Carmen Peláez-Moreno

Orcid: 0000-0003-1425-6763

According to our database1, Carmen Peláez-Moreno authored at least 87 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
Discovering the Structure of Odorants in Caenorhabditis Elegans using Formal Concept Analysis.
Proceedings of the Conceptual Knowledge Structures - First International Joint Conference, 2024

2023
Prediction of the Gender-based Violence Victim Condition using Speech: What do Machine Learning Models rely on?
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

2022
Bindi: Affective Internet of Things to Combat Gender-Based Violence.
IEEE Internet Things J., 2022

WEMAC: Women and Emotion Multi-modal Affective Computing dataset.
CoRR, 2022

Is Formalizing Semifield Duality Worth it?
Proceedings of the International Symposium on Artificial Intelligence and Mathematics 2022 (ISAIM 2022), 2022

Encoding Non-global Time Representations into the Lattice of Divisibility.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

Can FCA Provide a Framework for Artificial General Intelligence?
Proceedings of the 10th International Workshop "What can FCA do for Artificial Intelligence?" co-located with the 31st International Joint Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022

Detecting Gender-based Violence aftereffects from Emotional Speech Paralinguistic Features.
Proceedings of the 6th International Conference, 2022

Bridging the Semantic Gap with Affective Acoustic Scene Analysis: an Information Retrieval-based Approach.
Proceedings of the 6th International Conference, 2022

On the Affordance-Theoretic bases of the Landscape of Knowledge Paradigm.
Proceedings of the Sixteenth International Conference on Concept Lattices and Their Applications (CLA 2022) Tallinn, 2022

2021
Teaching Differently: The Digital Signal Processing of Multimedia Content Through the Use of Liberal Arts.
IEEE Signal Process. Mag., 2021

End-to-end recurrent denoising autoencoder embeddings for speaker identification.
Neural Comput. Appl., 2021

Leveraging Formal Concept Analysis to improve n-fold validation in Multilabel Classification.
Proceedings of the Workshop Analyzing Real Data with Formal Concept Analysis co-located with 16th International Conference on Formal Concept Analysis (ICFCA 2021), 2021

2020
A Framework for Supervised Classification Performance Analysis with Information-Theoretic Methods.
IEEE Trans. Knowl. Data Eng., 2020

A Hybrid Data Fusion Architecture for BINDI: A Wearable Solution to Combat Gender-Based Violence.
Proceedings of the Multimedia Communications, Services and Security, 2020

Exploratory Data Analysis of Multi-label Classification Tasks with Formal Context Analysis.
Proceedings of the Fifthteenth International Conference on Concept Lattices and Their Applications, 2020

Representing Informational Harmoniums using Semifield-Valued Formal Concept Analysis.
Proceedings of the Fifthteenth International Conference on Concept Lattices and Their Applications, 2020

2019
The Rényi Entropies Operate in Positive Semifields.
Entropy, 2019

The Case for Shifting the Rényi Entropy.
Entropy, 2019

Formal Equivalence Analysis.
Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology, 2019

2018
K-Formal Concept Analysis as linear algebra over idempotent semifields.
Inf. Sci., 2018

Echoic log-surprise: A multi-scale scheme for acoustic saliency detection.
Expert Syst. Appl., 2018

Assessing Information Transmission in Data Transformations with the Channel Multivariate Entropy Triangle.
Entropy, 2018

The Robustness of Echoic Log-Surprise Auditory Saliency Detection.
IEEE Access, 2018

Formal Independence Analysis.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

Speaker Recognition under Stress Conditions.
Proceedings of the Fourth International Conference, 2018

On the Relation between Semifield-Valued FCA and the Idempotent Singular Value Decomposition.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

A Data Analysis Application of Formal Independence Analysis.
Proceedings of the Fourteenth International Conference on Concept Lattices and Their Applications, 2018

2017
A Formal Concept Analysis Look at the Analysis of Affiliation Networks.
Proceedings of the Formal Concept Analysis of Social Networks, 2017

The evaluation of data sources using multivariate entropy tools.
Expert Syst. Appl., 2017

The Channel Multivariate Entropy Triangle and Balance Equation.
CoRR, 2017

Entropy operates in non-linear semifields.
CoRR, 2017

The Linear Algebra in Extended Formal Concept Analysis Over Idempotent Semifields.
Proceedings of the Formal Concept Analysis - 14th International Conference, 2017

Towards multimodal saliency detection: An enhancement of audio-visual correlation estimation.
Proceedings of the 16th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2017

2016
The spectra of reducible matrices over complete commutative idempotent semifields and their spectral lattices.
Int. J. Gen. Syst., 2016

Supporting scientific knowledge discovery with extended, generalized Formal Concept Analysis.
Expert Syst. Appl., 2016

Interactive knowledge discovery and data mining on genomic expression data with numeric formal concept analysis.
BMC Bioinform., 2016

Towards Galois Connections over Positive Semifields.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

An Analysis of Deep Neural Networks in Broad Phonetic Classes for Noisy Speech Recognition.
Proceedings of the Advances in Speech and Language Technologies for Iberian Languages, 2016

The Multivariate Entropy Triangle and Applications.
Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016

2015
Morphologically Filtered Power-Normalized Cochleograms as Robust, Biologically Inspired Features for ASR.
IEEE ACM Trans. Audio Speech Lang. Process., 2015

Two-level sliding-window VBR control algorithm for video on demand streaming.
Signal Process. Image Commun., 2015

The spectra of irreducible matrices over completed idempotent semifields.
Fuzzy Sets Syst., 2015

Preliminary experiments on the robustness of biologically motivated features for DNN-based ASR.
Proceedings of the 4th International Work Conference on Bioinspired Intelligence, 2015

Extending the HITS Algorithm over Dioids.
Proceedings of the Workshop on Social Network Analysis using Formal Concept Analysis in conjunction with the 13th International Conference on Formal Concept Analysis (ICFCA 2015), 2015

The Linear Algebra in Formal Concept Analysis over Idempotent Semifields.
Proceedings of the Formal Concept Analysis - 13th International Conference, 2015

Activating Generalized Fuzzy Implications from Galois Connections.
Proceedings of the Enric Trillas: A Passion for Fuzzy Sets, 2015

2014
ASR feature extraction with morphologically-filtered power-normalized cochleograms.
Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Deep Maxout Networks Applied to Noise-Robust Speech Recognition.
Proceedings of the Advances in Speech and Language Technologies for Iberian Languages, 2014

On Concept Lattices as Information Channels.
Proceedings of the Eleventh International Conference on Concept Lattices and Their Applications, 2014

2013
Auditory-Inspired Morphological Processing of Speech Spectrograms: Applications in Automatic Speech Recognition and Speech Enhancement.
Cogn. Comput., 2013

A Proposal for New Evaluation Metrics and Result Visualization Technique for Sentiment Analysis Tasks.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visualization, 2013

Spectral Lattices of Reducible Matrices over Completed Idempotent Semifields.
Proceedings of the Tenth International Conference on Concept Lattices and Their Applications, 2013

2012
Real-Time Robust Automatic Speech Recognition Using Compact Support Vector Machines.
IEEE Trans. Speech Audio Process., 2012

A simplified subjective video quality assessment method based on signal detection theory.
Proceedings of the 2012 Picture Coding Symposium, 2012

Perceptually-aware bilateral filtering for quality improvement in low bit rate video coding.
Proceedings of the 2012 Picture Coding Symposium, 2012

WebGeneKFCA: an On-line Conceptual Analysis Tool for Genomic Expression Data.
Proceedings of The Ninth International Conference on Concept Lattices and Their Applications, 2012

2011
Data Balancing for Efficient Training of Hybrid ANN/HMM Automatic Speech Recognition Systems.
IEEE Trans. Speech Audio Process., 2011

Extending conceptualisation modes for generalised Formal Concept Analysis.
Inf. Sci., 2011

Morphological Processing of Spectrograms for Speech Enhancement.
Proceedings of the Advances in Nonlinear Speech Processing, 2011

Feature Extraction Assessment for an Acoustic-Event Classification Task Using the Entropy Triangle.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Gene Expression Array Exploration Using <i>K</i>\mathcal{K}-Formal Concept Analysis.
Proceedings of the Formal Concept Analysis - 9th International Conference, 2011

2010
Two information-theoretic tools to assess the performance of multi-class classifiers.
Pattern Recognit. Lett., 2010

Detecting Features from Confusion Matrices Using Generalized Formal Concept Analysis.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

2009
Eliciting a hierarchical structure of human consonant perception task errors using formal concept analysis.
Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

2008
Spectral Lattices of ['(R)]<sub>max, +</sub>-Formal Contexts.
Proceedings of the Formal Concept Analysis, 6th International Conference, 2008

2007
Robust ASR using Support Vector Machines.
Speech Commun., 2007

Hybrid Models for Automatic Speech Recognition: A Comparison of Classical ANN and Kernel Based Methods.
Proceedings of the Advances in Nonlinear Speech Processing, 2007

Galois Connections Between Semimodules and Applications in Data Mining.
Proceedings of the Formal Concept Analysis, 5th International Conference, 2007

Further Galois Connections between Semimodules over Idempotent Semirings.
Proceedings of the Fifth International Conference on Concept Lattices and Their Applications, 2007

2006
Band-pass filtering of the time sequences of spectral parameters for robust wireless speech recognition.
Speech Commun., 2006

A comparison of front-ends for bitstream-based ASR over IP.
Signal Process., 2006

Towards a Generalisation of Formal Concept Analysis for Data Mining Purposes.
Proceedings of the Formal Concept Analysis, 4th International Conference, 2006

2005
Recognizing GSM digital speech.
IEEE Trans. Speech Audio Process., 2005

SVMs for Automatic Speech Recognition: A Survey.
Proceedings of the Progress in Nonlinear Speech Processing, 2005

A Speech Recognizer Based on Multiclass SVMs with HMM-Guided Segmentation.
Proceedings of the Nonlinear Analyses and Algorithms for Speech Processing, 2005

Automatic data selection for MLP-based feature extraction for ASR.
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

2004
SVM classifiers for ASR: A discussion about parameterization.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
Some experiments on speaker-independent isolated digit recognition using SVM classifiers.
Proceedings of the ITRW on Non-Linear Speech Processing, 2003

Linear equalization of the modulation spectra: a novel approach for noisy speech recognition.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Influence of transmission errors on ASR systems.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

An Application of SVM to Lost Packets Reconstruction in Voice-Enabled Services.
Proceedings of the Artificial Neural Networks, 2002

SVM-based lost packets concealment for ASR applications over IP.
Proceedings of the 11th European Signal Processing Conference, 2002

2001
Recognizing voice over IP: a robust front-end for speech recognition on the world wide web.
IEEE Trans. Multim., 2001

A robust front-end for ASR over IP snd GSM networks: an integrated scenario.
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

1999
Backward adaptive RBF-based hybrid predictors for CELP-type coders at medium bit-rates.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

1998
Speech coding via Balanced Model Truncation-a novel approach.
Proceedings of the 5th IEEE International Conference on Electronics, Circuits and Systems, 1998


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