List of works - Sebastian Ventura

A Survey on the Application of Genetic Programming to Classification

article published in 2010

Apriori Versions Based on MapReduce for Mining Frequent Patterns on Big Data

scientific article published on 27 September 2017

Classification rule mining using ant programming guided by grammar with multiple Pareto fronts

Data mining in education

Data mining in predictive maintenance systems: A taxonomy and systematic review

scientific article published in 2022

Distributed Selection of Continuous Features in Multilabel Classification Using Mutual Information

scientific article published on 21 October 2019

Dysregulated splicing factor SF3B1 unveils a dual therapeutic vulnerability to target pancreatic cancer cells and cancer stem cells with an anti-splicing drug

scientific article published on 02 December 2021

Dysregulation of the Splicing Machinery Is Associated to the Development of Nonalcoholic Fatty Liver Disease

scientific article published on 01 August 2019

Dysregulation of the splicing machinery is directly associated to aggressiveness of prostate cancer

scientific article published on 03 January 2020

Grammar-based multi-objective algorithms for mining association rules

Impact of HbA1c measurement on hospital readmission rates: analysis of 70,000 clinical database patient records.

scientific article published on 03 April 2014

Mining Context-Aware Association Rules Using Grammar-Based Genetic Programming.

scientific article published on 25 September 2017

Mining association rules with single and multi-objective grammar guided ant programming

On the use of genetic programming for mining comprehensible rules in subgroup discovery

scientific article published in December 2014

Speeding-Up Association Rule Mining With Inverted Index Compression.

scientific article

Using Ant Programming Guided by Grammar for Building Rule-Based Classifiers.

scientific article published on 30 June 2011

Web usage mining for predicting final marks of students that use Moodle courses

Weighted data gravitation classification for standard and imbalanced data.