Isaac Martín de Diego

Orcid: 0000-0001-5197-2932

According to our database1, Isaac Martín de Diego authored at least 102 papers between 2003 and 2024.

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

Timeline

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Bibliography

2024
Framework for scoring the scientific reputation of researchers.
Knowl. Inf. Syst., June, 2024

Real-time classification of cattle behavior using Wireless Sensor Networks.
Internet Things, April, 2024

CSViz: Class Separability Visualization for high-dimensional datasets.
Appl. Intell., January, 2024

Recommendation system of scientific articles from discharge summaries.
Eng. Appl. Artif. Intell., 2024

Advancing Forest Fire Prevention: Deep Reinforcement Learning for Effective Firebreak Placement.
CoRR, 2024

Tourist services management through clients scoring using a bio-inspired agent architecture.
Comput. Sci. Inf. Syst., 2024

2023
Hostility measure for multi-level study of data complexity.
Appl. Intell., April, 2023

Support subsets estimation for support vector machines retraining.
Pattern Recognit., 2023

Unconventional application of k-means for distributed approximate similarity search.
Inf. Sci., 2023

Improving Sentiment Classification Performance through Coaching Architectures.
Cogn. Comput., 2023

Detecting Low-Credibility Medical Websites Through Semi-Supervised Learning Techniques.
IEEE Access, 2023

Extracting Knowledge from Incompletely Known Models.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

Complexity-Driven Sampling for Bagging.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

2022
Triangle-based outlier detection.
Pattern Recognit. Lett., 2022

Combining user behavioural information at the feature level to enhance continuous authentication systems.
Knowl. Based Syst., 2022

Minimally overfitted learners: A general framework for ensemble learning.
Knowl. Based Syst., 2022

Explanation sets: A general framework for machine learning explainability.
Inf. Sci., 2022

Time series representation for information gathering via low resolution wireless sensor networks.
Int. J. Sens. Networks, 2022

Novel context-aware methodology for risk assessment in intelligent video-surveillance systems.
Int. J. Sens. Networks, 2022

General Performance Score for classification problems.
Appl. Intell., 2022

Automatic detection of potential customers by opinion mining and intelligent agents.
Proceedings of the 17th Conference on Computer Science and Intelligence Systems, 2022

2021
Experts perception-based system to detect misinformation in health websites.
Pattern Recognit. Lett., 2021

System for evaluating the reliability and novelty of medical scientific papers.
J. Informetrics, 2021

Suspicious news detection through semantic and sentiment measures.
Eng. Appl. Artif. Intell., 2021

An approach to detect user behaviour anomalies within identity federations.
Comput. Secur., 2021

Outlier detection in animal multivariate trajectories.
Comput. Electron. Agric., 2021

A survey for user behavior analysis based on machine learning techniques: current models and applications.
Appl. Intell., 2021

Knowledge-Based Approach to Detect Potentially Risky Websites.
IEEE Access, 2021

A Complexity Measure for Binary Classification Problems Based on Lost Points.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2021, 2021

From Classification to Visualization: A Two Way Trip.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2021, 2021

Dynamic Lexical Framework to Evaluate the Evolution of Emotions in Twitter.
Proceedings of the ICSLT 2021: 7th International Conference on e-Society, e-Learning and e-Technologies, Portsmouth, United Kingdom, June 10, 2021

2020
Modeling multi-agent systems to simulate sensor-based Smart Roads.
Simul. Model. Pract. Theory, 2020

Random forest explainability using counterfactual sets.
Inf. Fusion, 2020

Knowledge-based framework for estimating the relevance of scientific articles.
Expert Syst. Appl., 2020

Dynamic facial presentation attack detection for automated border control systems.
Comput. Secur., 2020

Combining Multi-Agent Systems and Subjective Logic to Develop Decision Support Systems.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

Bio-Inspired Agent-Based Architecture for Fraud Detection.
Proceedings of the IMMS 2020: 2020 3rd International Conference on Information Management and Management Science, 2020

Unified Performance Measure for Binary Classification Problems.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

New Commercial Representation for Cattle Information Gathering.
Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, 2020

2019
A Quality of Experience Management Framework for Mobile Users.
Wirel. Commun. Mob. Comput., 2019

Outlier trajectory detection through a context-aware distance.
Pattern Anal. Appl., 2019

Scalable and flexible wireless distributed architecture for intelligent video surveillance systems.
Multim. Tools Appl., 2019

Subjective data arrangement using clustering techniques for training expert systems.
Expert Syst. Appl., 2019

Combining dynamic finite state machines and text-based similarities to represent human behavior.
Eng. Appl. Artif. Intell., 2019

Relevance Metric for Counterfactuals Selection in Decision Trees.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019

Weighted Nearest Centroid Neighbourhood.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019

Combining Machine Learning and Symbolic Representation of Time Series for Classification of Behavioural Patterns.
Proceedings of the 5th International Conference on e-Society, 2019

Fusion of GPS and Accelerometer Information for Anomalous Trajectories Detection.
Proceedings of the 5th International Conference on e-Society, 2019

2018
A unified knowledge compiler to provide support the scientific community.
Knowl. Based Syst., 2018

A visual framework for dynamic emotional web analysis.
Knowl. Based Syst., 2018

2017
Face Presentation Attack Detection using Biologically-inspired Features.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 4: VISAPP, Porto, Portugal, February 27, 2017

WYA2: Optimal Individual Features Extraction for VideoSurveillance Re-identification.
Proceedings of the 14th International Joint Conference on e-Business and Telecommunications (ICETE 2017), 2017

Face Recognition-based Presentation Attack Detection in a Two-step Segregated Automated Border Control e-Gate - Results of a Pilot Experience at Adolfo Suárez Madrid-Barajas Airport.
Proceedings of the 14th International Joint Conference on e-Business and Telecommunications (ICETE 2017), 2017

Context-Aware Distance for Anomalous Human Trajectories Detection.
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

2016
Face recognition using a permutation coding neural classifier.
Neural Comput. Appl., 2016

Automated border control e-gates and facial recognition systems.
Comput. Secur., 2016

2015
Soft-biometrics evaluation for people re-identification in uncontrolled multi-camera environments.
EURASIP J. Image Video Process., 2015

Face-based recognition systems in the ABC e-gates.
Proceedings of the Annual IEEE Systems Conference, 2015

Gabor feature processing in spiking neural networks from retina-inspired data.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014
Subjective Traffic Safety Experts' Knowledge for Driving-Risk Definition.
IEEE Trans. Intell. Transp. Syst., 2014

Videosensor for the Detection of Unsafe Driving Behavior in the Proximity of Black Spots.
Sensors, 2014

2013
HoGG: Gabor and HoG-based human detection for surveillance in non-controlled environments.
Neurocomputing, 2013

Detecting denial of service by modelling web-server behaviour.
Comput. Electr. Eng., 2013

InCC: Hiding Information by Mimicking Traffic In Network Flows.
Proceedings of the SECRYPT 2013, 2013

Face recognition improvement with distortions of images in training set.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

InCC: Evading Interception and Inspection by Mimicking Traffic in Network Flows.
Proceedings of the E-Business and Telecommunications - International Joint Conference, 2013

Person Identification Based on Visual Analysis of Soft-Biometric Features in Surveillance Environments.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Incremental Learning with Soft-Biometric Features for People Re-Identification in Multi-Camera Environments.
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

2012
Wireless In-Vehicle Compliant Black Box: For Accident Analysis.
IEEE Veh. Technol. Mag., 2012

Combination and Selection of Traffic Safety Expert Judgments for the Prevention of Driving Risks.
Sensors, 2012

Development of Computer Algorithms to Control a Weelchair through the Movement of the Head by Artificial Vision.
Proceedings of the SIGMAP and WINSYS 2012, 2012

Accident reproduction system for the identification of human factors involved on traffic accidents.
Proceedings of the 2012 IEEE Intelligent Vehicles Symposium, 2012

Optimal experts' knowledge selection for intelligent driving risk detection systems.
Proceedings of the 2012 IEEE Intelligent Vehicles Symposium, 2012

Controlling a Wheelchair Through Head Movement Through Artificial Vision and Using Speech Recognition.
Proceedings of the E-Business and Telecommunications - International Joint Conference, 2012

Detection system from the driver's hands based on Address Event Representation (AER).
Proceedings of the Computational Modelling of Objects Represented in Images, 2012

2011
Analysis of variance of Gabor filter banks parameters for optimal face recognition.
Pattern Recognit. Lett., 2011

Section-Wise Similarities for Clustering and Outlier Detection of Subjective Sequential Data.
Proceedings of the Similarity-Based Pattern Recognition - First International Workshop, 2011

Wireless In-vehicle Complaint Driver Environment Recorder.
Proceedings of the SIGMAP 2011, 2011

Combining traffic safety knowledge for driving risk detection.
Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011

Automatic driving risk detection based on hands activity.
Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011

Event based visual codification in automotive environments.
Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011

Face Recognition in Uncontrolled Environments, Experiments in an Airport.
Proceedings of the E-Business and Telecommunications - International Joint Conference, 2011

Person detection in surveillance environment with HoGG: Gabor filters and Histogram of Oriented Gradient.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Section-Wise Similarities for Classification of Subjective-Data on Time Series.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011

2010
Recent advances in face biometrics with Gabor wavelets: A review.
Pattern Recognit. Lett., 2010

Face verification with a kernel fusion method.
Pattern Recognit. Lett., 2010

Methods for the combination of kernel matrices within a support vector framework.
Mach. Learn., 2010

Driving risk classification based on experts evaluation.
Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2010

Detection and Tracking of Driver's Hands in Real Time.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

2009
Combination of kernels applied to face verification.
Proceedings of the International Conference on Image Processing, 2009

2007
Parallel gabor PCA with fusion of SVM scores for face verification.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Fusion of Support Vector Classifiers for Parallel Gabor Methods Applied to Face Verification.
Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007

Influence of Wavelet Frequency and Orientation in an SVM-Based Parallel Gabor PCA Face Verification System.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

2006
From Indefinite to Positive Semi-Definite Matrices.
Proceedings of the Structural, 2006

On the Fusion of Polynomial Kernels for Support Vector Classifiers.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

Kernel Procrustes.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Alternatives to Parameter Selection for Kernel Methods.
Proceedings of the Artificial Neural Networks, 2006

Local Linear Approximation for Kernel Methods: The Railway Kernel.
Proceedings of the Progress in Pattern Recognition, 2006

Fusion of Gaussian Kernels Within Support Vector Classification.
Proceedings of the Progress in Pattern Recognition, 2006

2004
Improving Support Vector Classification via the Combination of Multiple Sources of Information.
Proceedings of the Structural, 2004

Combining Kernel Information for Support Vector Classification.
Proceedings of the Multiple Classifier Systems, 5th International Workshop, 2004

2003
Support Vector Machine Classifiers for Asymmetric Proximities.
Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003


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