eye bridge devoid of ommatidia dorsally. Scape and pedicel concolorous with flagellum. 14 flagellomeres; circumfila with 2 long posterior extensions, present on flagellomeres 1‒11; neck of fourth flagellomere 1.2× as long as node (Fig. 13C). Palpus 4-segmented, shorter than head height.
WING. Longer than body. Length / width ratio 2.9.
LEGS. Acropods: claws with single large tooth basally, empodia vestigial.
TERMINALIA (Fig. 13B). Posterior margin of ninth tergite straight or slightly concave. Gonocoxal synsclerite broader than long; ventral setae large; ventral emargination deeply V-shaped, its base reinforced by sclerotized margin; dorsoposterior portions markedly protruding beyond ventroposterior portions. Gonostylus twice as long as high, slightly tapered apically. Tegmen strongly sclerotized, elongate, slightly constricted beyond midlength, apex broad, truncate. Aedeagal apodeme hardly discernible, about as long as gonocoxal dorsal apodemes.
description: Published as part of Jaschhof, Mathias, 2024, New taxa and new records of Winnertziinae and Porricondylinae (Diptera: Cecidomyiidae) from Germany, pp. 1-134 in European Journal of Taxonomy 953 on pages 58-59, DOI: 10.5852/ejt.2024.953.2649, http://zenodo.org/record/13749629
MultiWay-Adapter: Adapting Multimodal Large Language Models for scalable image-text retrieval
Creators: George Killick
Richard McCreadie
Gerardo Aragon Camarasa
Publisher: name: IEEE Signal Processing Society
Year: 2024

description: As Multimodal Large Language Models (MLLMs) grow in size, adapting them to specialized tasks becomes increasingly challenging due to high computational and memory demands. While efficient adaptation methods exist, in practice they suffer from shallow inter-modal alignment, which severely hurts model effectiveness. To tackle these challenges, we introduce the MultiWay-Adapter (MWA), which deepens inter-modal alignment, enabling high transferability with minimal tuning effort.
Additional file 4: Figure S4. of CXCR3 signaling in glial cells ameliorates experimental autoimmune encephalomyelitis by restraining the generation of a pro-Th17 cytokine milieu and reducing CNS-infiltrating Th17 cells
Creators: name: Chen-Yen Chung
name: Liao, Fang
Publisher: name: Figshare
Year: 2016
Subjects: subject: Medicine
subject: Microbiology
subject: FOS: Biological sciences
subject: Cell Biology
subject: Molecular Biology
subject: Neuroscience
subject: Immunology
subject: FOS: Clinical medicine
subject: Developmental Biology
subject: Cancer
subject: Hematology
subject: Computational Biology

description: The gating strategy of FACS analysis to identify proliferating Th17 cells shown in Fig.Â 5. Mononuclear cells were isolated from the spinal cord of MOG-immunized WT and CXCR3-/- recipient mice at day12 post-immunization and subjected to FACS analysis. Lymphocytes were gated according to forward and side scatter and then subsequently gated on CD4+ cells. CD4+ cells were further gated to analyze cell cycle phase distribution. The phases of the cell cycle of CD4 cells were indicated (G0/G1: BrdU- 7-AAD+; G2/M: BrdU- 7-AADhigh; S: BrdU+ 7-AADhigh; Apoptosis: BrdU- 7-AADlow). CD4+ cells in S phase were further gated to analyze IL-17+ cells (CD4+IL-17+, Th17). Data are representative of two independent experiments. (PDF 183 kb)
PENDANTSS: PEnalized Norm-Ratios Disentangling Additive Noise, Trend and Sparse Spikes
Creators: Paul Zheng; Emilie Chouzenoux; Laurent Duval
Publisher: name: IEEE Signal Processing Society
Year: 2024

description: Denoising, detrending, deconvolution: usual restoration tasks, traditionally decoupled. Coupled formulations entail complex ill-posed inverse problems. We propose PENDANTSS for joint trend removal and blind deconvolution of sparse peak-like signals. It blends a parsimonious prior with the hypothesis that smooth trend and noise can somewhat be separated by low-pass filtering. We combine the generalized quasi-norm ratio Smoothed One-Over-Two/Smoothed p-Over- q (SOOT/SPOQ) sparse penalties $l_p/l_q$ with the Baseline Estimation And Denoising with Sparsity (BEADS) ternary-assisted source separation algorithm. This results in a both convergent and efficient tool, with a novel Trust-Region block alternating variable metric forward-backward approach. It outperforms comparable methods, when applied to typically peaked analytical chemistry signals. Reproducible code is provided.
Paratetraneuromyia Spungis 1987
Creators: name: Jaschhof, Mathias
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Diptera
Cecidomyiidae
Paratetraneuromyia

description: Genus Paratetraneuromyia Spungis, 1987
Paratetraneuromyia comprises two subgroups, one in the Holarctic region with three species and another in New Zealand with two species (Gagné & Jaschhof 2021; Jaschhof & Jaschhof 2013, 2022). As shown here, the German fauna has two species of this genus.
description: Published as part of Jaschhof, Mathias, 2024, New taxa and new records of Winnertziinae and Porricondylinae (Diptera: Cecidomyiidae) from Germany, pp. 1-134 in European Journal of Taxonomy 953 on page 60, DOI: 10.5852/ejt.2024.953.2649, http://zenodo.org/record/13749629
Deporaus betulae
Creators: name: Barševskis, Arvīds
name: Cibuļskis, Raimonds
name: Shavrin, Alexey
name: Anichtchenko, Aleksandre
name: Valainis, Uldis
name: Balalaikins, Maksims
name: Vorobjova, Irina
name: Litvinceva, Jeļena
Publisher: name: Zenodo
Year: 2012
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Attelabidae
Deporaus
Deporaus betulae

description: 309. Deporaus betulae (Linnaeus, 1758)
– Daugavpils distr., Šedere, ‘ Straumēni’, 01.- 07.05.200 8., (1, M.Janovska leg.); Gulbene distr., Mežāres, Nature reserve ‘ Sitas un Pededzes paliene’, 05.06.201 2., (2, K.Aksjuta leg.); Preiļi distr., Jersika, ‘ Kurpnieki’, 01.- 10.05.2009., (2, A.Barševskis leg.); Ventspils distr., Moricsala strict nature reserve, Moricsala isl., 03.05.201 2., (1, A.Pankjāns leg.).
description: Published as part of Barševskis, Arvīds, Cibuļskis, Raimonds, Shavrin, Alexey, Anichtchenko, Aleksandre, Valainis, Uldis, Balalaikins, Maksims, Vorobjova, Irina & Litvinceva, Jeļena, 2012, Faunistic Records Of The Beetles (Hexapoda: Coleoptera) In Latvia. 4, pp. 85-117 in Acta Biologica Universitatis Daugavpiliensis 12 (4) on page 116, DOI: 10.5281/zenodo.12647104
Additional file 2 of Inferring intra-motif dependencies of DNA binding sites from ChIP-seq data
Creators: name: Eggeling, Ralf
name: Roos, Teemu
name: MyllymĂ¤Ki, Petri
name: Grosse, Ivo
Publisher: name: Figshare
Year: 2015
Subjects: subject: Biophysics
subject: Biochemistry
subject: 29999 Physical Sciences not elsewhere classified
subject: FOS: Physical sciences
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Developmental Biology
subject: Cancer
subject: 110309 Infectious Diseases
subject: FOS: Health sciences
subject: Plant Biology
subject: 60506 Virology
subject: Computational Biology

description: Average JSD values. The plot shows the JSD values of the de-mixing experiment for all 36 data sets that contain sequence motifs other than repeats. (PDF 4.95 kb)
Additional file 1: of How outcome prediction could affect patient decision making in knee replacements: a qualitative study
Creators: name: Barlow, Timothy
name: Scott, Patricia
name: Griffin, Damian
name: Realpe, Alba
Publisher: name: Figshare
Year: 2016
Subjects: subject: Medicine
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Pharmacology
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: Developmental Biology
subject: Science Policy
subject: Computational Biology

description: Outcome prediction report. An example of a fictitious outcome prediction report. (DOCX 1259 kb)
LEARNING FROM TAXONOMY: MULTI-LABEL FEW-SHOT CLASSIFICATION FOR EVERYDAY SOUND RECOGNITION
Publisher: name: IEEE Signal Processing Society
Year: 2024

description: Humans categorise and structure perceived acoustic signals into hierarchies of auditory objects. The semantics of these objects are thus informative in sound classification, especially in few-shot scenarios. However, existing works have only represented audio semantics as binary labels (e.g., whether a recording contains \textit{dog barking} or not), and thus failed to learn a more generic semantic relationship among labels. In this work, we introduce an ontology-aware framework to train multi-label few-shot audio networks with both relative and absolute relationships in an audio taxonomy. Specifically, we propose label-dependent prototypical networks (LaD-ProtoNet) to learn coarse-to-fine acoustic patterns by exploiting direct connections between parent and children classes of sound events. We also present a label smoothing method to take into account the taxonomic knowledge by taking into account absolute distance between two labels w.r.t the taxonomy. For evaluation in a real-world setting, we curate a new dataset, namely FSD-FS, based on the FSD50K dataset and compare the proposed methods and other few-shot classifiers using this dataset. Experiments demonstrate that the proposed method outperforms non-ontology-based methods on the FSD-FS dataset.
ПАРАДИГМА ОБРАЗОВАНИЯ НА ПРОТЯЖЕНИИ ВСЕЙ ЖИЗНИ КАК КОНЦЕПТ ИНФОРМАЦИОННОГО ОБЩЕСТВА
Creators: name: Халикова Мохира Кундибаевна
Publisher: name: Academic Scientific Research Group
Year: 2024

description: Данное исследование посвящено анализу базовых концептов современного общества, оценке ключевых тенденций социальной динамики, пониманию потребностей личности и организации системы образования, и на основе данных, определению парадигмальной стратегии “образования на протяжении всей жизни”.
ABOUT A RISK OF STUCK PİPE WHILE DRILLING
Creators: name: Gafar Ismayilov
name: Racu Valiyev
name: Amrah Gulubayli
Publisher: name: Reliability: Theory & Applications
Year: 2024
Subjects: drilling fluids
pressure gradient
visco-plastic
shear stress
stuck pipe

description: The experience of drilling oil and gas wells shows that one of the most common complications that occur in the drilling process is the stuck pipe. Scientists and drilling experts explain and prove the occurrence of such cases for various reasons. Indeed, these reasons are very different. Taking into account the new physical model of multiphase flow and rheological properties, the issue of evaluation of the mechanical particles (debris) as a result of the dislocation (movement) along the axis of the cylindrical flow because of the interaction of the phases in the drilling fluid as a factor causing compression and stuck pipe was considered in the article.
LEARNED ISTA WITH ERROR-BASED THRESHOLDING FOR ADAPTIVE SPARSE CODING
Creators: Ziang Li
Kailun Wu
Yiwen Guo
Changshui Zhang
Publisher: name: IEEE Signal Processing Society
Year: 2024

description: Drawing on theoretical insights, we advocate an error-based thresholding (EBT) mechanism for learned ISTA (LISTA), which utilizes a function of the layer-wise reconstruction error to suggest a specific threshold for each observation in the shrinkage function of each layer. We show that the proposed EBT mechanism well disentangles the learnable parameters in the shrinkage functions from the reconstruction errors, endowing the obtained models with improved adaptivity to possible data variations. With rigorous analyses, we further show that the proposed EBT also leads to a faster convergence on the basis of LISTA or its variants, in addition to its higher adaptivity. Extensive experimental results confirm our theoretical analyses and verify the effectiveness of our methods.
Porricondylini Kieffer 1913
Creators: name: Jaschhof, Mathias
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Diptera
Cecidomyiidae

description: Tribe Porricondylini Kieffer, 1913
Porricondylini is the largest tribe of the subfamily Porricondylinae both in terms of generic and specific diversity (Gagné & Jaschhof 2021). Of 35 genera found in Europe, 15 were previously known to occur in Germany (Jaschhof & Jaschhof 2021b). A further 15 genera, including a new genus named Wohllebenia gen. nov., are reported here as new additions to the German fauna. Only a few small genera now remain undetected in Germany, notably Dendrepidosis Mamaev, 1990, Glossostyles Jaschhof & Sikora, 2017, and Jamalepidosis Mamaev, 1990. The fact that these genera occur in Sweden (Jaschhof & Jaschhof 2013, 2020a) gives reason to expect their presence in Germany too.
description: Published as part of Jaschhof, Mathias, 2024, New taxa and new records of Winnertziinae and Porricondylinae (Diptera: Cecidomyiidae) from Germany, pp. 1-134 in European Journal of Taxonomy 953 on page 60, DOI: 10.5852/ejt.2024.953.2649, http://zenodo.org/record/13749629
ADAPTATION OF THE HOUSING AND UTILITIES SECTOR OF BELARUS TO CLIMATE CHANGE
Creators: name: Hertman, Lubov
Publisher: name: Reliability: Theory & Applications
Year: 2024
Subjects: housing and utilities sector of Belarus
climate change
adaptation measures

description: The article is devoted to assessment of impact of climate change on activity of housing and communal services sector in the Republic of Belarus. Assessment of climate change impact, risks and opportunities of housing and communal services sector was carried out on the basis of qualitative and quantitative analysis of sectoral «impact chains». Climate change impact assessments were carried out for water supply and sanitation (sewerage), rainwater sanitation. Heat waves, intense heat, droughts will have a significant negative impact. Warming in winter will have a positive impact on wastewater treatment. Based on the findings, a strategy for adapting the housing and utilities sector to climate change is currently being developed.
Additional file 5: Figure S5. of CXCR3 signaling in glial cells ameliorates experimental autoimmune encephalomyelitis by restraining the generation of a pro-Th17 cytokine milieu and reducing CNS-infiltrating Th17 cells
Creators: name: Chen-Yen Chung
name: Liao, Fang
Publisher: name: Figshare
Year: 2016
Subjects: subject: Biochemistry
subject: Medicine
subject: Microbiology
subject: FOS: Biological sciences
subject: Cell Biology
subject: Molecular Biology
subject: Neuroscience
subject: Physiology
subject: Immunology
subject: FOS: Clinical medicine
subject: Developmental Biology
subject: Cancer
subject: Hematology
subject: 110309 Infectious Diseases
subject: FOS: Health sciences
subject: 60506 Virology

description: Isotype control antibody for anti-CXCR3 in Fig.Â 9. Frozen sections were subjected to immunofluorescence staining as describe in Fig. 9 except that anti-CXCR3 was replaced with isotype control antibody. a Astrocytes were marked as GFAP+ cells. b Microglia were marked as Iba1+ cells. GFAP: red, Iba1: red, isotype control antibody for anti-CXCR3: green, DAPI: blue. (PDF 981 kb)
Learning a Low-Rank Feature Representation: Achieving Better Trade-Off Between Stability and Plasticity in Continual Learning
Creators: Zhenrong Liu
Yang Li
Yi Gong
Yik-Chung Wu
Publisher: name: IEEE Signal Processing Society
Year: 2024

description: In continual learning, networks confront a trade-off between stability and plasticity when trained on a sequence of tasks. To bolster plasticity without sacrificing stability, we propose a novel training algorithm called LRFR. This approach optimizes network parameters in the null space of the past tasks’ feature representation matrix to guarantee the stability. Concurrently, we judiciously select only a subset of neurons in each layer of the network while training individual tasks to learn the past tasks’ feature representation matrix in low-rank. This increases the null space dimension when designing network parameters for subsequent tasks, thereby enhancing the plasticity. Using CIFAR-100 and TinyImageNet as benchmark datasets for continual learning, the proposed approach consistently outperforms state-of-the-art methods.
Additional file 3: of How outcome prediction could affect patient decision making in knee replacements: a qualitative study
Creators: name: Barlow, Timothy
name: Scott, Patricia
name: Griffin, Damian
name: Realpe, Alba
Publisher: name: Figshare
Year: 2016
Subjects: subject: Medicine
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Developmental Biology
subject: Science Policy

description: Interview group guide. (DOCX 23 kb)
Additional file 2: of Measuring patients’ priorities using the Analytic Hierarchy Process in comparison with Best-Worst-Scaling and rating cards: methodological aspects and ranking tasks
Creators: name: Schmidt, Katharina
name: Babac, Ana
name: Pauer, Frédéric
name: Damm, Kathrin
name: J-Matthias Von Der Schulenburg
Publisher: name: Figshare
Year: 2016
Subjects: subject: Biochemistry
subject: Genetics
subject: FOS: Biological sciences
subject: Science Policy
subject: 110309 Infectious Diseases
subject: FOS: Health sciences

description: Aggregation level and different means. (DOCX 13 kb)
Thelypteris palustris Schott
Creators: name: Konrad Lauber
name: Gerhart Wagner
name: Andreas Gygax
Publisher: name: Haupt Verlag
Year: 2018
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Polypodiopsida
Polypodiales
Thelypteridaceae
Thelypteris
Thelypteris palustris

description: Thelypteris palustris Schott
Artbeschreibung: Blätter 30-100 cm lang, verteilt stehend, Stiel 0,5-2x so lang wie die Spreite. Diese lanzettlich, einfach gefiedert, mit fiederspaltigen Abschnitten, nach unten kaum verschmälert, unterseits nur in der Jugend drüsig. Sori etwa in der Mitte zwischen Mittelnerv und Rand der Fiederchen, deren Rand nach unten gebogen. Kleiner, früh abfallender Schleier.
Blütezeit: 7-9
Standort und Verbreitung in der Schweiz: Sümpfe, Moore, Erlenbrüche / kollin-montan(-subalpin) / M, seltener A und J
Verbreitung global: Eurasiatisch-nordamerikanisch
Ökologische Zeigerwerte nach Landolt & al. (2010)
BodenfaktorenKlimafaktorenSalztoleranzFeuchtezahl F--Lichtzahl L--Salzzeichen--Reaktionszahl R--Temperaturzahl T--Nährstoffzahl N--Kontinentalitätszahl K--
Volksname Deutscher Name: Sumpffarn Nom français: Fougère des marais Nome italiano: Felce palustre
description: Published as part of Konrad Lauber, Gerhart Wagner & Andreas Gygax, 2018, Flora Helvetica - Thelypteridaceae, pp. 76 in Flora Helvetica, Bern :Haupt Verlag on page 76
Bryocrypta Kieffer 1896
Creators: name: Jaschhof, Mathias
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Diptera
Cecidomyiidae
Bryocrypta

description: Genus Bryocrypta Kieffer, 1896
Bryocrypta had previously five species in Europe, of which four were taxonomically revised in recent years (Jaschhof & Jaschhof 2013, 2020a). The fifth species, B. vesiculosa Kieffer, 1913, was described from larvae collected on a single occasion in France and not found again since (Gagné & Jaschhof 2021). The present project identified a new species of this genus, which is described below. Apart from this, the German fauna contains two other Bryocrypta, of which one was reported earlier (Jaschhof & Jaschhof 2021b), and the other is documented here.
description: Published as part of Jaschhof, Mathias, 2024, New taxa and new records of Winnertziinae and Porricondylinae (Diptera: Cecidomyiidae) from Germany, pp. 1-134 in European Journal of Taxonomy 953 on page 61, DOI: 10.5852/ejt.2024.953.2649, http://zenodo.org/record/13749629
ADAPTIVE EDUCATIONAL TECHNOLOGIES FOR THE FORMATION OF ENVIRONMENTAL AWARENESS
Creators: name: Botsieva, Nino
name: Llliy Semenova
name: Khabekirova, Zarema
name: Dzodzikova, Fatima
Publisher: name: Reliability: Theory & Applications
Year: 2024
Subjects: adaptive learning technologies
environmental awareness
sustainable development
artificial intelligence in education
intelligent tutoring systems

description: In the context of growing environmental challenges and the need for sustainable development, the formation of environmental awareness in students is becoming an important aspect of education. Adaptive educational technologies based on the use of artificial intelligence and data analysis offer a personalized approach to learning that can significantly increase awareness of environmental issues and sustainable development. This paper examines various aspects of the introduction of adaptive educational technologies into the educational process in order to form environmental awareness. The study examines adaptive learning methods such as intelligent learning systems, mobile applications and online platforms that can adapt to the individual needs and levels of students. These technologies allow for the creation of personalized educational trajectories that take into account the interests and previous experience of students. In addition, the work analyzes the effectiveness of adaptive technologies in the context of developing critical thinking, problem-solving skills and the formation of sustainable behavior among students. It is expected that the use of such technologies will contribute not only to increasing the level of knowledge about ecology, but also to the development of an active civic position, readiness to act in defense of the environment. The results of the study may be useful for educational institutions developing new educational programs, as well as for educational technology developers seeking to integrate sustainability principles into their products.
Additional file 6: Table S1. of CXCR3 signaling in glial cells ameliorates experimental autoimmune encephalomyelitis by restraining the generation of a pro-Th17 cytokine milieu and reducing CNS-infiltrating Th17 cells
Creators: name: Chen-Yen Chung
name: Liao, Fang
Publisher: name: Figshare
Year: 2016
Subjects: subject: Medicine
subject: Microbiology
subject: FOS: Biological sciences
subject: Cell Biology
subject: Genetics
subject: Molecular Biology
subject: Immunology
subject: FOS: Clinical medicine
subject: 69999 Biological Sciences not elsewhere classified
subject: Developmental Biology
subject: Cancer
subject: 110309 Infectious Diseases
subject: FOS: Health sciences
subject: 60506 Virology

description: The effect of CXCR3 in various studies. (DOCX 17 kb)
MLPs Compass: What is Learned When MLPs are Combined with PLMs?
Creators: Li Zhou
Wenyu Chen
Yong Cao
Dingyi Zeng
Wanlong Liu
Hong Qu
Publisher: name: IEEE Signal Processing Society
Year: 2024

description: While Transformer-based pre-trained language models and their variants exhibit strong semantic representation capabilities, the question of comprehending the information gain derived from the additional components of PLMs remains an open question in this field. Motivated by recent efforts that prove Multilayer-Perceptrons (MLPs) modules achieving robust structural capture capabilities, even outperforming Graph Neural Networks (GNNs), this paper aims to quantify whether simple MLPs can further enhance the already potent ability of PLMs to capture linguistic information. Specifically, we design a simple yet effective probing framework containing MLPs components based on BERT structure and conduct extensive experiments encompassing 10 probing tasks spanning three distinct linguistic levels. The experimental results demonstrate that MLPs can indeed enhance the comprehension of linguistic structure by PLMs. Our research provides interpretable and valuable insights into crafting variations of PLMs utilizing MLPs for tasks that emphasize diverse linguistic structures.
Otiorhynchus scaber
Creators: name: Barševskis, Arvīds
name: Cibuļskis, Raimonds
name: Shavrin, Alexey
name: Anichtchenko, Aleksandre
name: Valainis, Uldis
name: Balalaikins, Maksims
name: Vorobjova, Irina
name: Litvinceva, Jeļena
Publisher: name: Zenodo
Year: 2012
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Curculionidae
Otiorhynchus
Otiorhynchus scaber

description: 311. Otiorhynchus scaber (Linnaeus, 1758) –
Jersika, forest clearing, Windows traps, 10.201 0., (1, M.Balalaikins leg.).
description: Published as part of Barševskis, Arvīds, Cibuļskis, Raimonds, Shavrin, Alexey, Anichtchenko, Aleksandre, Valainis, Uldis, Balalaikins, Maksims, Vorobjova, Irina & Litvinceva, Jeļena, 2012, Faunistic Records Of The Beetles (Hexapoda: Coleoptera) In Latvia. 4, pp. 85-117 in Acta Biologica Universitatis Daugavpiliensis 12 (4) on page 116, DOI: 10.5281/zenodo.12647104
MOESM4 of Key role of lipid management in nitrogen and aroma metabolism in an evolved wine yeast strain
Creators: name: StĂŠphanie Rollero
name: Jean-Roch Mouret
name: Sanchez, Isabelle
name: Camarasa, Carole
name: Ortiz-Julien, Anne
name: Sablayrolles, Jean-Marie
name: Dequin, Sylvie
Publisher: name: Figshare
Year: 2016
Subjects: subject: Biochemistry
subject: Microbiology
subject: FOS: Biological sciences
subject: Genetics
subject: Molecular Biology
subject: Evolutionary Biology
subject: 59999 Environmental Sciences not elsewhere classified
subject: FOS: Earth and related environmental sciences
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: Ecology
subject: 69999 Biological Sciences not elsewhere classified
subject: 110309 Infectious Diseases
subject: FOS: Health sciences
subject: Computational Biology

description: Additional file 4. Genes differentially expressed between the two sampling times for Affinityâ ˘ ECA5.
A HYBRID FORECASTING MODEL BUILDING STRATEGY
Creators: name: Aliyev, Vugar
name: Pkhovelishvili, Merab
name: Archvadze, Natela
Publisher: name: Reliability: Theory & Applications
Year: 2024
Subjects: classification of forecasting models
intersection and combination of forecasting models
necessary
sufficient
unnecessary
and insufficient forecasting models

description: The article discusses the classification of existing models for predicting given events according to the statistics of all their forecasts and an algorithm for using the intersection or combination of sets of forecasts projections with other models to find the best pairs. The following terms were introduced: “necessary”, “sufficient”, “unnecessary” and “insufficient” forecasting models. This is discussed…this is discussed in the earthquake forecasting examples, and insufficient similarly be used to predict other events. We explained what “necessary” and “sufficient” models are. For “unnecessary” models, an algorithm is given for how to choose a hybrid model the intersection of two or more models that together give a forecast with a higher probability. We also discussed “sufficient” models and an algorithm for selecting such “sufficient” models, the combination of which completely covers all past events, that is, the combination of such “sufficient” models becomes “necessary”. Discusses how one can obtain a "sufficient" or "nearly sufficient" forecasting model by combining "necessary" models, and by combining "sufficient" models to obtain a "necessary" or “almost necessary” models. Also unnecessary models is discussed. In our earlier work, these models were not taken into account; such models were removed from the model database. Similarly, when considering “sufficient” models, if the forecast of the occurrence of an event is specified redundantly, such a model can be excluded from the set of “sufficient” models. From “sufficient” models we obtain the “necessary” model, which will be both “sufficient” and “necessary” at the same time. In addition, we combine enough models to get the “necessary” model. All of this uses forecast statistics to strategically select a hybrid model.
ANALYSING THE FUNCTIONALITY OF OIL WELL REHABILITATION EQUIPMENT FROM A SAFETY AND ENVIRONMENTAL PERSPECTIVE
Creators: name: Javahir Gasimova
name: Rafiqa Shahmarova
name: Musavi, Saida
Publisher: name: Reliability: Theory & Applications
Year: 2024
Subjects: acid mudding
hydraulic fracturing
milling tools
trapping tools
plugging tools
reiber

description: One of the main directions of environmental protection and pollution prevention is the improvement of technological processes. The drilling of deep oil and gas wells is a very complex technological process, the violation of which can lead to various emergencies that pollute the environment. Therefore, well rehabilitation is becoming an increasingly important aspect of ensuring the sustainability and efficiency of the production process. This paper analyses the performance of equipment used in oil well rehabilitation. For this purpose, a classification of accidents in production and drilling wells is presented and a qualitative evaluation of the main oil well rehabilitation methods and the equipment used in this process (milling, capture, flushing tools and raisers) is carried out in order to determine their advantages and disadvantages.
Polydrusus pilosus Gredler 1866
Creators: name: Barševskis, Arvīds
name: Cibuļskis, Raimonds
name: Shavrin, Alexey
name: Anichtchenko, Aleksandre
name: Valainis, Uldis
name: Balalaikins, Maksims
name: Vorobjova, Irina
name: Litvinceva, Jeļena
Publisher: name: Zenodo
Year: 2012
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Curculionidae
Polydrusus
Polydrusus pilosus

description: 312. Polydrusus pilosus Gredler, 1866 –
Šlītere, ‘Zilie kalni’ hills, Slītere National Park, 11.06.200 5., (1, A.Barševskis leg.).
description: Published as part of Barševskis, Arvīds, Cibuļskis, Raimonds, Shavrin, Alexey, Anichtchenko, Aleksandre, Valainis, Uldis, Balalaikins, Maksims, Vorobjova, Irina & Litvinceva, Jeļena, 2012, Faunistic Records Of The Beetles (Hexapoda: Coleoptera) In Latvia. 4, pp. 85-117 in Acta Biologica Universitatis Daugavpiliensis 12 (4) on page 116, DOI: 10.5281/zenodo.12647104
Additional file 1: Figure S1. of CXCR3 signaling in glial cells ameliorates experimental autoimmune encephalomyelitis by restraining the generation of a pro-Th17 cytokine milieu and reducing CNS-infiltrating Th17 cells
Creators: name: Chen-Yen Chung
name: Liao, Fang
Publisher: name: Figshare
Year: 2016
Subjects: subject: Biochemistry
subject: Medicine
subject: Microbiology
subject: FOS: Biological sciences
subject: Cell Biology
subject: Molecular Biology
subject: Neuroscience
subject: Physiology
subject: Pharmacology
subject: Immunology
subject: FOS: Clinical medicine
subject: Developmental Biology
subject: Cancer
subject: 110309 Infectious Diseases
subject: FOS: Health sciences
subject: 60506 Virology

description: CXCR3-/- mice have increased mononuclear cells infiltrating in the spinal cord as compared with WT mice. The consecutive sections of the spinal cord (L1) were isolated from MOG-immunized WT and CXCR3-/- (KO) mice at peak of disease (day 15). LFB staining was performed for detecting demyelinating. The consecutive sections of WT1 to WT12 and KO1 to KO12 were cut rostrally after the sections shown in Fig. 1b. Mononuclear cells infiltrating in white matter were shown as cresyl violet positive cells (purple, original magnification Ă  100). (PDF 1986 kb)
Bryocrypta indubitata Mamaev 1964
Creators: name: Jaschhof, Mathias
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Diptera
Cecidomyiidae
Bryocrypta
Bryocrypta indubitata

description: Bryocrypta indubitata Mamaev, 1964
Morphological identification
Jaschhof & Jaschhof (2013).
Material examined
GERMANY ‒ Bavaria • 1 ♂; Upper Palatinate, Bodenwöhrer Forst; 49°26′87″ N, 12°35′25″ E; elev. 390 m; 7‒29 Aug. 2016; D. Doczkal and J. Voith leg.; Malaise trap; sandy edge of pine forest; ZSM-DIP-42304-G02 • 1 ♂; same data as for preceding; ZSM-DIP-42304-G03 • 1 ♂; same data as for preceding; ZSM-DIP-42304-G04.
Distribution
Germany (new record); widespread in Europe, South Korea (Gagné & Jaschhof 2021).
description: Published as part of Jaschhof, Mathias, 2024, New taxa and new records of Winnertziinae and Porricondylinae (Diptera: Cecidomyiidae) from Germany, pp. 1-134 in European Journal of Taxonomy 953 on page 61, DOI: 10.5852/ejt.2024.953.2649, http://zenodo.org/record/13749629
Training Generative Adversarial Network-Based Vocoder with Limited Data Using Augmentation-Conditional Discriminator
Creators: Takuhiro Kaneko
Hirokazu Kameoka
Kou Tanaka
Publisher: name: IEEE Signal Processing Society
Year: 2024

description: A generative adversarial network (GAN)-based vocoder trained with an adversarial discriminator is commonly used for speech synthesis because of its fast, lightweight, and high-quality characteristics. However, this data-driven model requires a large amount of training data incurring high data-collection costs. This fact motivates us to train a GAN-based vocoder on limited data. A promising solution is to augment the training data to avoid overfitting. However, a standard discriminator is unconditional and insensitive to distributional changes caused by data augmentation. Thus, augmented speech (which can be extraordinary) may be considered real speech. To address this issue, we propose an augmentation-conditional discriminator (AugCondD) that receives the augmentation state as input in addition to speech, thereby assessing input speech according to augmentation state, without inhibiting the learning of the original non-augmented distribution. Experimental results indicate that AugCondD improves speech quality under limited data conditions while achieving comparable speech quality under sufficient data conditions. Audio samples are available at https://www.kecl.ntt.co.jp/people/kaneko.takuhiro/projects/augcondd/.