Publicaciones

Closed-form Gaussian spread estimation for small and large support vector classification

OralImmunoAnalyser: a software tool to immunohistochemical assessment of oral leukoplakia using image segmentation and classification models

Software BreastAnalyser for the semi-automatic analysis of breast cancer immunohistochemical images

Cognitive and clinical predictors of a long-term course in obsessive compulsive disorder: A machine learning approach in a prospective cohort study

Can we predict behavior problems in children with autism?

Crawford, Kate (2023). Atlas de IA. Poder, política y costes planetarios de la inteligencia artificial Barcelona: Ned Ediciones

Promoting equality in higher education computer programming courses through cooperative learning

MSCF: Multi-Scale Canny Filter to Recognize Cells in Microscopic Images

CT-based radiomics to predict KRAS mutation in CRC patients using a machine learning algorithm: a retrospective study

Aprendizaxe de materias de programación e intelixencia artificial con perspectiva de xénero

Validation Analysis of Panoramic Dental Application (PDApp) Software as a Tool for Predicting Third Molar Eruption Based on Panoramic Radiograph Images

Ultra Fast Classification and Regression of High-Dimensional Problems Projected on 2D

Fast Support Vector Classifier for large-scale classification problems

Providing female role models in STEM higher education careers, a teaching experience

Perspectiva de género en Inteligencia Artificial, una necesidad

Automatic marbling prediction of sliced dry-cured ham using image segmentation, texture analysis and regression

A machine learning approach in autism spectrum disorders: from sensory processing to behavior problems

Ideal kernel tuning: fast and scalable selection of the radial basis kernel spread for support vector classification

Viability Study of Machine Learning-Based Prediction of COVID-19 Pandemic Impact in Obsessive-Compulsive Disorder Patients

Quick extreme learning machine for large-scale classification

Extreme learning machine with confidence interval based bias initialization

Embedded ethics to teach machine learning courses: an experience

STERapp: Semiautomatic Software for Stereological Analysis. Application in the Estimation of Fish Fecundity

Unha experiencia da introducción da perspectiva de xénero en materias de Intelixencia Artificial

Perspectiva de género en Inteligencia Artificial

CystAnalyser: A new software tool for the automatic detection and quantification of cysts in Polycystic Kidney and Liver Disease, and other cystic disorders

Gender perspective in Artificial Intelligence (AI)

CT Radiomics in Colorectal Cancer: Detection of KRAS Mutation Using Texture Analysis and Machine Learning

Magnetic Resonance Imaging, texture analysis and regression techniques to non-destructively predict the quality characteristics of meat pieces

An extensive experimental survey of regression methods

Automatic prediction of village-wise soil fertility for several nutrients in India using a wide range of regression methods

Classification of color texture feature patterns extracted from cells in histological images of fish ovary

Classification of agricultural soil parameters in India

Influence of normalization and color space to color texture classification

On the use of nominal and ordinal classifiers for the discrimination of states of development in fish oocytes

Aprendizaxe baseada na prestación de servizos de administración informática na USC

Aprendizaje basado en la prestación de servicios de administración informática en la USC

Govocitos: a software tool for estimating fish fecundity based on digital analysis of histological images

A Multi-platform Graphical Software for Determining Reproductive Parameters in Fishes Using Histological Image Analysis

Do we Need hundreds of classifiers to solve real world classification problems?

Wavelet denoising to improve the quality of SEM images

Direct Kernel Perceptron (DKP): ultra-fast kernel ELM-based classification with non-iterative closed-form weight calculation

Exhaustive comparison of color texture features and classification methods to discriminate cells categories in histological images of fish ovary

Direct Parallel Perceptrons (DPPs): Fast Analytical Calculation of the Parallel PerceptronsWeights with Margin Control for Classification Tasks

Statistical and Wavelet based texture features for fish oocytes classification

Fast weight calculation for kernel-based perceptron in two-class classification problems

A Parallel Perceptron network for classification with direct calculation of the weights optimizing error and margin

A comparison of several neural networks to predict the execution times in injection molding production for automotive industry

Control y Generación de Refuerzo a partir de la Observación del Comportamiento Humano

Automatic detection and classification of grains of pollen based on shape and texture