Héctor Allende

Pontificia Universidad Católica de Valparaíso — Chile

Computer Science · Physical Sciences

17h-index1.1kcitations180works4.82yr avg
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Research Topics

Neural Networks and Applications(35), Face and Expression Recognition(25), Energy Load and Power Forecasting(15), Machine Learning and Algorithms(14), Advanced Statistical Methods and Models(12)

Publications179 total

Bimodal beta mixture distribution for enhanced OOD inner-differentiation in multi-class text classification
Pattern Recognition Letters·2025
MRI Boundary-Aware Segmentation of Multiple Sclerosis Lesions Using a Novel Mahalanobis Distance Map
Applied Sciences·2025Open Access
Zero-Day Threat Mitigation via Deep Learning in Cloud Environments
Applied Sciences·2025· 2 citedOpen Access
Explainable AI for Forensic Analysis: A Comparative Study of SHAP and LIME in Intrusion Detection Models
Applied Sciences·2025· 25 citedOpen Access
A Machine-Learning-Based Approach for the Detection and Mitigation of Distributed Denial-of-Service Attacks in Internet of Things Environments
Applied Sciences·2025· 9 citedOpen Access
Use of Explainable Artificial Intelligence for Analyzing and Explaining Intrusion Detection Systems
Computers·2025· 2 citedOpen Access
SAG’s Overload Forecasting Using a CNN Physical Informed Approach
Applied Sciences·2024· 4 citedOpen Access
Beta Distribution Approach for Outlier Exposure in Multi-class Text Classification
Lecture notes in computer science·2024
Attribute Relevance Score: A Novel Measure for Identifying Attribute Importance
Algorithms·2024· 1 citedOpen Access
A Hybrid System Based on Bayesian Networks and Deep Learning for Explainable Mental Health Diagnosis
Applied Sciences·2024· 10 citedOpen Access
Block-wise imputation EM algorithm in multi-source scenario: ADNI case
Pattern Analysis and Applications·2024· 4 citedOpen Access
Automated Distress Detection and Measurement in Urban Asphalt Pavements Using Deep Learning
2024
Multi-step probabilistic forecasting model using deep learning parametrized distributions
Soft Computing·2023· 3 cited
Edges-enhanced Convolutional Neural Network for Multiple Sclerosis Lesions Segmentation
Computación y Sistemas·2023· 1 cited
Multilabel Text Classification with Label-Dependent Representation
Applied Sciences·2023· 10 citedOpen Access
Machine learning applications for urban photovoltaic potential estimation: A survey
Neurocomputing·2023· 7 cited
The Agenda of the Future
Law for professionals·2022
Enforcement
Law for professionals·2022
Packages
Law for professionals·2022
The World Customs Organization
Law for professionals·2022· 3 cited
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Frequent Co-authors

Rodrigo Salas(14), Carlos Valle(12), Héctor Allende‐Cid(8), Claudio Moraga(7), Ricardo Ñanculef(7), Alejandro Veloz(5), Ignacio Araya(4), Sebastián Moreno(4), Erick López(3), Jorge Galbiati(3), Enrique Canessa(3), Esteban Gil(2), Luis Pizarro(2), Sérgio Campos(2), Emanuele Frandi(2), Claudio Sartori(2), Juan Zamora(2), Marcelo Mendoza(2), Pamela Hermosilla(2), Sebastián Berríos(2)