355 entries « 1 of 8 »

2020

López-Zambrano, J; Lara, J; Romero, C

Towards Portability of Models for Predicting Students’ Final Performance in University Courses Starting from Moodle Logs Journal Article

Applied Sciences, 10 (1), pp. 354, 2020.

Links | BibTeX | Tags: Educational Data Mining, Predicting Student Performance

Ramírez, A; Delgado-Pérez, P; Ferrer, J; Romero, J R; Medina-Bulo, I; Chicano, F

A systematic literature review of the SBSE research community in Spain Journal Article

Progress in Artificial Intelligence, In Press , 2020, ISSN: 2192-6360.

Links | BibTeX | Tags: Search-based Software Engineering

Hassan, S U; Aljohani, N R; Idrees, N; Sarwar, R; Nawaz, R; Martínez-Cámara, E; Ventura, S; Herrera, F

Predicting literature's early impact with sentiment Analysis in Twitter Journal Article

Knowledge-Based Systems, 192 , pp. 1–10, 2020, ISSN: 09507051.

Links | BibTeX | Tags: Predictive Models

Luque, C; Luna, J M; Ventura, S

A semantically enriched text mining system for clinical decision support Journal Article

Computational Intelligence, pp. 1–26, 2020.

Links | BibTeX | Tags: Clinical Data Mining, Predictive Models

Jiménez-Vacas, J M; Herrero-Aguayo, V; Montero-Hidalgo, A J; Gómez-Gómez, E; Fuentes-Fayos, A C; León-González, A J; Sáez-Martínez, P; Alors-Pérez, E; Pedraza-Arévalo, S; González-Serrano, T; Reyes, O; Martínez-López, A; Sánchez-Sánchez, R; Ventura, S; Yubero-Serrano, E M; Requena-Tapia, M J; Castaño, J P; Gahete, M D; Luque, R M

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

EBioMedicine, 51 , pp. 1–13, 2020, ISSN: 23523964.

Links | BibTeX | Tags: Cancer, Medical Data Mining

Padillo, F; Luna, J M; Ventura, S

LAC: Library for associative classification Journal Article

Knowledge-Based Systems, 193 , pp. 1–3, 2020, ISSN: 09507051.

Links | BibTeX | Tags: Association Rule Mining, Associative Classification, Data Mining Software

Delgado-Osuna, J A; García-Martínez, C; Gómez-Barbadillo, J; Ventura, S

Heuristics for interesting class association rule mining a colorectal cancer database Journal Article

Information Processing and MA.gement, 57 (3), pp. 1–15, 2020, ISSN: 03064573.

Links | BibTeX | Tags: Association Rule Mining, Cancer, Medical Data Mining

García-Martínez, C; Ventura, S

Multi-view learning and genetic programming to obtain interpretable rule-based classifiers for semi-supervised contexts. Lessons learnt. Journal Article

International Journal of Computational Intelligence Systems, 2020.

BibTeX | Tags: Classification Rules, Genetic Algorithms, Multi-view Learning, Semi-supervised Learning

Gonzalez-Lopez, J; Ventura, S; Cano, A

Distributed multi-label feature selection using individual mutual information measures Journal Article

Knowledge-Based Systems, 188 , pp. 1-13, 2020.

Links | BibTeX | Tags: Feature Selection, Multi-label Learning

Cerezo, R; Bogarín, A; Esteban, M; Romero, C

Process mining for self-regulated learning assessment in e-learning Journal Article

Journal of Computing in Higher Education, 32 (1), pp. 74–88, 2020.

Links | BibTeX | Tags: Data Science, Educational Data Mining

Moyano, J M; Gibaja, E; Cios, K J; Ventura, S

Combining multi-label classifiers based on projections of the output space using Evolutionary algorithms Journal Article

Knowledge-Based Systems, 196 , pp. 105770, 2020, ISSN: 0950-7051.

Links | BibTeX | Tags: Classification, Evolutionary Algorithms, Multi-label Learning, Supervised Learning

Romero, C; Ventura, S

Educational data mining and learning analytics: An updated survey Journal Article

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, pp. e1355, 2020.

Links | BibTeX | Tags: Data Science, Educational Data Mining, Educational Recommender Systems, Predicting Student Performance

2019

Reyes, O; Pérez, E; Ventura, S

Performing melanoma diagnosis by an effective convolutional architecture Inproceedings

Skin Lesion Analysis Towards Melanoma Detection, ISIC 2019, pp. 4, 2019.

BibTeX | Tags: Deep Learning, Melanoma Diagnosis

Pérez, E; Reyes, O; Ventura, S

Automatic melanoma diagnosis: a review Inproceedings

VII Scientific Congress of Researchers of the University of Cordoba, Spain, 2019.

BibTeX | Tags: Deep Learning, Melanoma Diagnosis

Espejo, P G; Gibaja, E; Menéndez, V H; Zapata, A; Romero, C

Improving Multi-Label Classification for Learning Objects Categorization by Taking into Consideration Usage Information Journal Article

Journal of Universal Computer Science, 25 (13), pp. 1687–1716, 2019.

Links | BibTeX | Tags: Educational Data Mining, Educational Recommender Systems

Chango W., Cerezo R; Romero, C

Predicting academic performance of university students from multi-sources data in blended learning Inproceedings

Proceedings of the Second International Conference on Data Science, E-Learning and Information Systems, pp. 1–5, 2019.

Links | BibTeX | Tags: Educational Data Mining, Predicting Student Performance

Padillo, F; Luna, J M; Ventura, S

Evaluating associative classification algorithms for Big Data Journal Article

Big Data Analytics, 4 (2), pp. 1–27, 2019, ISSN: 2058-6345.

Links | BibTeX | Tags: Associative Classification, Big Data

Luna, J M; Carmona, C J; García-Vico, A M; {Del Jesus}, M J; Ventura, S

Subgroup discovery on multiple instance data Journal Article

International Journal of Computational Intelligence Systems, 12 (2), pp. 1602–1612, 2019, ISSN: 18756883.

Links | BibTeX | Tags: Metaheuristics, Multi-instance Learning, Pattern Mining, Subgroup Discovery

Gonzalez-Lopez, J; Ventura, S; Cano, A

Distributed Selection of Continuous Features in Multilabel Classification Using Mutual Information Journal Article

IEEE Transactions on Neural Networks and Learning Systems, pp. 1–14, 2019, ISSN: 2162-237X.

Links | BibTeX | Tags: Feature Selection, Multi-label Learning

Arauzo-Azofra, A; Jiménez-Vílchez, A; Molina-Baena, J; Luque, M

Algorithmic cache of sorted tables for feature selection Journal Article

Data Mining and Knowledge Discovery, 33 (4), pp. 964–994, 2019.

Links | BibTeX | Tags: Feature Selection

Ramírez, A; Romero, J R; Simons, C L

A Systematic Review of Interaction in Search-Based Software Engineering Journal Article

IEEE Transactions on Software Engineering, 45 (8), pp. 760-781, 2019, ISSN: 0098-5589.

Links | BibTeX | Tags: Search-based Software Engineering

Moyano, J M; Gibaja, E; Cios, K J; Ventura, S

An evolutionary approach to build ensembles of multi-label classifiers Journal Article

Information Fusion, 50 , pp. 168-180, 2019, ISSN: 1566-2535.

Links | BibTeX | Tags: Classification, Evolutionary Algorithms, Multi-label Learning, Supervised Learning

Luna, J M; Fournier-Viger, P; Ventura, S

Frequent itemset mining: A 25 years review Journal Article

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 9 , 2019.

Links | BibTeX | Tags: Data Science, Pattern Mining

Abouzid, H; Chakkor, O; Reyes, O; Ventura, S

Signal speech reconstruction and noise removal using convolutional denoising audioencoders with neural deep learning Journal Article

Analog Integrated Circuits and Signal Processing, 100 , pp. 501-512, 2019.

Links | BibTeX | Tags: Deep Learning

Quintero-Domínguez, L A; Morell, C; Ventura, S

WordificationMI: multi-relational data mining through multiple-instance propositionalization Journal Article

Progress in Artificial Intelligence, 8 , pp. 375-387, 2019.

Links | BibTeX | Tags: Multi-instance Learning, Propositionalization

Robles-Berumen, H; Zafra, A; Fardoun, H M; Ventura, S

LEAC: An efficient library for clustering with evolutionary algorithms Journal Article

Knowledge-Based Systems, 179 , pp. 117-119, 2019.

Links | BibTeX | Tags: Clustering, Library, Software

Hassan, S -U; Waheed, H; Aljohani, N R; Ali, M; Ventura, S; Herrera, F

Virtual learning environment to predict withdrawal by leveraging deep learning Journal Article

International Journal of Intelligent Systems, 34 , pp. 1935-1952, 2019.

Links | BibTeX | Tags: Deep Learning, Educational Data Mining

Del Río-Moreno, M; Alors-Pérez, E; González-Rubio, S; Ferrín, G; Reyes, O; Rodríguez-Perálvarez, M; Sánchez-Frías, M E; Sánchez-Sánchez, R; Ventura, S; López-Miranda, J; Kineman, R D; De La Mata, M; Castaño, J P; Gahete, M D; Luque, R M

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

Journal of Clinical Endocrinology and Metabolism, 104 , pp. 3389-3402, 2019.

Links | BibTeX | Tags: Clinical Data Mining, Predictive Models

Padillo, F; Luna, J M; Ventura, S

A Grammar-Guided Genetic Programing Algorithm for Associative Classification in Big Data Journal Article

Cognitive Computation, 11 , pp. 331-346, 2019.

Links | BibTeX | Tags: Big Data Mining, Evolutionary Algorithms, Grammar-Based Genetic Programming, Hadoop, Pattern Mining, Spark

Luque, C; Luna, J M; Ventura, S

MiNerDoc: A semantically enriched text mining system to transform clinical text into knowledge Inproceedings

Proceedings - IEEE Symposium on Computer-Based Medical Systems, pp. 702-707, 2019.

Links | BibTeX | Tags: Clinical Data Mining, Data Mining Software, Medical Data Mining, Software Design and Development

Delgado-Osuna, J -A; García-Martinez, C; Ventura, S; Barbadillo, J G

Obtaining tractable and interpretable descriptions for cases with complications from a colorectal cancer database Inproceedings

Proceedings - IEEE Symposium on Computer-Based Medical Systems, pp. 459-464, 2019.

Links | BibTeX | Tags: Associative Classification, Cancer, Clinical Data Mining, Predictive Models

Reyes, O; Luque, R M; Castano, J; Ventura, S

A supervised methodology for analyzing dysregulation in splicing machinery: An application in cancer diagnosis Inproceedings

Proceedings - IEEE Symposium on Computer-Based Medical Systems, pp. 120-125, 2019.

Links | BibTeX | Tags: Clinical Data Mining, Predictive Models

Ramírez, A; Romero, J R; García-Martínez, C; Ventura, S

JCLEC-MO: A Java suite for solving many-objective optimization engineering problems Journal Article

Engineering Applications of Artificial Intelligence, 81 , pp. 14-28, 2019.

Links | BibTeX | Tags: Evolutionary Algorithms, Metaheuristics, Multi-objective Optimization, Software Design and Development

Luque, C; Luna, J M; Luque, M; Ventura, S

An advanced review on text mining in medicine Journal Article

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 9 (3), pp. 1-16, 2019.

Links | BibTeX | Tags: Clinical Data Mining, Medical Data Mining

Romero, C; Ventura, S

Guest Editorial: Special Issue on Early Prediction and Supporting of Learning Performance Journal Article

IEEE Transactions on Learning Technologies, 12 , pp. 145-147, 2019.

Links | BibTeX | Tags: Educational Data Mining, Predicting Student Performance

Maqsood, R; Ceravolo, P; Ventura, S

Discovering students' engagement behaviors in confidence-based assessment Inproceedings

IEEE Global Engineering Education Conference, EDUCON, pp. 841-846, 2019.

Links | BibTeX | Tags: Educational Data Mining, Markov Models

Ramírez, A; Romero, J R; Ventura, S

A survey of many-objective optimisation in search-based software engineering Journal Article

Journal of Systems and Software, 149 , pp. 382-395, 2019.

Links | BibTeX | Tags: Evolutionary Algorithms, Multi-objective Optimization, Search-based Software Engineering

Reyes, O; Ventura, S

Performing Multi-Target Regression via a Parameter Sharing-Based Deep Network Journal Article

International Journal of Neural Systems, 2019.

Links | BibTeX | Tags: Deep Learning, Multi-target Regression

Gonzalez-Lopez, J; Ventura, S; Cano, A

ARFF Data Source Library for Distributed Single/Multiple Instance, Single/Multiple Output Learning on Apache Spark Journal Article

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11538 LNCS , pp. 173-179, 2019.

Links | BibTeX | Tags: Big Data, Multi-label Learning, Spark

Luna, J M; Padillo, F; Ventura, S

Associative classification in big data through a G3P approach Inproceedings

IoTBDS 2019 - Proceedings of the 4th International Conference on Internet of Things, Big Data and Security, pp. 94-102, 2019.

Links | BibTeX | Tags: Big Data Mining, Evolutionary Algorithms, Grammar-Based Genetic Programming, Hadoop, Pattern Mining, Spark

Moyano, J M; Gibaja, E; Ventura, S; Cano, A

Speeding up classifier chains in multi-label classification Inproceedings

IoTBDS 2019 - Proceedings of the 4th International Conference on Internet of Things, Big Data and Security, pp. 29-37, 2019.

Links | BibTeX | Tags: Classification, Multi-label Learning, Scalability, Supervised Learning

Luna, J M; Fardoun, H M; Padillo, F; Romero, C; Ventura, S

Subgroup discovery in MOOCs: a big data application for describing different types of learners Journal Article

Interactive Learning Environments, pp. 1-13, 2019, ISBN: 17445191.

Links | BibTeX | Tags: Big Data Mining, Educational Data Mining, Hadoop, Spark, Subgroup Discovery

García-Martínez, C; Cerezo, R; Bermúdez, M; Romero, C

Improving essay peer grading accuracy in massive open online courses using personalized weights from student's engagement and performance Journal Article

Journal of Computer Assisted Learning, 35 , pp. 110-120, 2019.

Links | BibTeX | Tags: Educational Data Mining

Ferreira-Mello, R; André, M; Pinheiro, A; Costa, E; Romero, C

Text mining in education Journal Article

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 9 , 2019.

Links | BibTeX | Tags: Educational Data Mining

Cerezo, R; Calderón, V; Romero, C

A holographic mobile-based application for practicing pronunciation of basic English vocabulary for Spanish speaking children Journal Article

International Journal of Human Computer Studies, 124 , pp. 13-25, 2019.

Links | BibTeX | Tags: Educational Data Mining

Ramírez, A; Delgado-Pérez, P; Ferrer, J; Romero, J R; Medina-Bulo, I; Chicano, F

Estado y evolución de la comunidad SBSE en España: un análisis bibliométrico Inproceedings

XXIV Jornadas en Ingenieria del Software y Bases de Datos (JISBD'19), 2019.

Links | BibTeX | Tags: Search-based Software Engineering

Romero, J R; Ramírez, A; Simons, C

Looking for novelty in SBSE problems Inproceedings

XXIV Jornadas en Ingenieria del Software y Bases de Datos (JISBD'19), 2019.

Links | BibTeX | Tags: Search-based Software Engineering

Esteban, A; Zafra, A; Romero, C

Helping university students to choose elective courses by using a hybrid multi-criteria recommendation system with genetic optimization Journal Article

Knowledge-Based Systems, pp. 105385, 2019.

Links | BibTeX | Tags: Educational Data Mining, Educational Recommender Systems, Genetic Algorithms

2018

López-Zambrano, J; Martinez, J A; Rojas, J; Romero, C

A tool for preprocessing moodle data sets Inproceedings

Proceedings of the 11th International Conference on Educational Data Mining, Buffalo, NY, USA, pp. 15–18, 2018.

Links | BibTeX | Tags: Educational Data Mining, Educational Recommender Systems

Luque, M; Arauzo-Azofra, A; Gata-Moreno, L; García-Hernández, L; Salas-Morera, L

Algoritmos Coevolutivos para el Diseño de Distribucción en Planta Inproceedings

22nd International Congress on Project Management and Engineering, pp. 1075–1086, 2018.

Links | BibTeX | Tags: Evolutionary Algorithms

355 entries « 1 of 8 »

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