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dr inż.
Paweł Trajdos
Zespół Inteligencji Obliczeniowej i Informatyki Medycznej
Zainteresowania badawcze
Artificial Intelligence
Machine Learning
Multi-label Classification
Prowadzi w tym semestrze
Systemy operacyjne
Programowanie obiektowe
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Rozkład zajęć
Poniedziałek
Systemy operacyjne
C-1: sala wirtualna | 7.30— 9.00
Systemy operacyjne
C-1: sala wirtualna | 9.15—11.00
Systemy operacyjne
C-1: sala wirtualna | 11.15—13.00
Systemy operacyjne
C-1: sala wirtualna | 13.15—15.00
Wtorek
Systemy operacyjne
C-1: sala wirtualna | 7.30— 9.00
Środa
Programowanie obiektowe
C-1: sala wirtualna | 18.55—20.35
Czwartek
Programowanie obiektowe
C-1: sala wirtualna | 15.15—16.55
Programowanie obiektowe
C-1: sala wirtualna | 18.55—20.35
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Wybrane publikacje
Marek Kurzynski, Maciej Krysmann, Pawel Trajdos, Andrzej Wolczowski
36 cytowań
Multiclassifier system with hybrid learning applied to the control of bioprosthetic hand [2016]
Pawel Trajdos, Marek Kurzynski
13 cytowań
A dynamic model of classifier competence based on the local fuzzy confusion matrix and the random reference classifier [2016]
Pawel Trajdos, Marek Kurzynski
11 cytowań
Weighting scheme for a pairwise multi-label classifier based on the fuzzy confusion matrix [2018]
Pawel Trajdos, Marek Kurzynski
11 cytowań
An extension of multi-label binary relevance models based on randomized reference classifier and local fuzzy confusion matrix [2015]
[2014] Marek Kurzynski, Maciej Krysmann, Pawel Trajdos, Andrzej Wolczowski, Two-stage multiclassifier system with correction of competence of base classifiers applied to the control of bioprosthetic hand
7 cytowań
[2013] Robert Burduk, Pawel Trajdos, Construction of sequential classifier using confusion matrix
6 cytowań
[2018] Pawel Trajdos, Marek Kurzynski, A correction method of a binary classifier applied to multi-label pairwise models
5 cytowań
[2015] Pawel Trajdos, Marek Kurzynski, Multi-label stream classification using extended binary relevance model
5 cytowań
[2017] Marek Kurzynski, Pawel Trajdos, On a new competence measure applied to the dynamic selection of classifiers ensemble
3 cytowań
[2019] Pawel Trajdos, Robert Burduk, Combination of linear classifiers using score function–analysis of possible combination strategies
2 cytowań
[2017] Marek Kurzynski, Pawel Trajdos, Andrzej Wolczowski, Multiclassifier system using class and interclass competence of base classifiers applied to the recognition of grasping movements in the control of bioprosthetic hand
2 cytowań
[2017] Pawel Trajdos, Marek Kurzynski, Permutation-based diversity measure for classifier-chain approach
2 cytowań
[2015] Marek Kurzynski, Pawel Trajdos, Maciej Krysmann, Dynamic feature selection with wrapper model and ensemble approach based on measures of local relevances and group diversity using genetic algorithm
2 cytowań
[2019] Pawel Trajdos, Marek Kurzynski, Dynamic classifier chains for multi-label learning
1 cytowań
[2018] Marek Kurzynski, Pawel Trajdos, An ensemble pruning method based on class and inter-class competences for computer-aided medical decisions
1 cytowań
[2017] Marek Kurzynski Pawel Trajdos, Naive Bayes Classifier for Dynamic Chaining Approach in Multi-label Learning
1 cytowań
[2014] Pawel Trajdos, Adam Kamizelich, Marek Kurzynski, Three-Step Framework of Feature Selection for Data of DNA Microarray Experiments
1 cytowań
[2013] Robert Burduk, Pawel Trajdos, Construction of sequential classifier based on broken stick model
1 cytowań
[2020] Pawel Trajdos, Robert Burduk, Linear Classifier Combination via Multiple Potential Functions
[2020] Pawel Trajdos, Marek Kurzynski, A Correction Method of a Base Classifier Applied to Imbalanced Data Classification
[2019] Pawel Trajdos, Marek Kurzynski, Randomized Reference Classifier with Gaussian Distribution and Soft Confusion Matrix Applied to the Improving Weak Classifiers
[2019] Pawel Trajdos, Marek Kurzynski, An approximated decision-theoretic algorithm for minimization of the Tversky loss under the multi-label framework
[2019] Pawel Trajdos, Marcin Majak, Bayes metaclassifier and Soft-confusion-matrix classifier in the task of multi-label classification
[2014] Robert Burduk, Paweł Trajdos, Construction of Sequential Classifier Based on MacArthur’s overlapping niches model
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