Co-author Network
Co-researcher Network
sample of publications
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articles
- Four-fold Formal Concept Analysis based on Complete Idempotent Semifields. Mathematics. 9 (2):1-42. 2021
- A framework for supervised classification performance analysis with information-theoretic methods. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING. 32:2075-2087. 2020
- The Singular Value Decomposition over Completed Idempotent Semifields. Mathematics. 8:1577. 2020
- The Case for Shifting the Rényi Entropy. Entropy. 21. 2019
- K-Formal Concept Analysis as linear algebra over idempotent semifields. INFORMATION SCIENCES. 467:579-603. 2018
- Assessing Information Transmission in Data Transformations with the Channel Multivariate Entropy Triangle. Entropy. 20:1-20. 2018
- The evaluation of data sources using multivariate entropy tools. EXPERT SYSTEMS WITH APPLICATIONS. 78:145-157. 2017
- Interactive knowledge discovery and data mining on genomic expression data with numeric formal concept analysis. BMC BIOINFORMATICS. 17. 2016
- The spectra of reducible matrices over complete commutative idempotent semifields and their spectral lattices. INTERNATIONAL JOURNAL OF GENERAL SYSTEMS. 45:86-115. 2016
- Supporting scientific knowledge discovery with extended, generalized Formal Concept Analysis. EXPERT SYSTEMS WITH APPLICATIONS. 44:198-216. 2016
- Morphologically Filtered Power-Normalized Cochleograms as Robust, Biologically Inspired Features for ASR. IEEE-ACM Transactions on Audio Speech and Language Processing. 23:2070-2080. 2015
- The spectra of irreducible matrices over completed idempotent semifields. FUZZY SETS AND SYSTEMS. 271:46-69. 2015
- 100% classification accuracy considered harmful: The normalized information transfer factor explains the accuracy paradox. PLoS One. 9. 2014
- Auditory-inspired Morphological Processing of Speech Spectrograms: Applications in Automatic Speech Recognition and Speech Enhancement. Cognitive Computation. 5:426-441. 2013
- Supporting navigation accessibility requirements in Web engineering methods. Journal of Web Engineering. 12:181-202. 2013
- Extending conceptualisation modes for generalised Formal Concept Analysis. INFORMATION SCIENCES. 181:1888-1909. 2011
- Analyzing Phonetic Confusions using Formal Concept Analysis. JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA. 128:1377-1390. 2010
- Two Information-Theoretic Tools to Assess the Performance of Multi-Class Classifiers. PATTERN RECOGNITION LETTERS. 31:1665-1671. 2010
- Extracting Frame-Semantics Knowledge Using Lattice Theory. JOURNAL OF LOGIC AND COMPUTATION. 18:361-384. 2008
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book chapters
- Activating Generalized Fuzzy Implications from Galois Connections. In: Enric Trillas: A Passion for Fuzzy Sets A Collection of Recent Works on Fuzzy Logic.. SPRINGER. 201-212. 2015
- Detecting Features from Confusion Matrices Using Generalized Formal Concept Analysis. In: Hybrid Artificial Intelligence Systems: 5th International Conference, HAIS 2010, San Sebastian, Spain, June 23-25, 2010, Proceedings, Part II. SPRINGER. 375-382. 2010
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conference contributions
- On the Relation between Semifield-Valued FCA and the Idempotent Singular Value Decomposition 2018
- Towards galois connections over positive semifields. 81-92. 2016
- Preliminary experiments on the robustness of biologically motivated features for DNN-based ASR. 169-176. 2015
- ASR Feature Extraction with Morphologically-Filtered Power-Normalized Cochleograms. 2430-2434. 2014
- On Concept Lattices as Information Channels. 119-130. 2014
- Towards the algebraization of Formal Concept Analysis over complete dioids. 93-98. 2014
- A Proposal for New Evaluation Metrics and Result Visualization Technique for Sentiment Analysis Tasks. 41-52. 2013
- Spectral Lattices of reducible matrices over completed idempotent semifields. 211-224. 2013
- Systems vs. Methods: an Analysis of the Affordances of Formal Concept Analysis for Information Retrieval. 113-126. 2013
- Feature Extraction Assessment for an Acoustic-Even Classification Task Using the Entropy Triangle 2011
- Spectral Lattices of R_max,+-Formal Contexts 2008