Testate amoebae ecology and a local transfer function from a peatland in western Poland

Wetlands ◽  
2008 ◽  
Vol 28 (1) ◽  
pp. 164-175 ◽  
Author(s):  
Łukasz Lamentowicz ◽  
Mariusz Lamentowicz ◽  
Maciej Gąbka
Keyword(s):  
Transfer Function ◽  
Testate Amoebae ◽  
Local Transfer

scholarly journals Rough Set Approach toward Data Modelling and User Knowledge for Extracting Insights

Complexity ◽  
2021 ◽  
Vol 2021 ◽  
pp. 1-9
Author(s):  
Xiaoqun Liao ◽  
Shah Nazir ◽  
Junxin Shen ◽  
Bingliang Shen ◽  
Sulaiman Khan
Keyword(s):  
Transfer Function ◽  
Rough Set ◽  
High Performance ◽  
Performance Metrics ◽  
Decision Rules ◽  
Experimental Setup ◽  
Data Modelling ◽  
Knn Classifier ◽  
User Knowledge ◽  
Local Transfer

Information is considered to be the major part of an organization. With the enhancement of technology, the knowledge level is increasing with the passage of time. This increase of information is in volume, velocity, and variety. Extracting meaningful insights is the dire need of an individual from such information and knowledge. Visualization is a key tool and has become one of the most significant platforms for interpreting, extracting, and communicating information. The current study is an endeavour toward data modelling and user knowledge by using a rough set approach for extracting meaningful insights. The technique has used different rough set algorithms such as K-nearest neighbours (KNN), decision rules (DR), decomposition tree (DT), and local transfer function classifier (LTF-C) for an experimental setup. The approach has found its accuracy for the optimal use of data modelling and user knowledge. The experimental setup of the proposed method is validated by using the dataset available in the UCI web repository. Results of the proposed study show that the model is effective and efficient with an accuracy of 96% for KNN, 87% for decision rules, 91% for decision trees, 85.04% for cross validation architecture, and 94.3% for local transfer function classifier. The validity of the proposed classification algorithms is tested using different performance metrics such as F-score, precision, accuracy, recall, specificity, and misclassification rates. For all these performance metrics, the KNN classifier outperformed, and this high performance shows the applicability of the KNN classifier in the proposed problem.

A testate amoebae transfer function from Sphagnum-dominated peatlands in the Lesser Khingan Mountains, NE China

2015 ◽  
Vol 54 (2-3) ◽  
pp. 189-203 ◽  
Author(s):  
Hongkai Li ◽  
Shengzhong Wang ◽  
Hongyan Zhao ◽  
Ming Wang
Keyword(s):  
Transfer Function ◽  
Testate Amoebae ◽  
Ne China

Ecology of testate amoebae in peatlands of central China and development of a transfer function for paleohydrological reconstruction

2013 ◽  
Vol 50 (3) ◽  
pp. 319-330 ◽  
Author(s):  
Yangmin Qin ◽  
Edward A. D. Mitchell ◽  
Mariusz Lamentowicz ◽  
Richard J. Payne ◽  
Enrique Lara ◽  
...  
Keyword(s):  
Transfer Function ◽  
Testate Amoebae ◽  
Central China

Rough local transfer function for cardiac disorders detection using heart sounds

2015 ◽  
Vol 23 (3) ◽  
pp. 506-520 ◽  
Author(s):  
A. E. Hassanien ◽  
M. A. Salama ◽  
J. Platos ◽  
V. Snasel
Keyword(s):  
Transfer Function ◽  
Heart Sounds ◽  
Cardiac Disorders ◽  
Local Transfer

scholarly journals Ecology of testate amoebae (Protista) in south-central Alaska peatlands: building transfer-function models for palaeoenvironmental studies

The Holocene ◽  
2006 ◽  
Vol 16 (3) ◽  
pp. 403-414 ◽  
Author(s):  
Richard J. Payne ◽  
Keiko Kishaba ◽  
Jeff J. Blackford ◽  
Edward A.D. Mitchell
Keyword(s):  
Transfer Function ◽  
Testate Amoebae ◽  
South Central ◽  
Function Models ◽  
Transfer Function Models

scholarly journals Ecology of Testate Amoebae in an Amazonian Peatland and Development of a Transfer Function for Palaeohydrological Reconstruction

2014 ◽  
Vol 68 (2) ◽  
pp. 284-298 ◽  
Author(s):  
Graeme T. Swindles ◽  
Monika Reczuga ◽  
Mariusz Lamentowicz ◽  
Cassandra L. Raby ◽  
T. Edward Turner ◽  
...  
Keyword(s):  
Transfer Function ◽  
Testate Amoebae
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