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100% classification accuracy considered harmful: the normalized information transfer factor explains the accuracy paradox

PloS one, 2014-01, Vol.9 (1), p.e84217-e84217

2014

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The Case for Shifting the Rényi Entropy

Entropy (Basel, Switzerland), 2019-01, Vol.21 (1), p.46

2019

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A Formalization of Multilabel Classification in Terms of Lattice Theory and Information Theory: Concerning Datasets

Mathematics (Basel), 2024-01, Vol.12 (2), p.346

2024

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The Rényi Entropies Operate in Positive Semifields

Entropy (Basel, Switzerland), 2019-08, Vol.21 (8), p.780

2019

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Assessing Information Transmission in Data Transformations with the Channel Multivariate Entropy Triangle

Entropy (Basel, Switzerland), 2018-06, Vol.20 (7), p.498

2018

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A Framework for Supervised Classification Performance Analysis with Information-Theoretic Methods

IEEE transactions on knowledge and data engineering, 2020-11, Vol.32 (11), p.2075-2087

2020

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The evaluation of data sources using multivariate entropy tools

Expert systems with applications, 2017-07, Vol.78, p.145-157

2017

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Extending conceptualisation modes for generalised Formal Concept Analysis

Information sciences, 2011-05, Vol.181 (10), p.1888-1909

2011

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The Singular Value Decomposition over Completed Idempotent Semifields

Mathematics (Basel), 2020-09, Vol.8 (9), p.1577

2020

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Interactive knowledge discovery and data mining on genomic expression data with numeric formal concept analysis

BMC bioinformatics, 2016-09, Vol.17 (1), p.374-374, Article 374

2016

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Two information-theoretic tools to assess the performance of multi-class classifiers

Pattern recognition letters, 2010-09, Vol.31 (12), p.1665-1671

2010

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Auditory-Inspired Morphological Processing of Speech Spectrograms: Applications in Automatic Speech Recognition and Speech Enhancement

Cognitive computation, 2013-12, Vol.5 (4), p.426-441

2013

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Morphologically Filtered Power-Normalized Cochleograms as Robust, Biologically Inspired Features for ASR

IEEE/ACM transactions on audio, speech, and language processing, 2015-11, Vol.23 (11), p.2070-2080

2015

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Extracting Frame-Semantics Knowledge using Lattice Theory

Journal of logic and computation, 2008-06, Vol.18 (3), p.361-384

Valverde-Albacete, Francisco J.

2008

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Towards a Generalisation of Formal Concept Analysis for Data Mining Purposes

Formal Concept Analysis, 2006, p.161-176

2006

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K-Formal Concept Analysis as linear algebra over idempotent semifields

Information sciences, 2018-10, Vol.467, p.579-603

2018

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The spectra of irreducible matrices over completed idempotent semifields

Fuzzy sets and systems, 2015-07, Vol.271, p.46-69

2015

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Supporting scientific knowledge discovery with extended, generalized Formal Concept Analysis

Expert systems with applications, 2016-02, Vol.44, p.198-216

2016

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Discovering the Structure of Odorants in Caenorhabditis Elegans using Formal Concept Analysis

Conceptual Knowledge Structures, p.254-269

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Formal Independence Analysis

Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, p.596-608

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The Linear Algebra in Formal Concept Analysis over Idempotent Semifields

Formal Concept Analysis, p.97-113

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Explaining the Structure of FrameNet with Concept Lattices

Formal Concept Analysis, p.79-94

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Towards Galois Connections over Positive Semifields

Information Processing and Management of Uncertainty in Knowledge-Based Systems, p.81-92

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Detecting Features from Confusion Matrices Using Generalized Formal Concept Analysis

Hybrid Artificial Intelligence Systems, p.375-382

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Galois Connections Between Semimodules and Applications in Data Mining

Formal Concept Analysis, p.181-196

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100% classification accuracy considered harmful: the normalized information transfer factor explains the accuracy paradox

The Case for Shifting the Rényi Entropy

A Formalization of Multilabel Classification in Terms of Lattice Theory and Information Theory: Concerning Datasets

The Rényi Entropies Operate in Positive Semifields

Assessing Information Transmission in Data Transformations with the Channel Multivariate Entropy Triangle

A Framework for Supervised Classification Performance Analysis with Information-Theoretic Methods

The evaluation of data sources using multivariate entropy tools

Extending conceptualisation modes for generalised Formal Concept Analysis

The Singular Value Decomposition over Completed Idempotent Semifields

Interactive knowledge discovery and data mining on genomic expression data with numeric formal concept analysis

Two information-theoretic tools to assess the performance of multi-class classifiers

Auditory-Inspired Morphological Processing of Speech Spectrograms: Applications in Automatic Speech Recognition and Speech Enhancement

Morphologically Filtered Power-Normalized Cochleograms as Robust, Biologically Inspired Features for ASR

Extracting Frame-Semantics Knowledge using Lattice Theory

Towards a Generalisation of Formal Concept Analysis for Data Mining Purposes

K-Formal Concept Analysis as linear algebra over idempotent semifields

The spectra of irreducible matrices over completed idempotent semifields

Supporting scientific knowledge discovery with extended, generalized Formal Concept Analysis

Discovering the Structure of Odorants in Caenorhabditis Elegans using Formal Concept Analysis

Formal Independence Analysis

The Linear Algebra in Formal Concept Analysis over Idempotent Semifields

Explaining the Structure of FrameNet with Concept Lattices

Towards Galois Connections over Positive Semifields

Detecting Features from Confusion Matrices Using Generalized Formal Concept Analysis

Galois Connections Between Semimodules and Applications in Data Mining

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