Computational Science -- ICCS 2020 20th International Conference, Amsterdam, The Netherlands, June 3-5, 2020, Proceedings. Part IV /
The seven-volume set LNCS 12137, 12138, 12139, 12140, 12141, 12142, and 12143 constitutes the proceedings of the 20th International Conference on Computational Science, ICCS 2020, held in Amsterdam, The Netherlands, in June 2020.* The total of 101 papers and 248 workshop papers presented in this boo...
| Corporate Authors: | International Conference on Computational Science Amsterdam, Netherlands) |
|---|---|
| Other Authors: | International Conference on Computational Science, Krzhizhanovskaya, Valeria V., Závodszky, Gábor., Lees, Michael H., Dongarra, J. J., Sloot, Peter, 1956-, Brissos, Sérgio., Teixeira, João., SpringerLink (Online service) |
| Format: | Electronic |
| Language: | English |
| Published: |
Cham :
Springer,
2020.
|
| Physical Description: |
1 online resource (xix, 668 pages) : illustrations (some color). |
| Series: |
Lecture notes in computer science ;
12140. LNCS sublibrary. Theoretical computer science and general issues. |
| Subjects: |
Table of Contents:
- Utional Neural Networks
- Risk-based AED Placement
- Singapore Case
- Time Expressions Identification without Human-labeled Corpus for Clinical Text Mining in Russian
- Experiencer detection and automated extraction of a family disease tree from medical texts in Russian language
- Computational Methods for Emerging Problems in (Dis- )Information Analysis
- Machine Learning
- the results are not the only thing that matters! What about security, explainability and fairness?
- Syntactic and Semantic Bias Detection and Countermeasures
- Detecting Rumours in Disasters: An Imbalanced Learning Approach
- Sentiment Analysis for Fake News Detection by Means of Neural Networks ion in Temporal Networks
- Evaluation of the Costs of Delayed Campaigns for Limiting the Spread of Negative Content, Panic and Rumours in Complex Networks
- From generality to specificity: on matter of scale in social media topic Communities
- Computational Health
- Hybrid Text Feature Modeling for Disease Group Prediction using Unstructured Physician Notes
- Early signs of critical slowing down in heart surface electrograms of ventricular fibrillation victims
- A Comparison of Generalized Stochastic Milevsky-Promislov Mortality Models with continuous non-Gaussian Filters
- Ontology-Based Inference for Supporting Clinical Decisions in Mental Health
- Towards Prediction of Heart Arrhythmia Onset Using Machine Learning
- Stroke ICU Patient Mortality Day Prediction
- Universal measure for medical image quality evaluation based on gradient approach
- Constructing Holistic Patient Flow Simulation Using System Approach
- Investigating Coordination of Hospital Departments in Delivering Healthcare for Acute Coronary Syndrome Patients using Data-Driven Network Analysis
- A Machine Learning Approach To Short-term Body Weight Prediction In A Dietary Intervention Program
- An analysis of demographic data in Irish healthcare domain to support semantic uplift
- From Population to Subject-Specific Reference Intervals
- Analyzing the spatial distribution of acute coronary syndrome cases using synthesized data on arterial hypertension prevalence
- The Atrial Fibrillation Risk Score for Hyperthyroidism Patients
- Applicability of Machine Learning Methods to Multi-Label Medical Text Classification
- Machine Learning Approach for the Early Prediction of the Risk of Overweight and Obesity in Young People
- Gait Abnormality Detection in People with Cerebral Palsy using an Uncertainty-based State-space Model
- Analyses of public health databases via clinical pathway modelling: TBWEB
- Preliminary results on Pulmonary Tuberculosis detection in Chest X-Ray using Convol.