Lista de obras - Marcin Blachnik - Dominio Público Uruguay

A Hybrid System with Regression Trees in Steel-Making Process

artículo científico publicado en 2011

A Model for Temperature Prediction of Melted Steel in the Electric Arc Furnace (EAF)

artículo científico publicado en 2010

Are locational marginal prices a good heuristic to divide energy market into bidding zones?

artículo científico publicado en 2015

Bagging of Instance Selection Algorithms

artículo científico publicado en 2014

Building Localized Basis Function Networks Using Context Dependent Clustering

Building a Model for Time Reduction of Steel Scrap Meltdown in the Electric Arc Furnace (EAF): General Strategy with a Comparison of Feature Selection Methods

Combining the Advantages of Neural Networks and Decision Trees for Regression Problems in a Steel Temperature Prediction System

artículo científico publicado en 2012

Comparison of feature ranking methods based on information entropy

Computational Complexity Reduction and Interpretability Improvement of Distance-Based Decision Trees

artículo científico publicado en 2012

Do We Need Complex Models for Gestures? A Comparison of Data Representation and Preprocessing Methods for Hand Gesture Recognition

artículo científico publicado en 2012

Do We Need Whatever More Than k-NN?

artículo científico publicado en 2010

Ensembles of Instance Selection Methods based on Feature Subset

artículo científico publicado en 2014

Evolutionary Optimization of Regression Model Ensembles in Steel-Making Process

artículo científico publicado en 2011

Evolutionary Optimized Forest of Regression Trees: Application in Metallurgy

artículo científico publicado en 2012

Extraction of Prototype-Based Threshold Rules Using Neural Training Procedure

artículo científico publicado en 2012

Feature Ranking Methods Used for Selection of Prototypes

artículo científico publicado en 2012

Fusion of instance selection methods in regression tasks

artículo científico publicado en 2016

Identification of Liquid State of Scrap in Electric Arc Furnace by the Use of Computational Intelligence Methods

artículo científico publicado en 2010

Image Classification by Histogram Features Created with Learning Vector Quantization

Improving Accuracy of LVQ Algorithm by Instance Weighting

artículo científico publicado en 2010

Information Selection and Data Compression RapidMiner Library

artículo científico publicado en 2016

Information Theory vs. Correlation Based Feature Ranking Methods in Application to Metallurgical Problem Solving

artículo científico publicado en 2010

Infosel++: Information Based Feature Selection C++ Library

artículo científico publicado en 2010

Instance Selection for Classifier Performance Estimation in Meta Learning

artículo científico publicado en 2017

Instance Selection in Logical Rule Extraction for Regression Problems

artículo científico publicado en 2013

Instance Selection with Neural Networks for Regression Problems

artículo científico publicado en 2012

LVQ algorithm with instance weighting for generation of prototype-based rules ⬇️

artículo científico publicado el 17 de junio de 2011

Neural Network Committees Optimized with Evolutionary Methods for Steel Temperature Control

artículo científico publicado en 2011

New Architecture of Correlated Weights Neural Network for Global Image Transformations

artículo científico publicado en 2018

Noise reduction in regression tasks with distance, instance, attribute and density weighting

artículo científico publicado en 2015

On the Relation Between kNN Accuracy and Dataset Compression Level

artículo científico publicado en 2016

Prototype Rules from SVM

artículo científico publicado en 2008

Reducing Time Complexity of SVM Model by LVQ Data Compression

artículo científico publicado en 2015

Selection of Prototype Rules: Context Searching Via Clustering

artículo científico publicado en 2006

Simplifying SVM with Weighted LVQ Algorithm

artículo científico publicado en 2011

Temperature Prediction in Electric Arc Furnace with Neural Network Tree

artículo científico publicado en 2011

Lista de obras de Marcin Blachnik

A Hybrid System with Regression Trees in Steel-Making Process

A Model for Temperature Prediction of Melted Steel in the Electric Arc Furnace (EAF)

Are locational marginal prices a good heuristic to divide energy market into bidding zones?

Bagging of Instance Selection Algorithms

Building Localized Basis Function Networks Using Context Dependent Clustering

Building a Model for Time Reduction of Steel Scrap Meltdown in the Electric Arc Furnace (EAF): General Strategy with a Comparison of Feature Selection Methods

Combining the Advantages of Neural Networks and Decision Trees for Regression Problems in a Steel Temperature Prediction System

Comparison of feature ranking methods based on information entropy

Computational Complexity Reduction and Interpretability Improvement of Distance-Based Decision Trees

Do We Need Complex Models for Gestures? A Comparison of Data Representation and Preprocessing Methods for Hand Gesture Recognition

Do We Need Whatever More Than k-NN?

Ensembles of Instance Selection Methods based on Feature Subset

Evolutionary Optimization of Regression Model Ensembles in Steel-Making Process

Evolutionary Optimized Forest of Regression Trees: Application in Metallurgy

Extraction of Prototype-Based Threshold Rules Using Neural Training Procedure

Feature Ranking Methods Used for Selection of Prototypes

Fusion of instance selection methods in regression tasks

Identification of Liquid State of Scrap in Electric Arc Furnace by the Use of Computational Intelligence Methods

Image Classification by Histogram Features Created with Learning Vector Quantization

Improving Accuracy of LVQ Algorithm by Instance Weighting

Information Selection and Data Compression RapidMiner Library

Information Theory vs. Correlation Based Feature Ranking Methods in Application to Metallurgical Problem Solving

Infosel++: Information Based Feature Selection C++ Library

Instance Selection for Classifier Performance Estimation in Meta Learning

Instance Selection in Logical Rule Extraction for Regression Problems

Instance Selection with Neural Networks for Regression Problems

LVQ algorithm with instance weighting for generation of prototype-based rules ⬇️

Neural Network Committees Optimized with Evolutionary Methods for Steel Temperature Control

New Architecture of Correlated Weights Neural Network for Global Image Transformations

Noise reduction in regression tasks with distance, instance, attribute and density weighting

On the Relation Between kNN Accuracy and Dataset Compression Level

Prototype Rules from SVM

Reducing Time Complexity of SVM Model by LVQ Data Compression

Selection of Prototype Rules: Context Searching Via Clustering

Simplifying SVM with Weighted LVQ Algorithm

Temperature Prediction in Electric Arc Furnace with Neural Network Tree