Search for dissertations about: "network information theory"
Showing result 1 - 5 of 279 swedish dissertations containing the words network information theory.
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1. Design researchers' information sharing : the enactment of a discipline
Abstract : This thesis is about information sharing in interdisciplinary research practices. It reports one conceptual and three empirical studies. The studies have been conducted through focusing on the field of design research, and in particular on a Nordic network of design researchers. READ MORE
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2. Information-Theoretic Generalization Bounds: Tightness and Expressiveness
Abstract : Machine learning has achieved impressive feats in numerous domains, largely driven by the emergence of deep neural networks. Due to the high complexity of these models, classical bounds on the generalization error---that is, the difference between training and test performance---fail to explain this success. READ MORE
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3. Gnutella Network Traffic : Measurements and Characteristics
Abstract : Wide availability of computing resources at the edge of the network has lead to the appearance of new services based on peer-to-peer architectures. In a peer-to-peer network nodes have the capability to act both as client and server. READ MORE
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4. Information system and organization as multipurpose network
Abstract : Information systems (IS) are widely acknowledged to be central for contemporary organizations. Along with the increasing importance of new IS in organizations, a school of thought has developed over the last few years that claims that IS and organizations mutually shape each other. READ MORE
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5. Robust inference of gene regulatory networks : System properties, variable selection, subnetworks, and design of experiments
Abstract : In this thesis, inference of biological networks from in vivo data generated by perturbation experiments is considered, i.e. deduction of causal interactions that exist among the observed variables. Knowledge of such regulatory influences is essential in biology. READ MORE