Relevant bibliographies by topics / The Hidden Dimension

Contents

  1. Journal articles
  2. Dissertations / Theses
  3. Books
  4. Book chapters
  5. Conference papers
  6. Reports

Academic literature on the topic 'The Hidden Dimension'

Author: Grafiati
Published: 4 June 2021
Last updated: 6 February 2022

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Journal articles on the topic "The Hidden Dimension"

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Adams, Tony E. "Hidden Dimensions of the Hidden Dimension." Review of Communication 6, no. 1-2 (January 2006): 150–52. http://dx.doi.org/10.1080/15358590600763466.

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Walker, Richard A. "The hidden dimension of industrialization." Futures 25, no. 6 (July 1993): 673–93. http://dx.doi.org/10.1016/0016-3287(93)90107-5.

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POLYAKOV, DIMITRI. "NEW SUPERSTRING ISOMETRIES AND HIDDEN DIMENSIONS." International Journal of Modern Physics A 22, no. 29 (November 20, 2007): 5301–23. http://dx.doi.org/10.1142/s0217751x07037299.

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We study the hierarchy of hidden space–time symmetries of noncritical strings in RNS formalism, realized nonlinearly. Under these symmetry transformations the variation of the matter part of the RNS action is canceled by that of the ghost part. These symmetries, referred to as the α-symmetries, are induced by special space–time generators, violating the equivalence of ghost pictures. We classify the α-symmetry generators in terms of superconformal ghost cohomologies Hn ~ H-n-2(n≥0) and associate these generators with a chain of hidden space–time dimensions, with each ghost cohomology Hn ~ H-n-2 "contributing" an extra dimension. Namely, we show that each ghost cohomology Hn ~ H-n-2 of noncritical superstring theory in d-dimensions contains d+n+1 α-symmetry generators and the generators from Hk ~ H-k-2, 1≤k ≤n, combined together, extend the space–time isometry group from the naive SO (d, 2) to SO (d+n, 2). In the simplest case of n = 1 the α-generators are identified with the extra symmetries of the 2T-physics formalism, also known to originate from a hidden space–time dimension.
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Mor-Avi, Victor, Lissa Sugeng, and Roberto M. Lang. "Three-dimensional adult echocardiography: Where the hidden dimension helps." Current Cardiology Reports 10, no. 3 (May 2008): 218–25. http://dx.doi.org/10.1007/s11886-008-0037-x.

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BURRELL, DAVID B. "INCARNATION AND CREATION: THE HIDDEN DIMENSION." Modern Theology 12, no. 2 (April 1996): 211–20. http://dx.doi.org/10.1111/j.1468-0025.1996.tb00087.x.

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Osifo, O. C. "A Network Perspective and Hidden Corruption." Journal of Public Administration and Governance 8, no. 1 (February 22, 2018): 115. http://dx.doi.org/10.5296/jpag.v8i1.12697.

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This study examines the hidden aspects of corruption from a network perspective. Through networking, we understand the nature and functioning of hidden corruption, because hidden corruption relates to various acts of corruption that are difficult to observe and prosecute legally. The dimensions to understand hidden corruption are structural and institutional corruption, distorted network, and grey corruption. Different types of illegal, criminal, or unethical networks are understood through two dimensions (structural and institutional corruption and distorted network) of hidden corruption. Grey corruption is another dimension of hidden corruption, but has no defined network existence. The main types of hidden, unethical and criminal networks that exist around the world are greed-oriented institutional network, old-boy network, and clandestine network. Emphases on digital expertise and reforms targeting attitudinal, cultural, legal, and institutional changes have been identified as ways of addressing the phenomenon of hidden corruption from a contemporary standpoint, because of emerging events/realities.
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Elaut, Gert, Michael Frömmel, and John Sjödin. "Crystallization: A Hidden Dimension of CTA Fees." Financial Analysts Journal 71, no. 4 (July 2015): 51–62. http://dx.doi.org/10.2469/faj.v71.n4.3.

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Han, Fei, Nina Andrejevic, and Mingda Li. "A Hidden Dimension to Explore New Thermoelectrics." Joule 2, no. 1 (January 2018): 16–18. http://dx.doi.org/10.1016/j.joule.2017.12.014.

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Park, Young‐Taek, and Chae‐Heung Park. "Usability as a Hidden Dimension of Quality." Asian Journal on Quality 2, no. 2 (August 21, 2001): 46–57. http://dx.doi.org/10.1108/15982688200100015.

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Sauvage, Emmanuelle. "The Hidden Dimension of Happy Cultural Cooperation." Management international 23, no. 1 (June 4, 2019): 91–102. http://dx.doi.org/10.7202/1060065ar.

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Cross-cultural management research usually postulates that mutual expectations must be clearly assessed and that it is necessary for people from different cultural areas to share a common vision in order to efficiently collaborate. This research examines the link between intercultural understanding and relational efficiency by studying a “happy” and successful Franco-Latino-American case. It challenges the above-mentioned postulate and reveals that relational efficiency relies upon compatible positive understandings of a same situation rather than upon similar understandings, hence the notion of productive misunderstandings.
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Dissertations / Theses on the topic "The Hidden Dimension"

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Psaila, Claudia. "Spirituality in psychotherapy : a hidden dimension : an exploratory study." Thesis, Open University, 2012. http://oro.open.ac.uk/54516/.

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Many in the caring professions consider spirituality to be a fundamental dimension of human experience and identity. Consequently, some claim that this dimension cannot be ignored in disciplines such as psychotherapy that deals with the human being and with human experience. Moreover, the increase in secularisation and the emphasis on the subjective and the personal in people's experience of spirituality and religion, have led to an increased interest in psychotherapy, counselling and other forms of activities and professions that deal more closely with the personal and subjective. Other themes that connect spirituality and psychotherapy include: spirituality is related to a person's mental health; people make meaning which assumes that they are spiritual beings; and spirituality and psychotherapy both involve enlightenment and meaning-making. For some, spirituality is manifest in psychotherapy either because of spiritual concerns that are raised by clients in the psychotherapeutic process, as a resource, or as a form of pathology. For others, therapy is a spiritual encounter. The research is a qualitative exploratory study of the experience and perception of the spiritual dimension of psychotherapy of Maltese practitioners. The study was held with two groups of Maltese psychotherapists and clinical and counselling psychologists. Each group attended a series of four focus/study group sessions. Key areas explored include the participants' conception of spirituality and religion and their understanding and experience of the spiritual dimension in counselling and psychotherapy. Broadly, the study focused on the ways in which spirituality may become manifest' and express itself in the psychotherapeutic process, the roles and experiences of the therapist and the client regarding spirituality in counselling and psychotherapy and the identification of the factors that may contribute to the spiritual dimension of counselling and psychotherapy. The findings are presented as two main domains, that of 'understanding spirituality and religion in a postmodern context' and 'spirituality and psychotherapy'. The latter is divided into four themes that are facets of the domain 'spirituality and psychotherapy'. These are a) understanding spirituality and religion, b) the therapeutic relationship as sacred space, c) the being: it is who the therapist is that counts and d) applications in clinical practice. The findings are discussed in relation to the literature and to the Maltese context.
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Whitfield, Paul Michael. "The hidden dimension of strategic planning: explorations in the formation of perspectives." Thesis, Monterey, California. Naval Postgraduate School, 1991. http://hdl.handle.net/10945/27079.

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Perspectives are an extremely important factor in political decisions. The study of decision-making is often approached in a segmented manner with social scientists each believing their discipline is the correct approach. This thesis asserts that the study of decision-making must focus on how perspectives are formed and be interdisciplinary. Each discipline should be incorporated to discover how various factors influence the decision-making process. Perspectives are often confused with beliefs or ideas. This thesis defines perspectives as a subjective approach to an objective reality. A large portion of various sections in the thesis is devoted to examining concepts of subjective reality. It explores some of the possible interrelationships of perceptual influences with the intent of better understanding the decision-making process. The thesis presents several models which help explain the processes involved in forming perspectives and making decisions.
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Löhr, Wolfgang. "Models of Discrete-Time Stochastic Processes and Associated Complexity Measures." Doctoral thesis, Universitätsbibliothek Leipzig, 2010. http://nbn-resolving.de/urn:nbn:de:bsz:15-qucosa-38267.

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Many complexity measures are defined as the size of a minimal representation in a specific model class. One such complexity measure, which is important because it is widely applied, is statistical complexity. It is defined for discrete-time, stationary stochastic processes within a theory called computational mechanics. Here, a mathematically rigorous, more general version of this theory is presented, and abstract properties of statistical complexity as a function on the space of processes are investigated. In particular, weak-* lower semi-continuity and concavity are shown, and it is argued that these properties should be shared by all sensible complexity measures. Furthermore, a formula for the ergodic decomposition is obtained. The same results are also proven for two other complexity measures that are defined by different model classes, namely process dimension and generative complexity. These two quantities, and also the information theoretic complexity measure called excess entropy, are related to statistical complexity, and this relation is discussed here. It is also shown that computational mechanics can be reformulated in terms of Frank Knight's prediction process, which is of both conceptual and technical interest. In particular, it allows for a unified treatment of different processes and facilitates topological considerations. Continuity of the Markov transition kernel of a discrete version of the prediction process is obtained as a new result.
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Madureira, Fillipe Levi Guedes. "Estudo dimensional de características aplicadas à leitura labial automática." Pós-Graduação em Engenharia Elétrica, 2018. http://ri.ufs.br/jspui/handle/riufs/9567.

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Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPES
This work is a study of the relationship between the intrinsic dimension of feature vectors applied to the classification of video signals in order to perform lip reading. In pattern recognition tasks, the extraction of relevant features is crucial for a good performance of the classifiers. The starting point of this work was the reproduction of the work of J.R. Movellan [1], which classifies lips gestures with HMM using only the video signal from the Tulips1 database. The database consists of videos of volunteers’ mouths while they utter the first 4 numerals in English. The original work uses feature vectors of high dimensionality in relation to the size of the database. Consequently, the adjustment of HMM classifiers has become problematic and the maximum accuracy was only 66.67%. Alternative strategies for feature extraction and classification schemes were proposed in order to analyze the influence of the intrinsic dimension in the performance of classifiers. The best solution, in terms of results, achieved an accuracy of approximately 83%.
Este trabalho é um estudo da relação entre a dimensão intrínseca de vetores de características aplicados à classificação de sinais de vídeo no intuito de realizar-se a leitura labial. Nas tarefas de reconhecimento de padrões, a extração de características relevantes é crucial para um bom desempenho dos classificadores. O ponto de partida deste trabalho foi a reprodução do trabalho de J.R. Movellan [1], que realiza a classificação de gestos labiais com HMM na base de dados Tulips1, utilizando somente o sinal de vídeo. A base é composta por vídeos das bocas de voluntários enquanto esses pronunciam os primeiros 4 numerais em inglês. O trabalho original utiliza vetores de características de dimensão muito alta em relação ao tamanho da base. Consequentemente, o ajuste de classificadores HMM se tornou problemático e só se alcançou 66,67% de acurácia. Estratégias de extração de características e esquemas de classificação alternativos foram propostos, a fim de analisar a influência da dimensão intrínseca no desempenho de classificadores. A melhor solução, em termos de resultados, obteve uma acurácia de aproximadamente 83%.
São Cristóvão, SE
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Ulusoy, Cisil, and Ajda Alev. "Leading smoothly: hidden dimensions of leadership." Thesis, Linnéuniversitetet, Ekonomihögskolan, ELNU, 2011. http://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-12598.

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This research aims to understand, describe and analyze the hidden dimensions of leadership that can nourish leader-follower relationships. Additionally, by analyzing empirical illustrations combined with the theories presented in the literature, we have developed a framework for leading smoothly, which can provide insights into the leadership activities that leaders and executives can benefit from. Our findings on leading smoothly emerged during our analysis and interpretation of two case studies and our literature review, and led us to concentrate on emotional and communicational dimensions of leadership. Concerning crisis and turbulent times as one of the most challenging situations for performing leadership activities, we present two case studies related to leadership approaches during crises. One of the case studies is about the leadership of BP‟s former CEO Tony Hayward during the oil spill crisis in the Gulf of Mexico in 2010, and the second case is about the leadership of the former CEO of Johnson & Johnson during the Tylenol crisis in 1982. While analyzing the cases, the emotional and communicational approaches of leaders are examined. Furthermore, these case studies facilitate the identification of the aspects that smooth leadership activities and their impacts on the leader follower relationships. Consequently, the study discusses the emotional and communicational dimensions of leadership and presents the framework for leading smoothly as a different perspective for embellishing the interaction between the leader and the follower, which can provide an understanding of the subtle ways of leading.
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Santiago-Germán, Wenceslao. "Space-time structure and hidden dimensions." Thesis, University of Newcastle Upon Tyne, 2003. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.289215.

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Jafarian, Javad. "Modelling and analysis of wireless MAC protocols with applications to vehicular networks." Thesis, University of Manchester, 2014. https://www.research.manchester.ac.uk/portal/en/theses/modelling-and-analysis-of-wireless-mac-protocols-with-applications-to-vehicular-networks(3695e637-12eb-4fde-9c31-08b3b46e8f55).html.

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The popularity of the wireless networks is so great that we will soon reach the point where most of the devices work based on that, but new challenges in wireless channel access will be created with these increasingly widespread wireless communications. Multi-channel CSMA protocols have been designed to enhance the throughput of the next generation wireless networks compared to single-channel protocols. However, their performance analysis still needs careful considerations. In this thesis, a set of techniques are proposed to model and analyse the CSMA protocols in terms of channel sensing and channel access. In that respect, the performance analysis of un-slotted multi-channel CSMA protocols is studied through considering the hidden terminals. In the modelling phase, important parameters such as shadowing and path loss impairments are being considered. Following that, due to the high importance of spectrum sensing in CSMA protocols, the Double-Threshold Energy Detector (DTED) is thoroughly investigated in this thesis. An iterative algorithm is also proposed to determine optimum values of detection parameters in a sensing-throughput problem formulation. Vehicle-to-Roadside (V2R) communication, as a part of Intelligent Transportation System (ITS), over multi-channel wireless networks is also modelled and analysed in this thesis. In this respect, through proposing a novel mathematical model, the connectivity level which an arbitrary vehicle experiences during its packet transmission with a RSU is also investigated.
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Löhr, Wolfgang. "Models of Discrete-Time Stochastic Processes and Associated Complexity Measures." Doctoral thesis, Max Planck Institut für Mathematik in den Naturwissenschaften, 2009. https://ul.qucosa.de/id/qucosa%3A11017.

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Many complexity measures are defined as the size of a minimal representation in a specific model class. One such complexity measure, which is important because it is widely applied, is statistical complexity. It is defined for discrete-time, stationary stochastic processes within a theory called computational mechanics. Here, a mathematically rigorous, more general version of this theory is presented, and abstract properties of statistical complexity as a function on the space of processes are investigated. In particular, weak-* lower semi-continuity and concavity are shown, and it is argued that these properties should be shared by all sensible complexity measures. Furthermore, a formula for the ergodic decomposition is obtained. The same results are also proven for two other complexity measures that are defined by different model classes, namely process dimension and generative complexity. These two quantities, and also the information theoretic complexity measure called excess entropy, are related to statistical complexity, and this relation is discussed here. It is also shown that computational mechanics can be reformulated in terms of Frank Knight''s prediction process, which is of both conceptual and technical interest. In particular, it allows for a unified treatment of different processes and facilitates topological considerations. Continuity of the Markov transition kernel of a discrete version of the prediction process is obtained as a new result.
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Davis, P. "Hidden symmetries of higher dimensional black holes." Thesis, University of Cambridge, 2007. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.598390.

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This thesis is concerned with symmetries of higher dimensional black holes beyond the usual isometries of the spacetime. Such symmetries give rise to extra constants of the motion that allow the geodesic and Klein-Gordon equations to be separated. We show that the singly charged, five-dimensional Kerr-AdS black hole of minimal gauged supergravity with arbitrary rotating parameters admits separable solutions to the Hamilton-Jacobi and Klein-Gordon equations. This is due to the existence of an irreducible rank-2 Killing tensor which we find. We also show that the Dirac equation separates in the case where the rotation parameters are equal, and we also examine the near horizon geometry of the supersymmetric limit of this black hole, showing that the symmetry algebra takes the expected form. By considering multiply charged, rotating black hole solutions to gauged and ungauged supergravity in 4, 5 and 7 dimensions, we find that, in general, the Hamilton-Jacobi and Klein-Gordon equations can only be separated in the case where the particle under consideration is massless. In this case, we find conformal Killing tensors which obey an equation involving a co-vector field. We find this co-vector field in several cases and use it to conjecture its general form. We prove this conjecture under reasonable assumptions. We also prove that cohomeneity-2 Kerr-AdS black holes generalised to include a NUT-like parameter admit separable solutions to the Hamilton-Jacobi and Klein-Gordon equations in all dimensions, by finding the Killing tensors and examining the symmetry algebra.
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Gustafsson, Michael. "Light from Dark Matter : Hidden Dimensions, Supersymmetry, and Inert Higgs." Doctoral thesis, Stockholm : Department of Physics, Stockholm university, 2008. http://urn.kb.se/resolve?urn=urn:nbn:se:su:diva-7345.

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Books on the topic "The Hidden Dimension"

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Hall, Edward Twitchell. The hidden dimension. New York: Anchor Books, 1990.

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Neil, Ross, Rife Christopher, Chater John, WGBH Educational Foundation, Quest Productions, Kikim Media (Firm), Catticus Corporation, and PBS Home Video, eds. Hunting the hidden dimension. Boston, MA: WGBH Educational Foundation, 2009.

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Wilkinson, J. D. Eczema and infection: -the hidden dimension. [s.l.]: [s.n.], 1993.

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Hidden spring: The spiritual dimension of therapy. 2nd ed. Minneapolis: Fortress Press, 2002.

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Hart, Thomas N. Hidden spring: The spiritual dimension of therapy. New York: Paulist Press, 1994.

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Loewen, James W. Sundown towns: A hidden dimension of American racism. New York: Simon & Schuster, 2006.

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Wurmser, Leon. The hidden dimension: Psychodynamics of compulsive drug use. Northvale, N.J: Jason Aronson, 1995.

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O'Meachair, Gearoid. Irish homelessness: The hidden dimension : a stategy for change. Stillorgan: CARA, 1988.

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Gubi, Peter Madsen. Prayer in counselling and psychotherapy: Exploring a hidden meaningful dimension. London: Jessica Kingsley Publishers, 2007.

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Gubi, Peter Madsen. Prayer in counselling and psychotherapy: Exploring a hidden meaningful dimension. London: Jessica Kingsley Publishers, 2007.

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Book chapters on the topic "The Hidden Dimension"

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Tombazis, A. N. "The Hidden Dimension." In Architecture and Urban Space, 233–38. Dordrecht: Springer Netherlands, 1991. http://dx.doi.org/10.1007/978-94-017-0778-7_33.

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Budroni, Costantino. "Dimension Witnesses." In Temporal Quantum Correlations and Hidden Variable Models, 73–106. Cham: Springer International Publishing, 2015. http://dx.doi.org/10.1007/978-3-319-24169-2_5.

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Bradick, Brenda. "The Hidden Dimension in Arts Marketing." In Proceedings of the 1984 Academy of Marketing Science (AMS) Annual Conference, 427–31. Cham: Springer International Publishing, 2015. http://dx.doi.org/10.1007/978-3-319-16973-6_92.

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Bachmann, M., A. Suhhova, J. Lass, and H. Hinrikus. "Revealing Small Hidden Changes in Human EEG by Higuchi’s Fractal Dimension." In IFMBE Proceedings, 47–50. Berlin, Heidelberg: Springer Berlin Heidelberg, 2013. http://dx.doi.org/10.1007/978-3-642-34197-7_12.

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Horenko, Illia, Johannes Schmidt-Ehrenberg, and Christof Schütte. "Set-Oriented Dimension Reduction: Localizing Principal Component Analysis Via Hidden Markov Models." In Computational Life Sciences II, 74–85. Berlin, Heidelberg: Springer Berlin Heidelberg, 2006. http://dx.doi.org/10.1007/11875741_8.

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Verkerk, Maarten J., and Jan Hoogland. "The Hidden Dimension of the Energy Transition: Religion, Morality and Inclusion—A Plea for the (Secular) Sacred." In Shaping an Inclusive Energy Transition, 73–88. Cham: Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-74586-8_4.

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AbstractThis chapter explores the energy transition from a philosophical perspective. We argue that there is a hidden dimension in the current discussions about sustainability. This hidden dimension can be found first of all in the fact that phenomena such as the denial of global warming, the rise of populism and the increase in social contradictions are not seen in their context. At a fundamental level, it appears that all these phenomena are characterized by broken connections: man no longer feels connected with the Transcendent, the human being and the planet. On the basis of the above analysis, we outline some action perspectives. We conclude that the energy transition not only requires addressing technological, economic, social and legal problems, but that moral and religious aspects must also be discussed. Because it is precisely religious or moral values that motivate and inspire people to strive for an inclusive energy transition and release a lot of creative energy.
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Finkbeiner, Claudia. "8. Using ‘Human Global Positioning System’ as a Navigation Tool to the Hidden Dimension of Culture." In Becoming Interculturally Competent through Education and Training, edited by Anwei Feng, Michael Byram, and Mike Fleming, 151–73. Bristol, Blue Ridge Summit: Multilingual Matters, 2009. http://dx.doi.org/10.21832/9781847691644-012.

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Li, Jia, and Robert M. Gray. "Two Dimensional Hidden Markov Model." In Image Segmentation and Compression Using Hidden Markov Models, 27–70. Boston, MA: Springer US, 2000. http://dx.doi.org/10.1007/978-1-4615-4497-5_4.

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Elliott, R., and E. Platen. "Hidden Markov Chain Filtering for Generalised Bessel Processes." In Stochastics in Finite and Infinite Dimensions, 123–43. Boston, MA: Birkhäuser Boston, 2001. http://dx.doi.org/10.1007/978-1-4612-0167-0_7.

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Bozesan, Mariana. "Hidden Dimensions and the Search for Meaning." In Integral Investing, 97–155. Cham: Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-54016-6_2.

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Conference papers on the topic "The Hidden Dimension"

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Nishizawa, Ohgi, Nagatomi, Kamiyama, Maenobu, and Fujiwara. "A Hidden Surface Processor For 3-Dimension Graphics." In 1988 IEEE International Solid-State Circuits Conference. IEEE, 1988. http://dx.doi.org/10.1109/isscc.1988.663682.

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Weigend, A. S., and D. E. Rumelhart. "The effective dimension of the space of hidden units." In 1991 IEEE International Joint Conference on Neural Networks. IEEE, 1991. http://dx.doi.org/10.1109/ijcnn.1991.170692.

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Banduryan, B. B., V. F. Klepikov, V. V. Lytvynenko, and O. A. Startsev. "Fractal Dimension Analysis of Pipelines Thermograms for Hidden Defects Detection." In Quantitative InfraRed Thermography Asia 2015. QIRT Council, 2015. http://dx.doi.org/10.21611/qirt.2015.0117.

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"The Hidden Dimension of Cosmetic Surgery Among Women: Romantic Recognition." In The 2nd World Conference on Humanities and Social Sciences. Francis Academic Press, 2018. http://dx.doi.org/10.25236/wchss.2017.07.

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Silva, Bruno, Claudio Sant'Anna, Christina Chavez, and Alessandro Garcia. "Concern-based cohesion: Unveiling a hidden dimension of cohesion measurement." In 2012 IEEE 20th International Conference on Program Comprehension (ICPC). IEEE, 2012. http://dx.doi.org/10.1109/icpc.2012.6240476.

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Huang, Xianglei. "On the Use of Hyperspectral Observations in Climate Studies: Unveiling a Hidden Dimension." In Hyperspectral Imaging and Sounding of the Environment. Washington, D.C.: OSA, 2016. http://dx.doi.org/10.1364/hise.2016.hw2f.2.

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He, Lei, Changfu Zong, and Chang Wang. "A Steering-By-Wire fault-tolerance control strategy based on multi-dimension Gauss Hidden Markov Model." In 2010 International Conference on Intelligent Control and Information Processing (ICICIP). IEEE, 2010. http://dx.doi.org/10.1109/icicip.2010.5565251.

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Niu, Zhihua, Zhimin Li, Sun Jin, and Xinxin Li. "Equilibrium Equations of Incremental Forces and its Application in Assembly Variation Analysis of Compliant Structures." In ASME 2019 International Mechanical Engineering Congress and Exposition. American Society of Mechanical Engineers, 2019. http://dx.doi.org/10.1115/imece2019-10871.

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Abstract Assembly variation analysis is used to handle the tradeoff between product performance and manufacturing cost. Traditionally, the assembly variation analysis of compliant structures is achieved by combining finite element analysis (FEA) and Monte Carlo simulation. Although the distribution of assembly dimensions can be obtained by such a process, the internal relationships between component deviations and assembly precisions are hidden in the reduplicative computational process. This study aims to shed light on the internal relationships between component deviations and assembly deformations of compliant mechanisms by Equilibrium Equations of Incremental Forces (EEIF). Dimensional deviation is an additional part to theoretical dimension, so does incremental force is to theoretical assembly load. EEIF is the bridge between dimensional deviations and incremental forces. This paper extends the application area of EEIF from compliant joints to compliant beams. The beginning of this paper reviews mainstream assembly variation analysis methods and the application of compliant mechanisms. Following is the basic conceptions about Equilibrium Equations of Incremental Forces. In the theory development part, compliant joints and compliant beams are discussed respectively. Precision of the method is verified by comparing it with an ADAMS/Flex model. Then, the output sensitivity coefficient matrix is used to conduct statistical assembly variation analysis for compliant mechanisms.
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Wang, Lifu, Bo Shen, Ning Zhao, and Zhiyuan Zhang. "Is the Skip Connection Provable to Reform the Neural Network Loss Landscape?" In Twenty-Ninth International Joint Conference on Artificial Intelligence and Seventeenth Pacific Rim International Conference on Artificial Intelligence {IJCAI-PRICAI-20}. California: International Joint Conferences on Artificial Intelligence Organization, 2020. http://dx.doi.org/10.24963/ijcai.2020/387.

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The residual network is now one of the most effective structures in deep learning, which utilizes the skip connections to “guarantee" the performance will not get worse. However, the non-convexity of the neural network makes it unclear whether the skip connections do provably improve the learning ability since the nonlinearity may create many local minima. In some previous works [Freeman and Bruna, 2016], it is shown that despite the non-convexity, the loss landscape of the two-layer ReLU network has good properties when the number m of hidden nodes is very large. In this paper, we follow this line to study the topology (sub-level sets) of the loss landscape of deep ReLU neural networks with a skip connection and theoretically prove that the skip connection network inherits the good properties of the two-layer network and skip connections can help to control the connectedness of the sub-level sets, such that any local minima worse than the global minima of some two-layer ReLU network will be very “shallow". The “depth" of these local minima are at most O(m^(η-1)/n), where n is the input dimension, η<1. This provides a theoretical explanation for the effectiveness of the skip connection in deep learning.
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Valzania, Lorenzo, Peter Zolliker, and Erwin Hack. "Coherent terahertz imaging of a textile and a hidden object." In Digital Holography and Three-Dimensional Imaging. Washington, D.C.: OSA, 2019. http://dx.doi.org/10.1364/dh.2019.th4b.2.

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Reports on the topic "The Hidden Dimension"

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Cheek, Gary H. Battlefield Dispersion: The Hidden Dimension in the Principle of Mass. Fort Belvoir, VA: Defense Technical Information Center, February 1993. http://dx.doi.org/10.21236/ada264420.

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Berney, Ernest, Andrew Ward, and Naveen Ganesh. First generation automated assessment of airfield damage using LiDAR point clouds. Engineer Research and Development Center (U.S.), March 2021. http://dx.doi.org/10.21079/11681/40042.

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This research developed an automated software technique for identifying type, size, and location of man-made airfield damage including craters, spalls, and camouflets from a digitized three-dimensional point cloud of the airfield surface. Point clouds were initially generated from Light Detection and Ranging (LiDAR) sensors mounted on elevated lifts to simulate aerial data collection and, later, an actual unmanned aerial system. LiDAR data provided a high-resolution, globally positioned, and dimensionally scaled point cloud exported in a LAS file format that was automatically retrieved and processed using volumetric detection algorithms developed in the MATLAB software environment. Developed MATLAB algorithms used a three-stage filling technique to identify the boundaries of craters first, then spalls, then camouflets, and scaled their sizes based on the greatest pointwise extents. All pavement damages and their locations were saved as shapefiles and uploaded into the GeoExPT processing environment for visualization and quality control. This technique requires no user input between data collection and GeoExPT visualization, allowing for a completely automated software analysis with all filters and data processing hidden from the user.
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