Книги: "Network data representation"

1

service), SpringerLink (Online, ed. Guide to Computer Network Security. 2nd ed. London: Springer London, 2013.

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2

Hill, Richard. Guide to Cloud Computing: Principles and Practice. London: Springer London, 2013.

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3

Varlamov, Oleg. Mivar databases and rules. ru: INFRA-M Academic Publishing LLC., 2021. http://dx.doi.org/10.12737/1508665.

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The multidimensional open epistemological active network MOGAN is the basis for the transition to a qualitatively new level of creating logical artificial intelligence. Mivar databases and rules became the foundation for the creation of MOGAN. The results of the analysis and generalization of data representation structures of various data models are presented: from relational to "Entity — Relationship" (ER-model). On the basis of this generalization, a new model of data and rules is created: the mivar information space "Thing-Property-Relation". The logic-computational processing of data in this new model of data and rules is shown, which has linear computational complexity relative to the number of rules. MOGAN is a development of Rule - Based Systems and allows you to quickly and easily design algorithms and work with logical reasoning in the "If..., Then..." format. An example of creating a mivar expert system for solving problems in the model area "Geometry"is given. Mivar databases and rules can be used to model cause-and-effect relationships in different subject areas and to create knowledge bases of new-generation applied artificial intelligence systems and real-time mivar expert systems with the transition to"Big Knowledge". The textbook in the field of training "Computer Science and Computer Engineering" is intended for students, bachelors, undergraduates, postgraduates studying artificial intelligence methods used in information processing and management systems, as well as for users and specialists who create mivar knowledge models, expert systems, automated control systems and decision support systems. Keywords: cybernetics, artificial intelligence, mivar, mivar networks, databases, data models, expert system, intelligent systems, multidimensional open epistemological active network, MOGAN, MIPRA, KESMI, Wi!Mi, Razumator, knowledge bases, knowledge graphs, knowledge networks, Big knowledge, products, logical inference, decision support systems, decision-making systems, autonomous robots, recommendation systems, universal knowledge tools, expert system designers, logical artificial intelligence.

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4

Laszlo, Berke, Murthy P. L. N, and United States. National Aeronautics and Space Administration., eds. Material data representation of hysteresis loops for Hastelloy X using artificial neural networks. [Washington, DC]: National Aeronautics and Space Administration, 1994.

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5

Laszlo, Berke, Murthy P. L. N, and United States. National Aeronautics and Space Administration., eds. Material data representation of hysteresis loops for Hastelloy X using artificial neural networks. [Washington, DC]: National Aeronautics and Space Administration, 1994.

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6

Brath, Richard Karl. Effective information visualization guidelines and metrics for 3D interactive representations of business data. [Toronto]: Brath, 1999.

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7

S, Drew Mark, ed. Fundamentals of multimedia. Upper Saddle River, NJ: Pearson Prentice Hall, 2004.

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8

Riaño, David. Knowledge Representation for Health-Care: ECAI 2010 Workshop KR4HC 2010, Lisbon, Portugal, August 17, 2010, Revised Selected Papers. Berlin, Heidelberg: Springer Berlin Heidelberg, 2011.

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9

Diagrams 2010 (2010 Portland, Or.). Diagrammatic representation and inference: 6th international conference, Diagrams 2010, Portland, OR, USA, August 9-11, 2010 : proceedings. Berlin: Springer, 2010.

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10

Gerhard, Friedrich, Gottlob Georg, Katzenbeisser Stefan, Turán György, and SpringerLink (Online service), eds. SOFSEM 2012: Theory and Practice of Computer Science: 38th Conference on Current Trends in Theory and Practice of Computer Science, Špindlerův Mlýn, Czech Republic, January 21-27, 2012. Proceedings. Berlin, Heidelberg: Springer Berlin Heidelberg, 2012.

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11

Lenz, Richard. Process Support and Knowledge Representation in Health Care: BPM 2012 Joint Workshop, ProHealth 2012/KR4HC 2012, Tallinn, Estonia, September 3, 2012, Revised Selected Papers. Berlin, Heidelberg: Springer Berlin Heidelberg, 2013.

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12

Swamy, Punitha P. Multimedia Processing, Communication and Computing Applications: Proceedings of the First International Conference, ICMCCA, 13-15 December 2012. India: Springer India, 2013.

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13

Summer School on Reasoning Web (6th 2010 Dresden, Germany). Reasoning Web: Semantic technologies for software engineering : 6th International Summer School 2010, Dresden, Germany, August 30 - September 3, 2010 : tutorial lectures. Berlin: Springer, 2010.

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14

Furht, Borko, and Armando Escalante. Handbook of Data Intensive Computing. Springer, 2011.

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15

Lake, Peter, Richard Hill, and Laurie Hirsch. Guide to Cloud Computing. Springer, 2012.

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16

Lake, Peter, Richard Hill, Laurie Hirsch, and Siavash Moshiri. Guide to Cloud Computing: Principles and Practice. Springer, 2014.

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17

Smeets, Roel. Character Constellations. Leuven University Press, 2021. http://dx.doi.org/10.11116/9789461664129.

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Fiction has a major social impact, not least because it co-shapes the image that society has of various social groups. Drawing on a collection of 170 contemporary Dutch-language novels, Character Constellations presents a range of data-driven, statistical models to study depictions of characters in terms of gender, race, ethnicity, class, age, sexuality, and other identity categories. Incorporating the tools of network analysis, each chapter highlights an aspect of fictional social networks that affects the representation of social groups: their centrality, their communities, and their conflicts. While reading individual novels in light of emerging statistical patterns, combining the formal methods of social network analysis with the interpretive tools of narratology, this study shows how central societal themes such as (in)equality and emancipation, integration and segregation, and social mobility and class struggle are foregrounded, replicated, or distorted in the Dutch novel. Showcasing what character-based critiques of literary representation gain by integrating data-driven methods into the practice of critical close reading, Character Constellations contributes to societal debates on cultural representation and identity and the role fiction and art have in those debates.

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18

Smeets, Roel. Character Constellations. Leuven University Press, 2021. http://dx.doi.org/10.11116/9789461664136.

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Fiction has a major social impact, not least because it co-shapes the image that society has of various social groups. Drawing on a collection of 170 contemporary Dutch-language novels, Character Constellations presents a range of data-driven, statistical models to study depictions of characters in terms of gender, race, ethnicity, class, age, sexuality, and other identity categories. Incorporating the tools of network analysis, each chapter highlights an aspect of fictional social networks that affects the representation of social groups: their centrality, their communities, and their conflicts. While reading individual novels in light of emerging statistical patterns, combining the formal methods of social network analysis with the interpretive tools of narratology, this study shows how central societal themes such as (in)equality and emancipation, integration and segregation, and social mobility and class struggle are foregrounded, replicated, or distorted in the Dutch novel. Showcasing what character-based critiques of literary representation gain by integrating data-driven methods into the practice of critical close reading, Character Constellations contributes to societal debates on cultural representation and identity and the role fiction and art have in those debates.

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19

Squires, Lauren. English in Computer-Mediated Communication: Variation, Representation, and Change. de Gruyter GmbH, Walter, 2018.

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20

Squires, Lauren. English in Computer-Mediated Communication: Variation, Representation, and Change. De Gruyter, Inc., 2016.

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21

English in Computer-Mediated Communication: Variation, Representation, and Change. De Gruyter, Inc., 2016.

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22

Fleury, James, Bryan Hikari Hartzheim, and Stephen Mamber, eds. The Franchise Era. Edinburgh University Press, 2019. http://dx.doi.org/10.3366/edinburgh/9781474419222.001.0001.

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As Hollywood shifts towards the digital era, the role of the media franchise has become more prominent. Over a series of essays by a range of international scholars, this edited collection argues that the franchise is now an integral element of American media culture. As such, the collection explores the production, distribution, and marketing of franchises as a historical form of media-making. In particular, the essays analyze the complex industrial practice of managing franchises across interconnected online platforms with a global scope, presenting a network of scholarly texts that critically look at the collision of new and old industrial logics against an ever more fragmented and consolidated mediascape. The authors address how traditional incumbents like film studios and television networks have responded to the rise of big data, Silicon Valley companies like Facebook, Apple, Amazon, Netflix, and Google; the ways in which legacy franchises are adapting to new media platforms and technologies; the significant historical continuities and deviations in franchise-making and how they shape the representation of on-screen texts across digital displays; and, finally, how emerging media formats are expanding the possibility for transmedia experiences. In this regard, The Franchise Era: Managing Media in the Digital Economy offers an in-depth analysis of the tectonic shifts that have disrupted entertainment companies in the twenty-first century, demonstrating that the media franchise stands front and center in this high-stakes environment.

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23

Fundamentals of Multimedia. Pearson Education, Limited, 2003.

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24

Fundamentals of Multimedia. Springer International Publishing AG, 2014.

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25

Fundamentals of Multimedia. Springer, 2014.

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26

Trobia, Alberto, and Fabio M. Lo Verde. Italian Amateur Pop-Rock Musicians on Facebook. Edited by Roger Mantie and Gareth Dylan Smith. Oxford University Press, 2017. http://dx.doi.org/10.1093/oxfordhb/9780190244705.013.8.

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This chapter investigates how and why amateur musicians use social networking sites, employing a mixed-methods approach. Attention is focused on four big Italian Facebook communities of pop-rock musicians: drums, bass, guitar, and keyboard players (overall, 2,101 active users), analyzing the relational and textual data extracted from the web. The chapter analyzes the network structures emerging from the interactions among the users. It also identifies and maps the main areas of discussion (sound shaping, studio recording, marketplace, musical references, computer production, and relations) and the latent semantic dimension characterizing Facebook users’ activities, through social network analysis and lexical correspondence analysis. Meanings, values, aesthetics, and representations of amateur music making, emerging from the data, are framed within two orthogonal dimensions: theory versus praxis, and competence versus music production. The Italian singularity is then explained with respect to this space. Some theoretical conclusions are finally drawn.

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27

Resourceoriented Architecture Patterns For Webs Of Data. Morgan & Claypool, 2013.

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28

Sletten, Brian. Resource-Oriented Architecture Patterns for Webs of Data. Morgan & Claypool Publishers, 2013.

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29

Sletten, Brian. Resource-Oriented Architecture Patterns for Webs of Data. Springer International Publishing AG, 2013.

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30

Ślusarski, Marek. Metody i modele oceny jakości danych przestrzennych. Publishing House of the University of Agriculture in Krakow, 2017. http://dx.doi.org/10.15576/978-83-66602-30-4.

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The quality of data collected in official spatial databases is crucial in making strategic decisions as well as in the implementation of planning and design works. Awareness of the level of the quality of these data is also important for individual users of official spatial data. The author presents methods and models of description and evaluation of the quality of spatial data collected in public registers. Data describing the space in the highest degree of detail, which are collected in three databases: land and buildings registry (EGiB), geodetic registry of the land infrastructure network (GESUT) and in database of topographic objects (BDOT500) were analyzed. The results of the research concerned selected aspects of activities in terms of the spatial data quality. These activities include: the assessment of the accuracy of data collected in official spatial databases; determination of the uncertainty of the area of registry parcels, analysis of the risk of damage to the underground infrastructure network due to the quality of spatial data, construction of the quality model of data collected in official databases and visualization of the phenomenon of uncertainty in spatial data. The evaluation of the accuracy of data collected in official, large-scale spatial databases was based on a representative sample of data. The test sample was a set of deviations of coordinates with three variables dX, dY and Dl – deviations from the X and Y coordinates and the length of the point offset vector of the test sample in relation to its position recognized as a faultless. The compatibility of empirical data accuracy distributions with models (theoretical distributions of random variables) was investigated and also the accuracy of the spatial data has been assessed by means of the methods resistant to the outliers. In the process of determination of the accuracy of spatial data collected in public registers, the author’s solution was used – resistant method of the relative frequency. Weight functions, which modify (to varying degree) the sizes of the vectors Dl – the lengths of the points offset vector of the test sample in relation to their position recognized as a faultless were proposed. From the scope of the uncertainty of estimation of the area of registry parcels the impact of the errors of the geodetic network points was determined (points of reference and of the higher class networks) and the effect of the correlation between the coordinates of the same point on the accuracy of the determined plot area. The scope of the correction was determined (in EGiB database) of the plots area, calculated on the basis of re-measurements, performed using equivalent techniques (in terms of accuracy). The analysis of the risk of damage to the underground infrastructure network due to the low quality of spatial data is another research topic presented in the paper. Three main factors have been identified that influence the value of this risk: incompleteness of spatial data sets and insufficient accuracy of determination of the horizontal and vertical position of underground infrastructure. A method for estimation of the project risk has been developed (quantitative and qualitative) and the author’s risk estimation technique, based on the idea of fuzzy logic was proposed. Maps (2D and 3D) of the risk of damage to the underground infrastructure network were developed in the form of large-scale thematic maps, presenting the design risk in qualitative and quantitative form. The data quality model is a set of rules used to describe the quality of these data sets. The model that has been proposed defines a standardized approach for assessing and reporting the quality of EGiB, GESUT and BDOT500 spatial data bases. Quantitative and qualitative rules (automatic, office and field) of data sets control were defined. The minimum sample size and the number of eligible nonconformities in random samples were determined. The data quality elements were described using the following descriptors: range, measure, result, and type and unit of value. Data quality studies were performed according to the users needs. The values of impact weights were determined by the hierarchical analytical process method (AHP). The harmonization of conceptual models of EGiB, GESUT and BDOT500 databases with BDOT10k database was analysed too. It was found that the downloading and supplying of the information in BDOT10k creation and update processes from the analyzed registers are limited. An effective approach to providing spatial data sets users with information concerning data uncertainty are cartographic visualization techniques. Based on the author’s own experience and research works on the quality of official spatial database data examination, the set of methods for visualization of the uncertainty of data bases EGiB, GESUT and BDOT500 was defined. This set includes visualization techniques designed to present three types of uncertainty: location, attribute values and time. Uncertainty of the position was defined (for surface, line, and point objects) using several (three to five) visual variables. Uncertainty of attribute values and time uncertainty, describing (for example) completeness or timeliness of sets, are presented by means of three graphical variables. The research problems presented in the paper are of cognitive and application importance. They indicate on the possibility of effective evaluation of the quality of spatial data collected in public registers and may be an important element of the expert system.

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31

Sletten, Brian. Resource-Oriented Architecture Patterns for Webs of Data: An Introduction to PROV. Springer International Publishing AG, 2022.

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32

Li, Ze-Nian, Jiangchuan Liu, and Mark S. Drew. Fundamentals of Multimedia. Springer International Publishing AG, 2021.

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33

Li, Ze-Nian, Jiangchuan Liu, and Mark S. Drew. Fundamentals of Multimedia. Springer International Publishing AG, 2022.

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34

Li, Ze-Nian, Jiangchuan Liu, and Mark S. Drew. Fundamentals of Multimedia. Springer, 2016.

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35

Gisborne, Nikolas, and Andrew Hippisley, eds. Defaults in Morphological Theory. Oxford University Press, 2017. http://dx.doi.org/10.1093/oso/9780198712329.001.0001.

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Default-based analyses of linguistic data are most prevalent in morphological descriptions because morphology is pervaded by idiosyncrasy and irregularity, and defaults allow for a representation of the facts by construing regularity not as all or nothing but as a matter of degree. Defaults manifest themselves in a variety of ways in a group of morphological theories that have received much attention in the last few years, and whose main ideas and claims have been recently consolidated as important monographs. In May 2012 a workshop was convened at the University of Kentucky in Lexington to show-case default usage in four prominent theories of morphology. The presenters were key proponents of the theories, in most cases a theory’s author. The role of defaults was outlined in Construction Morphology, Network Morphology, Paradigm Function Morphology, and Word Grammar. With reference to these theories, as well as the lexical syntactic framework of HPSG, this book addresses questions about the role of defaults in the lexicon, including: (1) Does a defaults-based account of language have implications for the architecture of the grammar, particularly the proposal that morphology is an autonomous component? (2) How does a default differ from the canonical or prototypical in morphology? (3) Do defaults have a psychological basis? (4) How do defaults help us understand language as a sign-based system that is flawed, where the one to one association of form and meaning breaks down in the morphology?

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36

Makse, Todd, Scott Minkoff, and Anand Sokhey. Politics on Display. Oxford University Press, 2019. http://dx.doi.org/10.1093/oso/9780190926311.001.0001.

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Political yard signs are one of the most conspicuous features of American political campaigns, yet they have received little attention as a form of political communication or participation. In a climate in which the American public is highly polarized, these symbols are more than simple campaign tools—they are literal markers of partisan identity. As public cues that push into private life, they affect individuals and their neighborhoods, coloring perceptions of social spaces and impacting social networks. In Politics on Display we answer a series of questions about this familiar feature of electoral politics: Why do people put their preferences out there for the world to see? Do neighborhoods become political battlegrounds? And what are the consequences of displaying yard signs in these spaces where we spend most of our time? We answer these questions with an innovative research design, documenting political life in neighborhoods with complementary data sources: street-level observation of the placement of signs and neighborhood-specific survey research that delves into the attitudes, behavior, and social networks of residents. Integrating these data into a geo-database that also includes demographic and election data—and supplementing these data with nationally representative studies—we bring together insights from political communication, political psychology, and political geography. Against a backdrop of today’s political environment of conflict and division, we advance a new understanding of how citizens experience campaigns, why many still insist on airing their views in public, and what happens when social spaces become political spaces.

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37

Reasoning Web Semantic Technologies For The Web Of Data 7th International Summer School 2011 Galway Ireland August 2327 2011 Tutorial Lectures. Springer, 2011.

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38

Small, Mario Luis. Empirical Generalizability. Oxford University Press, 2017. http://dx.doi.org/10.1093/oso/9780190661427.003.0008.

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This chapter presents each of the book’s core empirical propositions about how much graduate students change, retain, develop, avoid, and make use of confidants and compares them with nationally representative data. Drawing on original surveys and recent findings from other national studies, it examines whether other populations make decisions about whom to talk to as the graduate students did. Among the most significant findings: the core discussion networks of people at all ages change most often as they experience transitions that alter those with whom they interact on a regular basis; people actually confide often in individuals they are not close to; people often avoid those they are close to; people are willing to forgo closeness for empathy; people will often confide in whomever is around. In general, while graduate students are unique, their decisions with respect to confiding in others are largely not.

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39

Gottlob, Georg, Maria Bielikova, and Gerhard Friedrich. SOFSEM 2012 : Theory and Practice of Computer Science: 38th Conference on Current Trends in Theory and Practice of Computer Science, Spindleruv Mlýn, Czech Republic, January 21-27, 2012, Proceedings. Springer, 2012.

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40

Plekhanov, Vladimir G. Isotope-Based Quantum Information. Springer, 2012.

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41

Rudolph, Sebastian, Pierre Marquis, Madalina Croitoru, and Gem Stapleton. Graph Structures for Knowledge Representation and Reasoning: 5th International Workshop, GKR 2017, Melbourne, VIC, Australia, August 21, 2017, Revised ... Springer, 2018.

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42

Rudolph, Sebastian, Pierre Marquis, Madalina Croitoru, and Gem Stapleton. Graph Structures for Knowledge Representation and Reasoning: 4th International Workshop, GKR 2015, Buenos Aires, Argentina, July 25, 2015, Revised ... Springer, 2016.

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43

Cochez, Michael, Sebastian Rudolph, Pierre Marquis, and Madalina Croitoru. Graph Structures for Knowledge Representation and Reasoning: 6th International Workshop, GKR 2020, Virtual Event, September 5, 2020, Revised Selected Papers. Springer International Publishing AG, 2021.

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44

Gonzales, Christophe, Sebastian Rudolph, Madalina Croitoru, and Stefan Woltran. Graph Structures for Knowledge Representation and Reasoning: Third International Workshop, GKR 2013, Beijing, China, August 3, 2013. Revised Selected Papers. Springer London, Limited, 2014.

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45

Lenz, Richard, Mor Peleg, and Silvia Miksch. Process Support and Knowledge Representation in Health Care: BPM 2012 Joint Workshop, ProHealth 2012/KR4HC 2012, Tallinn, Estonia, September 3, 2012, Revised Selected Papers. Springer, 2013.

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46

Lenz, Richard, Manfred Reichert, Mor Peleg, David Riano, and Silvia Miksch. Process Support and Knowledge Representation in Health Care: AIME 2013 Joint Workshop, KR4HC 2013/ProHealth 2013, Murcia, Spain, June 1, 2013. Revised Selected Papers. Springer London, Limited, 2013.

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47

Rudolph, Sebastian, Pierre Marquis, Madalina Croitoru, and Gem Stapleton. Graph Structures for Knowledge Representation and Reasoning: 4th International Workshop, GKR 2015, Buenos Aires, Argentina, July 25, 2015, Revised Selected Papers. Springer London, Limited, 2016.

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48

Rawlinson, Jules. A Requiem for Edward Snowden. University of Edinburgh, 2024. http://dx.doi.org/10.2218/ed.9781836450566.

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A Requiem for Edward Snowden is a 50-minute audio-visual work by Matthew Collings and Jules Rawlinson which addresses surveillance, data privacy, loss of faith, moral choice, and personal sacrifice in an environment where we are totally reliant on electronic communication and daily routines; and in which our privacy is routinely compromised. The work is performed by a chamber trio comprising violin, cello and clarinet, with live electronics and live visuals. The work is multi-layered and textured, both sonically and visually, and includes computer generated, fixed-media and live captured imagery, manipulated in real-time. This output makes an original contribution to performance practice knowledge about audiovisual ‘comprovisation’ (fixed composition with open or improvised elements) using audio-visual narratives of surveillance and sousveillance. In addition, it makes an original contribution in terms of experimenting with distributed agency in respect of sound-image production. Collings and Rawlinson worked in the studio together in a series of twelve day-long sessions over an initial period of 6 weeks to develop a set of prototype audio-visual sketches that could be arranged for the full ensemble. These sketches explored cryptographic treatment of live camera input, masking, displacement and distortion together with representations of data, networks, street-level surveillance and drone footage. These studio sessions focused on the opportunities that each of these offered for combination and manipulation and for congruence and contrast with the audio part. For example, visual congruence might be demonstrated by threaded clusters of computergenerated strokes responding to audio feature tracking and represent the slow, detuned glissandi of the string part. The main outputs from this work are seven performances in Edinburgh, Glasgow, Aberdeen and Utrecht, a digital release on Denovali Records, and contributions to an international conference in Edinburgh and a national conference in Aberdeen.

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49

Swamy, Punitha P., and Devanur S. Guru. Multimedia Processing, Communication and Computing Applications: Proceedings of the First International Conference, ICMCCA, 13-15 December 2012. Springer, 2013.

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50

Swamy, Punitha P., and Devanur S. Guru. Multimedia Processing, Communication and Computing Applications: Proceedings of the First International Conference, ICMCCA, 13-15 December 2012. Springer, 2015.

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Книги з теми "Network data representation"

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