cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
Additional file 3: of Network reconstruction of the mouse secretory pathway applied on CHO cell transcriptome data
Creators: name: Lund, Anne
name: Kaas, Christian
name: Brandl, Julian
name: Pedersen, Lasse
name: Kildegaard, Helene
name: Kristensen, Claus
name: Andersen, Mikael
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biochemistry
subject: Cell Biology
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: Developmental Biology
subject: Cancer
subject: Hematology
subject: 110309 Infectious Diseases
subject: FOS: Health sciences

description: Figure S1.Â Characterization of the RNA-Seq data set. Figure S2. Hierarchical cluster analysis with average-linkage of CHO cells expression levels. Figure S3. Expression profiles in CHO cells. (DOCX 751 kb)
Distance Based Korean WordNet(alias. KorLex) Embedding Model
Creators: name: Park, SeongReol
name: Shin, JoongMin
name: Cho, Sanghyun
name: Kwon, Hyuk-Chul
name: Lee, Jung-Hun
Publisher: name: Taylor & Francis
Year: 2024
Subjects: subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Information Systems not elsewhere classified
subject: Cancer
subject: Science Policy

description: The objective of this study was to create graph embedding vectors using Korean WordNet (KorLex) and apply them to neural network word-embedding models. Semantic knowledge, especially lexical semantic knowledge in a language, can be represented by word-embedding vectors or graph structures of lexical databases, such as WordNet. Both representations capture common semantics; however, some semantic knowledge is only captured in a specific way or not at all. In a previous study, Path2vec mapped WordNet graphs to graph-embedding vectors using similarity scores between two words. In this study, we propose two main approaches. First, we mapped the knowledge in the Korean lexical database KorLex onto graph-embedding vectors. We then applied these embedding vectors to deep neural network word embeddings to capture additional semantic knowledge in the Korean language. On a custom test set, the proposed approach improved performance by capturing additional semantic knowledge in similarity and analogy analyses. We plan to apply a variant of this to other deep neural embedding models.
Additional file 3: of IRFinder: assessing the impact of intron retention on mammalian gene expression
Creators: name: Middleton, Robert
name: Dadi Gao
name: Thomas, Aubin
name: Singh, Babita
name: Au, Amy
name: Wong, Justin
name: Bomane, Alexandra
name: Cosson, Bertrand
name: Eyras, Eduardo
name: Rasko, John
name: Ritchie, William
Publisher: name: Figshare
Year: 2017
Subjects: subject: Genetics
subject: FOS: Biological sciences
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: 69999 Biological Sciences not elsewhere classified
subject: Developmental Biology
subject: Science Policy
subject: 110309 Infectious Diseases
subject: FOS: Health sciences
subject: Plant Biology

description: Intra- and intergeneic proximity of IR events between each other. (DOCX 60Â kb)
Steatoda americana
Creators: name: Lopardo, Lara
name: Hormiga, Gustavo
Publisher: name: Zenodo
Year: 2015
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Arachnida
Araneae
Theridiidae
Steatoda
Steatoda americana

description: Steatoda americana
USA: West Virginia, Berkeley County, Sleepy Creek Hunt & Fish Area, 6–13.VI.1986, Third hill Mtn. Oak-Pine Forest. P.J. Martinat unbaited pitfall trap 4 NEW N.E., 4♂ (USNM, composite); pitfall trap 5 NEW N.W., ♀ (USNM, composite).
description: Published as part of Lopardo, Lara & Hormiga, Gustavo, 2015, Out of the twilight zone: phylogeny and evolutionary morphology of the orb-weaving spider family Mysmenidae, with a focus on spinneret spigot morphology in symphytognathoids (Araneae, Araneoidea), pp. 527-786 in Zoological Journal of the Linnean Society 173 (3) on page 734, DOI: 10.1111/zoj.12199, http://zenodo.org/record/5331625
Chelifer excentricus Holmberg 1874
Creators: name: Mahnert, Volker
name: Iorio, Osvaldo Di
name: Turienzo, Paola
name: Porta, Andres
Publisher: name: Zenodo
Year: 2011
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Arachnida
Pseudoscorpiones
Cheliferidae
Chelifer
Chelifer excentricus

description: Chelifer excentricus Holmberg, 1874
“À la quinta de mon père” (= type locality: Buenos Aires City), “sous l’ecorce d’un Ombú (Pircunia dioica)” = Phytolacca dioica (Holmberg 1874).
Note 1. The homestead of the Holmberg family was situated in the city of Buenos Aires, in the Avenue Santa Fe, between Canning (at the north) and Alvarez (at the south), towards Avenue Las Heras (at the east) (Holmberg 1952; Del Pino 1995). Thus, the type locality of Chelifer excentricus may be referred as “Buenos Aires City”.
Note 2. Balzan (1888b, 1890) was unable to recognize the species concerned by this name.
Note 3. The Holmberg collection is now lost. After Eduardo Holmberg (1852–1937) died, his family closed his working room for thirty years. In the early sixties a relative (probably his son, Luis Holmberg, 1888–1986) donated all the entomological boxes to the Museum (Buenos Aires), but pins, labels and “mountains of powder inside the boxes were the unique remains of the collections”; no slides or fluid-preserved material were included (A. Bachmann, pers.comm., 30.VI.2009).
description: Published as part of Mahnert, Volker, Iorio, Osvaldo Di, Turienzo, Paola & Porta, Andres, 2011, Pseudoscorpions (Arachnida) from Argentina. New records of distributions and habitats, corrections and an identification key, pp. 1-30 in Zootaxa 2881 on page 24, DOI: 10.5281/zenodo.205780
Towards Explainable Machine Learning for Prediction of Disease Progression
Creators: name: Berendse, Stijn
name: Krabbe, Johannes
name: Klaus, Jonas
name: Ahmed, Faizan
Publisher: name: Taylor & Francis
Year: 2024
Subjects: subject: Genetics
subject: FOS: Biological sciences
subject: Biological Sciences not elsewhere classified
subject: Information Systems not elsewhere classified
subject: Mathematical Sciences not elsewhere classified
subject: Science Policy

description: This research focuses on addressing the challenges surrounding interpretability of machine learning techniques in the field of prediction of disease progression. This paper summarizes the state-of-the-art in machine learning for disease progression modeling and challenges related to this context. Based on this state-of-the-art, we design and develop a pipeline consisting of data preparation, prediction, and explanation. Predictions are made using a deep recurrent neural network-based model which is followed by an integration of the LIME framework to provide explanations for each prediction. We demonstrate our pipeline by applying it to two diverse case studies on diabetes and Parkinson’s disease. Besides this, we compare the influence of three data imputation methods on predictive performance. Results of the comparison show that there is no statistically significant difference in performance due to different data imputation techniques. Furthermore, we provide a number of concrete recommendations and directions for future research, such as improving input flexibility of the prediction model and improving the visualization of generated explanations. Based on the results of this research, we conclude that the proposed pipeline achieves the goal of integrating a state-of-the-art prediction model and the LIME framework to make prediction of disease progression more transparent and interpretable.
MOESM4 of Comprehensive identification of sphingolipid species by in silico retention time and tandem mass spectral library
Creators: name: Tsugawa, Hiroshi
name: Ikeda, Kazutaka
name: Tanaka, Wataru
name: Senoo, Yuya
name: Arita, Makoto
name: Arita, Masanori
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biochemistry
subject: Medicine
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: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences

description: Additional file 5. FigureÂ S4. Details of hierarchical clustering analysis in Fig.Â 5c.
Mental Health Prevention in Private/National Universities (PKMPTS/PTN) in Central Java, Indonesia
Creators: name: Nasir, Ardiansyah
Publisher: name: Zenodo
Year: 2024

description: Adolescents-adults can experience depression, bipolar disorder, anxiety, Post-Traumatic Stress Disorder (PTSD), Obsessive Compulsive Disorder (OCD), Mental Emotional Disorder (GME), and psychosis. (OCD), Mental Emotional Disorder (GME), and psychosis. According to current data current data, within the last twelve months, approximately 15.5 million adolescents experienced a mental health disorders. In addition, there were 663 suicides that occurred in Indonesia. Hence, the figure increased by 36.4% compared to the same period in 2021 (486 cases), due to the fact that suicides are also known as unsuicides. that suicides, also known as the inability to manage mental mental management, are prevalent amongst adolescents-adults and most of the of these cases are from university students.

Demographically, the number of mental illnesses that occur in Indonesia includes in the 10 Provinces with the highest number of suicides in the period of January to October 2023. The Indonesian National Police (Polri) recorded at least 741 suicides that occurred in different places and times, most of which occurred in homes and neighbourhoods. different places and times, most of which occurred in homes and neighbourhoods. So the data is divided as follows:1. Central Java: 356 cases2. East Java: 184 cases3. Bali: 94 cases4. West Java : 60 cases5. D.I Yogyakarta : 48 cases6. North Sumatra : 41 cases7. Lampung: 27 cases8. West Sumatra: 26 cases9. Bengkulu: 26 cases10. North Sulawesi: 18 cases
Theridiosoma gemmosum
Creators: name: Lopardo, Lara
name: Hormiga, Gustavo
Publisher: name: Zenodo
Year: 2015
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Arachnida
Araneae
Theridiosomatidae
Theridiosoma
Theridiosoma gemmosum

description: Theridiosoma gemmosum
USA: District of Columbia, near Rock Creek Park, 18.v.2007, Lopardo, Dimitrov, Álvarez-Padilla, ♀ (GWU, several specimens), ♀ (SEM), ♀ (composite).
description: Published as part of Lopardo, Lara & Hormiga, Gustavo, 2015, Out of the twilight zone: phylogeny and evolutionary morphology of the orb-weaving spider family Mysmenidae, with a focus on spinneret spigot morphology in symphytognathoids (Araneae, Araneoidea), pp. 527-786 in Zoological Journal of the Linnean Society 173 (3) on page 734, DOI: 10.1111/zoj.12199, http://zenodo.org/record/5331625
ХОМИЛАДОРЛИК ДАВРИДА АЁЛНИ ТИШ ЭМАЛЛАРИНИНГ ДЕМИНЕРАЛИЗАЦИЯ ВА РЕМИНЕРАЛИЗАЦИСИ
Creators: name: Олимбаев, Б.О.
name: Саидғаниев, Ю.С.
Publisher: name: Zenodo
Year: 2025

description: Хомиладорлик пайти ва ундан кейинги босқичларда кўплаб аёлларимиз оғиз бошлиқлиқида кўплаб муамоларга дуч келишади шуларни олдини олиш мақсадида хомиладор аёллар орасида тадқиқот ўтказилди тадқиқот мақсади аёлларнинг тишларида реминерализацияни кучайтириш хамда тиш эмал қаватини деминерализацияга учраш олдини олиш.
Chelifer timidus Holmberg 1876
Creators: name: Mahnert, Volker
name: Iorio, Osvaldo Di
name: Turienzo, Paola
name: Porta, Andres
Publisher: name: Zenodo
Year: 2011
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Arachnida
Pseudoscorpiones
Cheliferidae
Chelifer
Chelifer timidus

description: Chelifer timidus Holmberg, 1876
ARGENTINA (type locality) (Holmberg 1876).
description: Published as part of Mahnert, Volker, Iorio, Osvaldo Di, Turienzo, Paola & Porta, Andres, 2011, Pseudoscorpions (Arachnida) from Argentina. New records of distributions and habitats, corrections and an identification key, pp. 1-30 in Zootaxa 2881 on page 25, DOI: 10.5281/zenodo.205780
Coddingtonia euryopoides
Creators: name: Lopardo, Lara
name: Hormiga, Gustavo
Publisher: name: Zenodo
Year: 2015
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Arachnida
Araneae
Theridiosomatidae
Coddingtonia
Coddingtonia euryopoides

description: Coddingtonia euryopoides
Thailand: Chiang Mai Prov., Doi Inthanon NP, cloud forest, Kew Mae Pan Nature trail, N 18°33′19.9″; E 98°28′56.4″, 2170 m, 4–5.X.2003, ATOL Expedition 2003, 5♀ ♂ (USNM, ♂ ♀ SEM, ♀ composite); 2sub ♂ (USNM, 95% ethanol, LLS-043, sub ♂ sequenced); 1 ha. inventory, ca. 500 m from checkpoint at intersect. rd. summit/Mae Chaem, wet primary forest, N 18°31′47.9″; E 98°30′9.0″, ca. 1800 m, 6–7.X.2003, ATOL Expedition 2003, ♀ (USNM, 95% ethanol, LLS-052, ♀ genitalic drawing, ♀ sequenced).
description: Published as part of Lopardo, Lara & Hormiga, Gustavo, 2015, Out of the twilight zone: phylogeny and evolutionary morphology of the orb-weaving spider family Mysmenidae, with a focus on spinneret spigot morphology in symphytognathoids (Araneae, Araneoidea), pp. 527-786 in Zoological Journal of the Linnean Society 173 (3) on page 734, DOI: 10.1111/zoj.12199, http://zenodo.org/record/5331625
Additional file 3: of Network reconstruction of the mouse secretory pathway applied on CHO cell transcriptome data
Creators: name: Lund, Anne
name: Kaas, Christian
name: Brandl, Julian
name: Pedersen, Lasse
name: Kildegaard, Helene
name: Kristensen, Claus
name: Andersen, Mikael
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biochemistry
subject: Cell Biology
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: Developmental Biology
subject: Cancer
subject: Hematology
subject: Infectious Diseases
subject: FOS: Health sciences

description: Figure S1.Â Characterization of the RNA-Seq data set. Figure S2. Hierarchical cluster analysis with average-linkage of CHO cells expression levels. Figure S3. Expression profiles in CHO cells. (DOCX 751 kb)
Additional file 1: Table S1. of Evaluation of sublingual microcirculation in a paediatric intensive care unit: prospective observational study about its feasibility and utility
Creators: name: González, Rafael
name: López, Jorge
name: Urbano, Javier
name: Solana, María
name: Fernández, Sarah
name: Santiago, María
name: López-Herce, Jesús
Publisher: name: Figshare
Year: 2017
Subjects: subject: Space Science
subject: Cell Biology
subject: Biotechnology
subject: 59999 Environmental Sciences not elsewhere classified
subject: FOS: Earth and related environmental sciences
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

description: Clinical and analytical parameters. (DOCX 78 kb)
Sphecidae Latreille 1802
Creators: name: Gadallah, Neveen S.
Publisher: name: Zenodo
Year: 2020
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Sphecidae

description: Sphecidae sp.
Distribution in the Arabian Peninsula: United Arab Emirates (Howarth & Gillett 2008).
Remarks: This entry involves a species which may be the same as a named species appearing below.
description: Published as part of Gadallah, Neveen S., 2020, Biodiversity of the aculeate wasps (Hymenoptera: Aculeata) of the Arabian Peninsula: Apoidea (Spheciformes), Sphecidae (sensu stricto), pp. 77-90 in Zootaxa 4754 (1) on page 78, DOI: 10.11646/zootaxa.4754.1.8, http://zenodo.org/record/3719055
Additional file 3: of IRFinder: assessing the impact of intron retention on mammalian gene expression
Creators: name: Middleton, Robert
name: Dadi Gao
name: Thomas, Aubin
name: Singh, Babita
name: Au, Amy
name: Wong, Justin
name: Bomane, Alexandra
name: Cosson, Bertrand
name: Eyras, Eduardo
name: Rasko, John
name: Ritchie, William
Publisher: name: Figshare
Year: 2017
Subjects: subject: Genetics
subject: FOS: Biological sciences
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: 69999 Biological Sciences not elsewhere classified
subject: Developmental Biology
subject: Science Policy
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Plant Biology

description: Intra- and intergeneic proximity of IR events between each other. (DOCX 60Â kb)
Rethinking QML and SNNs in the Age of AI
Creators: name: Ishikawa, Takehiro
Publisher: name: Zenodo
Year: 2025

description: Abstract

Despite the growing hype of Quantum machine learning (QML) and spiking neural networks (SNNs), both paradigms currently face substantial theoretical and engineering barriers that make them unlikely to displace deep neural networks (DNNs) in the near future. QML grapples with challenges such as the difficulty of implementing nonlinear operations, barren plateaus, measurement-induced state collapse, and steep measurement overhead in parameter-shift rules. These issues are further compounded by the nascent state of quantum hardware and its inherently different nature from classical machine learning. Meanwhile, SNNs struggle with limited representational bandwidth for language tasks. Faithfully replicating the brain’s gradual, resource-constrained biological processes does not necessarily yield rapid scaling or higher intelligence, and training these networks remains difficult to scale due to substantial overhead. By contrast, DNNs hold considerable promise for further advancement in their reasoning paradigm. Supported by specialized ASICs for inference and the mature CUDA ecosystem for training, DNNs will likely remain central to the evolution of AI for the foreseeable future.
Additional file 4: of IRFinder: assessing the impact of intron retention on mammalian gene expression
Creators: name: Middleton, Robert
name: Dadi Gao
name: Thomas, Aubin
name: Singh, Babita
name: Au, Amy
name: Wong, Justin
name: Bomane, Alexandra
name: Cosson, Bertrand
name: Eyras, Eduardo
name: Rasko, John
name: Ritchie, William
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biochemistry
subject: Genetics
subject: FOS: Biological sciences
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: 69999 Biological Sciences not elsewhere classified
subject: Developmental Biology
subject: Science Policy

description: Splice site strength of IR events. (DOCX 618Â kb)
Ammophila arabica W. F. Kirby 1900
Creators: name: Gadallah, Neveen S.
Publisher: name: Zenodo
Year: 2020
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Sphecidae
Ammophila
Ammophila arabica

description: Ammophila arabica W.F. Kirby, 1900
Distribution in the Arabian Peninsula: Saudi Arabia (Bohart & Menke 1976; El-Hawagry et al. 2013), Yemen (Kirby 1900; Guichard 1988).
Extralimital distribution: No records.
description: Published as part of Gadallah, Neveen S., 2020, Biodiversity of the aculeate wasps (Hymenoptera: Aculeata) of the Arabian Peninsula: Apoidea (Spheciformes), Sphecidae (sensu stricto), pp. 77-90 in Zootaxa 4754 (1) on page 78, DOI: 10.11646/zootaxa.4754.1.8, http://zenodo.org/record/3719055
Phos Montfort 1810
Creators: name: Fraussen, Koen
name: Galindo, Lee Ann
name: Rosado, José
Publisher: name: Zenodo
Year: 2020
Subjects: Biodiversity
Taxonomy
Animalia
Mollusca
Gastropoda
Neogastropoda
Buccinidae
Phos

description: Genus Phos Montfort, 1810
Phos Montfort, 1810: 484–486.
Type species
Murex senticosus Linnaeus, 1758, by original designation (Tropical Indo-West Pacific).
Remarks
The Photinae were recently the subject of a profound taxonomic revision (Galindo et al. 2016). Molecular data prove that all species belonging to Phos Montfort, 1810 represent a monophyletic group occuring exclusively in the Indo-West Pacific, distinct from the Carribean Antillophos Woodring, 1928 (see Galindo et al. 2016: 343, fig. 1, 345, fig. 2, 348, fig. 3). It is typical that genera within Nassariidae are geographically restricted clades, while the biogeographic range of genera is usually broader in Buccinidae. The generic separation within Photinae based on sculpture and protoconch morphology, as discussed by Fraussen & Poppe (2005: 76–77, 81–82), no longer holds. As a result, Phos senticosus, with a smooth protoconch, is congeneric with other Indo-West Pacific species that have a characteristically sculptured protoconch and that were formerly placed in Antillophos. For a discussion about the taxonomic positions of Phos and Antillophos within Nassariidae, we refer to Galindo et al. (2016).
description: Published as part of Fraussen, Koen, Galindo, Lee Ann & Rosado, José, 2020, Deep-water Photinae (Gastropoda: Nassariidae) from eastern Africa, with descriptions of five new species, pp. 144-169 in European Journal of Taxonomy 720 on page 146, DOI: 10.5852/ejt.2020.720.1123, http://zenodo.org/record/4106593
MOESM1 of Interstrain differences in the expression and activity of Cyp2a5 in the mouse liver
Creators: name: Poรงa, Katia
name: Thiago Parente
name: Chagas, Lucas
name: Leal, Bruna
name: Leal, Hellen
name: Paumgartten, Francisco
name: De-Oliveira, Ana
Publisher: name: Figshare
Year: 2017
Subjects: subject: Space Science
subject: 29999 Physical Sciences not elsewhere classified
subject: FOS: Physical sciences
subject: Cell Biology
subject: Physiology
subject: FOS: Biological sciences
subject: Evolutionary Biology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: 69999 Biological Sciences not elsewhere classified

description: Additional file 1. Inter-strain differences in the induction of liver COH activity by pyrazole and phenobarbital.
Ammophila areolata Walker 1871
Creators: name: Gadallah, Neveen S.
Publisher: name: Zenodo
Year: 2020
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Sphecidae
Ammophila
Ammophila areolata

description: Ammophila areolata Walker, 1871
Distribution in the Arabian Peninsula: Saudi Arabia (Bohart & Menke 1976).
Extralimital distribution: Egypt.
description: Published as part of Gadallah, Neveen S., 2020, Biodiversity of the aculeate wasps (Hymenoptera: Aculeata) of the Arabian Peninsula: Apoidea (Spheciformes), Sphecidae (sensu stricto), pp. 77-90 in Zootaxa 4754 (1) on page 78, DOI: 10.11646/zootaxa.4754.1.8, http://zenodo.org/record/3719055
Automatic Card Fraud Detection Based on Decision Tree Algorithm
Creators: name: Flondor, Elena
name: Donath, Liliana
name: Neamtu, Mihaela
Publisher: name: Taylor & Francis
Year: 2024
Subjects: Biological Sciences not elsewhere classified
Information Systems not elsewhere classified
Mathematical Sciences not elsewhere classified

description: This paper delves into the analysis of card fraud within the banking system. Its aim is to gain a comprehensive understanding of fraud in the banking sector and explore effective detection techniques. The paper examines advanced techniques such as data analysis, automatic learning algorithms, and real-time monitoring systems to detect suspicious patterns, anomalies, and deviations from normal behavior with precision. To achieve this, the research methodology employs a combination of qualitative and quantitative analysis. Furthermore, empirical research is conducted to evaluate the effectiveness of Machine Learning-based decision tree algorithms in identifying card fraud using real-world datasets. By understanding the nature of fraud and implementing robust detection methods, banks can safeguard their operations, assets, and customers, and uphold trust in the banking system.
Additional file 1: of Understanding low uptake of contraceptives in resource-limited settings: a mixed-methods study in rural Burundi
Creators: name: M. Ndayizigiye
name: M. Fawzi
name: C. Lively
name: N.C. Ware
Publisher: name: Figshare
Year: 2017
Subjects: subject: Medicine
subject: Cell Biology
subject: Biotechnology
subject: Sociology
subject: FOS: Sociology
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: Developmental Biology
subject: Cancer
subject: Computational Biology

description: Health facility survey instrument. (DOCX 21 kb)
Ammophila barbara
Creators: name: Gadallah, Neveen S.
Publisher: name: Zenodo
Year: 2020
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Sphecidae
Ammophila
Ammophila barbara

description: Ammophila barbara (Lepeletier de Saint-Fargeau, 1845)
Distribution in the Arabian Peninsula: Oman (Guichard 1988), United Arab Emirates (Schmid-Egger 2011, 2014). Extralimital distribution: Israel, Jordan, Niger, North Africa, Syria, Turkey.
description: Published as part of Gadallah, Neveen S., 2020, Biodiversity of the aculeate wasps (Hymenoptera: Aculeata) of the Arabian Peninsula: Apoidea (Spheciformes), Sphecidae (sensu stricto), pp. 77-90 in Zootaxa 4754 (1) on page 78, DOI: 10.11646/zootaxa.4754.1.8, http://zenodo.org/record/3719055
Additional file 1: Table S1. of An integrated approach with new strategies for QSAR models and lead optimization
Creators: name: Hsu, Hui-Hui
name: Yen-Chao Hsu
name: Li-Jen Chang
name: Jinn-Moon Yang
Publisher: name: Figshare
Year: 2017
Subjects: subject: Space Science
subject: Medicine
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: 19999 Mathematical Sciences not elsewhere classified
subject: FOS: Mathematics
subject: Plant Biology
subject: 60506 Virology

description: Compound training set for huAChE collected from Guo et al. (PDF 219 kb)
Optimizing Kernel Transformations to Handle Binary Class Imbalanced Dataset Classification
Creators: name: Patel, Vaibhavi
name: Bhavsar, Hetal
Publisher: name: Taylor & Francis
Year: 2024
Subjects: Space Science
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified

description: Imbalanced class distributions pose a prevalent challenge in numerous classification problems, requiring effective strategies for learning from such skewed data. Traditional machine learning algorithms often struggle with imbalanced datasets, as they tend to bias their classification functions toward the majority class, resulting in suboptimal performance for minority classes. In our research, we propose a novel approach to address this challenge specifically tailored for Support Vector Machines (SVM), a well-established family of learning algorithms. Our method leverages a kernel trick to enhance the SVM’s classification capabilities on imbalanced datasets named KTI. It aims to streamline the classification process by incorporating adaptive data transformations within the algorithm itself, offering a more efficient and integrated solution for handling imbalanced data. Experimental evaluations conducted on diverse real-world datasets demonstrate the superior performance of our proposed strategy compared to existing methods, showcasing its potential for practical applications in classification tasks with skewed class distributions.
Use of Socio-economic, Climatic, and Land use Land Cover Patterns in Solid Waste Forecasting with Integrated Gradient LSTNet Based Model in Lomé, Togo
Creators: name: Sambiani, Kanlanféi
name: Lare, Yendoubé
name: Zanguina, Adamou
name: Narra, Satyanarayana
Publisher: name: Taylor & Francis
Year: 2024
Subjects: subject: Environmental Sciences not elsewhere classified
subject: Ecology
subject: FOS: Biological sciences
subject: Biological Sciences not elsewhere classified

description: Few studies have explored recurrent neural network models in municipal solid waste (MSW) generation forecasting regarding the inefficiency of conventional and probabilistic tools. This study aimed to develop a new approach of Integrated Gradient Long- and Short-term Time series Network (LSTNet+IG)-based models, assess the baseline neural network models, and provide features influences explanation on MSW generation by using socio-economic, climatic, and Land Use Land Cover (LULC) patterns. Hence, the Random Forest Regressor and Gradient Boosting Regressor methods were used for feature selection, and the IG component was incorporated to LSTNet model for feature influence explanation alongside baseline models implementation. Moreover, the metrics such as root relative square error (RSE) and relative absolute error (RAE) were used to evaluate models’ performance. As a result, the LSTNet+IG outperforms others with the lowest RSE (0.9727) and RAE (0.9108). Moreover, five key influencing features were found, namely the number of households and institutions, mean relative humidity, electricity consumption, built area, and mean temperature. Hence, the socio-economic, climatic, and LULC features in MSW generation forecasting have shown to be important in decision-making for effective MSW management. Therefore, the LSTNet+IG model adoption by stakeholders could help to anticipate and mitigate MSW mismanagement through better planning.
Ammophila bechuana
Creators: name: Gadallah, Neveen S.
Publisher: name: Zenodo
Year: 2020
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Sphecidae
Ammophila
Ammophila bechuana

description: Ammophila bechuana (R. Turner, 1929)
Distribution in the Arabian Peninsula: Yemen (Dollfuss 2015a, b).
Extralimital distribution: Botswana, Kenya, Malawi, Namibia, South Africa, Tanzania, Zambia, Zimbabwe.
description: Published as part of Gadallah, Neveen S., 2020, Biodiversity of the aculeate wasps (Hymenoptera: Aculeata) of the Arabian Peninsula: Apoidea (Spheciformes), Sphecidae (sensu stricto), pp. 77-90 in Zootaxa 4754 (1) on page 78, DOI: 10.11646/zootaxa.4754.1.8, http://zenodo.org/record/3719055
Ammophila beniniensis
Creators: name: Gadallah, Neveen S.
Publisher: name: Zenodo
Year: 2020
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Sphecidae
Ammophila
Ammophila beniniensis

description: Ammophila beniniensis (Palisot de Beauvois, 1806)
Distribution in the Arabian Peninsula: Oman (Dollfuss 2015a).
Extralimital distribution: Africa, Madagascar.
description: Published as part of Gadallah, Neveen S., 2020, Biodiversity of the aculeate wasps (Hymenoptera: Aculeata) of the Arabian Peninsula: Apoidea (Spheciformes), Sphecidae (sensu stricto), pp. 77-90 in Zootaxa 4754 (1) on page 78, DOI: 10.11646/zootaxa.4754.1.8, http://zenodo.org/record/3719055
Additional file 4: of Understanding low uptake of contraceptives in resource-limited settings: a mixed-methods study in rural Burundi
Creators: name: M. Ndayizigiye
name: M. Fawzi
name: C. Lively
name: N.C. Ware
Publisher: name: Figshare
Year: 2017
Subjects: subject: Medicine
subject: Cell Biology
subject: Sociology
subject: FOS: Sociology
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: Cancer
subject: Computational Biology

description: Qualitative interview guide for health facility managers. (DOCX 13 kb)
Ammophila dolichodera Kohl 1884
Creators: name: Gadallah, Neveen S.
Publisher: name: Zenodo
Year: 2020
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Sphecidae
Ammophila
Ammophila dolichodera

description: Ammophila dolichodera Kohl, 1884
Distribution in the Arabian Peninsula: Saudi Arabia (Guichard 1988; Gadallah & Assery 2004a; Gadallah et al. 2013), United Arab Emirates (Schmid-Egger 2011), Yemen (Dollfuss 2015a, b).
Extralimital distribution: Iran, South Africa north to Mali and Niger.
description: Published as part of Gadallah, Neveen S., 2020, Biodiversity of the aculeate wasps (Hymenoptera: Aculeata) of the Arabian Peninsula: Apoidea (Spheciformes), Sphecidae (sensu stricto), pp. 77-90 in Zootaxa 4754 (1) on page 78, DOI: 10.11646/zootaxa.4754.1.8, http://zenodo.org/record/3719055
Additional file 6: of IRFinder: assessing the impact of intron retention on mammalian gene expression
Creators: name: Middleton, Robert
name: Dadi Gao
name: Thomas, Aubin
name: Singh, Babita
name: Au, Amy
name: Wong, Justin
name: Bomane, Alexandra
name: Cosson, Bertrand
name: Eyras, Eduardo
name: Rasko, John
name: Ritchie, William
Publisher: name: Figshare
Year: 2017
Subjects: subject: Cell Biology
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Physiology
subject: 59999 Environmental Sciences not elsewhere classified
subject: FOS: Earth and related environmental sciences
subject: 69999 Biological Sciences not elsewhere classified
subject: Developmental Biology

description: IR during differentiation and the cell cycle. (DOCX 942Â kb)
Ammophila dubia Kohl 1901
Creators: name: Gadallah, Neveen S.
Publisher: name: Zenodo
Year: 2020
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Sphecidae
Ammophila
Ammophila dubia

description: Ammophila dubia Kohl, 1901
Distribution in the Arabian Peninsula: Oman (Dollfuss 2015b), United Arab Emirates (Schmid-Egger 2014), Yemen (Dollfuss 2013b).
Extralimital distribution: Iran, Israel, Malta, North Africa and Sahara.
description: Published as part of Gadallah, Neveen S., 2020, Biodiversity of the aculeate wasps (Hymenoptera: Aculeata) of the Arabian Peninsula: Apoidea (Spheciformes), Sphecidae (sensu stricto), pp. 77-90 in Zootaxa 4754 (1) on page 78, DOI: 10.11646/zootaxa.4754.1.8, http://zenodo.org/record/3719055
MOESM4 of Interstrain differences in the expression and activity of Cyp2a5 in the mouse liver
Creators: name: Poรงa, Katia
name: Thiago Parente
name: Chagas, Lucas
name: Leal, Bruna
name: Leal, Hellen
name: Paumgartten, Francisco
name: De-Oliveira, Ana
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biochemistry
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Developmental Biology
subject: Cancer
subject: Computational Biology

description: Additional file 4. AST in the serum of mice treated with PYR or PB.
Ammophila erminea Kohl 1901
Creators: name: Gadallah, Neveen S.
Publisher: name: Zenodo
Year: 2020
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Sphecidae
Ammophila
Ammophila erminea

description: Ammophila erminea Kohl, 1901
Distribution in the Arabian Peninsula: Bahrain (Guichard 1988), Saudi Arabia (Guichard 1988; Gadallah & Assery 2004a; El-Hawagry et al. 2013; Gadallah et al. 2013), Qatar (Abdu & Shaumar 1985), United Arab Emirates (Guichard 1988; Gillett & Gillett 2005; Howarth & Gillett 2008; Schmid-Egger 2011, 2014), Arabian Peninsula (no specific locality) (Dollfuss 2013b).
Extralimital distribution: Iran, Israel, Jordan, North Africa, Sudan.
description: Published as part of Gadallah, Neveen S., 2020, Biodiversity of the aculeate wasps (Hymenoptera: Aculeata) of the Arabian Peninsula: Apoidea (Spheciformes), Sphecidae (sensu stricto), pp. 77-90 in Zootaxa 4754 (1) on page 79, DOI: 10.11646/zootaxa.4754.1.8, http://zenodo.org/record/3719055
Phos laevis Kuroda & Habe in Habe 1961
Creators: name: Fraussen, Koen
name: Galindo, Lee Ann
name: Rosado, José
Publisher: name: Zenodo
Year: 2020
Subjects: Biodiversity
Taxonomy
Animalia
Mollusca
Gastropoda
Neogastropoda
Buccinidae
Phos
Phos laevis

description: Phos laevis Kuroda & Habe, 1961
Fig. 1 J–K
Phos laeve Kuroda & Habe in Habe, 1961: app. 20–21.
Phos laevie [sic] – Kuroda & Habe in Habe 1961: 61, pl. 31, fig. 8.
Type locality
Japan, SW Shikoka, off Cape Ashizuri, 100– 300 m.
Material examined
MADAGASCAR • 1 dd; Campagne CREVETTIERE 1974 stn DC01; 12°39′ S, 48°16′ E; depth 240 m; 1974; Campagne CREVETTIERE 1974 exped.; MNHN (Fig. 1 J–K) • 1 dd; between Nosy Bé and Leven Banc, MIRIKY stn DW3217; 12°33′ S, 47°56′ E; depth 391–438 m; Jun. 2009; MIRIKY exped.; MNHN.
RÉUNION • 4 dd (3 jv); MD32 stn DC128; 20°51′ S, 55°36′ E; depth 280–340 m; 1982; MD32 exped.; MNHN.
Distribution
Formerly known from Japan and the Philippines, the species is here recorded from off Madagascar (Campagne CREVETTIERE 1974 stn DC01 and MIRIKY stn DW3217) and off Réunion island (MD32 stn DC128).
Remarks
Phos laevis is characterized by its pale colour without pattern and moderately smooth shell with a glossy surface. Variability of the sculpture is high; some specimens are smooth without much spiral sculpture and with weak axial sculpture mainly on the upper spire whorls, while other specimens have well developed axial ribs; a few specimens have smooth but well visible spiral cords running along all whorls. Because an identical variability is observed in specimens from the western Pacific (Fraussen & Galindo in prep.) we tentatively regard these specimens from the East Indian Ocean as conspecific with the West Pacific P. laevis.
Phos (Greek, latinized to Phos, see Montfort 1810: 495) is masculine, as evidenced by the original combination in Montfort’s type species (Phos senticosus). The word ʻ laeve ʼ is an adjective and it is therefore mandatory to correct the gender ending (to agree “with the generic name with which it is at any time combined” according to ICZN 31.2 and 34.2) to P. laevis, as is also correctly done in the WoRMS database.
description: Published as part of Fraussen, Koen, Galindo, Lee Ann & Rosado, José, 2020, Deep-water Photinae (Gastropoda: Nassariidae) from eastern Africa, with descriptions of five new species, pp. 144-169 in European Journal of Taxonomy 720 on pages 149-150, DOI: 10.5852/ejt.2020.720.1123, http://zenodo.org/record/4106593
Ammophila exsecta Kohl 1906
Creators: name: Gadallah, Neveen S.
Publisher: name: Zenodo
Year: 2020
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Sphecidae
Ammophila
Ammophila exsecta

description: Ammophila exsecta Kohl, 1906
Distribution in the Arabian Peninsula: Oman (Dollfuss 2013b).
Extralimital distribution: Jordan, Syria.
description: Published as part of Gadallah, Neveen S., 2020, Biodiversity of the aculeate wasps (Hymenoptera: Aculeata) of the Arabian Peninsula: Apoidea (Spheciformes), Sphecidae (sensu stricto), pp. 77-90 in Zootaxa 4754 (1) on page 79, DOI: 10.11646/zootaxa.4754.1.8, http://zenodo.org/record/3719055
MOESM4 of FTY720 inhibits mesothelioma growth in vitro and in a syngeneic mouse model
Creators: name: Szymiczek, Agata
name: Pastorino, Sandra
name: Larson, David
name: Tanji, Mika
name: Pellegrini, Laura
name: Jiaming Xue
name: Shuangjing Li
name: Giorgi, Carlotta
name: Pinton, Paolo
name: Takinishi, Yasutaka
name: Pass, Harvey
name: Furuya, Hideki
name: Gaudino, Giovanni
name: Napolitano, Andrea
name: Carbone, Michele
name: Haining Yang
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biochemistry
subject: Space Science
subject: Molecular Biology
subject: Pharmacology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: Developmental Biology
subject: Cancer

description: Additional file 4: Figure S4. FTY720 inhibits SphK1.
MOESM5 of FTY720 inhibits mesothelioma growth in vitro and in a syngeneic mouse model
Creators: name: Szymiczek, Agata
name: Pastorino, Sandra
name: Larson, David
name: Tanji, Mika
name: Pellegrini, Laura
name: Jiaming Xue
name: Shuangjing Li
name: Giorgi, Carlotta
name: Pinton, Paolo
name: Takinishi, Yasutaka
name: Pass, Harvey
name: Furuya, Hideki
name: Gaudino, Giovanni
name: Napolitano, Andrea
name: Carbone, Michele
name: Haining Yang
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biochemistry
subject: Space Science
subject: Cell Biology
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: 69999 Biological Sciences not elsewhere classified
subject: Developmental Biology
subject: Cancer

description: Additional file 5: Figure S5. FTY720 induces apoptosis in MM cells.
Additional file 1 of A program to compute the soft Robinsonâ  Foulds distance between phylogenetic networks
Creators: name: Bingxin Lu
name: Louxin Zhang
name: Hon Wai Leong
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biochemistry
subject: Evolutionary Biology
subject: FOS: Biological sciences
subject: 69999 Biological Sciences not elsewhere classified
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: Developmental Biology
subject: 110309 Infectious Diseases
subject: FOS: Health sciences

description: Supplementary material. Supplementary material contains the proof for Theorem 1 and Supplementary Figures. (PDF 229 kb)
Ammophila gracillima Taschenberg 1869
Creators: name: Gadallah, Neveen S.
Publisher: name: Zenodo
Year: 2020
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Sphecidae
Ammophila
Ammophila gracillima

description: Ammophila gracillima Taschenberg, 1869
Distribution in the Arabian Peninsula: Arabia (with no specific locality, Guichard 1988, Dollfuss 2013b), Oman (Guichard 1980; Hamer 1986, 1988), Saudi Arabia (Dollfuss 2013b; Gadallah et al. 2013), United Arab Emirates (Roche 1981; Hamer 1986, 1988; Gillett & Gillett 2005; Howarth & Gillett 2008; Schmid-Egger 2011, 2014).
Extralimital distribution: Afghanistan, China, India, Iran, Israel, Jordan, Kazakhstan, Mauritania, Niger, North Africa, Russia, Sudan, Syria, Tajikistan, Turkmenistan, Uzbekistan.
description: Published as part of Gadallah, Neveen S., 2020, Biodiversity of the aculeate wasps (Hymenoptera: Aculeata) of the Arabian Peninsula: Apoidea (Spheciformes), Sphecidae (sensu stricto), pp. 77-90 in Zootaxa 4754 (1) on page 79, DOI: 10.11646/zootaxa.4754.1.8, http://zenodo.org/record/3719055
Phos gemmulifer Kilburn 2000
Creators: name: Fraussen, Koen
name: Galindo, Lee Ann
name: Rosado, José
Publisher: name: Zenodo
Year: 2020
Subjects: Biodiversity
Taxonomy
Animalia
Mollusca
Gastropoda
Neogastropoda
Buccinidae
Phos
Phos gemmulifer

description: Phos gemmulifer Kilburn, 2000
Fig. 1 D–E
Phos gemmulifer Kilburn, 2000: 204, figs 1–2.
Antillophos gemmulifer – Kilburn, Marais & Fraussen 2010: 25.
Type locality
Southern Mozambique, Quissico–Zavora area, depth c. 200– 300 m.
Material examined
MAYOTTE • 1 dd; NW Mayotte, Mozambique Channel, BIOMAGLO stn DW4848; 12°35′ S, 44°55′ E; depth 399–402 m; Jan. 2017; BIOMAGLO exped.; MNHN IM-2013-69815 (Fig. 1 D–E).
MOZAMBIQUE • 3 lv; Quissico–Zavora; 25°10′ S, 35°17′ E; depth 375–450 m; J. Rosado leg.; trawl; JR • 2 lv, 3 dd; Quissico–Zavora; 25°22′ S, 35°09′ E; depth 350–450 m; J. Rosado leg.; trawl; JR • 2 dd; “ Off Mozambique, by fishermen”; old collection; KF 3947 • 1 dd; same collection data as for preceding; KF 4816.
Distribution
Known from southern Mozambique only.
Remarks
This large species is characterized by its rather inflated shape with a moderately high spire and pronounced sculpture consisting of pronounced, widely spaced axial ribs that form big, rounded knobs when crossing the broad, flattened spiral cords. The colour of the shell is uniform white, cream to yellowish. No similar species in the western Indian Ocean are known to us.
description: Published as part of Fraussen, Koen, Galindo, Lee Ann & Rosado, José, 2020, Deep-water Photinae (Gastropoda: Nassariidae) from eastern Africa, with descriptions of five new species, pp. 144-169 in European Journal of Taxonomy 720 on page 148, DOI: 10.5852/ejt.2020.720.1123, http://zenodo.org/record/4106593
Ammophila guichardi de Beaumont 1956
Creators: name: Gadallah, Neveen S.
Publisher: name: Zenodo
Year: 2020
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Sphecidae
Ammophila
Ammophila guichardi

description: Ammophila guichardi de Beaumont, 1956
Distribution in the Arabian Peninsula: Saudi Arabia (Guichard 1988; Dollfuss 2013b; Gadallah et al. 2013). Extralimital distribution: Israel, North Africa.
description: Published as part of Gadallah, Neveen S., 2020, Biodiversity of the aculeate wasps (Hymenoptera: Aculeata) of the Arabian Peninsula: Apoidea (Spheciformes), Sphecidae (sensu stricto), pp. 77-90 in Zootaxa 4754 (1) on page 79, DOI: 10.11646/zootaxa.4754.1.8, http://zenodo.org/record/3719055
Additional file 10 of Predicting protein-binding regions in RNA using nucleotide profiles and compositions
Creators: name: Daesik Choi
name: Byungkyu Park
name: Hanju Chae
name: Lee, Wook
name: Kyungsook Han
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biophysics
subject: Biochemistry
subject: Molecular Biology
subject: Immunology
subject: FOS: Clinical medicine
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: Computational Biology

description: Results of testing our model for new RBPs. Results of testing our model on predicting RBP binding regions in RNA for new RBPs. (DOCX 18 kb)
Phos Montfort 1810
Creators: name: Fraussen, Koen
name: Galindo, Lee Ann
name: Rosado, José
Publisher: name: Zenodo
Year: 2020
Subjects: Biodiversity
Taxonomy
Animalia
Mollusca
Gastropoda
Neogastropoda
Buccinidae
Phos

description: Phos sp.
Fig. 7
Material examined
MOZAMBIQUE • 1 lv; Zavora Point, ex-pisces; 24°36.7′ S, 35°22.0′ E; depth 85–120 m; J. Rosado leg.; JR (Fig. 7 A–B).
SOUTH AFRICA • 1 dd; north Transkei, Msikaba; depth 90–120 m; 2004; F. Lorenz leg.; dredge; KF 4691 (Fig. 7 C–D).
Distribution and habitat
This form is known from Transkei (northeastern South Africa) in the south to Zavora (southern Mozambique) in the north. Its bathymetric range is between 90 and 120 m (the single live-collected specimen in South Africa). It was also found ex-pisces, in the stomach of ʻCachucho fishʼ (Polysteganus
coeruleopunctatus (Klunzinger,1870)) or ʻMarreco fishʼ (Chrysoblephus puniceus (Gilchrist & Thompson, 1908)), caught at between 90 and 145 m.
Remarks
This species is characterized by its glossy shell with obscure spiral sculpturing in combination with dark spiral bands and fine, interrupted but well-defined spiral lines. The harmonious combination of these features makes this shell an outstanding piece of visual beauty that recalls some species belonging to the genus Lyria Gray, 1847 (Volutidae).
Phos pulchritudus sp. nov. looks quite similar in pattern and gloss but differs from this species in its slender shape with a stretched base, the deeper suture, the presence of a notch at the transition from the outer lip to the siphonal canal, the higher number of axial ribs, the higher number of spiral cords, the fine spiral lines in the pattern that form specks (rather than well defined short lines), and by the lack of pink spots at the outer lip of the aperture and siphonal canal.
Both Phos laevis Kuroda & Habe, 1961 from the West Pacific and P. scitamentus Fraussen & Poppe, 2005 from the Philippines have a similar gloss but differ from this species in their larger number of axial ribs, the uniform colour without pattern and the smaller adult size.
description: Published as part of Fraussen, Koen, Galindo, Lee Ann & Rosado, José, 2020, Deep-water Photinae (Gastropoda: Nassariidae) from eastern Africa, with descriptions of five new species, pp. 144-169 in European Journal of Taxonomy 720 on pages 165-166, DOI: 10.5852/ejt.2020.720.1123, http://zenodo.org/record/4106593