Search for dissertations about: "network prediction"

Showing result 1 - 5 of 131 swedish dissertations containing the words network prediction.

  1. 1. Functional association networks for disease gene prediction

    University dissertation from Stockholm : Department of Biochemistry and Biophysics, Stockholm University

    Author : Dimitri Guala; Erik L L Sonnhammer; Hjalmar Brismar; Yves Moreau; [2017]
    Keywords : NATURVETENSKAP; NATURAL SCIENCES; network biology; biological networks; network prediction; functional association; functional coupling; network integration; functional association networks; genome-wide association networks; gene networks; protein networks; fret; functional enrichment analysis; network cross-talk; pathway annotation; gene prioritisation; network-based gene prioritization; benchmarking; biokemi med inriktning mot bioinformatik; Biochemistry towards Bioinformatics;

    Abstract : Mapping of the human genome has been instrumental in understanding diseasescaused by changes in single genes. However, disease mechanisms involvingmultiple genes have proven to be much more elusive. Their complexityemerges from interactions of intracellular molecules and makes them immuneto the traditional reductionist approach. READ MORE

  2. 2. On protein structure, function and modularity from an evolutionary perspective

    University dissertation from Linköping : Linköping University Electronic Press

    Author : Robert Pilstål; Björn Wallner; Maria Sunnerhagen; Mauno Vihinen; [2018]
    Keywords : NATURVETENSKAP; NATURAL SCIENCES; bioinformatics; structure; biology; intrinsical; disorder; protein; sequence; evolution; mutation; epistasis; function; allostery; dynamics; simulation; prediction; graph; network; bioinformatik; struktur; biologi; strukturbiologi; intrinsiellt; oordnad; protein; sekvens; evolution; mutation; epistasis; funktion; allosteri; dynamik; simulation; prediktion; graf; nätverk;

    Abstract : We are compounded entities, given life by a complex molecular machinery. When studying these molecules we have to make sense of a diverse set of dynamical nanostructures with wast and intricate patterns of interactions. READ MORE

  3. 3. Short-Term Traffic Prediction in Large-Scale Urban Networks

    University dissertation from Stockholm : KTH Royal Institute of Technology

    Author : Matej Cebecauer; Erik Jenelius; Wilco Burghout; Balázs Kulcsár; [2019]
    Keywords : TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; travel time prediction; short-term travel time prediction; traffic prediction; clustering; partitioning; spatio-temporal partitioning; large-scale prediction; PPCA; 3D speed map; Transportvetenskap; Transport Science;

    Abstract : City-wide travel time prediction in real-time is an important enabler for efficient use of the road network. It can be used in traveler information to enable more efficient routing of individual vehicles as well as decision support for traffic management applications such as directed information campaigns or incident management. READ MORE

  4. 4. Exploring the Boundaries of Gene Regulatory Network Inference

    University dissertation from Stockholm : Department of Biochemistry and Biophysics, Stockholm University

    Author : Andreas Tjärnberg; Erik Sonnhammer; Richard Bonneau; [2015]
    Keywords : NATURVETENSKAP; NATURAL SCIENCES; GRN; gene regulatory network; network inference; signal to noise ratio; model selection; variable selection; data properties; reverse engineering; ordinary differential equations; gene networks; linear regression; lasso; biokemi med inriktning mot bioinformatik; Biochemistry towards Bioinformatics;

    Abstract : To understand how the components of a complex system like the biological cell interact and regulate each other, we need to collect data for how the components respond to system perturbations. Such data can then be used to solve the inverse problem of inferring a network that describes how the pieces influence each other. READ MORE

  5. 5. Modeling prediction and pattern recognition in the early visual and olfactory systems

    University dissertation from Stockholm : Department of Biochemistry and Biophysics, Stockholm University

    Author : Bernhard Kaplan; Lansner Anders; Fred Hamker; []
    Keywords : NATURVETENSKAP; NATURAL SCIENCES; spiking neural networks; pattern recognition; self-organization; prediction; anticipation; visual system; olfactory system; modeling; Computer Science; Datalogi;

    Abstract : Our senses are our mind's window to the outside world and determine how we perceive our environment.Sensory systems are complex multi-level systems that have to solve a multitude of tasks that allow us to understand our surroundings. READ MORE