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Relevant bibliographies by topics / Integrated Information Theory (IIT)

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Academic literature on the topic 'Integrated Information Theory (IIT)'

Author: Grafiati

Published: 7 June 2025

Last updated: 2 August 2025

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Journal articles on the topic "Integrated Information Theory (IIT)"

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Barbosa, Leonardo S., William Marshall, Larissa Albantakis, and Giulio Tononi. "Mechanism Integrated Information." Entropy 23, no. 3 (2021): 362. http://dx.doi.org/10.3390/e23030362.

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The Integrated Information Theory (IIT) of consciousness starts from essential phenomenological properties, which are then translated into postulates that any physical system must satisfy in order to specify the physical substrate of consciousness. We recently introduced an information measure (Barbosa et al., 2020) that captures three postulates of IIT—existence, intrinsicality and information—and is unique. Here we show that the new measure also satisfies the remaining postulates of IIT—integration and exclusion—and create the framework that identifies maximally irreducible mechanisms. These

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Marshall, William, Matteo Grasso, William G. P. Mayner, et al. "System Integrated Information." Entropy 25, no. 2 (2023): 334. http://dx.doi.org/10.3390/e25020334.

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Integrated information theory (IIT) starts from consciousness itself and identifies a set of properties (axioms) that are true of every conceivable experience. The axioms are translated into a set of postulates about the substrate of consciousness (called a complex), which are then used to formulate a mathematical framework for assessing both the quality and quantity of experience. The explanatory identity proposed by IIT is that an experience is identical to the cause–effect structure unfolded from a maximally irreducible substrate (a Φ-structure). In this work we introduce a definition for t

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Blackmon, James C. "Integrated Information Theory, Intrinsicality, and Overlapping Conscious Systems." Journal of Consciousness Studies 28, no. 11 (2021): 31–53. http://dx.doi.org/10.53765/20512201.28.11.031.

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Integrated information theory (IIT) identifies consciousness with having a maximum amount of integrated information. But a thing's having the maximum amount of anything cannot be intrinsic to it, for that depends on how that thing compares to certain other things. IIT's consciousness, then, is not intrinsic. A mereological argument elaborates this consequence: IIT implies that one physical system can be conscious while a physical duplicate of it is not conscious. Thus, by a common and reasonable conception of intrinsicality, IIT's consciousness is not intrinsic. It is then argued that to avoid

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Kitazono, Jun, Ryota Kanai, and Masafumi Oizumi. "Efficient Algorithms for Searching the Minimum Information Partition in Integrated Information Theory." Entropy 20, no. 3 (2018): 173. http://dx.doi.org/10.3390/e20030173.

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The ability to integrate information in the brain is considered to be an essential property for cognition and consciousness. Integrated Information Theory (IIT) hypothesizes that the amount of integrated information ( Φ ) in the brain is related to the level of consciousness. IIT proposes that, to quantify information integration in a system as a whole, integrated information should be measured across the partition of the system at which information loss caused by partitioning is minimized, called the Minimum Information Partition (MIP). The computational cost for exhaustively searching for th

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Lombardi, Olimpia, and Cristian López. "What Does ‘Information’ Mean in Integrated Information Theory?" Entropy 20, no. 12 (2018): 894. http://dx.doi.org/10.3390/e20120894.

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Integrated Information Theory (IIT) intends to provide a principled theoretical approach able to characterize consciousness both quantitatively and qualitatively. By starting off identifying the fundamental properties of experience itself, IIT develops a formal framework that relates those properties to the physical substratum of consciousness. One of the central features of ITT is the role that information plays in the theory. On the one hand, one of the self-evident truths about consciousness is that it is informative. On the other hand, mechanisms and systems of mechanics can contribute to

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Albantakis, Larissa, Robert Prentner, and Ian Durham. "Computing the Integrated Information of a Quantum Mechanism." Entropy 25, no. 3 (2023): 449. http://dx.doi.org/10.3390/e25030449.

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Originally conceived as a theory of consciousness, integrated information theory (IIT) provides a theoretical framework intended to characterize the compositional causal information that a system, in its current state, specifies about itself. However, it remains to be determined whether IIT as a theory of consciousness is compatible with quantum mechanics as a theory of microphysics. Here, we present an extension of IIT’s latest formalism to evaluate the mechanism integrated information (φ) of a system subset to discrete, finite-dimensional quantum systems (e.g., quantum logic gates). To that

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Ruan, Zenan, and Hengwei Li. "Two Levels of Integrated Information Theory: From Autonomous Systems to Conscious Life." Entropy 26, no. 9 (2024): 761. http://dx.doi.org/10.3390/e26090761.

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Integrated Information Theory (IIT) is one of the most prominent candidates for a theory of consciousness, although it has received much criticism for trying to live up to expectations. Based on the relevance of three issues generalized from the developments of IITs, we have summarized the main ideas of IIT into two levels. At the second level, IIT claims to be strictly anchoring consciousness, but the first level on which it is based is more about autonomous systems or systems that have reached some other critical complexity. In this paper, we argue that the clear gap between the two levels o

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Cea, Ignacio, Niccolo Negro, and Camilo Miguel Signorelli. "The Fundamental Tension in Integrated Information Theory 4.0’s Realist Idealism." Entropy 25, no. 10 (2023): 1453. http://dx.doi.org/10.3390/e25101453.

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Integrated Information Theory (IIT) is currently one of the most influential scientific theories of consciousness. Here, we focus specifically on a metaphysical aspect of the theory’s most recent version (IIT 4.0), what we may call its idealistic ontology, and its tension with a kind of realism about the external world that IIT also endorses. IIT 4.0 openly rejects the mainstream view that consciousness is generated by the brain, positing instead that consciousness is ontologically primary while the physical domain is just “operational”. However, this philosophical position is presently underd

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Gruber, David R. "On Integrated Information Theory (IIT) and Adversarial Collaboration: A Conversation with Christof Koch, PhD." Journal of Consciousness Studies 29, no. 11 (2022): 174–85. http://dx.doi.org/10.53765/20512201.29.11.174.

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The following interview explores neuroscientist Christof Koch's participation in the adversarial collaboration, testing the integrated information theory (IIT) of consciousness against the global neuronal workspace theory (GNW). The interview offers a current update on the adversarial project and then pivots to Koch's responses to three standing critiques of IIT, which include the inexactness of IIT's measures of the neural correlates of consciousness, the charge that IIT implies an unwieldy panpsychism, and the claim that IIT conflates its measures with consciousness.

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Mallatt, Jon. "A Traditional Scientific Perspective on the Integrated Information Theory of Consciousness." Entropy 23, no. 6 (2021): 650. http://dx.doi.org/10.3390/e23060650.

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This paper assesses two different theories for explaining consciousness, a phenomenon that is widely considered amenable to scientific investigation despite its puzzling subjective aspects. I focus on Integrated Information Theory (IIT), which says that consciousness is integrated information (as ϕMax) and says even simple systems with interacting parts possess some consciousness. First, I evaluate IIT on its own merits. Second, I compare it to a more traditionally derived theory called Neurobiological Naturalism (NN), which says consciousness is an evolved, emergent feature of complex brains.

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Dissertations / Theses on the topic "Integrated Information Theory (IIT)"

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Lee, Narm Hee. "Routing in high speed integrated services networks." Thesis, University of Cambridge, 1995. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.387455.

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Lloyd-Thomas, Harvey. "An integrated language model for automatic speech recognition." Thesis, University of Bristol, 1995. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.296693.

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Campos, Maria Luiza Machado. "A data modelling architecture for integrated schema and data." Thesis, University of East Anglia, 1992. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.332834.

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Ellia, Francesco <1990&gt. "Integrated Information Theory: an Empirically Testable Solution to the Mind-Body Problem." Doctoral thesis, Alma Mater Studiorum - Università di Bologna, 2021. http://amsdottorato.unibo.it/9977/1/Francesco%20Ellia%20-%20IIT%20an%20empirically%20testable%20solution%20to%20the%20mind%20body%20problem.pdf.

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The purpose of this dissertation is to show that consciousness can be studied scientifically and to illustrate a possible way to do it. In particular, I aim to show how Integrated Information Theory (IIT) can provide an empirically testable solution to the mind-body problem. In the first chapter, I introduce the mind-body problem, as the general problem of how mind and matter are related, and the hard problem, as the more specific problem of explaining how consciousness arises from matter. I then proceed to illustrate the terminology and work definitions that I will employ throughout the entir

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Manwani, Sharm. "An integrated framework for IT investment policies in transnational companies: theory and practice." Thesis, Henley Business School, 1999. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.289281.

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Olsson, H. A. Joakim. "An evaluation of the Integrated Information Theory against some central problems of consciousness." Thesis, Högskolan i Skövde, Institutionen för biovetenskap, 2015. http://urn.kb.se/resolve?urn=urn:nbn:se:his:diva-11659.

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This thesis evaluates the integrated information theory (IIT) by looking at how it may answer some central problems of consciousness that the author thinks any theory of consciousness should be able to explain. The problems concerned are the mind-body problem, the hard problem, the explanatory gap, the binding problem, and the problem of objectively detecting consciousness. The IIT is a computational theory of consciousness thought to explain the rise of consciousness. First the mongrel term consciousness is defined to give a clear idea of what is meant by consciousness in this thesis; followe

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Zhang, Wei Zhang. "Wireless receiver designs from information theory to VLSI implementation /." Diss., Atlanta, Ga. : Georgia Institute of Technology, 2009. http://hdl.handle.net/1853/31817.

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Thesis (Ph.D)--Electrical and Computer Engineering, Georgia Institute of Technology, 2010.<br>Committee Chair: Ma, Xiaoli; Committee Member: Anderson, David; Committee Member: Barry, John; Committee Member: Chen, Xu-Yan; Committee Member: Kornegay, Kevin. Part of the SMARTech Electronic Thesis and Dissertation Collection.

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Abia, Mike. "Pursuing fit: a grounded theory of e-recruitment in Namibia – an integrated jobseeker and agency perspective." Doctoral thesis, Faculty of Commerce, 2020. http://hdl.handle.net/11427/32428.

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The purpose of this study was to identify the main concern of jobseekers and recruitment agencies in electronic recruitment (e-recruitment) and determine how it was resolved. The country of Namibia was chosen for the study because many of its jobseekers and recruitment agencies are adopting e-recruitment to overcome challenges in their recruitment context. In order to meet the purpose of the study, Classic Grounded Theory Methodology (classic-GTM) was used. Through the application of classic-GTM it emerged that jobseekers' and recruitment agencies' perspectives on e-recruitment are varied and

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Shao, L. (Lan). "An extended model of decision field theory integrated with AHP structure for complex decision making problems." Master's thesis, University of Oulu, 2015. http://urn.fi/URN:NBN:fi:oulu-201505261672.

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Decision Field Theory (DFT) provides an approach to explain the deliberation process of decision making under dynamic environment. However, the performance of original DFT theory is imperfect when the dynamic environment is getting complex. This research is aimed to build an extended model of DFT with good explanation and prediction abilities under complex dynamic environment. The dynamic structure of Analytic Hierarchy Process (AHP) was used in order to improve the flexibility and adaptability of extended model. In this study, the systematic literature review (SLR) was conducted to explore t

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Ahmadipour, Mehrasa. "An Information-theoretic approach to integrated sensing and communication." Electronic Thesis or Diss., Institut polytechnique de Paris, 2022. http://www.theses.fr/2022IPPAT041.

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Les réseaux sans fil de la prochaine génération devraient prendre en charge les techniques de détection. Des exemples importants sont les systèmes de transport intelligents, où les véhicules détectent en permanence les changements environnementaux et échangent des informations avec les véhicules ou les serveurs centraux. Il existe des solutions naïves pour réaliser ces deux tâches, qui proposent de partager les ressources entre les deux. Cependant, les coûts élevés de spectre et de matériel de ces approches encouragent l’intégration des tâches de détection et de communication (ISAC) via une se

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Books on the topic "Integrated Information Theory (IIT)"

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Moore, Phil. The integrated classroom: Language, learning and I.T. Hodder & Stoughton, 1992.

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Applebaum, David. Probability and Information: An Integrated Approach. 2nd ed. Cambridge University Press, 2008.

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Applebaum, David. Probability and information: An integrated approach. 2nd ed. Cambridge University Press, 2008.

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Applebaum, David. Probability and information: An integrated approach. Cambridge University Press, 1996.

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Fujio, Maruyama, ed. Jōhō media-ron =: The theory of integrated media. Yachiyo Shuppan, 2000.

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Huynh, Van-Nam. Integrated Uncertainty Management and Applications. Springer-Verlag Berlin Heidelberg, 2010.

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Woch, Jens. Integrated natural language generation with Schema-TAGs. AKA, 2003.

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IUKM 2011 (2011 Hangzhou, China). Integrated uncertainty in knowledge modelling and decision making: International Symposium, IUKM 2011, Hangzhou, China, October 28-30, 2011 : proceedings. Springer, 2011.

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Grigor'ev, Anatoliy, Evgeniy Isaev, Vasiliy Kornilov, Aleksandr Morgunov, and Pavel Tarasov. Integrated object management information systems. Corporate information systems. INFRA-M Academic Publishing LLC., 2023. http://dx.doi.org/10.12737/1911031.

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The textbook discusses the most popular object management systems in business, providing the possibility of collective work of users united by common business processes, goals and objectives of production activities. It contains a description of management systems of various classes of corporate information systems, their functions, structure, classifications, features of application and implementation in the activities of enterprises. Meets the requirements of the federal state educational standards of higher education of the latest generation. For students of higher educational i

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Qu, Gang. Intellectual property protection in VLSI designs: Theory and practice. Kluwer Academic, 2003.

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Book chapters on the topic "Integrated Information Theory (IIT)"

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Liu, Guozhong, Shaohua Chen, and Fucheng Li. "Blended and Integrated Teaching of Theory, Simulation and Practice of Measurement and Control Circuit Course." In Proceedings of the 3rd International Conference on Internet, Education and Information Technology (IEIT 2023). Atlantis Press International BV, 2023. http://dx.doi.org/10.2991/978-94-6463-230-9_22.

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Hevner, Alan, and Samir Chatterjee. "On Design Theory." In Integrated Series in Information Systems. Springer US, 2010. http://dx.doi.org/10.1007/978-1-4419-5653-8_4.

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Tononi, Giulio. "Integrated Information Theory of Consciousness." In The Blackwell Companion to Consciousness. John Wiley & Sons, Ltd, 2017. http://dx.doi.org/10.1002/9781119132363.ch44.

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Tononi, Giulio. "The Integrated Information Theory of Consciousness." In The Blackwell Companion to Consciousness. John Wiley & Sons, Ltd, 2017. http://dx.doi.org/10.1002/9781119132363.ch17.

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de Barros, J. Acacio, Carlos Montemayor, and Leonardo P. G. De Assis. "Contextuality in the Integrated Information Theory." In Quantum Interaction. Springer International Publishing, 2017. http://dx.doi.org/10.1007/978-3-319-52289-0_5.

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Holt, Anatol W., and Felice Cardone. "An Organizational Theory of Information." In Information System Concepts: An Integrated Discipline Emerging. Springer US, 2000. http://dx.doi.org/10.1007/978-0-387-35500-9_6.

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Chen, T. S., and T. G. Gough. "Building a Fully Integrated Hospital Information System." In Critical Issues in Systems Theory and Practice. Springer US, 1995. http://dx.doi.org/10.1007/978-1-4757-9883-8_93.

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Guerrero, Luz Enith, Jeferson Arango-López, Luis Fernando Castillo, and Fernando Moreira. "Integrated Information Theory with PyPhi: Testing and Improvement Strategies." In Information Systems and Technologies. Springer Nature Switzerland, 2024. http://dx.doi.org/10.1007/978-3-031-45642-8_44.

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Novák, Vilém. "Towards Formalized Integrated Theory of Fuzzy Logic." In Fuzzy Logic and its Applications to Engineering, Information Sciences, and Intelligent Systems. Springer Netherlands, 1995. http://dx.doi.org/10.1007/978-94-009-0125-4_35.

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Demirhan, Habip. "Integrated Public Financial Management Information Systems in Turkey." In Accounting, Finance, Sustainability, Governance & Fraud: Theory and Application. Springer Singapore, 2020. http://dx.doi.org/10.1007/978-981-15-1914-7_12.

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Conference papers on the topic "Integrated Information Theory (IIT)"

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Welling, Truman, Onur Günlü, and Aylin Yener. "Transmitter Actions for Secure Integrated Sensing and Communication." In 2024 IEEE International Symposium on Information Theory (ISIT). IEEE, 2024. http://dx.doi.org/10.1109/isit57864.2024.10619448.

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Chen, Yiqi, Tobias Oechtering, Holger Boche, Mikael Skoglund, and Yuan Luo. "Distribution-Preserving Integrated Sensing and Communication with Secure Reconstruction." In 2024 IEEE International Symposium on Information Theory (ISIT). IEEE, 2024. http://dx.doi.org/10.1109/isit57864.2024.10619214.

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Liu, Yao, Min Li, Lawrence Ong, and Aylin Yener. "Bistatic Integrated Sensing and Communication over Memoryless Relay Channels." In 2024 IEEE International Symposium on Information Theory (ISIT). IEEE, 2024. http://dx.doi.org/10.1109/isit57864.2024.10619459.

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Nikbakht, Homa, Michéle Wigger, Shlomo Shamai, and H. Vincent Poor. "Integrated Sensing and Communication in the Finite Blocklength Regime." In 2024 IEEE International Symposium on Information Theory (ISIT). IEEE, 2024. http://dx.doi.org/10.1109/isit57864.2024.10619685.

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Xu, Chan, and Shuowen Zhang. "Integrated Sensing and Communication Exploiting Prior Information: How Many Sensing Beams are Needed?" In 2024 IEEE International Symposium on Information Theory (ISIT). IEEE, 2024. http://dx.doi.org/10.1109/isit57864.2024.10619398.

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Attiah, Kareem M., and Wei Yu. "Beamforming Design for Integrated Sensing and Communications Using Uplink-Downlink Duality." In 2024 IEEE International Symposium on Information Theory (ISIT). IEEE, 2024. http://dx.doi.org/10.1109/isit57864.2024.10619361.

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Jiao, Tian, Zhiqiang Wei, Yanlin Geng, Kai Wan, Zai Yang, and Giuseppe Caire. "Rate-Distortion Tradeoff of Bistatic Integrated Sensing and Communication." In 2024 IEEE Information Theory Workshop (ITW). IEEE, 2024. https://doi.org/10.1109/itw61385.2024.10806984.

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Sun, Xiaojia, Mei Huang, Jun Zhan, et al. "Integrated energy optimisation scheduling based on information gap decision theory." In 2024 4th International Conference on New Energy and Power Engineering (ICNEPE). IEEE, 2024. https://doi.org/10.1109/icnepe64067.2024.10860513.

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Lai, Wen-Cheng, His-Jen Liu, Yu-Xiang Xu, Shi-Zhen Huang, Chun-Hsien Yu, and Tao-Sen Cheng. "Integrated High-Gain Broadband Low Noise Amplifier Receiver with Ultra-Wideband Antenna." In 2024 International Symposium on Information Theory and Its Applications (ISITA). IEEE, 2024. https://doi.org/10.23919/isita60732.2024.10858252.

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Bateni, Seyed Ali, and Mohammad Mahdi Naghsh. "Design and Implementation of a Radar Based Integrated Sensing and Communication System." In 2025 13th Iran Workshop on Communication and Information Theory (IWCIT). IEEE, 2025. https://doi.org/10.1109/iwcit67595.2025.11072982.

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Reports on the topic "Integrated Information Theory (IIT)"

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Stracuzzi, David J. Combining deduction and abduction : toward an integrated theory of information processing. Office of Scientific and Technical Information (OSTI), 2012. http://dx.doi.org/10.2172/1055614.

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Leslie, Jean, and William Pasmore. Leading Beyond Barriers: Creating Impact in an Age of Polycrisis. Center for Creative Leadership, 2025. https://doi.org/10.35613/ccl.2025.2060.

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This paper examines the structural impediments to addressing systemic global challenges in what scholars term a “polycrisis” environment—where multiple crises interact and amplify each other through interconnected systems. The analysis identifies two primary categories of barriers: belief systems that disconnect individuals from systemic issues and social barriers that hinder collective action. Drawing on successful historical interventions like smallpox eradication and polio elimination, the authors establish four essential components for systemic change: technological capability, cross-bound

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Johnson, Eric M., Robert Urquhart, and Maggie O'Neil. The Importance of Geospatial Data to Labor Market Information. RTI Press, 2018. http://dx.doi.org/10.3768/rtipress.2018.pb.0017.1806.

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School-to-work transition data are an important component of labor market information systems (LMIS). Policy makers, researchers, and education providers benefit from knowing how long it takes work-seekers to find employment, how and where they search for employment, the quality of employment obtained, and how steady it is over time. In less-developed countries, these data are poorly collected, or not collected at all, a situation the International Labour Organization and other donors have attempted to change. However, LMIS reform efforts typically miss a critical part of the picture—the geosp

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Borgida, Alex, and Ralf Küsters. What's not in a name? Initial Explorations of a Structural Approach to Integrating Large Concept Knowledge-Bases. Aachen University of Technology, 1999. http://dx.doi.org/10.25368/2022.101.

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Aus der Einleitung: Given two ontologies/terminologies collections of terms and their 'meanings' as used in some universe of discourse (UofD), our general task is to integrate them into a single ontology, which captures the meanings of the original terms and their inter-relationships. This problem is motivated by several application scenarios: • First, such ontologies have been and are being developed independently by multiple groups for knowledge-based and other applications. Among others, medicine is an area in which such ontologies already abound [RZStGC, CCHJ94, SCC97]. • Second, a traditi

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Wright, Alex, Peter Sanders, John Proust, Robin Workman, Tadas Andriejauskas, and Hao Ye. The new toolkit for highways asset management. TRL, 2021. http://dx.doi.org/10.58446/ojct3729.

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The application of consistent, reliable information is a key component of highway asset management. However, the tools to understand asset performance have developed rapidly over the last decade. These include asset surveys, intelligent infrastructure monitoring, crowd sourcing, remote sensing, data analytics and visualisation. However, their potential is not yet being fully exploited within the highway environment. By bringing these components of sensing and measurement together we could better understand highway assets and improve reactive and proactive decisions. This paper discusses the to

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Chapelet, Pierre. Analysis of the Education Management and Information System of Jamaica: Diagnosis and Proposal for Strengthening the EMIS. Inter-American Development Bank, 2022. http://dx.doi.org/10.18235/0004619.

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This document analyzes the functioning of the Education Management and Information System (EMIS) of Jamaica, its strengths and challenges related to the key management processes and structural conditions. A survey methodology was used for the analysis of the six key management processes - (i) Physical infrastructure and equipment; (ii) Schools1; (iii) Human resources, budget and finance; (iv) Students and learning; (v) Digital content for teacher training and students learning; and (vi) Tools for strategic management - and the two structural conditions - (i) Technological infrastructure and (i

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Gradín, Carlos. WIID Companion (March 2021): integrated and standardized series. UNU-WIDER, 2021. http://dx.doi.org/10.35188/unu-wider/wtn/2021-5.

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This document is part of a series of technical notes describing the compilation of a new companion database that complements the World Income Inequality Database. It aims at facilitating the analysis of inequality as well as progress in achieving the global goal of reducing inequality within and across countries. This new dataset also includes an annual series reporting the income distribution at the percentile level for all citizens in the world, regardless of where they live, since 1950 to present. A previous note described the selection of income distribution series. Since these series may

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Bilovska, Natalia. INTERACTIVE STYLES: PERSPECTIVES OF EMERGENCE, ESTABLISHMENT AND DEVELOPMENT. Ivan Franko National University of Lviv, 2024. http://dx.doi.org/10.30970/vjo.2024.54-55.12168.

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Stylistics can be considered as a field of study that crosses text theory, linguistics, and journalism. Although different schools create different approaches to stylistics, each stylistic approach will include in its paradigm some basic factors, such as the reader and the author. This article shows how these factors interact with each other and, ultimately, create the basis for the emergence of a new field in Ukrainian journalism – interactive stylistics. The study is devoted to interactive stylistics, which is considering as a field based on the text’s own pragmatic potential in the context

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Gwin, Catherine, Mayra Ruiz, Saleema Vellani, and Alejandro Guerrero. IDB-9: Access to Information. Inter-American Development Bank, 2013. http://dx.doi.org/10.18235/0010517.

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Following up on the IDB-9 commitments, the Inter-American Development Bank (IDB, or Bank) established a new Access to Information Policy that took effect on January 1, 2011. The new policy was expected to match international best practices and to increase the overall transparency of the Bank, strengthening its governance and development effectiveness. This review assesses the extent to which the access to information reform has been fully and effectively implemented. The review finds that the new policy largely matches best practices in comparator institutions, with, however, one provision tha

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Olefirenko, Nadiia V., Ilona I. Kostikova, Nataliia O. Ponomarova, Liudmyla I. Bilousova, and Andrey V. Pikilnyak. E-learning resources for successful math teaching to pupils of primary school. [б. в.], 2019. http://dx.doi.org/10.31812/123456789/3266.

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Ukrainian primary schools are undergoing significant changes as for Reform ‘New Ukrainian School’, it reflects rapid updating information technology and high level of children’ informational activity. Primary schools are basically focused on development subject knowledge and general study skills. One of the ways of their developing is to use tools and apps. There are the examples of using interactive tools and apps for teaching Math for young learners by teachers-to-be in the article. The article presents as well the experimental data about training teachers-to-be to use tools and apps. Intera

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