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From Data to Models and Back : 9th International Symposium, DataMod 2020, Virtual Event, October 20, 2020, Revised Selected Papers / edited by Juliana Bowles, Giovanna Broccia, Mirco Nanni.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- LNCS sublibrary. Programming and software engineering 2945-9168 ; SL 2, 12611
- Programming and Software Engineering, 2945-9168 ; 12611
- Language:
- English
- Subjects (All):
- Software engineering.
- Artificial intelligence.
- Computer science.
- Software Engineering.
- Artificial Intelligence.
- Theory of Computation.
- Local Subjects:
- Software Engineering.
- Artificial Intelligence.
- Theory of Computation.
- Physical Description:
- 1 online resource (XII, 227 pages) : 49 illustrations
- Edition:
- 1st ed. 2021.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2021.
- System Details:
- text file PDF
- Summary:
- 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.
- Contents:
- 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.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-030-70650-0
- 9783030706500
- Access Restriction:
- Restricted for use by site license.
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