cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
Optimization of the Composition of Operating Units in Power Plants by Genetic Algorithm
Creators: name: Gayibov, Tulkin
name: Latipov, Sherkhon
name: Pulatov, Bekhzod
Publisher: name: Universitäts- und Landesbibliothek Sachsen-Anhalt
Year: 2023
Subjects: subject: 004

description: One of the main tasks to be solved during planning the short-term modes of power systems is the optimization of compositions of operating units in power plants. In general case, it is a complex problem of nonlinear mathematical programming. Its solution, in essence, comes down to determining for each time interval of the planning period the composition of units to be put into operation or to be stopped. Currently, there are many methods and algorithms for solving of this problem. On the powers obtained at this stage and generalized energy characteristics, the optimal compositions of operating units in power plants are determined. The effectiveness of proposed algorithm is researched on the examples of power systems mode optimization with determination the composition of operating units in power plants. The high accuracy of results of optimization and the reliability of convergence of iterative process is ensured due to direct use in calculations the real, obtained in tabular form, energy characteristics of power plants with effective consideration of functional constraints by penalty functions, as well as due to the ability of genetic algorithm to solve multi-extremal problems without any simplifications.
Additional file 1 of PPAR-γ agonists reactivate the ALDOC-NR2F1 axis to enhance sensitivity to temozolomide and suppress glioblastoma progression
Creators: name: Chang, Yu-Chan
name: Chan, Ming-Hsien
name: Li, Chien-Hsiu
name: Chen, Chi-Long
name: Tsai, Wen-Chiuan
name: Hsiao, Michael
Publisher: name: figshare
Year: 2024
Subjects: subject: Biochemistry
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Neuroscience
subject: Pharmacology
subject: Biological Sciences not elsewhere classified
subject: Cancer

description: Supplementary Material 1
Anticrisis Marketing of IT Sector Companies in the Conditions of Economic Activity`s Informatization and Intellectualization
Creators: name: Polous, Olha
name: Mykhalchenko, Inna
name: Radchenko, Hanna
name: Lysenko, Olena
Publisher: name: Universitäts- und Landesbibliothek Sachsen-Anhalt
Year: 2024
Subjects: subject: 006.3

description: The research actuality of the study is due to the fact that in fast-paced world of IT, the ability to adapt, innovate, and proactively address challenges is key to sustaining success and anticrisis marketing should be seen as an ongoing, dynamic process that evolves alongside the industry it serves. Aim of the paper is to justify the necessity of forming a model of anticrisis marketing of IT companies on the example of the adaptation of Ukrainian IT companies to the crisis conditions of their activities. In order to achieve the research goal, general scientific methods of analysis and synthesis, logical and situational analysis and specific methods inherent in management sciences (subjective-objective approach, economic and statistical analysis, method of ranking, grouping, comparison, classification) were used. The practical and theoretical relevance of this study is that the proposed and substantiated ways of IT companies’ anticrisis marketing model forming can be of practical interest to managers and leaders of these companies when avoiding or mitigating the consequences of crisis situations. Research materials can be used on practice when solving the problems of increasing the effectiveness of marketing activities of both Ukrainian and other IT companies during the crisis period in order to increase their competitiveness on the national and global markets.
Pteroxanium kelloggi COS
Creators: name: Schmidt, Evan R.
name: New, Timothy R.
Publisher: name: Zenodo
Year: 2008
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Psocodea
Lepidopsocidae
Pteroxanium
Pteroxanium kelloggi

description: Pteroxanium kelloggi (Ribaga)    Lepidilla kelloggi Ribaga, 1905: 100.
 Tasmanopsocus litoralis Hickman, 1934: 78.
 Pteroxanium kelloggi. --- Roesler, 1943: 13.
For complete synonymy see Lienhard and Smithers (2002).
 Material examined. Site 21, 6, 17 Feb 88; site 40, 1, 23 Apr 87; site 42A, 1, 12 June 86; site 77, 1, 29 June 86; site 94, 1, 27 June 86; site 185, 2, 1 nymph, 15 June 86; 1, 17 June 87; site 248A, 1, 25 Oct 86; 1, 1 Mar 87; 2 nymphs, 28 June 87; 1 nymph, 30 July 87; site 264B, 1, 22 Sep 86; site 294B, 8, 4 Mar 88.
 Distribution. Cosmopolitan.
 Remarks. This species, which appears to have been transported by human agency (Smithers, 1972), is known in Australia only from Tasmania. Interestingly, the majority of specimens collected in this study were taken from two sites of huon pine (Lagarostrobos franklanii), which is usually found along riverbanks and is endemic to southwestern Tasmania.
description: Published as part of Schmidt, Evan R. & New, Timothy R., 2008, The Psocoptera (Insecta) of Tasmania, Australia, pp. 71-152 in Memoirs of Museum Victoria 65 on page 80, DOI: 10.24199/j.mmv.2008.65.7, http://zenodo.org/record/12211502
sj-docx-1-dhj-10.1177_20552076231180762 - Supplemental material for Israel's first national remote cardiac rehabilitation program: A retrospective analysis
Creators: name: Nabutovsky, Irene
name: Breitner, Daniel
name: Heller, Alexis
name: Moreno, Merav
name: Levine, Yoav
name: Klempfner, Yarin
name: Scheinowitz, Mickey
name: Klempfner, Robert
Publisher: name: SAGE Journals
Year: 2023
Subjects: classificationCode: 111708
subject: Health and Community Services
subject: Cardiology
classificationCode: 110306
subject: Endocrinology
classificationCode: 110308
subject: Geriatrics and Gerontology
classificationCode: 111099
subject: Nursing not elsewhere classified
classificationCode: 111299
subject: Oncology and Carcinogenesis not elsewhere classified
classificationCode: 111702
subject: Aged Health Care
classificationCode: 111799
subject: Public Health and Health Services not elsewhere classified
classificationCode: 99999
subject: Engineering not elsewhere classified
subject: Anthropology
subject: FOS: Sociology
classificationCode: 200299
subject: Cultural Studies not elsewhere classified
classificationCode: 89999
subject: Information and Computing Sciences not elsewhere classified
classificationCode: 150310
subject: Organisation and Management Theory
subject: Science Policy
classificationCode: 160512
subject: Social Policy
subject: Sociology

description: Supplemental material, sj-docx-1-dhj-10.1177_20552076231180762 for Israel's first national remote cardiac rehabilitation program: A retrospective analysis by Irene Nabutovsky, Daniel Breitner, Alexis Heller, Merav Moreno, Yoav Levine, Yarin Klempfner, Mickey Scheinowitz and Robert Klempfner in DIGITAL HEALTH
Brongniartella Reed 1918
Creators: name: Sandford, Andrew C.
Publisher: name: Zenodo
Year: 2005
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Trilobita
Phacopida
Homalonotinae
Brongniartella

description: Brongniartella Reed, 1918
 Type species. Homalonotus bisulcatus Salter, 1851 from the Upper Ordovician of England, by original designation.
description: Published as part of Sandford, Andrew C., 2005, Homalonotid trilobites from the Silurian and Lower Devonian of south-eastern Australia and New Zealand (Arthropoda: Trilobita: Homalonotidae), pp. 1-66 in Memoirs of Museum Victoria 62 (1) on page 21, DOI: 10.24199/j.mmv.2005.62.1, http://zenodo.org/record/12209508
Ontological Model of Technological Process for the Production of Complex Shape Details
Creators: name: Globa, Larysa
name: Novogrudska, Rina
name: Kopiika, Oleg
name: Skulysh, Mariia
Publisher: name: Universitäts- und Landesbibliothek Sachsen-Anhalt
Year: 2024
Subjects: subject: Informationstechnik
subject: Datenverarbeitung
subject: 006.3

description: The paper presents the research devoted to the description of technological process using ontological modelling. For the correct management of the modern echnological process it is very important to take into account the components of knowledge management and representation that are used and generated during the execution of such production processes. Ontological models are proposed to be used for this purpose. Such type of models is one of the most frequently used for presenting knowledge nowadays. It allows not only to structure and systematize knowledge, but also to describe certain processes of interaction between data and information for the extraction of new knowledge. The paper gives the research on how to systematize, structure and link information on technological process objects by means of ontology aiming to support knowledge management and representation of such process Specific ontological system is proposed in the paper, that allows to set description of complex technological process.
Additional file 2 of PPAR-γ agonists reactivate the ALDOC-NR2F1 axis to enhance sensitivity to temozolomide and suppress glioblastoma progression
Creators: name: Chang, Yu-Chan
name: Chan, Ming-Hsien
name: Li, Chien-Hsiu
name: Chen, Chi-Long
name: Tsai, Wen-Chiuan
name: Hsiao, Michael
Publisher: name: figshare
Year: 2024
Subjects: subject: Biochemistry
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Neuroscience
subject: Pharmacology
subject: Biological Sciences not elsewhere classified
subject: Cancer

description: Supplementary Material 2
sj-docx-2-dhj-10.1177_20552076231180762 - Supplemental material for Israel's first national remote cardiac rehabilitation program: A retrospective analysis
Creators: name: Nabutovsky, Irene
name: Breitner, Daniel
name: Heller, Alexis
name: Moreno, Merav
name: Levine, Yoav
name: Klempfner, Yarin
name: Scheinowitz, Mickey
name: Klempfner, Robert
Publisher: name: SAGE Journals
Year: 2023
Subjects: classificationCode: 111708
subject: Health and Community Services
subject: Cardiology
classificationCode: 110306
subject: Endocrinology
classificationCode: 110308
subject: Geriatrics and Gerontology
classificationCode: 111099
subject: Nursing not elsewhere classified
classificationCode: 111299
subject: Oncology and Carcinogenesis not elsewhere classified
classificationCode: 111702
subject: Aged Health Care
classificationCode: 111799
subject: Public Health and Health Services not elsewhere classified
classificationCode: 99999
subject: Engineering not elsewhere classified
subject: Anthropology
subject: FOS: Sociology
classificationCode: 200299
subject: Cultural Studies not elsewhere classified
classificationCode: 89999
subject: Information and Computing Sciences not elsewhere classified
classificationCode: 150310
subject: Organisation and Management Theory
subject: Science Policy
classificationCode: 160512
subject: Social Policy
subject: Sociology

description: Supplemental material, sj-docx-2-dhj-10.1177_20552076231180762 for Israel's first national remote cardiac rehabilitation program: A retrospective analysis by Irene Nabutovsky, Daniel Breitner, Alexis Heller, Merav Moreno, Yoav Levine, Yarin Klempfner, Mickey Scheinowitz and Robert Klempfner in DIGITAL HEALTH
Artificial Intelligence in Forecasting Demographic Processes
Creators: name: Mezhov, Stepan
name: Krayushkin, Maxim
Publisher: name: Universitäts- und Landesbibliothek Sachsen-Anhalt
Year: 2024
Subjects: subject: 006.3

description: At the moment, there are no universal tools for forecasting indicators of socio-economic development in general and demographic in particular. However, the amount of budget allocations that are directed to solving personnel issues, creating social facilities and implementing other activities significant for economic, social and infrastructural development, development vectors depend on the forecast of demographic indicators by one-year-olds. In this article, a meaningful analysis is carried out an analysis of the researchers' work, based on the results of which it is determined that artificial intelligence models, in particular the most adaptive neural networks, are almost not used in predicting demographic indicators, forecasts based on models of artificial neural networks for all ages or by age groups, have almost no significance from the point of view of managing socio-economic development. The result of the research is a neural network methodological approach, methodology and tools for forecasting demographic processes for one-year-olds. The developed methodological approach to forecasting and tools are universal in the field of forecasting socio-economic indicators. In addition, the results described in the article can be used in other research in the field of forecasting, planning of any indicators.
Transient Phenomena in Information Technology for Branching Processes with an Infinite Set of Types
Creators: name: Degtyarm, Sergii
name: Kopiikam, Oleh
name: Shusharin, Yurii
Publisher: name: Universitäts- und Landesbibliothek Sachsen-Anhalt
Year: 2024
Subjects: subject: Informationstechnik
subject: Datenverarbeitung
subject: 006.3

description: Branching processes as a mathematical concept has applications in various fields, including information technology. In information technology, branching processes can be used to model and analyze various scenarios, such as the propagation of data or information in a network, the growth of computer viruses, the spread of software bugs, and more. Branching processes are particularly useful for understanding the dynamics of systems where events can lead to multiple new events in a probabilistic manner. Overall, branching processes provide a valuable mathematical framework for modeling and analyzing various aspects of information technology, helping to make informed decisions and optimize IT systems and networks. We have studied transient phenomena for branching processes with an infinite number of types close to critical. The analytical apparatus for this study is Markov renewal theorems. Branched processes were used to evaluate the performance of IT systems and predict their behavior under different conditions. This is important for capacity planning and resource allocation.
Eumunida (Eumunida) funambulus Gordon 1930
Creators: name: Ahyong, Shane T.
name: Baba, Keiji
Publisher: name: Zenodo
Year: 2004
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Malacostraca
Decapoda
Chirostylidae
Eumunida
Eumunida funambulus

description: Eumunida (Eumunida) funambulus Gordon, 1930
 Eumunida funambulus Gordon, 1930: 744, figs 1c, 2a, b, 3b, 4b, 5 [type locality: Gulf of Aden].
 Eumunida (Eumunida) funambulus. —de Saint Laurent and Poupin, 1996: 350–352.
 Material examined. SAM C725, 1 female (38.8 mm), Timor Sea, off Palmerston [now Darwin], Northern Territory, P. Foelske, Nov 1890.
 Remarks. The single specimen agrees well with published accounts. Unfortunately, the depth of capture was not recorded for this and other specimens of Eumunida reported herein.
 Distribution. Gulf of Aden to Indonesia, the Philippines, Japan (de Saint Laurent and Poupin, 1996) and now from Timor Sea, Northern Territory; 130– 732 m.
description: Published as part of Ahyong, Shane T. & Baba, Keiji, 2004, Chirostylidae from north-western Australia (Crustacea: Decapoda: Anomura), pp. 57-64 in Memoirs of Museum Victoria 61 (1) on page 57, DOI: 10.24199/j.mmv.2004.61.4, http://zenodo.org/record/12209564
Integration of Digital Technologies in Modeling the Educational Environment of a Bachelor in the Conditions of Martial Law
Creators: name: Kosovets, Olena
name: Kovtoniuk, Mariana
name: Soia, Olena
name: Koval, Denis
Publisher: name: Universitäts- und Landesbibliothek Sachsen-Anhalt
Year: 2024
Subjects: subject: Informationstechnik
subject: Datenverarbeitung
subject: 006.3

description: The article reveals the features of the integration of digital technologies in the modeling of the educational environment of a higher education student, which can significantly improve the quality of education and preparation of students for real life, help in providing a qualified workforce and increasing the innovative potential of the state. The purpose of the article is to model and develop a virtual educational environment that will help to effectively form general and professional competencies of students, as well as develop cooperation and communication skills, in particular, in the conditions of the state of war. We used research methods: theoretical; empirical and mathematical-statistical; methods of developing a virtual mathematical educational environment. The potential of modeling a virtual mathematical educational environment on the example of a website has been studied, and it has been determined which tools and technologies can be used to create it. The possibility of obtaining free access to educational materials and a testing platform for consolidating acquired knowledge has been developed, which is quite relevant in the conditions of the state of war. The content management system (CMS) WordPress was chosen as the platform for creating the website. The article analyzes the results of a survey of applicants regarding the effectiveness of using a virtual educational environment in the process of studying mathematical disciplines and the degree of their familiarity with the use of digital technologies in modeling such an environment. The practical significance of the research results lies in the modeling and development of a virtual mathematical educational environment for a student of higher education, which, according to the authors of the article, will help students better understand complex mathematical concepts and principles, as well as develop cooperation and communication skills.
Role Of Wikipedia In Education
Creators: name: Hsing, Pen-Yuan
Publisher: name: Zenodo
Year: 2017
Subjects: Wikipedia
education
free culture
higher education
learning
digital literacy
critical thinking

description: Wikipedia has great potential for use in education. In this talk, I dispel common misconceptions about Wikipedia, illustrate how Wikipedia is a great model for how knowledge is produced, and how we can harness its power to enhance learning. I end by encouraging people to visit the Wiki Education Foundation (https://wikiedu.org/) which actively works with educators to integrate Wikipedia into their teaching.

Much of the material in this presentation was sourced from the Wiki Education Foundation blog: https://wikiedu.org/blog/

A video recording of the talk is here: https://vimeo.com/234993156
description: This presentation is saved in the Strict Office Open XML format (.pptx) by Microsoft PowerPoint 2016.
Scenario Modelling of University International Activities Based on Fuzzy Cognitive Maps
Creators: name: Krivtsun, Anastasia
Publisher: name: Universitäts- und Landesbibliothek Sachsen-Anhalt
Year: 2024
Subjects: subject: 006.3

description: In this article the concept of managing the effectiveness of international activities of universities based on fuzzy cognitive maps is discussed. The focus on the international relations currently plays an important role in almost all universities, as well as in the general context of higher education policy. However, there is a significant difficulty in analyzing the international activities of a university and making management decisions in this area due to the multifaceted nature of the processes occurring in international activities and their interconnectedness, due to the complexity of studying individual phenomena, and the lack of sufficient quantitative information about the dynamics of processes. In this article for analyzing the international activities of universities, as a weakly structured system, used cognitive analysis. A cognitive model for managing the international activities of universities has been developed. To build this model, we took into account the quality criteria for formalizing experts’ ideas about the international activities of universities, as well as statistical data from universities. Using the developed cognitive model for managing the effectiveness of international activities of universities, it is possible to forecast the self-development of the situation; it is possible to forecast the situation with fixed control; it is possible to implement control that ensures the implementation of the required or desired scenario. Several Scenarios for managing the international activities of a university based on the developed cognitive model using the FCMapper tool are considered.
Teyl Main 1975
Creators: name: Main, Barbara York
Publisher: name: Zenodo
Year: 2004
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Arachnida
Araneae
Anamidae
Teyl

description: Teyl Main
 Teyl Main, 1975: 74.
 Type species. Teyl luculentus Main, 1975 by monotypy (female holotype from 14.5 km N of Bruce Rock, WA, (WAM 75- 944).— Raven, 1981: 341.— Main, 1982: 73.— Main, 1983: 925.— 1985a: 39.— 1985b: 746.—Raven, 1985: 82, 87, 88.
 Diagnosis. As in Main (1985b) but with the following modifications/additions. Small to medium-sized spiders (carapace length 2.0 to 10.0 mm). Scopula sparse or absent on tarsi of palp and anterior legs of female. Scopula of male complete (i.e. covering whole ventral face) on tarsi I and II, on apical part only (if present) on anterior metatarsi. Metatarsus I of males straight (unmodified) or with “elbow” i.e. “bowed”; with many, few or no spines. Palpal bulb and embolus of male variable, as for tribe and with embolus short or long (based on described and undescribed species). Differs from Namea by the broad sternum which is convex behind labium and the short ovoid terminal segment of the posterior lateral spinnerets; from Teyloides by lacking a spined spur on tibia I in the male and lobate, not coiled, internal genitalia in the female; and from Pseudoteyl by absence of dark smudges on the legs.
 Remarks. Raven (1985: 88) incorrectly stated that the holotype of Teyl luculentus was a “male”. The holotype is a female (Main, 1975: 74). The comment by Raven (1985: 88) “cymbium... aspinose” requires modification in that some undescribed species and one species described here have spines on the male palpal tarsus. The first part of the third couplet of the key (Main, 1985b) requires modification as follows “Southwest WA, Eyre Peninsula, SA and western Victoria (instead of “Southwest WA only”). Species (including many undescribed) occur in southwestern Western Australia, Eyre Peninsula South Australia and western Victoria.
description: Published as part of Main, Barbara York, 2004, Biosystematics of Australian mygalomorph spiders: descriptions of three new species of Teyl from Victoria (Araneae: Nemesiidae), pp. 47-55 in Memoirs of Museum Victoria 61 (1) on page 48, DOI: 10.24199/j.mmv.2004.61.3, http://zenodo.org/record/12209586
Additional file 1 of Commonly used software tools produce conflicting and overly-optimistic AUPRC values
Creators: name: Chen, Wenyu
name: Miao, Chen
name: Zhang, Zhenghao
name: Fung, Cathy Sin-Hang
name: Wang, Ran
name: Chen, Yizhen
name: Qian, Yan
name: Cheng, Lixin
name: Yip, Kevin Y.
name: Tsui, Stephen Kwok-Wing
name: Cao, Qin
Publisher: name: figshare
Year: 2024
Subjects: Neuroscience
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified
Cancer
Hematology

description: Additional file 1. Supplementary text, figures and tables.
Practical Experience in DevOps Implementation
Creators: name: Bodnar, Liliia
name: Bodnar, Mykola
name: Shulakova, Kateryna
name: Vasylenko, Oksana
name: Tsarov, Roman
name: Siemens, Eduard
Publisher: name: Universitäts- und Landesbibliothek Sachsen-Anhalt
Year: 2024
Subjects: subject: 006.3

description: This scientific article serves as a comprehensive exploration of the amalgamated technical expertise derived from hands-on involvement in commercial projects. Its primary objective is to harmonize the training of upcoming DevOps engineers with the dynamic demands of the real-world market. The focus of our investigation lies in the intricate stages of сontinuous integration (CI) processes, meticulously shaped by the practical experiences of seasoned DevOps engineers. Delving into these stages, we unveil invaluable insights that extend their applicability to benefit both IT instructors and active DevOps practitioners. The elucidation of these stages is firmly grounded in the pragmatic utilization of a diverse array of DevOps practices. By drawing from the multifaceted experiences encountered in real-world scenarios, our article presents a nuanced understanding of the challenges and triumphs that permeate the field of DevOps. This nuanced approach not only enhances the theoretical knowledge imparted to future engineers but also provides a reservoir of practical wisdom that can be readily applied in professional settings. That is, оur undertaking encapsulates the core objective of bridging the disjunction between theoretical knowledge and practical application within the domain of DevOps.
Epicoccum draconis Q. Chen
Creators: name: Wang, Yuchun
name: Tu, Yiyi
name: Chen, Xueling
name: Jiang, Hong
name: Ren, Hengze
name: Lu, Qinhua
name: Wei, Chaoling
name: Lv, Wuyun
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Fungi
Ascomycota
Dothideomycetes
Pleosporales
Didymellaceae
Epicoccum
Epicoccum draconis

description: Epicoccum draconis (Berk. ex Cooke) Q. Chen et al., Studies in Mycology. 82: 172. 2015 b
Description.
see de Gruyter et al. (1998).
Materials examined.
 China, Jiangsu Province, Yixing City, Zhangzhu Town, Furong Village, from diseased leaves of C. sinensis cv. Longjing 43, 19 Jun 2019, Y. C. Wang, culture YCW 101.
Notes.
 Epicoccum draconis was introduced as Phyllosticta draconis and Phoma draconis previously (Chen et al. 2017). It formed a new combination by the ellipsoidal conidia (Chen et al. 2017). In the present study, two isolates from diseased tea plant leaves grouped with E. draconis with high statistical support (Fig. 3). This is the first report of E. draconis causing leaf blight on C. sinensis.
description: Published as part of Wang, Yuchun, Tu, Yiyi, Chen, Xueling, Jiang, Hong, Ren, Hengze, Lu, Qinhua, Wei, Chaoling & Lv, Wuyun, 2024, Didymellaceae species associated with tea plant (Camellia sinensis) in China, pp. 217-251 in MycoKeys 105 on pages 217-251, DOI: 10.3897/mycokeys.105.119536
Computational Breakthroughs in Aquatic Taxonomy : The Role of Deep Learning and DNA Barcoding
Creators: name: Kasianchuk, Nadiia
name: Harkava, Sofiia
name: Onishchenko, Sofiia
name: Solodka, Olesia
name: Shyshko, Daria
name: Siemens, Eduard
name: Falfushynska, Halina
name: Ustyianovych, Taras
Publisher: name: Universitäts- und Landesbibliothek Sachsen-Anhalt
Year: 2024
Subjects: subject: Informationstechnik
subject: Datenverarbeitung
subject: 006.3

description: Aquatic ecosystems are crucial in maintaining environmental equilibrium and sustaining human well-being. However, the traditional manual methods used in hydrobiological research have limitations in providing a far-reaching understanding of these intricate ecosystems. Data science, machine learning, and deep learning techniques offer a variety of opportunities to overcome these limitations and unlock new insights into aquatic environments. This study highlights the impact of computational tools in areas such as taxonomic identification, metagenomic sequence analysis, and water quality prediction. Deep learning techniques have demonstrated superior accuracy in classifying organisms, including those previously unidentified by conventional methods. In metagenomic sequence analysis, machine learning aids in effectively ssembling DNA sequences, aligning them with known databases, and addressing challenges related to sequence repeats, errors, and missing data. Furthermore, predictive models have been developed to provide insights into water quality parameters, such as eutrophication events and heavy metal concentrations. These advancements lead to informed conservation measures and a deep understanding of the intricate relationships within aquatic ecosystems. However, challenges persist, including data quality issues, model interpretability, and the need for robust training datasets. Thus, data integration strategies designed specifically for environmental and genomic studies are necessary. Data fusion and imputation can help address data scarcity and provide a comprehensive view of hydrobiological processes. As the study of aquatic ecosystems continues to evolve, the synergy between computational methods and traditional hydrobiological techniques holds immense potential. By everaging the power of data science and cutting-edge technologies, researchers can gain a deep understanding of aquatic environments, monitor changes in biodiversity, and develop informed strategies for sustainable management amidst global environmental shifts.
Additional file 2 of Commonly used software tools produce conflicting and overly-optimistic AUPRC values
Creators: name: Chen, Wenyu
name: Miao, Chen
name: Zhang, Zhenghao
name: Fung, Cathy Sin-Hang
name: Wang, Ran
name: Chen, Yizhen
name: Qian, Yan
name: Cheng, Lixin
name: Yip, Kevin Y.
name: Tsui, Stephen Kwok-Wing
name: Cao, Qin
Publisher: name: figshare
Year: 2024
Subjects: Neuroscience
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified
Cancer
Hematology

description: Additional file 2. Review history.
sj-docx-1-tah-10.1177_20406207221142487 – Supplemental material for Monocyte or white blood cell counts and β2 microglobulin predict the durable efficacy of daratumumab with lenalidomide
Creators: name: Shimazu, Yutaka
name: Kanda, Junya
name: Kaneko, Hitomi
name: Imada, Kazunori
name: Yamamura, Ryosuke
name: Kosugi, Satoru
name: Shimura, Yuji
name: Ito, Tomoki
name: Fuchida, Shin-ichi
name: Uchiyama, Hitoji
name: Fukushima, Kentaro
name: Yoshihara, Satoshi
name: Hanamoto, Hitoshi
name: Tanaka, Hirokazu
name: Uoshima, Nobuhiko
name: Ohta, Kensuke
name: Yagi, Hideo
name: Shibayama, Hirohiko
name: Onda, Yoshiyuki
name: Tanaka, Yasuhiro
name: Adachi, Yoko
name: Matsuda, Mitsuhiro
name: Iida, Masato
name: Miyoshi, Takashi
name: Matsui, Toshimitsu
name: Takahashi, Ryoichi
name: Takakuwa, Teruhito
name: Hino, Masayuki
name: Hosen, Naoki
name: Nomura, Shosaku
name: Shimazaki, Chihiro
name: Matsumura, Itaru
name: Takaori-Kondo, Akifumi
name: Kuroda, Junya
Publisher: name: SAGE Journals
Year: 2024
Subjects: Cardiology
Oncology and Carcinogenesis not elsewhere classified
Pharmacology and Pharmaceutical Sciences not elsewhere classified

description: Supplemental material, sj-docx-1-tah-10.1177_20406207221142487 for Monocyte or white blood cell counts and β2 microglobulin predict the durable efficacy of daratumumab with lenalidomide by Yutaka Shimazu, Junya Kanda, Hitomi Kaneko, Kazunori Imada, Ryosuke Yamamura, Satoru Kosugi, Yuji Shimura, Tomoki Ito, Shin-ichi Fuchida, Hitoji Uchiyama, Kentaro Fukushima, Satoshi Yoshihara, Hitoshi Hanamoto, Hirokazu Tanaka, Nobuhiko Uoshima, Kensuke Ohta, Hideo Yagi, Hirohiko Shibayama, Yoshiyuki Onda, Yasuhiro Tanaka, Yoko Adachi, Mitsuhiro Matsuda, Masato Iida, Takashi Miyoshi, Toshimitsu Matsui, Ryoichi Takahashi, Teruhito Takakuwa, Masayuki Hino, Naoki Hosen, Shosaku Nomura, Chihiro Shimazaki, Itaru Matsumura, Akifumi Takaori-Kondo and Junya Kuroda in Therapeutic Advances in Hematology
Forecasting Indicators of the Region Intellectual Potential
Creators: name: Hryhoruk, Pavlo
name: Chaikovska, Inna
name: Proskurovych, Oksana
name: Gorbatiuk, Kateryna
name: Valkov, Oleksandr
name: Chaikovskyi, Maksym
Publisher: name: Universitäts- und Landesbibliothek Sachsen-Anhalt
Year: 2024
Subjects: subject: Informationstechnik
subject: Datenverarbeitung
subject: 006.3

description: This study established that in the conditions of Russian aggression, one of the most important factors for the recovery of Ukraine's economy is the effective use and multiplication of the existing intellectual potential of the regions. It was determined that the main structural elements of the intellectual potential of the region are educational, scientific and innovative potential. Fractal analysis and forecasting of key indicators of the intellectual potential of the region were carried out. Within the framework of the educational potential of the region, the following indicators were studied: the coverage of children in preschool education institutions, the number of graduate students, the number of students in general secondary education institutions, the number of teachers in general secondary education institutions, the number of students and trainees in vocational and vocational education institutions. As part of the scientific potential, the indicator of the number of employees involved in the performance of scientific research and development was considered. Within the framework of innovation potential - the specific weight of enterprises that introduced innovations and the number of implemented new technological processes. As a result of the conducted fractal analysis, it was established that all indicators belong to the anti-persistent type of time series. Therefore, the method of exponential smoothing and moving average was used as forecasting. A negative trend in the development of the component indicators of the intellectual potential of the region was revealed. This requires appropriate decisive actions on the part of the authorities in order to activate and grow the educational, scientific and innovative potential, which will lead to the improvement of the indicator of the intellectual potential of the region and its positive impact on the indicators of economic efficiency.
Sphaeropsocopsis recens SEA
Creators: name: Schmidt, Evan R.
name: New, Timothy R.
Publisher: name: Zenodo
Year: 2008
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Psocodea
Sphaeropsocidae
Sphaeropsocopsis
Sphaeropsocopsis recens

description: Sphaeropsocopsis recens (Hickman)    Sphaeropsocus recens Hickman, 1934: 83.
 Sphaeropsocopsis recens. --- Badonnel, 1963: 323.
 Material examined. The (Queens) Domain (Hobart), from loose bark on eucalypt, 2, 13 Apr 1968 (V. V. Hickman).
 Distribution. Tasmania and South Australia.
 Remarks. Not collected during the present study despite several targeted searches at the holotype locality (Trevallyn Gorge, Launceston) and from the Domain, Hobart. Although not recorded formally from Victoria, TRN has collected this species from grass tussocks near Narbethong.
description: Published as part of Schmidt, Evan R. & New, Timothy R., 2008, The Psocoptera (Insecta) of Tasmania, Australia, pp. 71-152 in Memoirs of Museum Victoria 65 on page 85, DOI: 10.24199/j.mmv.2008.65.7, http://zenodo.org/record/12211502
An exploratory factor analysis approach in empirical study of the DigIn.Net 2 Project
Creators: name: Vasylenko, Oksana
name: Siemens, Eduard
name: Henseruk, Halyna
Publisher: name: Universitäts- und Landesbibliothek Sachsen-Anhalt
Year: 2023
Subjects: subject: Exploratory Factor Analysis
subject: Key Factors of Internationalization
subject: Internationalization of Universities
subject: 378

description: The main purpose of the current DigIn.Net 2 project (supported by DAAD, BMBF) is to promote the digital internationalization of partner universities in Germany and Ukraine. The study focuses on the effective practical application of the project of the Anhalt University of Applied Sciences in cooperation with four Ukrainian universities. Based on the exploratory factor analysis of empirical survey data from 1063 respondents who participated in international internships “Digital Future: Blended Learning” during 2022-2023, an original compilation of key factors for successful internationalization of universities in the digital space was formulated. As the international internship was launched during the pandemic and then continued uninterrupted in the post-pandemic period and during the war, the authors had to collect and analyze valuable data from respondents in difficult times for the first time. In addition, some researchers have been involved in surveys and data processing on internationalization, but they have not applied factor analysis to this type of data. Factor analysis was conducted to reduce the sample size of the variables, group them based on correlations, and interpret the resulting factors. The principal components method was used as the extraction method, and Varimax with Kaiser normalization was used as the rotation method. Thus, a modern model of a successful internationalization strategy for each university should take into account the following factors: Global cooperation and networking, Competences and globalization of standards, Digital evolution, Funding and policy dynamics, Int‘l research initiatives.
Der Weg Zu Open Access In Den Geistes- Und Sozialwissenschaften: Publikationspraktiken, Hindernisse Und Potentiale
Creators: name: Severin, Anna
Publisher: name: Zenodo
Year: 2018
Subjects: subject: Open Access Publishing Practices
subject: Social Sciences
subject: Humanities
subject: FOS: Humanities
subject: Open Access Policy

description: Die Umsetzung von Open Access scheint im Sinne eines 'inescapable imperative' unabdingbar geworden zu sein. In diesem Zusammenhang galt lange Zeit die Annahme, dass es lediglich eine Frage der Zeit sei, bis alle wissenschaftlichen Disziplinen mit den Vorreitern der Open-Access-Bewegung gleichziehen und in ihren Publikationspraktiken konvergieren. Kürzlich durchgeführte Untersuchungen haben jedoch gezeigt, dass sich einzelne Disziplinen hinsichtlich ihrer Open Access Publikationspraktiken stark unterscheiden - sowohl im Hinblick auf den Anteil öffentlich zugänglicher Publikationen als auch bezüglich der gewählten Publikationswege.

In einer Übersichtsstudie wurden die Open-Access-Publikationspraktiken wissenschaftlicher Disziplinen verglichen und disziplin-spezifische Hindernisse und Potentiale zur Umsetzung von Open Access identifiziert. In dem vorliegenden Beitrag werden die Ergebnisse dieser Studie für die Geistes- und Sozialwissenschaften präsentiert. Zunächst werden die Open-Access-Publikationspraktiken der Geistes- und Sozialwissenschaften dargestellt, um in einem zweiten Schritt die zentralen Hindernisse und Potentiale zur Umsetzung von Open Access in den Geistes- und Sozialwissenschaften zu erläutern.
Maoripsocus Tillyard 1923
Creators: name: Schmidt, Evan R.
name: New, Timothy R.
Publisher: name: Zenodo
Year: 2008
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Psocodea
Caeciliusidae
Maoripsocus

description: Maoripsocus Tillyard    Maoripsocus Tillyard, 1923: 191. Type species: Maoripsocus semifuscatus Tillyard.
description: Published as part of Schmidt, Evan R. & New, Timothy R., 2008, The Psocoptera (Insecta) of Tasmania, Australia, pp. 71-152 in Memoirs of Museum Victoria 65 on page 88, DOI: 10.24199/j.mmv.2008.65.7, http://zenodo.org/record/12211502
sj-docx-2-ijs-10.1177_10668969231183631 - Supplemental material for Ovarian Mesonephric-Like Adenocarcinoma With Recurrent Liver Metastases: A Case Report with Analysis of Therapeutic Molecular Targets
Creators: name: Sugitani, Ayumi
name: Ogawa, Ayako
name: Yoshida, Hiroshi
name: Kobayashi-Kato, Mayumi
name: Kikkawa, Nao
name: Tanase, Yasuhito
name: Uno, Masaya
name: Ishikawa, Mitsuya
name: Kato, Tomoyasu
Publisher: name: SAGE Journals
Year: 2023
Subjects: subject: 111599 Pharmacology and Pharmaceutical Sciences not elsewhere classified
subject: FOS: Clinical medicine
subject: 110323 Surgery

description: Supplemental material, sj-docx-2-ijs-10.1177_10668969231183631 for Ovarian Mesonephric-Like Adenocarcinoma With Recurrent Liver Metastases: A Case Report with Analysis of Therapeutic Molecular Targets by Ayumi Sugitani, Ayako Ogawa, Hiroshi Yoshida, Mayumi Kobayashi-Kato, Nao Kikkawa, Yasuhito Tanase, Masaya Uno, Mitsuya Ishikawa and Tomoyasu Kato in International Journal of Surgical Pathology
sj-docx-1-cjk-10.1177_20543581231169610 – Supplemental material for Development and Validation of a Predictive Risk Algorithm for Bleeding in Individuals on Long-term Hemodialysis: An International Prospective Cohort Study (BLEED-HD)
Creators: name: Madken, Mohit
name: Mallick, Ranjeeta
name: Rhodes, Emily
name: Mahdavi, Roshanak
name: Bader Eddeen, Anan
name: Hundemer, Gregory L.
name: Kelly, Dearbhla M.
name: Karaboyas, Angelo
name: Robinson, Bruce
name: Bieber, Brian
name: Molnar, Amber O.
name: Badve, Sunil V.
name: Tanuseputro, Peter
name: Knoll, Gregory
name: Sood, Manish M.
Publisher: name: SAGE Journals
Year: 2023
Subjects: Medicine

description: Supplemental material, sj-docx-1-cjk-10.1177_20543581231169610 for Development and Validation of a Predictive Risk Algorithm for Bleeding in Individuals on Long-term Hemodialysis: An International Prospective Cohort Study (BLEED-HD) by Mohit Madken, Ranjeeta Mallick, Emily Rhodes, Roshanak Mahdavi, Anan Bader Eddeen, Gregory L. Hundemer, Dearbhla M. Kelly, Angelo Karaboyas, Bruce Robinson, Brian Bieber, Amber O. Molnar, Sunil V. Badve, Peter Tanuseputro, Gregory Knoll and Manish M. Sood in Canadian Journal of Kidney Health and Disease
The use of guanfacine in the treatment of tics – a review
Creators: name: Svensson, Rikke
name: Skov, Liselotte
name: Debes, Nanette Mol
Publisher: name: F1000 Research Limited
Year: 2018

description: Review over the existing literature concerning the use of guanfacine in the treatment of tics. Included are four controlled clinical trials and randomized controlled trials. Results from the studies are contradictory.
sj-docx-1-cpa-10.1177_07067437231182570 - Supplemental material for Predictors of Physician Follow-Up Care Among Patients Affected by an Incident Mental Disorder Episode in Quebec (Canada)
Creators: name: Fleury, Marie-Josée
name: Rochette, Louis
name: Gentil, Lia
name: Grenier, Guy
name: Lesage, Alain
Publisher: name: SAGE Journals
Year: 2023
Subjects: classificationCode: 170199
subject: Psychology not elsewhere classified
classificationCode: 110319
subject: Psychiatry (incl. Psychotherapy)

description: Supplemental material, sj-docx-1-cpa-10.1177_07067437231182570 for Predictors of Physician Follow-Up Care Among Patients Affected by an Incident Mental Disorder Episode in Quebec (Canada) by Marie-Josée Fleury, Louis Rochette and Lia Gentil, Guy Grenier, Alain Lesage in The Canadian Journal of Psychiatry
Additional file 3 of Single-cell 3D genome structure reveals distinct human pluripotent states
Creators: name: Li, Niannian
name: Jin, Kairang
name: Liu, Bin
name: Yang, Mingzhu
name: Shi, PanPan
name: Heng, Dai
name: Wang, Jichang
name: Liu, Lin
Publisher: name: figshare
Year: 2024
Subjects: subject: Genetics
subject: FOS: Biological sciences

description: Additional file 3: Table S2. Gene List and Primer Information related the manuscript.
title: Kaiser Sigismund von Luxemburg und die Sechsstädte der Oberlausitz
Creators: name: Kaar, Alexandra
Year: 2010

description: Die vorliegende Arbeit zeichnet mittels Auswertung der urkundlichen Überlieferung die Beziehungen Sigismunds von Luxemburg zu den Sechsstädten der Oberlausitz nach. Die Autorin unternimmt dabei eine bisher für Sigismunds Regierung noch nicht erfolgte vergleichende Untersuchung der praktischen Umsetzung von Herrschaft durch landesherrliche Städte, wofür sie exemplarisch die Sechsbundstädte Bautzen, Görlitz, Zittau, Löbau, Lauban und Kamenz wählte. Ein erstes Kapitel stellt Quellenlage, Forschungsstand und Fragestellung sowie die historische Ausgangslage vor, worauf eine Analyse der Funktionen der Sechsstädte und ihrer Bürger für das Königtum bzw. derjenigen des Königtums für Städte und Bürger folgt. Das letzte Kapitel arbeitet die Träger der Kommunikation zwischen Landesherrn und Städten heraus und stellt diese in den Kontext des königlichen Hofes. Als Resultat ergibt sich eine differenzierte Bewertung der Rolle der Oberlausitz im politischen System Sigismunds. Die Autorin zeigt, wie die Beteiligten unter den Umständen einer „Herrschaft aus der Ferne“ versuchten, jeweils größtmöglichen Nutzen aus den phasenweise relativ intensiven Beziehungen zu ziehen. Besondere Bedeutung kommt dabei Sigismunds Rolle als Schiedsrichter und Legitimationsinstanz in lokalen Konkurrenz- und Konfliktsituationen zu. Die Zuschreibung dieser Funktionen ermöglichte es dem Herrscher seinerseits, die sechsstädtischen Ratsschichten als Instrumente seiner Herrschaft einzusetzen, ohne seine durch die Hussitenkriege begrenzten Ressourcen zu sehr zu belasten. Die angewendete Methodik erlaubte es weiters, die starke Anlassbezogenheit der Ausstellung königlicher Urkunden herauszuarbeiten, wodurch selbst für mutmaßliche motu-proprio-Handlungen des Herrschers ein komplexes Zusammenspiel mit den Urkundenempfängern aufgezeigt werden konnte. Damit erhärtet sich auch für die Oberlausitz der schon andernorts festgestellte Befund, dass von einer zielgerichteten „Städtepolitik“ Sigismunds nicht die Rede sein kann.
Additional file 4 of Single-cell 3D genome structure reveals distinct human pluripotent states
Creators: name: Li, Niannian
name: Jin, Kairang
name: Liu, Bin
name: Yang, Mingzhu
name: Shi, PanPan
name: Heng, Dai
name: Wang, Jichang
name: Liu, Lin
Publisher: name: figshare
Year: 2024
Subjects: subject: Genetics
subject: FOS: Biological sciences

description: Additional file 4. Review history.
sj-docx-2-mde-10.1177_23821205241229772 - Supplemental material for Understanding the Procedural Skills Needed in Rural Pediatric Practices: A Survey of Rural Pediatric Providers in the State of New Mexico
Creators: name: Chow, Christal P.
name: Hill, Deirdre A.
name: Dehority, Walter
name: Greene, E. Anne
Publisher: name: SAGE Journals
Year: 2024
Subjects: Education

description: Supplemental material, sj-docx-2-mde-10.1177_23821205241229772 for Understanding the Procedural Skills Needed in Rural Pediatric Practices: A Survey of Rural Pediatric Providers in the State of New Mexico by Christal P. Chow, Deirdre A. Hill, Walter Dehority and E. Anne Greene in Journal of Medical Education and Curricular Development
title: Gerichtsstand in Verbraucherangelegenheiten im Österreichischen und Europäischen Zivilprozessrecht
Creators: name: Van Husen, Norbert
Year: 2009

description: In Österreich werden Geschäfte zwischen einem Verbraucher und einem Unternehmer durch das KSchG (Konsumentenschutzgesetz) materiellrechtlich geschützt. Der zuständigkeitsrechtliche Schutz durch § 14 KSchG umfasst sämtliche Rechtsgeschäfte eines Verbrauchers. Die örtliche Zuständigkeit bestimmt sich aber nach dem allgemeinen Zuständigkeitssystem der JN (Jurisdiktionsnorm) und es werden zum Schutz des Verbrauchers nur Prorogationsverbote (Verbote zum Abschluss von Gerichtsstandsvereinbarungen) vorgesehen. In den meisten Fällen liegt der Gerichtsstand für Klagen gegen den Verbraucher bei dessen allgemeinem Gerichtsstand. Bei Klagen gegen den Unternehmer kann hingegen der Gerichtsstand auch weit entfernt sein. Bei der EuGVVO (Europäische Gerichtsstands- und Vollstreckungsverordnung) werden nicht alle Verbrauchergeschäfte zuständigkeitsrechtlich geschützt. Bei Teilzahlungskäufen und Darlehensverträgen ist der Schutz der Art 15 ff EuGVVO immer anzuwenden. Alle übrigen Rechtsgeschäfte sind nur dann geschützt, wenn der Vertragspartner des Verbrauchers im Wohnsitzstaat des Verbrauchers tätig geworden ist. Die Art 15 ff EuGVVO sehen einen Verbrauchergerichtsstand vor. Sowohl für Klagen des Unternehmers gegen den Verbraucher als auch für Klagen des Verbrauchers gegen den Unternehmer befindet sich der Gerichtsstand am Wohnsitz des Verbrauchers. Zur Verbesserung des Verbraucherschutzes in Österreich wird vom Verfasser ein Gesetzesvorschlag gemacht, der auch für Klagen des Verbrauchers gegen den Unternehmer einen Gerichtsstand am allgemeinen Gerichtsstand des Verbrauchers vorsieht. Für den europäischen Bereich wird vom Verfasser ein Gesetzesvorschlag gemacht, der eine Heilung einer Unzuständigkeit zu Lasten des Verbrauchers ohne entsprechende Belehrung des Verbrauchers ausschließt.
sj-docx-2-mde-10.1177_23821205241229774 - Supplemental material for Pediatric Intersession: An Upfront Flipped-Classroom Curriculum to Promote Pediatric Clerkship Readiness
Creators: name: Congdon, Morgan
name: Goldstein, Laura
name: Maletsky, Kristin D.
name: Craven, Meghan
name: Rose, Stacey
name: Devon, Erin Pete
Publisher: name: SAGE Journals
Year: 2024
Subjects: Education

description: Supplemental material, sj-docx-2-mde-10.1177_23821205241229774 for Pediatric Intersession: An Upfront Flipped-Classroom Curriculum to Promote Pediatric Clerkship Readiness by Morgan Congdon, Laura Goldstein, Kristin D. Maletsky, Meghan Craven, Stacey Rose and Erin Pete Devon in Journal of Medical Education and Curricular Development