Academic literature on the topic 'Categorization dynamics'

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Journal articles on the topic "Categorization dynamics"

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Mack, Michael L., and Thomas J. Palmeri. "The dynamics of categorization: Unraveling rapid categorization." Journal of Experimental Psychology: General 144, no. 3 (2015): 551–69. http://dx.doi.org/10.1037/a0039184.

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Martí, Daniel, and John Rinzel. "Dynamics of Feature Categorization." Neural Computation 25, no. 1 (2013): 1–45. http://dx.doi.org/10.1162/neco_a_00383.

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In visual and auditory scenes, we are able to identify shared features among sensory objects and group them according to their similarity. This grouping is preattentive and fast and is thought of as an elementary form of categorization by which objects sharing similar features are clustered in some abstract perceptual space. It is unclear what neuronal mechanisms underlie this fast categorization. Here we propose a neuromechanistic model of fast feature categorization based on the framework of continuous attractor networks. The mechanism for category formation does not rely on learning and is
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Kumar, Satwant, and Rufin Vogels. "Body Patches in Inferior Temporal Cortex Encode Categories with Different Temporal Dynamics." Journal of Cognitive Neuroscience 31, no. 11 (2019): 1699–709. http://dx.doi.org/10.1162/jocn_a_01444.

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An unresolved question in cognitive neuroscience is how representations of object categories at different levels (basic and superordinate) develop during the course of the neural response within an area. To address this, we decoded categories of different levels from the spiking responses of populations of neurons recorded in two fMRI-defined body patches in the macaque STS. Recordings of the two patches were made in the same animals with the same stimuli. Support vector machine classifiers were trained at brief response epochs and tested at the same or different epochs, thus assessing whether
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Huette, Stephanie, and Bob McMurray. "Continuous dynamics of color categorization." Psychonomic Bulletin & Review 17, no. 3 (2010): 348–54. http://dx.doi.org/10.3758/pbr.17.3.348.

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Hadden, Benjamin W., S. Marie Harvey, Richard A. Settersten, and Christopher R. Agnew. "What Do I Call Us? The Investment Model of Commitment Processes and Changes in Relationship Categorization." Social Psychological and Personality Science 10, no. 2 (2018): 235–43. http://dx.doi.org/10.1177/1948550617745115.

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The investment model of commitment has been used to understand relationship maintenance and dissolution across a variety of populations and relationship types. The current study used data from the Project on Partner Dynamics (POPD), a cohort study of young adults involved in nonmarital sexual relationships in the Los Angeles area, to test whether and how the investment model of commitment processes predicts individuals' self-reported categorizations of their relationships over time. We examined (1) how relationship categorizations are associated with variables outlined by the investment model
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Tuller, Betty, Pamela Case, Mingzhou Ding, and J. A. Scott Kelso. "The nonlinear dynamics of speech categorization." Journal of Experimental Psychology: Human Perception and Performance 20, no. 1 (1994): 3–16. http://dx.doi.org/10.1037/0096-1523.20.1.3.

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Deak, Gedeon O., and Patricia J. Bauer. "The Dynamics of Preschoolers' Categorization Choices." Child Development 67, no. 3 (1996): 740. http://dx.doi.org/10.2307/1131859.

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NARENS, LOUIS, KIMBERLY A. JAMESON, NATALIA L. KOMAROVA, and SEAN TAUBER. "LANGUAGE, CATEGORIZATION, AND CONVENTION." Advances in Complex Systems 15, no. 03n04 (2012): 1150022. http://dx.doi.org/10.1142/s0219525911500226.

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Linguistic meaning is a convention. This article investigates how such conventions can arise for color categories in populations of simulated "agents". The method uses concepts from evolutionary game theory: A language game where agents assign names to color patches and is played repeatedly by members of a population. The evolutionary dynamics employed make minimal assumptions about agents' perceptions and learning processes. Through various simulations it is shown that under different kinds of reasonable conditions involving outcomes of individual games, the evolutionary dynamics push populat
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Grossberg, Stephen, Ian Boardman, and Michael Cohen. "Neural dynamics of variable-rate speech categorization." Journal of Experimental Psychology: Human Perception and Performance 23, no. 2 (1997): 481–503. http://dx.doi.org/10.1037/0096-1523.23.2.481.

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Shen, Jianhong, and Thomas Palmeri. "Modeling the Dynamics of Visual Object Categorization." Journal of Vision 15, no. 12 (2015): 1160. http://dx.doi.org/10.1167/15.12.1160.

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Dissertations / Theses on the topic "Categorization dynamics"

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Chatti, Sami. "Sémantique de la causation analytique." Thesis, Paris 3, 2009. http://www.theses.fr/2009PA030075.

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Cette thèse porte sur la question de la sémantique causative. Elle propose une typologie sémantique pour les verbes causatifs analytiques CAUSE, MAKE, HAVE, GET et LET, fondée sur le modèle de la dynamique des forces. Le premier chapitre est une étude épistémologique de l’essence de la notion de causation et de son expression linguistique en anglais. Le second chapitre situe le cadre théorique de notre analyse, à savoir la sémantique cognitive. Le troisième chapitre est un tour d’horizon des idées les plus récurrentes dans la littérature au sujet de la sémantique des verbes causatifs analytiqu
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Bouladi, Emna. "Le marketing politique ciblant les minorités culturelles : compréhension des effets de la catégorisation identitaire sur la citoyenneté : cas des binationaux Français issus de l'un des pays du Maghreb." Electronic Thesis or Diss., Université Gustave Eiffel, 2023. https://these.univ-paris-est.fr/intranet/2023/UEFL-2023/TH20232UEFL2057.pdf.

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Ce travail doctoral s'intéresse aux effets des processus de catégorisations sociales à l'œuvre dans un marketing politique multiculturel. Cette recherche s'intéresse particulièrement au ciblage des électeurs binationaux Français et issus de l'un des pays du Maghreb et la manière avec laquelle il affecte les dynamiques identitaires des électeurs binationaux et leurs conceptions de la citoyenneté. Nous distinguons quatre dynamiques catégorielles : de repli identitaire, de probation, adaptative et d'ancrage. Les individus vont intégrer, selon les contextes et les discours politiques auxquels ils
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Hinderer, Eugene Waverly III. "COMPUTATIONAL TOOLS FOR THE DYNAMIC CATEGORIZATION AND AUGMENTED UTILIZATION OF THE GENE ONTOLOGY." UKnowledge, 2019. https://uknowledge.uky.edu/biochem_etds/43.

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Ontologies provide an organization of language, in the form of a network or graph, which is amenable to computational analysis while remaining human-readable. Although they are used in a variety of disciplines, ontologies in the biomedical field, such as Gene Ontology, are of interest for their role in organizing terminology used to describe—among other concepts—the functions, locations, and processes of genes and gene-products. Due to the consistency and level of automation that ontologies provide for such annotations, methods for finding enriched biological terminology from a set of differen
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Jo, Taeho. "The implementation of dynamic document organization using the integration of text clustering and text categorization." Thesis, University of Ottawa (Canada), 2006. http://hdl.handle.net/10393/29353.

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A document organization is a collection of documents composed of labeled clusters that contain similar documents. In any information system, a collection of documents always changes as time goes, since users access the collection to delete, add, and update documents. Dynamic Document Organization is a document organization that adapts automatically to such variable document collections. DDO poses two challenges, because of the decentralized mode of access. First, some clusters may have many documents, while others may have very few. Second, documents belonging to new topics may be added to the
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Perrin, Caroline. "Dynamique identitaire et partitions sociales : le cas de l'identité "raciale" des noirs en france." Phd thesis, Université de Bourgogne, 2011. http://tel.archives-ouvertes.fr/tel-00732486.

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Ce travail de recherche a pour but d'investiguer du point de vue psychosocial l'identité " raciale " de la population des Noirs en France en particulier dans leur rapport avec les Blancs afin de mettre au jour les dynamiques identitaires qui existent entre les groupes.Le cadre théorique relève de la catégorisation sociale et plus particulièrement de l'un de ses développements, à savoir le concept des partitions sociales. Cette conception postule l'existence de plusieurs types de relations intercatégorielles (les partitions) qui permettent d'appréhender la nature du positionnement identitaire d
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Cullis, Oliver J. "Pieces of the Puzzle How Categorization, Part-Whole Understanding, and Communicative Intent Contribute to Phonological Awareness." Case Western Reserve University School of Graduate Studies / OhioLINK, 2011. http://rave.ohiolink.edu/etdc/view?acc_num=case1301676414.

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Koparan, Ipek. "An Integrated Approach to Development of Dynamic Capabilities and Investments in Strategic Factor Markets." Kent State University / OhioLINK, 2020. http://rave.ohiolink.edu/etdc/view?acc_num=kent1585823070940956.

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Sawert, Adam. "Dynamic Menu Management Utilizing the Relationship Between Preparation Time and Monetary Revenue : A Simulation Approach to the Food and Beverage Industry." Thesis, Luleå tekniska universitet, Datavetenskap, 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-80925.

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Queue buildup is a problem that every fast food restaurant would like to reduce, as its effect on customer satisfaction and restaurant revenue is obviously negative. This thesis looks at how a dynamic menu management system would affect fast food restaurants, specifically how the promotion of fast products, in certain situations, would affect total revenue and queue lengths. A neural network was used to categorize products depending on their preparation time and to predict queue waiting times. A simulation approach was used to find out how the menu management system would affect the restaurant
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Viglieno, Emmanuel. "Changement catégoriel et transition de phase : les catégories perceptives comme des attracteurs." Phd thesis, Université Paul Valéry - Montpellier III, 2013. http://tel.archives-ouvertes.fr/tel-00958335.

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Cette thèse aborde la question du Changement Catégoriel dans la Perception et propose une approche Dynamique qui s'appuie sur la Théorie des Catastrophes et le modèle de la FRONCE. Dans nos travaux, nous assimilons les catégories perceptives à des attracteurs d'un système dynamique non linéaire. Si notre postulat est juste, alors, un ensemble de phénomènes non linéaires théoriquement associés doivent pouvoir être observé conjointement dans un changement catégoriel qui pourrait alors être considéré comme une transition de phase. Nous avons porté notre attention sur le phénomène d'Hystérèse, déj
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Hutter, R. R. C., R. J. Crisp, G. W. Humphreys, Gillian M. Waters, and G. Moffitt. "The dynamics of category conjunctions." 2009. http://hdl.handle.net/10454/11742.

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no<br>In three experiments we investigated the dynamics of impression formation when perceivers encounter unsurprising (e.g. male mechanic) versus surprising (e.g. female mechanic) social category conjunctions. In Experiment 1, participants took longer to form an impression of targets described using a surprising versus an unsurprising conjunction of categorizations. In Experiment 2, we investigated the stages during which impressions of category conjunctions are formed. While unsurprising category combinations were characterized with reference to ‘constituent’ stereotypic traits, surpri
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Books on the topic "Categorization dynamics"

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Creating and crossing boundaries in Ethiopia: Dynamics of social categorization and differentiation. Lit, 2014.

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-the ball seemed to keep rolling: Linking up cognitive systems in language : attention and force dynamics. Peter Lang, 2013.

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Ferguson, Melissa J., and Shanette C. Porter. An Examination of Categorization Processes in Organizations: The Root of Intergroup Bias and a Route to Prejudice Reduction. Edited by Quinetta M. Roberson. Oxford University Press, 2013. http://dx.doi.org/10.1093/oxfordhb/9780199736355.013.0006.

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To understand how people experience diversity, researchers have focused on category-based perceptions of others who belong to different social groups and the subsequent impact on intergroup dynamics. Specifically, scholars have focused on the automaticity of such categorizations, including stereotyping and implicit bias. This chapter will discuss these automatic, nonconscious processes, including their antecedents and their association with and effects on individual, group, and organizational outcomes. Given the automaticity of such processes, measurement strategies and suggestions for their u
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Taylor, Claire. Experiencing Penia. Oxford University Press, 2017. http://dx.doi.org/10.1093/oso/9780198786931.003.0004.

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Chapter 4 examines poverty dynamics in three distinct ways: (i) through an examination of conjunctural aspects of poverty and the events that are described as precipitating hardship, (ii) through a discussion of chronic poverty as social re-categorization, and (iii) through an exploration of gendered aspects of poverty. Together these case studies demonstrate that the discourses of poverty discussed in Chapter 2 are contested by the penetes themselves, e.g. women were able to use their social networks to resist the discourses that devalued their labour.
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Sarkheil, Pegah. Categorization of dynamic patterns in the human brain. 2006.

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Reed, Stephen K. Cognitive Skills You Need for the 21st Century. Oxford University Press, 2020. http://dx.doi.org/10.1093/oso/9780197529003.001.0001.

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Cognitive Skills You Need for the 21st Century begins with the Future of Jobs Report 2018 of the World Economic Forum that describes trending skills through the year 2022. To assist with the development of these skills, the book describes techniques that should benefit everyone. The 20 chapters occupy 6 sections on acquiring knowledge (comprehension, action, categorization, abstraction), organizing knowledge (matrices, networks, hierarchies), reasoning (visuospatial reasoning, imperfect knowledge, strategies), problem-solving (problems, design, dynamics), artificial intelligence (data sciences
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Thomas, Kecia M., Victoria Plaut, Sabrina D. Volpone, B. Lindsay Brown, and Robert Sleight. Group-Based Experiences of Discrimination. Edited by Adrienne J. Colella and Eden B. King. Oxford University Press, 2017. http://dx.doi.org/10.1093/oxfordhb/9780199363643.013.3.

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Group-based disparities in education and training, employment, health, and income persist even though there is growing attention to issues of race, gender, sexuality, and economic class by academics and the public at large. This chapter reviews the contributions made by cognitive psychology, namely social identity theory and social categorization theory, to our understanding of why differences matter. Furthermore, it seeks to provide greater attention to the social and cultural context in which meaning is ascribed and enacted to group differences through turning its focus to issues of privileg
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Moll, Don, and Edward O. Moll. The Ecology, Exploitation and Conservation of River Turtles. Oxford University Press, 2004. http://dx.doi.org/10.1093/oso/9780195102291.001.0001.

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The underlying theme of this book is that a widespread, taxonomically diverse group of animals, important both from ecological and human resource perspectives, remains poorly understood and in delcine, while receiving scant attention from the ecological and conservation community. This volume proposes a comprehensive overview of the world's river turtles' ecology, conservation, and management. It begins with a categorization of taxa which inhabit flowing water habitats followed by information on their evolutionary and physical diversity and biogeography. Within the framework of ecology, the au
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Zbikowski, Lawrence M. Questions, Answers, Questions. Oxford University Press, 2017. http://dx.doi.org/10.1093/oso/9780190653637.003.0007.

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This chapter provides a summary for the volume as a whole and discusses prospects for a cognitive grammar of music going forward. The first portion of the chapter reviews the main questions explored over the course of the book and the answers provided by the theoretical framework that has been set out. The second portion of the chapter sets out three ways a cognitive grammar of music might be furthered: first, through empirical research on processes of categorization, memory function, and analogies involving dynamic processes, all of which are connected with musical understanding; second, thro
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McClymond, Michael J. “Of His Fullness Have All We Received”. Oxford University Press, 2018. http://dx.doi.org/10.1093/oso/9780190249496.003.0010.

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Michael J. McClymond traces Johannine themes in Jonthan Edwards’ theology. He first introduces some such themes in Edwards’ writings, particularly the notion of God’s continually increasing grace into eternity. Then he explores how Edwards understood the Gospel of John as a book that emphasizes spiritual meanings. He goes on to consider “the logic of fullness” in Edwards’ theology as seen in his Johannine exegesis, a logic that highlights the work of the Holy Spirit and the inexhaustible, ever-increasing grace that comes in Christ. McClymond highlights how Edwards’ treatments of Johannine them
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Book chapters on the topic "Categorization dynamics"

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Kim, Jeounghoon. "Dynamics of Face Categorization." In Biologically Motivated Computer Vision. Springer Berlin Heidelberg, 2002. http://dx.doi.org/10.1007/3-540-36181-2_51.

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Hashimoto, Takashi. "Modeling Categorization Dynamics through Conversation by Constructive Approach." In Advances in Artificial Life. Springer Berlin Heidelberg, 1999. http://dx.doi.org/10.1007/3-540-48304-7_96.

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Camastra, Francesco, and Gennaro Razi. "Italian Text Categorization with Lemmatization and Support Vector Machines." In Neural Approaches to Dynamics of Signal Exchanges. Springer Singapore, 2019. http://dx.doi.org/10.1007/978-981-13-8950-4_5.

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Piccioli, Marianna. "Lo stigma e le sue intersezioni. Effetti moltiplicatori di abilismo e genere." In Politiche e strategie per l’uguaglianza di genere e l’inclusione. Temi, ricerche e prospettive dei CUG delle Università di Siena e Firenze. Firenze University Press, USiena Press, 2025. https://doi.org/10.36253/979-12-215-0715-7.09.

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With this contribution, we tried to analyze the amplifying effects of stigma, in particular when ableism is combined with gender, highlighting how this perspective can also be reductionist. In particular, the processes of stigmatization of multiple identities are examined, emphasizing that stigma manifests itself on individuals who contain characteristics considered undesirable, in contrast with an ideal of &amp;quot;perfect human being&amp;quot; which, in reality, is a social, political and economic construction. It explores how the mechanisms of categorization, labeling and discrimination ar
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Jamalabadi, Hamidreza, Hossein Nasrollahi, Majid Nili Ahmadabadi, Babak Nadjar Araabi, AbdolHossein Vahabie, and Mohammadreza Abolghasemi. "A Dynamic Bio-inspired Model of Categorization." In Neural Information Processing. Springer Berlin Heidelberg, 2012. http://dx.doi.org/10.1007/978-3-642-34481-7_20.

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Hickmann, Maya. "Static and dynamic location in French." In The Categorization of Spatial Entities in Language and Cognition. John Benjamins Publishing Company, 2007. http://dx.doi.org/10.1075/hcp.20.12hic.

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Loia, Vincenzo. "Soft Computing Technology for Dynamic Web Pages Categorization." In Fuzzy Logic and the Internet. Springer Berlin Heidelberg, 2004. http://dx.doi.org/10.1007/978-3-540-39988-9_8.

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Ravichandran, Avinash, Paolo Favaro, and René Vidal. "A Unified Approach to Segmentation and Categorization of Dynamic Textures." In Computer Vision – ACCV 2010. Springer Berlin Heidelberg, 2011. http://dx.doi.org/10.1007/978-3-642-19315-6_33.

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Nishimura, Y., L. R. Lyons, S. Zou, V. Angelopoulos, and S. B. Mende. "Categorization of the Time Sequence of Events Leading to Substorm Onset Based on THEMIS All-Sky Imager Observations." In The Dynamic Magnetosphere. Springer Netherlands, 2011. http://dx.doi.org/10.1007/978-94-007-0501-2_8.

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Coussement, Kristof, and Michael Antioco. "Managing Information Overload: The Case of Online Product Review Categorization." In Marketing Dynamism & Sustainability: Things Change, Things Stay the Same… Springer International Publishing, 2015. http://dx.doi.org/10.1007/978-3-319-10912-1_182.

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Conference papers on the topic "Categorization dynamics"

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Alonso, Sergio Martínez, Alejandro Romero, José Antonio Becerra, and Richard J. Duro. "Autonomous Perceptual Categorization for Robotic Lifelong Learning in Dynamic Domains." In 2024 International Joint Conference on Neural Networks (IJCNN). IEEE, 2024. http://dx.doi.org/10.1109/ijcnn60899.2024.10650284.

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Yacout, Mariam, and Saleh Mesbah Elkaffas. "A New Hybrid Approach to Dynamic Pricing Categorization Using Deep Learning and Neutrosophic." In 2023 33rd International Conference on Computer Theory and Applications (ICCTA). IEEE, 2023. https://doi.org/10.1109/iccta60978.2023.10969173.

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Sivayamini, L., C. Venkatesh, Bhanuja Chalivendula, Guru Hari Prasad Annadanam, Anusha Kanaganipalli, and Chethan Siva Mogili. "A Dynamic Deep Learning Model for Detection and Stage Categorization of Diabetic Retinopathy on Retinal Images." In 2024 International Conference on Recent Innovation in Smart and Sustainable Technology (ICRISST). IEEE, 2024. https://doi.org/10.1109/icrisst59181.2024.10921992.

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Pasynkova, G. I. "DIGITAL TRANSFORMATION OF THE BIBLIOGRAPHIC ACTIVITIES IN THE UNIVERSITY LIBRARY." In Dynamics of library and information support for education, science and culture. Omsk State Technical University, 2022. http://dx.doi.org/10.25206/978-5-8149-3568-7-2022-129-137.

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The urgent need of digital transformation is caused by the colossal increase in the volumes of bibliographical information and with the aim of openness, availability and efficiency of delivering information to consumers. Digital technologies allow to significantly improve processes of search, selection and structuring of information, categorization and indexing, selectively and momentarily deliver information to consumers, create digital libraries and much more. In the article there are examples of digital technologies used in leading foreign libraries. It considers government projects of Russ
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Gbakon, Kaase, Joseph Ajienka, Joshua Gogo, and Omowumi Iledare. "Oil Production Forecasting Models and Oil End-Use Optimization Framework under Global Energy Transition Dynamics." In SPE Nigeria Annual International Conference and Exhibition. SPE, 2022. http://dx.doi.org/10.2118/211967-ms.

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Abstract This paper reviews oil (and gas) supply forecasting models and subsequently espouses atypical modeling approaches for the optimal allocation of crude oil production. This paper becomes imperative within the context of the global energy transition and the future of the oil and gas industry in Africa in general and Nigeria, in particular. A categorization framework has been utilized to classify oil supply forecasting models based on regional focus, modelling techniques, and outcomes. The log – log functional form is adopted in this paper to forecast oil production in Nigeria and subsequ
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Perez Sanpablo, Alberto Isaac, Elisa Romero Avila, Alicia Meneses Penaloza, et al. "Position-Velocity Categorization of Time-Frequency Coherence for the Analysis of Muscle Coordination Dynamics of Elbow Joint During Low Force Movements in Healthy Children." In 2018 15th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE). IEEE, 2018. http://dx.doi.org/10.1109/iceee.2018.8533977.

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Botica, Vladimir. "Business Management Strategies for Water Supply Systems in the Republic of Croatia: Mitigating Water Loss as a Performance Indicator." In Ninth International Scientific-Business Conference LIMEN Leadership, Innovation, Management and Economics: Integrated Politics of Research. Association of Economists and Managers of the Balkans, Belgrade, Serbia, 2023. http://dx.doi.org/10.31410/limen.2023.359.

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The metric of non-revenue water provides insights into the extent of water lost in the network, representing the variance between water pro­duced and water sold. This delves into an analysis of 35 water supply companies in the Republic of Croatia, collectively responsible for pumping approximately 95% of the total water supply. The sample encompasses all large and medium-sized compa­nies out of a total of 147 (categorized as large, medium, small, and micro) ac­cording to FINA categorization, aligned with the Accounting Act (Official Ga­zette 78/2015). Data for the analysis was sourced from sec
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McPherson, Matthew, and Dan Kuznetsov. "Quantifying Variation in Unconventional Gas Production Using the Continuous Wavelet Transformation." In Asia Pacific Unconventional Resources Symposium. SPE, 2023. http://dx.doi.org/10.2118/217318-ms.

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Abstract Within the Queensland energy industry, unconventional gas, such as Coal Seam Gas (CSG) production holds significant importance. This study employs the Continuous Wavelet Transform (CWT) to analyze variations in CSG production, aiming to comprehend its complex production dynamics. The primary objectives of this research are to identify and categorize gas rate production variations, quantify their attributes—such as frequencies, durations, and magnitudes—and explore their integration into forecasting models. The study's results demonstrate successful identification and categorization of
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Whitson, Jordan A., David Gorsich, Vladimir V. Vantsevich, Michael Letherwood, Oleg Sapunkov, and Lee Moradi. "Military Unmanned Ground Vehicle Maneuver: A Review and Formulation." In WCX SAE World Congress Experience. SAE International, 2023. http://dx.doi.org/10.4271/2023-01-0108.

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&lt;div class="section abstract"&gt;&lt;div class="htmlview paragraph"&gt;A state-of-the-art review of the technical meaning and application of the term ‘maneuver’, used by the U.S. Army and ground vehicle engineering communities, was performed with regard to various military activities, including modeling and simulation (M&amp;amp;S), to focus on the value and applicability of the term to military vehicle dynamics. As shown, U.S. military doctrine has built through history and experience a unique concept of maneuver-in-general and its application in U.S. Army unified land operations. Yet, the
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Dharmasiri, Amaya, Chamara Kattadige, Vincent Zhang, and Kanchana Thilakarathna. "Viewport-aware dynamic 360° video segment categorization." In MMSys '21: 12th ACM Multimedia Systems Conference. ACM, 2021. http://dx.doi.org/10.1145/3458306.3461000.

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Reports on the topic "Categorization dynamics"

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Orbeta, Aniceto Jr, Anna Rita Vargas, and Aubrey Tabuga. Learning from Labor Market Outcome Changes Overtime: A Study of a Panel of 4Ps Beneficiaries. Philippine Institute for Development Studies, 2023. http://dx.doi.org/10.62986/dp2023.41.

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Abstract:
This study analyzes the dynamic labor market outcomes of 4Ps beneficiaries, utilizing panel data from three waves of a Randomized Controlled Trial (RCT) cohort (2011, 2013, and 2017). Employing the categorization of Tabuga et al. (2021), labor market states were classified into stable, improving, worsening, and chronic categories. The study focused on four key labor market outcomes: work status, permanent work, full-time employment based on work hours, and full-time employment based on the desire for additional work. Ordered logistic regression was used to identify the correlates of these outc
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