Lecture Notes in Computer Science - Computational Science – ICCS 2020
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(FIVE YEARS 49)

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(FIVE YEARS 1)

Published By Springer International Publishing

9783030504229, 9783030504236

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Standard Decision Boundary in a Support-Domain of Fuzzy Classifier Prediction for the Task of Imbalanced Data Classification

Lecture Notes in Computer Science - Computational Science – ICCS 2020 ◽

10.1007/978-3-030-50423-6_8 ◽

2020 ◽

pp. 103-116

Author(s):

Pawel Ksieniewicz

Keyword(s):

Imbalanced Data ◽

Data Classification ◽

Decision Boundary ◽

Fuzzy Classifier ◽

Imbalanced Data Classification ◽

Support Domain

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Investigating Coordination of Hospital Departments in Delivering Healthcare for Acute Coronary Syndrome Patients Using Data-Driven Network Analysis

Lecture Notes in Computer Science - Computational Science – ICCS 2020 ◽

10.1007/978-3-030-50423-6_32 ◽

2020 ◽

pp. 430-440

Author(s):

Tesfamariam M. Abuhay ◽

Yemisrach G. Nigatie ◽

Oleg G. Metsker ◽

Aleksey N. Yakovlev ◽

Sergey V. Kovalchuk

Keyword(s):

Acute Coronary Syndrome ◽

Network Analysis ◽

Data Driven ◽

Coronary Syndrome ◽

Using Data

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Clustering and Weighted Scoring in Geometric Space Support Vector Machine Ensemble for Highly Imbalanced Data Classification

Lecture Notes in Computer Science - Computational Science – ICCS 2020 ◽

10.1007/978-3-030-50423-6_10 ◽

2020 ◽

pp. 128-140

Author(s):

Paweł Ksieniewicz ◽

Robert Burduk

Keyword(s):

Support Vector Machine ◽

Imbalanced Data ◽

Data Classification ◽

Support Vector ◽

Imbalanced Data Classification ◽

Geometric Space

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Dynamic Classifier Selection for Data with Skewed Class Distribution Using Imbalance Ratio and Euclidean Distance

Lecture Notes in Computer Science - Computational Science – ICCS 2020 ◽

10.1007/978-3-030-50423-6_5 ◽

2020 ◽

pp. 59-73

Author(s):

Paweł Zyblewski ◽

Michał Woźniak

Keyword(s):

Euclidean Distance ◽

Class Distribution ◽

Classifier Selection ◽

Dynamic Classifier Selection ◽

Selection For

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Evaluation of the Costs of Delayed Campaigns for Limiting the Spread of Negative Content, Panic and Rumours in Complex Networks

Lecture Notes in Computer Science - Computational Science – ICCS 2020 ◽

10.1007/978-3-030-50423-6_22 ◽

2020 ◽

pp. 291-304

Author(s):

Jaroslaw Jankowski ◽

Piotr Bartkow ◽

Patryk Pazura ◽

Kamil Bortko

Keyword(s):

Complex Networks

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Employing One-Class SVM Classifier Ensemble for Imbalanced Data Stream Classification

Lecture Notes in Computer Science - Computational Science – ICCS 2020 ◽

10.1007/978-3-030-50423-6_9 ◽

2020 ◽

pp. 117-127

Author(s):

Jakub Klikowski ◽

Michał Woźniak

Keyword(s):

Data Stream ◽

Imbalanced Data ◽

Classifier Ensemble ◽

Svm Classifier ◽

Stream Classification ◽

Data Stream Classification

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Preliminary Results on Pulmonary Tuberculosis Detection in Chest X-Ray Using Convolutional Neural Networks

Lecture Notes in Computer Science - Computational Science – ICCS 2020 ◽

10.1007/978-3-030-50423-6_42 ◽

2020 ◽

pp. 563-576

Author(s):

Márcio Eloi Colombo Filho ◽

Rafael Mello Galliez ◽

Filipe Andrade Bernardi ◽

Lariza Laura de Oliveira ◽

Afrânio Kritski ◽

...

Keyword(s):

Neural Networks ◽

Pulmonary Tuberculosis ◽

Convolutional Neural Networks ◽

X Ray ◽

Preliminary Results ◽

Chest X Ray

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An Analysis of Demographic Data in Irish Healthcare Domain to Support Semantic Uplift

Lecture Notes in Computer Science - Computational Science – ICCS 2020 ◽

10.1007/978-3-030-50423-6_34 ◽

2020 ◽

pp. 456-467

Author(s):

Kris McGlinn ◽

Pamela Hussey

Keyword(s):

Demographic Data

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Experiencer Detection and Automated Extraction of a Family Disease Tree from Medical Texts in Russian Language

Lecture Notes in Computer Science - Computational Science – ICCS 2020 ◽

10.1007/978-3-030-50423-6_45 ◽

2020 ◽

pp. 603-612 ◽

Cited By ~ 1

Author(s):

Ksenia Balabaeva ◽

Sergey Kovalchuk

Keyword(s):

Russian Language ◽

Automated Extraction ◽

Medical Texts

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Different Strategies of Fitting Logistic Regression for Positive and Unlabelled Data

Lecture Notes in Computer Science - Computational Science – ICCS 2020 ◽

10.1007/978-3-030-50423-6_1 ◽

2020 ◽

pp. 3-17 ◽

Cited By ~ 1

Author(s):

Paweł Teisseyre ◽

Jan Mielniczuk ◽

Małgorzata Łazęcka

Keyword(s):

Logistic Regression ◽

Unlabelled Data

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Lecture Notes in Computer Science - Computational Science – ICCS 2020Latest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Standard Decision Boundary in a Support-Domain of Fuzzy Classifier Prediction for the Task of Imbalanced Data Classification

Investigating Coordination of Hospital Departments in Delivering Healthcare for Acute Coronary Syndrome Patients Using Data-Driven Network Analysis

Clustering and Weighted Scoring in Geometric Space Support Vector Machine Ensemble for Highly Imbalanced Data Classification

Dynamic Classifier Selection for Data with Skewed Class Distribution Using Imbalance Ratio and Euclidean Distance

Evaluation of the Costs of Delayed Campaigns for Limiting the Spread of Negative Content, Panic and Rumours in Complex Networks

Employing One-Class SVM Classifier Ensemble for Imbalanced Data Stream Classification

Preliminary Results on Pulmonary Tuberculosis Detection in Chest X-Ray Using Convolutional Neural Networks

An Analysis of Demographic Data in Irish Healthcare Domain to Support Semantic Uplift

Experiencer Detection and Automated Extraction of a Family Disease Tree from Medical Texts in Russian Language

Different Strategies of Fitting Logistic Regression for Positive and Unlabelled Data

Lecture Notes in Computer Science - Computational Science – ICCS 2020
Latest Publications