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Towards a Unified Information-Theoretic Framework for Generalization [article]

Mahdi Haghifam, Gintare Karolina Dziugaite, Shay Moran, Daniel M. Roy
2021 arXiv   pre-print
In this work, we investigate the expressiveness of the "conditional mutual information" (CMI) framework of Steinke and Zakynthinou (2020) and the prospect of using it to provide a unified framework for  ...  Moreover, we prove a general reduction showing that "leave-one-out" analysis is expressible via the CMI framework.  ...  Acknowledgments The authors would like to thank Blair Bilodeau, Mufan Bill Li, and Jeffery Negrea for feedback on drafts of this work.  ... 
arXiv:2111.05275v2 fatcat:ji25ndu3kfatbocbuirlq3sbwy

Towards a Quantum-Like Cognitive Architecture for Decision-Making [article]

Catarina Moreira, Lauren Fell, Shahram Dehdashti, Peter Bruza, Andreas Wichert
2019 arXiv   pre-print
We propose an alternative and unifying framework for decision-making that, by using quantum mechanics, provides more generalised cognitive and decision models with the ability to represent more information  ...  This framework can accommodate and predict several cognitive biases reported in Lieder & Griffiths without heavy reliance on heuristics nor on assumptions of the computational resources of the mind.  ...  We proposed a unifying framework for decision-making based on quantum mechanics that provides more generalised decision models capable of representing more information than classical models.  ... 
arXiv:1905.05176v1 fatcat:4npvb34cvvg6noebufamnmyofu

Steepest entropy ascent model for far-nonequilibrium thermodynamics: Unified implementation of the maximum entropy production principle

Gian Paolo Beretta
2014 Physical Review E  
The present formulation constitutes a generalization also for the quantum thermodynamics framework.  ...  It is hoped that the present unifying approach may prove useful in providing a fresh basis for effective, thermodynamically consistent, numerical models and theoretical treatments of irreversible conservative  ...  In a variety of fields of application, the present unifying approach may prove useful in providing a new basis for effective numerical and theoretical models of irreversible, conservative relaxation towards  ... 
doi:10.1103/physreve.90.042113 pmid:25375444 fatcat:xuzgnwhk7ze6loed3yurvh4jtm

Partial information decomposition as a unified approach to the characterization and design of neural goal functions

Michael Wibral, William A Phillips, Joseph T Lizier, Viola Priesemann
2015 BMC Neuroscience  
Using this approach we show how to better understand existing neural goal functions using PID measures and provide an information theoretic framework for the design of novel goal functions for artificial  ...  "edge filters"), but calls for an abstract framework. Here, information theory is the obvious candidate.  ...  Using this approach we show how to better understand existing neural goal functions using PID measures and provide an information theoretic framework for the design of novel goal functions for artificial  ... 
doi:10.1186/1471-2202-16-s1-p199 pmcid:PMC4699032 fatcat:o3pewuomungg7er5n3ud5t6i2a

A Framework Of The Factors Affecting The Adoption Of Ict For Physical Education

T. T. Ntshakala, S. D. Eyono Obono
2013 Zenodo  
It was found that the Unified Theory of Acceptance and Use of Technology (UTAUT) is the most adequate theoretical framework for the modeling of ICT adoption factors for physical education.  ...  The proposed model is based on a sound theoretical framework. It was designed following a literature review of technology adoption theories and of ICT adoption factors for physical education.  ...  The section ends with the presentation of the fitness of the above mentioned factors in the identified theoretical frameworks, as a step towards the selection of the most appropriate theoretical framework  ... 
doi:10.5281/zenodo.1087506 fatcat:pwtxton4vzhm3d56wclhlh4iku

Towards a Transdisciplinary Frame: Bridging Domains, a Multidimensional Approach to Information

José María Díaz Nafría, Francisco Salto Alemany
2011 tripleC: Communication, Capitalism & Critique  
, searching for a transdisciplinary treatment of theoretical, technical and practical problems concerning information.  ...  of real processes and a global stance towards problems concerning information.  ...  How can we simultaneously grant the diversity of information phenomena and the rigour of its theoretical apprehension in a unifying framework?  ... 
doi:10.31269/triplec.v9i2.276 fatcat:afwsagpib5bqlaj6knq4b7vl6y

Towards a Transdisciplinary Frame: Bridging Domains, a Multidimensional Approach to Information

José María Díaz Nafría, Francisco Salto Alemany
2011 tripleC: Communication, Capitalism & Critique  
, searching for a transdisciplinary treatment of theoretical, technical and practical problems concerning information.  ...  of real processes and a global stance towards problems concerning information.  ...  How can we simultaneously grant the diversity of information phenomena and the rigour of its theoretical apprehension in a unifying framework?  ... 
doi:10.31269/vol9iss2pp286-294 fatcat:pgyotjz4wbfcfai22hng3d5p3q

Building Theoretical Foundations for Electronic Governance Benchmarking [chapter]

Adegboyega Ojo, Tomasz Janowski, Elsa Estevez
2011 Lecture Notes in Computer Science  
This not only created a unifying theoretical basis for conceptualizing the EGOV benchmarking activity but allowed learning from and integrating existing conceptualizations.  ...  In order to address this problem, this paper: 1) explains the nature of the EGOV benchmarking activity though a wellestablished theoretical framework -Activity Theory, 2) applies the framework to carry  ...  This paper makes a step towards building a theoretical framework for EGOV benchmarking which relies on Activity Theory and which unifies existing conceptualizations.  ... 
doi:10.1007/978-3-642-22878-0_2 fatcat:dojmntvcvrav5jz22qrwcvl2n4

Editorial: High Performance Cognition: Information-Processing in Complex Skills, Expert Performance, and Flow

Benjamin Ultan Cowley, Frederic Dehais, Stephen Fairclough, Alexander John Karran, Jussi Palomäki, Otto Lappi
2020 Frontiers in Psychology  
Yet such a framework will refine the generic term HPC to a definition of cognitive performance, and thereby provide grounds for empirical predictions and a direction for future work for many years.  ...  This theme also reflects in theoretical contributions which call for revision of the longstanding constructs of deliberate practice and Flow, to either account for interdependency in a more holistic framework  ...  AUTHOR CONTRIBUTIONS All authors listed have made a substantial, direct and intellectual contribution to the work, and approved it for publication.  ... 
doi:10.3389/fpsyg.2020.579950 pmid:33123061 pmcid:PMC7573541 fatcat:of75z6wutrakbalfppskld3ppm

Theoretical Model of User Acceptance: In the View of Measuring Success in Web Personalization [chapter]

Mohd Afandi Md Amin, Richi Nayak
2010 IFIP Advances in Information and Communication Technology  
This paper attempts to develop a theoretical acceptance model for measuring Web personalization success.  ...  These variables could provide a framework for better understanding of numerous factors that contribute to the success measures of Web personalization technology.  ...  Theoretical Model and Methodology TPB as a Framework From the four theories that defined success, TPB has been chosen as a framework for constructing the Web personalization success model.  ... 
doi:10.1007/978-3-642-15231-3_25 fatcat:lo646dm6szd2tot3mbviwbjhuu

Exploiting Convolutional Representations for Multiscale Human Settlement Detection [article]

Dalton Lunga, Dilip Patlolla, Lexie Yang, Jeanette Weaver, and Budhendra Bhadhuri
2017 arXiv   pre-print
We test this premise and explore representation spaces from a single deep convolutional network and their visualization to argue for a novel unified feature extraction framework.  ...  By leveraging the same convolutional feature extractors and viewing them as visual information extractors that encode different image representation spaces, we demonstrate a preliminary inductive transfer  ...  The United States Government retains and the publisher, by accepting the article for publication, acknowledges that the United States Government retains a non-exclusive, paid-up, irrevocable, world-wide  ... 
arXiv:1707.05683v1 fatcat:hdkczovbnvajpmdhz7yjziishm

Complex Networks

Carlos Gershenson, Mikhail Prokopenko
2011 Artificial Life  
Acknowledgements We should like to thank all the reviewers for this special issue for their timely Wrobel, and Larry Yaeger.  ...  We are also grateful for the support provided by the organizers of the ALife XII conference for facilitating the organization of the session on complex networks.  ...  Another step towards a generic framework for networks science is made by Lizier et al.  ... 
doi:10.1162/artl_e_00037 pmid:21762018 fatcat:4vlzcgkkm5ehxbjfw5ruzhhrxa

Anchoring Knowledge in Interaction: Towards a Harmonic Subsymbolic/Symbolic Framework and Architecture of Computational Cognition [chapter]

Tarek R. Besold, Kai-Uwe Kühnberger, Artur d'Avila Garcez, Alessandro Saffiotti, Martin H. Fischer, Alan Bundy
2015 Lecture Notes in Computer Science  
Developing, theoretically and practically, a conceptual framework and corresponding architecture that model an agent's knowledge, thinking, and acting as interrelated parts of a unified cognitive capacity  ...  of a unified cognitive capacity.  ...  of a unified cognitive capacity.  ... 
doi:10.1007/978-3-319-21365-1_4 fatcat:w5vi2xkbjjanlckvfhaumssmiq

Digital-Biotechnology: A Framework of Bioinformatics used Mobile-Health Technologies in Nigeria-Universities 5G-Readiness Deployment-Plan

Abdullahi Hassan Birnin-Kudu, Institute for Advanced and Smart Digital Opportunities, School of Computing, Universiti Utara Malaysia, Kedah, 06010 Sintok, MALAYSIA, Hapini Awang, Wan Rozaini Sheik Osman, Faculty of Computing and Information Technology, Federal University Dutse, Dutse, Jigawa State, NIGERIA, Digital Technology Knowledge Development Center: Sarkin Kudu Hassan Jibril Memorial Development Foundation, No.2 Bodan Street Birnin Kudu Jigawa State, NIGERIA, Institute for Advanced and Smart Digital Opportunities, School of Computing, Universiti Utara Malaysia, Kedah, 06010 Sintok, MALAYSIA, Institute for Advanced and Smart Digital Opportunities, School of Computing, Universiti Utara Malaysia, Kedah, 06010 Sintok, MALAYSIA
2022 Emerging Advances in Integrated Technology  
The study has discussed several theoretical and practical implications of digital bioinformatics for system designers and developers.  ...  DBII can also use Internet services or Fourth Generation (4G), and Fifth Generation (5G) services for its deployment and implementation opportunities in developing nations health and healthcare system  ...  values to improve validation processes, hypotheses generation and hypotheses testing towards development of digital bioinformatics framework.  ... 
doi:10.30880/emait.2022.03.01.008 fatcat:updth6fh5vff7e37d5knzbzagq

Book review of Mackey T. and Jacobson, T. 2014. Metaliteracy: reinventing information literacy to empower learners. Chicago, IL: Neal-Schuman

Christopher Guy Walker
2014 Journal of Information Literacy  
Chapter one provides a theoretical grounding, establishing a framework for metaliteracy by covering some of the wider literature.  ...  In their opening sentence, they set out a clear and unambiguous aim which is to present a comprehensive and unifying framework of related literacies called metaliteracy.  ... 
doi:10.11645/8.2.1952 fatcat:7s4xtaftnzbmhk4lfsvyh47mzi
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