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ORCIDDataMod@CIKM 2020: Virtual Event, Ireland
- Juliana Bowles
, Giovanna Broccia, Mirco Nanni:
From Data to Models and Back - 9th International Symposium, DataMod 2020, Virtual Event, October 20, 2020, Revised Selected Papers. Lecture Notes in Computer Science 12611, Springer 2021, ISBN 978-3-030-70649-4
Machine Learning
- Alastair Finlinson, Sotiris Moschoyiannis:
Synthesis and Pruning as a Dynamic Compression Strategy for Efficient Deep Neural Networks. 3-17 - Camillo Saueressig, Adam Berkley, Elliot Kang, Reshma Munbodh, Ritambhara Singh:
Exploring Graph-Based Neural Networks for Automatic Brain Tumor Segmentation. 18-37 - Weiguo Pian, Yingbo Wu, Ziyi Kou:
STDI-Net: Spatial-Temporal Network with Dynamic Interval Mapping for Bike Sharing Demand Prediction. 38-53
Simulation-Based Approaches
- Agastya Silvina, Guilherme Redeker, Thais Webber, Juliana Bowles:
A Simulation-Based Approach for the Behavioural Analysis of Cancer Pathways. 57-71 - Lucia Nasti, Andrea Michienzi, Barbara Guidi:
Discovering the Impact of Notifications on Social Network Addiction. 72-86 - Juliana Bowles, Ricardo M. Czekster, Guilherme Redeker, Thais Webber:
A Simulation Study on Demand Disruptions and Limited Resources for Healthcare Provision. 87-103 - Antonio Cerone, Graham Pluck:
A Formal Model for Emulating the Generation of Human Knowledge in Semantic Memory. 104-122 - Paolo Milazzo:
Analysis of COVID-19 Data with PRISM: Parameter Estimation and SIR Modelling. 123-133 - Antonio Cerone, Enrico Marsili:
A Formal Model for the Simulation and Analysis of Early Biofilm Formation. 134-151
Data Mining and Processing Related Approaches
- Julien Romero, Nicoleta Preda, Fabian M. Suchanek:
Query Rewriting on Path Views Without Integrity Constraints. 155-173 - Sylvio Barbon Junior, Paolo Ceravolo, Ernesto Damiani, Gabriel Marques Tavares:
Evaluating Trace Encoding Methods in Process Mining. 174-189 - Fahrurrozi Rahman, Juliana Bowles:
Semantic Annotations in Clinical Guidelines. 190-205 - Reshma Munbodh, Kara L. Leonard, Eric E. Klein:
Deriving Performance Measures of Workflow in Radiation Therapy from Real-Time Data. 206-216 - Alikhan Abutalipov, Aigerim Janaliyeva, Medet Mukushev, Antonio Cerone, Anara Sandygulova:
Handshape Classification in a Reverse Dictionary of Sign Languages for the Deaf. 217-226
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