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Janusz Morajda
Publication Activity (10 Years)
Years Active: 2004-2023
Publications (10 Years): 4
Top Topics
Exploratory Data Analysis
Deep Learning
Garch Model
Predictive Analytics
Top Venues
AMCIS
EMCIS
CoRR
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Publications
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Jakub Michanków
,
Lukasz Kwiatkowski
,
Janusz Morajda
Combining Deep Learning and GARCH Models for Financial Volatility and Risk Forecasting.
CoRR
(2023)
Janusz Morajda
The Concept of a New Neural Map for Clustering, Data Visualization and Prediction with Probability Distribution Approximation.
EMCIS
(2022)
Janusz Morajda
,
Grazyna Paliwoda-Pekosz
A Concept of FLOPM: Neural Maps with Floating Nodes for Classification and Prediction.
AMCIS
(2021)
Janusz Morajda
,
Grazyna Paliwoda-Pekosz
An Enhancement of Kohonen Neural Networks for Predictive Analytics: Self-Organizing Prediction Maps.
AMCIS
(2020)
Janusz Morajda
Special Cluster Analysis and Basic Feature Estimation with a Modification of Self-Organizing Map.
ICAISC
(2004)