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245 1 0 _aFrom Data to Models and Back
_h[electronic resource] :
_b9th International Symposium, DataMod 2020, Virtual Event, October 20, 2020, Revised Selected Papers /
_cedited by Juliana Bowles, Giovanna Broccia, Mirco Nanni.
250 _a1st ed. 2021.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2021.
300 _aXII, 227 p. 49 illus.
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336 _atext
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337 _acomputer
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338 _aonline resource
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490 1 _aProgramming and Software Engineering,
_x2945-9168 ;
_v12611
505 0 _aSynthesis and Pruning as a Dynamic Compression Strategy for Efficient Deep Neural Networks -- Exploring Graph-Based Neural Networks for Automatic Brain Tumor Segmentation -- STDI-Net: Spatial-Temporal Network with Dynamic Interval Mapping for Bike Sharing Demand Prediction -- A Simulation-Based Approach for the Behavioural Analysis of Cancer Pathways -- Discovering the Impact of Notifications on Social Network Addiction -- A Simulation Study on Demand Disruptions and Limited Resources for Healthcare Provision -- A Formal Model for Emulating the Generation of Human Knowledge in Semantic Memory -- Analysis of COVID-19 data with PRISM: Parameter Estimation and SIR Modelling -- A Formal Model for the Simulation and Analysis of Early Biofilm Formation -- Query Rewriting On Path Views Without Integrity Constraints -- Evaluating Trace Encoding Methods in Process Mining -- Semantic Annotations in Clinical Guidelines -- Deriving Performance Measures of Workflow in Radiation Therapy from Real-Time Data.-Handshape Classification in a Reverse Dictionary of Sign Languages for the Deaf.
520 _aThis book constitutes the refereed proceedings of the 9th International Symposium on From Data Models and Back, DataMod 2020, held virtually, in October 2020. The 11 full papers and 3 short papers presented in this book were selected from 19 submissions. The papers are grouped in these topical sections: machine learning; simulation-based approaches, and data mining and processing related approaches.
650 0 _aSoftware engineering.
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650 0 _aArtificial intelligence.
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650 1 4 _aSoftware Engineering.
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650 2 4 _aArtificial Intelligence.
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650 2 4 _aTheory of Computation.
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700 1 _aBowles, Juliana.
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700 1 _aBroccia, Giovanna.
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700 1 _aNanni, Mirco.
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830 0 _aProgramming and Software Engineering,
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