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From data to models and back = 9th I...

DataMod (Symposium) (2020 :)

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From data to models and back = 9th International Symposium, DataMod 2020, Virtual Event, October 20, 2020 : revised selected papers /

Record Type:	Electronic resources : Monograph/item
Title/Author:	From data to models and back/ edited by Juliana Bowles, Giovanna Broccia, Mirco Nanni.
Reminder of title:	9th International Symposium, DataMod 2020, Virtual Event, October 20, 2020 : revised selected papers /
remainder title:	DataMod 2020
other author:	Bowles, Juliana.
corporate name:	DataMod (Symposium)
Published:	Cham :Springer International Publishing : : 2021.,
Description:	xii, 227 p. :ill., digital ;24 cm.
[NT 15003449]:	Synthesis 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.
Contained By:	Springer Nature eBook
Subject:	Software engineering - Congresses. -
Online resource:	https://doi.org/10.1007/978-3-030-70650-0
ISBN:	9783030706500

From data to models and back = 9th International Symposium, DataMod 2020, Virtual Event, October 20, 2020 : revised selected papers /
From data to models and back9th International Symposium, DataMod 2020, Virtual Event, October 20, 2020 : revised selected papers /[electronic resource] :DataMod 2020edited by Juliana Bowles, Giovanna Broccia, Mirco Nanni. - Cham :Springer International Publishing :2021. - xii, 227 p. :ill., digital ;24 cm. - Lecture notes in computer science,126110302-9743 ;. - Lecture notes in computer science ;12611..

Synthesis 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.

This 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.

ISBN: 9783030706500

Standard No.: 10.1007/978-3-030-70650-0doiSubjects--Topical Terms:

696781
Software engineering
--Congresses.

LC Class. No.: QA76.758

Dewey Class. No.: 005.1015113

From data to models and back = 9th International Symposium, DataMod 2020, Virtual Event, October 20, 2020 : revised selected papers /
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520 $a This 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.
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