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Rozprawy doktorskie na temat „Philosophy in big science”

Autor: Grafiati

Data publikacji: 3 czerwca 2025

Data aktualizacji: 31 lipca 2025

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1

Cejnarova, Andrea. "Complexity of the big and small." Thesis, Link to the online version, 2005. http://hdl.handle.net/10019/994.

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Sachse, Christian. "Reductionism in the philosophy of science." Frankfurt, M. [i.e. Heusenstamm] Paris Ebikon Lancaster New Brunswick Ontos-Verl, 2007. http://deposit.d-nb.de/cgi-bin/dokserv?id=2922502&prov=M&dok_var=1&dok_ext=htm.

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3

Mooney, Ryan E. "Guiding “Big Science:” Competing Agency of Scientists and Funding Organizations in American Cold War Research." Youngstown State University / OhioLINK, 2015. http://rave.ohiolink.edu/etdc/view?acc_num=ysu1444054145.

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Stamm, Emma. "Hallucinating Facts: Psychedelic Science and the Epistemic Power of Data." Diss., Virginia Tech, 2020. http://hdl.handle.net/10919/97368.

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This dissertation is a theoretical study of the relationship between digitality, knowledge, and power in the age of Big Data. My argument is that human medical research on psychedelic substances supports a critique of what I call "the data episteme." I use "episteme" in the sense developed by philosopher Michel Foucault, where the term describes an apparatus for determining the properties associated with the epistemic condition of scientificity. I write that the data episteme suppresses bodies of knowledge which do not bear the epistemic virtues associated with digital data. These include but

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5

梁志強 and Chi-keung Danny Leung. "Historical and constructive philosophies of science: Kuhn, Bachelard and Canguilhem." Thesis, The University of Hong Kong (Pokfulam, Hong Kong), 1999. http://hub.hku.hk/bib/B31223047.

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6

Borda, Mara. "Knowledge, science, religion philosophy as a critical alternative to metaphysics." Würzburg Königshausen und Neumann, 2003. http://deposit.d-nb.de/cgi-bin/dokserv?id=2868028&prov=M&dok_var=1&dok_ext=htm.

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7

Cheung, Chi-wai, and 張志偉. "Museum of Chinese Science and Technology." Thesis, The University of Hong Kong (Pokfulam, Hong Kong), 1996. http://hub.hku.hk/bib/B31982712.

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8

Nilsson, Johan, and Julia Scheiding. "The Big Five och Politik: En psykologisk undersökning om personlighet, studieval och politisk inställning." Thesis, Linnéuniversitetet, Institutionen för psykologi (PSY), 2021. http://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-101260.

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Syftet med denna studie var att kartlägga skillnader mellan kvinnor och mäns politiskaställningstagande. Samt att undersöka om det skiljer sig i personlighetsdragen Openness ochConscientiouness, (the Big Five) mellan personer som studerar inom teknik eller humaniora. Även om personlighetsfaktorerna Openness och Conscientiousness har effekt på politiskidentifiering. Studien utgår från en kvantitativ metod vars data inhämtades i enenkätundersökning. Totalt deltog 110 personer vars deltagande efterfrågades inom olika utbildning och yrkesgrupper inom humanism och teknik på den sociala plattformen

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9

Lane, Charles Dennison. "People's war and the United States in southeast Asia: a study in social philosophy." Thesis, The University of Hong Kong (Pokfulam, Hong Kong), 1994. http://hub.hku.hk/bib/B31233648.

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10

周昭德 and Chiu-tak Chow. "The common good and the state: explorations of Thomas Hill Green's political philosophy." Thesis, The University of Hong Kong (Pokfulam, Hong Kong), 1998. http://hub.hku.hk/bib/B31215166.

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11

Fratesi, Sarah Elizabeth. "The Virtual Landscape of Geological Information Topics, Methods, and Rhetoric in Modern Geology." [Tampa, Fla] : University of South Florida, 2008. http://purl.fcla.edu/usf/dc/et/SFE0002777.

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12

Omarjee, Ismaël. "Aspects de la relation entre science de l'univers et spiritualité dans l'histoire de la pensée : Isaac Newton et Georges Lemaître. La quête de la vérité." Phd thesis, Université Paris-Diderot - Paris VII, 2010. http://tel.archives-ouvertes.fr/tel-00991210.

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La question de la réalité, de la nature et du rôle de la relation entre science de l'univers et spiritualité dans l'oeuvre de connaissance scientifique, plus généralement dans l'histoire de la pensée, motive le présent travail. Afin de traiter cette question, l'auteur a choisi d'étudier la pensée de deux savants spiritualistes : Isaac Newton et Georges Lemaître, qui façonnent deux moments majeurs de l'histoire des sciences, celui de la fondation de la mécanique céleste, creuset de la science moderne, et celui de la fondation de la cosmologie moderne, lieu d'une définition radicalement nouvelle

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13

Han, Rui, and 韩锐. "Luck egalitarianism: criticisms and alternatives." Thesis, The University of Hong Kong (Pokfulam, Hong Kong), 2009. http://hub.hku.hk/bib/B4413826X.

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14

Esfeld, Michael. "Philosophie des sciences : une introduction /." Lausanne : Presses polytechniques et universitaires romandes, 2006. http://opac.nebis.ch/cgi-bin/showAbstract.pl?u20=9782880747312.

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15

D'AMBROSIO, SASHA. "SLEEPING WHILE AWAKE: A NEUROPHYSIOLOGICAL INVESTIGATION ON SLEEP DURING WAKEFULNESS." Doctoral thesis, Università degli Studi di Milano, 2020. http://hdl.handle.net/2434/707369.

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Il sonno e la veglia vengono comunemente considerati come due stati distinti. L’alternanza tra essi, la cui presenza è stata dimostrata in ogni specie animale studiata fino ad oggi, sembra essere una delle caratteristiche che definisce la nostra vita. Allo stesso tempo, però, le scoperte portate alla luce negli ultimi decenni hanno offuscato i confini tra questi due stati. I meccanismi del sonno hanno sempre affascinato i neurofisiologi, che infatti, nell’ultimo secolo, li hanno caratterizzati in dettaglio: ora sappiamo che all’attività del sonno sottostà una specifica attività neuronale chiam

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16

Lewis, Jonathan Robert. "Japanese policymaking for international big science projects." Thesis, University of Sheffield, 1997. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.268262.

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Shen, Fangfei S. M. Massachusetts Institute of Technology. "Money for the big eyes." Thesis, Massachusetts Institute of Technology, 2012. http://hdl.handle.net/1721.1/77472.

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Thesis (S.M. in Science Writing)--Massachusetts Institute of Technology, Dept. of Humanities, Graduate Program in Science Writing, 2012.<br>Cataloged from PDF version of thesis.<br>Includes bibliographical references (p. 45-49).<br>Since ancient civilization, humanity has kept its eyes on the heavens, and the invention of telescopes has only increased its scrutiny. As astronomers strive to see the universe with increasing clarity, telescopes have been getting bigger, better, and more expensive. The astronomy community is currently preparing for the next generation of ground-based optical teles

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18

Pujol, Priego Laia. "At the crossroads of big science, open science, and technology transfer." Doctoral thesis, Universitat Ramon Llull, 2020. http://hdl.handle.net/10803/669220.

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Les grans infraestructures científiques s’enfronten a demandes creixents de responsabilitat pública, no només per la seva contribució al descobriment científic, sinó també per la seva capacitat de generar valor econòmic secundari. Per construir i operar les seves infraestructures sofisticades, sovint generen tecnologies frontereres dissenyant i construint solucions tècniques per a problemes d’enginyeria complexos i sense precedents. En paral·lel, la dècada anterior ha presenciat la ràpida irrupció de canvis tecnològics que han afectat la manera com es fa i es comparteix la ciència, cosa que ha

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19

Islam, Md Zahidul. "A Cloud Based Platform for Big Data Science." Thesis, Linköpings universitet, Programvara och system, 2014. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-103700.

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With the advent of cloud computing, resizable scalable infrastructures for data processing is now available to everyone. Software platforms and frameworks that support data intensive distributed applications such as Amazon Web Services and Apache Hadoop enable users to the necessary tools and infrastructure to work with thousands of scalable computers and process terabytes of data. However writing scalable applications that are run on top of these distributed frameworks is still a demanding and challenging task. The thesis aimed to advance the core scientific and technological means of managin

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Cheelangi, Madhusudan. "Result Distribution in Big Data Systems." Thesis, University of California, Irvine, 2013. http://pqdtopen.proquest.com/#viewpdf?dispub=1539891.

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<p> We are building a Big Data Management System (BDMS) called <b>AsterixDB </b> at UCI. Since AsterixDB is designed to operate on large volumes of data, the results for its queries can be potentially very large, and AsterixDB is also designed to operate under high concurency workloads. As a result, we need a specialized mechanism to manage these large volumes of query results and deliver them to the clients. In this thesis, we present an architecture and an implementation of a new result distribution framework that is capable of handling large volumes of results under high concurency workload

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21

Pennacchioli, Diego. "Big data, complex networks and markets." Thesis, IMT Alti Studi Lucca, 2014. http://e-theses.imtlucca.it/139/1/Pennacchioli_phdthesis.pdf.

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This thesis is focused on the study of new techniques of analysis coming from diverse fields (Complex Networks Analysis, Data Mining, and Big Data). Main aim is to better understand systems characterized by a high level of complexity. Markets are the chosen application scenario. In these complex systems, to find the right balance between the forces of demand and supply is very challenging, especially considering that they are characterized by imperfect but massive and fast information. In this context, the thesis presents approaches to face several open questions: how to find the general patt

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22

Benton, Christine S. "Corridors in Conservation and Philosophy." Thesis, University of North Texas, 2003. https://digital.library.unt.edu/ark:/67531/metadc4346/.

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My thesis focuses on philosophical themes implicit in corridor conservation, using the Big Thicket National Preserve as an example. The way in which corridors, boundaries and communities are ambiguous, as both limits and connections, is dealt with. Corridor-patch matrices assemble ecological and human groups into temporary communities, often with conflicting interests. Such constellations foreground how a foreigner's boundary crossing is a notion important to both conservation and a philosophical study of being, seen as being always in relation with otherness. In this context, the notion of fo

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23

Neagu, Daniel, and A.-N. Richarz. "Big data in predictive toxicology." Royal Society of Chemistry, 2019. http://hdl.handle.net/10454/17603.

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No<br>The rate at which toxicological data is generated is continually becoming more rapid and the volume of data generated is growing dramatically. This is due in part to advances in software solutions and cheminformatics approaches which increase the availability of open data from chemical, biological and toxicological and high throughput screening resources. However, the amplified pace and capacity of data generation achieved by these novel techniques presents challenges for organising and analysing data output. Big Data in Predictive Toxicology discusses these challenges as well as the

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24

Yates, Andrew. "The Topology of Shared Concepts in Big Content." The Ohio State University, 2014. http://rave.ohiolink.edu/etdc/view?acc_num=osu1409024350.

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25

Wang, Jiayin. "Building Efficient Large-Scale Big Data Processing Platforms." Thesis, University of Massachusetts Boston, 2017. http://pqdtopen.proquest.com/#viewpdf?dispub=10262281.

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<p> In the era of big data, many cluster platforms and resource management schemes are created to satisfy the increasing demands on processing a large volume of data. A general setting of big data processing jobs consists of multiple stages, and each stage represents generally defined data operation such as ltering and sorting. To parallelize the job execution in a cluster, each stage includes a number of identical tasks that can be concurrently launched at multiple servers. Practical clusters often involve hundreds or thousands of servers processing a large batch of jobs. Resource management,

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26

Ekanayake, Saliya. "Towards a systematic study of big data performance and benchmarking." Thesis, Indiana University, 2016. http://pqdtopen.proquest.com/#viewpdf?dispub=10195564.

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<p> Big data queries are increasing in complexity and the performance of data analytics is of growing importance. To this end, Big Data on high-performance computing (HPC) infrastructure is becoming a pathway to high-performance data analytics. The state of performance studies on this convergence between Big Data and HPC, however, is limited and ad hoc. A systematic performance study is thus timely and forms the core of this research. </p><p> This thesis investigates the challenges involved in developing Big Data applications with significant computations and strict latency guarantees on mul

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Chen, Guo. "Implementation of Cumulative Probability Models for Big Data." Case Western Reserve University School of Graduate Studies / OhioLINK, 2021. http://rave.ohiolink.edu/etdc/view?acc_num=case1619624862283514.

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Mattasantharam, R. (Rubini). "3D web visualization of continuous integration big data." Master's thesis, University of Oulu, 2018. http://urn.fi/URN:NBN:fi:oulu-201812063239.

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Continuous Integration (CI) is a practice that is used to automate the software build and its test for every code integration to a shared repository. CI runs thousands of test scripts every day in a software organization. Every test produces data which can be test results logs such as errors, warnings, performance measurements and build metrics. This data volume tends to grow at unprecedented rates for the builds that are produced in the Continuous Integration (CI) system. The amount of the integrated test results data in CI grows over time. Visualizing and manipulating the real time and dynam

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Lockwood, Svetlana. "Applications and extensions of pClust to big microbial proteomic data." Thesis, Washington State University, 2016. http://pqdtopen.proquest.com/#viewpdf?dispub=10139743.

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<p> The goal of biological sciences is to understand the biomolecular mechanics of living organisms. Proteins serve as the foundation for organisms functional analysis and sequence analysis has shown to be invaluable in answering questions about individual organisms. The first step in any sequence analysis is alignment and it is common that even modestly sized studies involve hundreds of thousands of protein sequences. </p><p> In multigenome studies, the time consideration for sequence alignment becomes paramount and heuristic algorithms are frequently used sacrificing accuracy for speedup.

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Irvine, Elizabeth. "Consciousness science : a science of what?" Thesis, University of Edinburgh, 2011. http://hdl.handle.net/1842/9816.

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While the search for scientific measures, models and explanations of consciousness is currently a growing area of research, this thesis identifies a series of methodological problems with the field that suggest that ‘consciousness’ is not in fact a viable scientific concept. This eliminativist stance is supported by assessing the current theories and methods of consciousness science on their own grounds, and by applying frameworks and criteria for ‘good’ scientific practice from philosophy of science. A central problem consists in the way that qualitative difference and dissociation paradigms

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31

Jones, Scott R., and University of Lethbridge Faculty of Arts and Science. "Critical realist philosophy for science." Thesis, Lethbridge, Alta. : University of Lethbridge, Faculty of Arts and Science, 2002, 2002. http://hdl.handle.net/10133/184.

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This paper considers the philosophy of science that is central to Critical Realism (CR). Following a discussion of the foundational transcendental arguments of the movement, it reviews stratification, emergence, and the possibility of a unity between the natural and the social sciences. CR is broadly contrasted with other versions of scientific realism, empiricism, and idealism. the philosophy of psychology is considered as a test case in which critical realism can be demonstrated to be a workable theory of science. Specifically, a theory is propsed of social psychology that would be scientifi

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Mwamba, Tchafu. "Michael Polanyi's philosophy of science /." Lewiston (N.Y.) ; Lampeter : Edwin Mellen press, 2001. http://catalogue.bnf.fr/ark:/12148/cb38802840s.

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VAN, DONGEN NOAH N'DJAYE NIKOLAI. "Methods and Philosophy: Doing Science." Doctoral thesis, Università degli studi di Genova, 2021. http://hdl.handle.net/11567/1038249.

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The purpose of this dissertation can be summarized as small set of modest attempts to contribute to improving scientific practice. Each of these attempts was geared towards either increasing understanding of a particular problem or making a contribution to how science can be practiced. The general focus was on philosophical nuance while remaining methodologically practicable. The five papers contained in this dissertation are both methodologically and philosophically diverse. The first three (Chapters 2 through 4) are more empirical in nature and are focused on understanding and evaluating how

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Chen, Wei. "Light-Weight Virtualization Driven Runtimes for Big Data Applications." Thesis, University of Colorado Colorado Springs, 2019. http://pqdtopen.proquest.com/#viewpdf?dispub=13862451.

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<p> Datacenters are evolving to host heterogeneous Big Data workloads on shared clusters to reduce the operational cost and achieve higher resource utilization. However, it is challenging to schedule heterogeneous workloads with diverse resource requirements and QoS constraints. For example, when consolidating latency critical jobs and best-effort batch jobs in the same cluster, latency critical jobs may suffer from long queuing delay if their resource requests cannot be met immediately; while best-effort jobs would suffer from killing overhead when preempted. Moreover, resource contention may

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McPhail, Diane. "Area : the big cover-up." Thesis, View thesis, 2007. http://handle.uws.edu.au:8081/1959.7/27435.

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The research problem reported in this thesis is an investigation of the teaching and learning of area measurement in the early years of school. Research indicates that children confuse the measurement of area and perimeter and also the use of linear and two-dimensional units of measure. The first phase of the study investigated the knowledge and skills which underpin an understanding of the L x B formula for calculating rectangular area. Those factors were used to plan a teaching program of four lessons for Year 1 and Year 2 children, focusing on: establishing the attribute of area; making, de

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Al-Hashemi, Idrees Yousef. "Applying data mining techniques over big data." Thesis, Boston University, 2013. https://hdl.handle.net/2144/21119.

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Thesis (M.S.C.S.) PLEASE NOTE: Boston University Libraries did not receive an Authorization To Manage form for this thesis or dissertation. It is therefore not openly accessible, though it may be available by request. If you are the author or principal advisor of this work and would like to request open access for it, please contact us at open-help@bu.edu. Thank you.<br>The rapid development of information technology in recent decades means that data appear in a wide variety of formats — sensor data, tweets, photographs, raw data, and unstructured data. Statistics show that there were 800,000

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MacLean, Erin L. "Reducing Employee Turnover in the Big Four Public Accounting Firms." Scholarship @ Claremont, 2013. http://scholarship.claremont.edu/cmc_theses/745.

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Employee turnover is extremely costly to any business in terms of training costs and loss of pertinent knowledge and experience. This paper explores the contributors to the high rates of employee turnover seen in public accounting by focusing on the Big Four accounting firms, Deloitte, EY, KPMG, and PricewaterhouseCoopers. Employee retention is a factor of corresponding employee motivation, as seen through the analysis of popular motivational theories and their applications to a career in public accounting. This paper also delves into the possible contributors to the differences in retention r

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Abidi, Faiz Abbas. "Remote High Performance Visualization of Big Data for Immersive Science." Thesis, Virginia Tech, 2017. http://hdl.handle.net/10919/78210.

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Remote visualization has emerged as a necessary tool in the analysis of big data. High-performance computing clusters can provide several benefits in scaling to larger data sizes, from parallel file systems to larger RAM profiles to parallel computation among many CPUs and GPUs. For scalable data visualization, remote visualization tools and infrastructure is critical where only pixels and interaction events are sent over the network instead of the data. In this paper, we present our pipeline using VirtualGL, TurboVNC, and ParaView to render over 40 million points using remote HPC clusters and

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MANDRACCIO, LUIGI. "Big Science. Architettura e strutture speciali per la ricerca scientifica." Doctoral thesis, Università degli studi di Genova, 2021. http://hdl.handle.net/11567/1058492.

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Le nuove scoperte scientifiche sono connesse sempre più spesso a dispositivi fuori dal comune e a programmi di ricerca impostati sul principio della cooperazione internazionale. Gli investimenti in Research & Development sono in crescita in tutto il mondo – secondo l’Unesco Science Report 2021 – e riguardano in misura sempre maggiore queste due direttrici: gli sforzi delle singole nazioni rientrano in un quadro di iniziative sempre più ampio, quale soluzione per sostenerne i costi altrimenti proibitivi – non solo economici, ma anche rispetto all’impegno delle comunità scientifiche dei rice

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40

Wang, Zhenwu. "Tradition in science." Thesis, University of Ottawa (Canada), 1995. http://hdl.handle.net/10393/9927.

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Thomas Kuhn's "The Structure of Scientific Revolutions" got people to pay attention to tradition in science. This thesis considers how what Kuhn says about paradigms is closely linked with the idea of science as involving tradition. Kuhn takes paradigms to be a source of coherence in scientific traditions and the carrier of them, i.e., in normal science traditions are embodied in paradigms and hence maintained by them. I argue that when Kuhn emphasizes the priority of paradigms, he is actually emphasizing the role of tradition in normal science. I suggest that Kuhn's discussion about the prior

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41

Ma, Chao. "Implementing Graph Based Parallel Computation of Big Taxi Trajectory Data." Kent State University / OhioLINK, 2015. http://rave.ohiolink.edu/etdc/view?acc_num=kent1442683650.

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Yao, Bo. "A Big Bang Big Crunch Type-2 fuzzy logic system for machine vision-based event detection and summarization in real-world ambient assisted living." Thesis, University of Essex, 2015. http://repository.essex.ac.uk/15344/.

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The recent years have witnessed the prevalence and abundance of vision sensors in various applications such as security surveillance, healthcare and Ambient Assisted Living (AAL) among others. This is so as to realize intelligent environments which are capable of detecting users’ actions and gestures so that the needed services can be provided automatically and instantly to maximize user comfort and safety as well as to minimize energy. However, it is very challenging to automatically detect important events and human behaviour from vision sensors and summarize them in real time. This is due t

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43

Brown, Matthew J. "Science and experience a Deweyan pragmatist philosophy of science /." Diss., [La Jolla] : University of California, San Diego, 2009. http://wwwlib.umi.com/cr/ucsd/fullcit?p3359062.

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Thesis (Ph. D.)--University of California, San Diego, 2009.<br>Title from first page of PDF file (viewed July 14, 2009). Available via ProQuest Digital Dissertations. Vita. Includes bibliographical references (p. 224-232) and index.

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Culpin, David. "Philosophy and Science : The Place of Philosophy and Science in the Development of Knowledge and Understanding." Thesis, The University of Sydney, 2005. http://hdl.handle.net/2123/1118.

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This thesis examines the roles played by philosophy and science in the development of knowl-edge and understanding from ancient times to the present day. It is maintained that the sole contributor to this development has been science, philosophy for the most part acting as an impediment, contrary to the philosophically inspired myth that philosophy lays the groundwork for science, and consonant with the suspicions of most scientists who give thought to the matter. This thesis is expounded from two perspectives, the historical and the analytic. From the historical perspective, Part I of the th

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Culpin, David. "Philosophy and Science : The Place of Philosophy and Science in the Development of Knowledge and Understanding." University of Sydney, 2005. http://hdl.handle.net/2123/1118.

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Master of Philosophy<br>This thesis examines the roles played by philosophy and science in the development of knowl-edge and understanding from ancient times to the present day. It is maintained that the sole contributor to this development has been science, philosophy for the most part acting as an impediment, contrary to the philosophically inspired myth that philosophy lays the groundwork for science, and consonant with the suspicions of most scientists who give thought to the matter. This thesis is expounded from two perspectives, the historical and the analytic. From the historical perspe

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Wilson, David S. "Correlated Sample Synopsis on Big Data." Youngstown State University / OhioLINK, 2018. http://rave.ohiolink.edu/etdc/view?acc_num=ysu1544264480082086.

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Anzola, David. "The philosophy of computational social science." Thesis, University of Surrey, 2015. http://epubs.surrey.ac.uk/808102/.

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The thesis is a collection of six stand-alone chapters aimed at setting the foundations for the philosophy of computational social science. Agent-based modelling has been used for social research since the nineties. While at the beginning it was simply conceived as a methodological alternative, recently, the notion of ‘computational social science’ has started to be used to denote a separate disciplinary field. There are important differences with mainstream social science and traditional social research. Yet, the literature in the field has not accounted for these differences. Computational s

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Ward, Laura Aline. "Objectivity in Feminist Philosophy of Science." Thesis, Virginia Tech, 2004. http://hdl.handle.net/10919/36098.

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Feminist philosophy of science has long been considered a fringe element of philosophy of science as a whole. A careful consideration of the treatment of the key concept of objectivity by such philosophical heavyweights as Thomas Kuhn and Karl Popper, followed by an analysis of the concept of objectivity with the work of such feminist philosophers of science as Donna Haraway, Lynn Hankinson Nelson, and Sandra Harding, reveals that feminist philosophers of science are not members of some fringe movement of philosophy of science, but rather are doing philosophical work which is both crucial and

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Elkin, Lauren S. "Predicting Diffusion of Contagious Diseases Using Social Media Big Data." Case Western Reserve University School of Graduate Studies / OhioLINK, 2015. http://rave.ohiolink.edu/etdc/view?acc_num=case1408978084.

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Moran, Andrew M. Eng Massachusetts Institute of Technology. "Improving big data visual analytics with interactive virtual reality." Thesis, Massachusetts Institute of Technology, 2016. http://hdl.handle.net/1721.1/105972.

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Thesis: M. Eng., Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science, 2016.<br>This electronic version was submitted by the student author. The certified thesis is available in the Institute Archives and Special Collections.<br>Cataloged from student-submitted PDF version of thesis.<br>Includes bibliographical references (pages 80-84).<br>For decades, the growth and volume of digital data collection has made it challenging to digest large volumes of information and extract underlying structure. Coined 'Big Data', massive amounts of information has

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