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From data to models and back9th Inte...

(1998 :)

From data to models and back9th International Symposium, DataMod 2020, Virtual Event, October 20, 2020 : revised selected papers /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	From data to models and backedited by Juliana Bowles, Giovanna Broccia, Mirco Nanni.
其他題名:	9th International Symposium, DataMod 2020, Virtual Event, October 20, 2020 : revised selected papers /
其他題名:	DataMod 2020
其他作者:	Bowles, Juliana.
團體作者:
出版者:	Cham :Springer International Publishing :2021.
面頁冊數:	xii, 227 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Software engineering
電子資源:	https://doi.org/10.1007/978-3-030-70650-0
ISBN:	9783030706500$q(electronic bk.)

From data to models and back9th 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 ;4891..

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$q(electronic bk.)

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

253562
Software engineering

LC Class. No.: QA76.758

Dewey Class. No.: 005.1015113

From data to models and back9th International Symposium, DataMod 2020, Virtual Event, October 20, 2020 : revised selected papers /
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