GC25 GC25 Extracción de conocimiento y sistemas inteligentes en biomedicina

Blázquez-Encinas R, García-Vioque V, Caro-Cuenca T, Moreno-Montilla MT, Mangili F, Alors-Pérez E, Ventura S, Herrera-Martínez AD, Moreno-Casado P, Calzado MA, Salvatierra A, Gálvez-Moreno MA, Fernandez-Cuesta L, Foll M, Luque RM, Alcala N, Pedraza-Arevalo S, Ibáñez-Costa A, Castaño JP

Altered splicing machinery in lung carcinoids unveils NOVA1, PRPF8 and SRSF10 as novel candidates to understand tumor biology and expand biomarker discovery

JOURNAL OF TRANSLATIONAL MEDICINE

DOI: 10.1186/s12967-023-04754-8

Porras JM, Lara JA, Romero C, Ventura S

A Case-Study Comparison of Machine Learning Approaches for Predicting Student's Dropout from Multiple Online Educational Entities

ALGORITHMS

DOI: 10.3390/a16120554

Trasierras AM, Luna JM, Ventura S

A contrast set mining based approach for cancer subtype analysis

ARTIFICIAL INTELLIGENCE IN MEDICINE

DOI: 10.1016/j.artmed.2023.102590

Perez E, Ventura S

A framework to build accurate Convolutional Neural Network models for melanoma diagnosis

KNOWLEDGE-BASED SYSTEMS

DOI: 10.1016/j.knosys.2022.110157

Ordonez-Avila R, Reyes NS, Meza J, Ventura S

Data mining techniques for predicting teacher evaluation in higher education: A systematic literature review

HELIYON

DOI: 10.1016/j.heliyon.2023.e13939

Luna JM, Kiran RU, Fournier-Viger P, Ventura S

Efficient mining of top-k high utility itemsets through genetic algorithms

INFORMATION SCIENCES

DOI: 10.1016/j.ins.2022.12.092

Barbudo R, Ventura S, Romero JR

Eight years of AutoML: categorisation, review and trends

KNOWLEDGE AND INFORMATION SYSTEMS

DOI: 10.1007/s10115-023-01935-1

Cachi PG, Ventura S, Cios KJ

Improving Spiking Neural Network Performance with Auxiliary Learning

MACHINE LEARNING AND KNOWLEDGE EXTRACTION

DOI: 10.3390/make5030052

Reyes O, Pèrez E

Performing Cancer Diagnosis via an Isoform Expression Ranking-based LSTM Model

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

DOI: 10.1145/3625237

Pérez E, Reyes O

Performing Melanoma Diagnosis by an Effective Multi-view Convolutional Network Architecture

INTERNATIONAL JOURNAL OF COMPUTER VISION

DOI: 10.1007/s11263-023-01848-0

Perez E, Ventura S

Progressive growing of Generative Adversarial Networks for improving data augmentation and skin cancer diagnosis

ARTIFICIAL INTELLIGENCE IN MEDICINE

DOI: 10.1016/j.artmed.2023.102556

Pedraza-Arevalo S, Alors-Perez E, Blazquez-Encinas R, Herrera-Martinez AD, Jimenz-Vacas JM, Fuentes-Fayos AC, Reyes O, Ventura S, Sanchez-Sanchez R, Ortega-Salas R, Serrano-Blanch R, Galvez-Moreno MA, Gahete MD, Ibanez-Costa A, Luque RM, Castano JP

Spliceosomic dysregulation unveils NOVA1 as a candidate actionable therapeutic target in pancreatic neuroendocrine tumors

TRANSLATIONAL RESEARCH

DOI: 10.1016/j.trsl.2022.07.005

Yacoub MF, Maghawry HA, Helal NA, Ventura S, Gharib TF

INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS

2022

DOI: 10.14569/IJACSA.2022.01304101

Perez E, Ventura S

NEURAL COMPUTING & APPLICATIONS

2022

DOI: 10.1007/s00521-021-06655-7

Moyano JM, Ventura S

INFORMATION FUSION

2022

DOI: 10.1016/j.inffus.2021.07.005

Al-Twijri MI, Luna JM, Herrera F, Ventura S

COGNITIVE COMPUTATION

2022

DOI: 10.1007/s12559-022-10015-5

Esteban A, Zafra A, Ventura S

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY

2022

DOI: 10.1002/widm.1471

Bowen-Mendoza L, Pinargote-Ortega M, Meza J, Ventura S

JOURNAL OF COMPUTING IN HIGHER EDUCATION

2022

DOI: 10.1007/s12528-021-09297-9

Barron MA, Luna JM, Ventura S

IEEE ACCESS

2022

DOI: 10.1109/ACCESS.2022.3225435

Trasierras AM, Luna JM, Ventura S

INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

2022

DOI: 10.1002/int.22503

Maqsood R, Ceravolo P, Romero C, Ventura S

KNOWLEDGE AND INFORMATION SYSTEMS

2022

DOI: 10.1007/s10115-022-01674-9

Moyano JM, Luna JM, Ventura S

IEEE ACCESS

2022

DOI: 10.1109/ACCESS.2022.3192642

Luna JM, Fardoun HM, Padillo F, Romero C, Ventura S

INTERACTIVE LEARNING ENVIRONMENTS

2022

DOI: 10.1080/10494820.2019.1643742

Quintero-Dominguez LA, Morell C, Ventura S

A propositionalization method of multi-relational data based on Grammar-Guided Genetic Programming

EXPERT SYSTEMS WITH APPLICATIONS

DOI: 10.1016/j.eswa.2020.114263

IF: 6,954 Q1 D1

Luque C, Luna JM, Ventura S

A semantically enriched text mining system for clinical decision support

COMPUTATIONAL INTELLIGENCE

DOI: 10.1111/coin.1232

IF: 2,33 Q3

Frias M, Moyano JM, Rivero-Juarez A, Luna JM, Camacho A, Fardoun HM, Machuca I, Al-Twijri M, Rivero A, Ventura S

Classification Accuracy of Hepatitis C Virus Infection Outcome: Data Mining Approach

JOURNAL OF MEDICAL INTERNET RESEARCH

DOI: 10.2196/18766

IF: 5,428 Q1 D1

Perez E, Reyes O, Ventura S

Convolutional neural networks for the automatic diagnosis of melanoma: An extensive experimental study

MEDICAL IMAGE ANALYSIS

DOI: 10.1016/j.media.2020.101858

IF: 8,545 Q1 D1

Barbudo R, Ramirez A, Servant F, Romero JR

GEML: A grammar-based evolutionary machine learning approach for design-pattern detection

JOURNAL OF SYSTEMS AND SOFTWARE

DOI: 10.1016/j.jss.2021.110919

IF: 2,829 Q1 D3

Perez E, Ventura S

Melanoma Recognition by Fusing Convolutional Blocks and Dynamic Routing between Capsules

CANCERS

DOI: 10.3390/cancers13194974

Pinargote-Ortega M, Bowen-Mendoza L, Meza J, Ventura S

Peer assessment using soft computing techniques

JOURNAL OF COMPUTING IN HIGHER EDUCATION

DOI: 10.1007/s12528-021-09296-w

IF: 2,627 Q2 D5

Moyano JM, Reyes O, Fardoun HM, Ventura S

Performing multi-target regression via gene expression programming- based ensemble models

NEUROCOMPUTING

DOI: 10.1016/j.neucom.2020.12.060

IF: 5,719 Q1 D3

Alors-Perez E, Blazquez-Encinas R, Alcala S, Viyuela-Garcia C, Pedraza-Arevalo S, Herrero-Aguayo V, Jimenez-Vacas JM, Mafficini A, Sanchez-Frias ME, Cano MT, Abollo-Jimenez F, Marin-Sanz JA, Cabezas-Sainz P, Lawlor RT, Luchini C, Sanchez L, Sanchez-Hidalgo JM, Ventura S, Martin-Hijano L, Gahete MD, Scarpa A, Arjona-Sanchez A, Ibanez-Costa A, Sainz B, Luque RM, Castano JP

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

JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH

DOI: 10.1186/s13046-021-02153-9

IF: 11,161 Q1 D1

Luque-Tevar M, Perez-Sanchez C, Patino-Trives AM, Barbarroja N, de la Rosa IA, Abalos-Aguilera MC, Marin-Sanz JA, Ruiz-Vilchez D, Ortega-Castro R, Font P, Lopez-Medina C, Romero-Gomez M, Rodriguez-Escalera C, Perez-Venegas J, Ruiz-Montesinos MD, Dominguez C, Romero-Barco C, Fernandez-Nebro A, Mena-Vazquez N, Marenco JL, Uceda-Montanez J, Toledo-Coello MD, Aguirre MA, Escudero-Contreras A, Collantes-Estevez E, Lopez-Pedrera C

Integrative Clinical, Molecular, and Computational Analysis Identify Novel Biomarkers and Differential Profiles of Anti-TNF Response in Rheumatoid Arthritis

FRONTIERS IN IMMUNOLOGY

DOI: 10.3389/fimmu.2021.63166

IF: 7,561 Q1 D2

Autores, Cachi PG, Ventura S, Cios KJ

CRBA: A Competitive Rate-Based Algorithm Based on Competitive Spiking Neural Networks

FRONTIERS IN COMPUTATIONAL NEUROSCIENCE

DOI: 10.3389/fncom.2021.627567

IF: 2,38 Q2 D5

Fournier-Viger P, Yang P, Kiran RU, Ventura S, Luna JM

Mining local periodic patterns in a discrete sequence

INFORMATION SCIENCES

DOI: 10.1016/j.ins.2020.09.044

IF: 6,795 Q1 D2

Reyes O, Perez E, Luque RM, Castano J, Ventura S

A supervised machine learning-based methodology for analyzing dysregulation in splicing machinery: An application in cancer diagnosis

ARTIFICIAL INTELLIGENCE IN MEDICINE

DOI: 10.1016/j.artmed.2020.101950

IF: 4,383 Q: 1

Moyano JM, Gibaja EL, Cios KJ, Ventura S

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

KNOWLEDGE-BASED SYSTEMS

DOI: 10.1016/j.knosys.2020.105770

IF: 5,921 Q: 1

Gonzalez-Lopez J, Ventura S, Cano A

Distributed multi-label feature selection using individual mutual information measures

KNOWLEDGE-BASED SYSTEMS

DOI: 10.1016/j.knosys.2019.105052

IF: 5,921 Q: 1

Gonzalez-Lopez J, Ventura S, Cano A

Distributed Selection of Continuous Features in Multilabel Classification Using Mutual Information

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

DOI: 10.1109/TNNLS.2019.2944298

IF: 8,793 Q: 1 D: 1

Jimenez-Vacas JM, Herrero-Aguayo V, Montero-Hidalgo AJ, Gomez-Gomez E, Fuentes-Fayos AC, Leon-Gonzalez AJ, Saez-Martinez P, Alors-Perez E, Pedraza-Arevalo S, Gonzalez-Serrano T, Reyes O, Martinez-Lopez A, Sanchez-Sanchez R, Ventura S, Yubero-Serrano EM, R

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

EBIOMEDICINE

DOI: 10.1016/j.ebiom.2019.11.008

IF: 5,736 Q: 1

Romero C, Ventura S

Educational data mining and learning analytics: An updated survey

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY

DOI: 10.1002/widm.1355

IF: 4,476 Q: 1

Luna JM, Pechenizkiy M, Duivesteijn W, Ventura S

Exceptional in so Many Ways-Discovering Descriptors That Display Exceptional Behavior on Contrasting Scenarios

IEEE ACCESS

DOI: 10.1109/ACCESS.2020.3034885

IF: 3,745 Q: 1

Luna JM, Fournier-Viger P, Ventura S

Extracting User-Centric Knowledge on Two Different Spaces: Concepts and Records

IEEE ACCESS

DOI: 10.1109/ACCESS.2020.3010852

IF: 3,745 Q: 1

Delgado-Osuna JA, Garcia-Martinez C, Gomez-Barbadillo J, Ventura S

Heuristics for interesting class association rule mining a colorectal cancer database

INFORMATION PROCESSING & MANAGEMENT

DOI: 10.1016/j.ipm.2020.102207

IF: 4,787 Q: 1 D: 1

Padillo F, Luna JM, Ventura S

LAC: Library for associative classification

KNOWLEDGE-BASED SYSTEMS

DOI: 10.1016/j.knosys.2019.105432

IF: 5,921 Q: 1

Garcia-Martinez C, Ventura S

Multi-view Genetic Programming Learning to Obtain Interpretable Rule-Based Classifiers for Semi-supervised Contexts

Lessons Learnt

DOI: 10.2991/ijcis.d.200511.002

IF: 1,838 Q: 3

Saeed-Ul H, Aljohani NR, Idrees N, Sarwar R, Nawaz R, Martinez-Camara E, Ventura S, Herrera F

Predicting literature's early impact with sentiment analysis in Twitter

KNOWLEDGE-BASED SYSTEMS

DOI: 10.1016/j.knosys.2019.105383

IF: 5,921 Q: 1

Fuentes-Fayos AC, Vazquez-Borrego MC, Jimenez-Vacas JM, Bejarano L, Pedraza-Arevalo S, L-Lopez F, Blanco-Acevedo C, Sanchez-Sanchez R, Reyes O, Ventura S, Solivera J, Breunig JJ, Blasco MA, Gahete MD, Castano JP, Luque RM

Splicing machinery dysregulation drives glioblastoma development/aggressiveness: oncogenic role of SRSF3

BRAIN

DOI: 10.1093/brain/awaa273

IF: 11,337 Q: 1 D: 1

Hassan SU, Aljohani NR, Shabbir M, Ali U, Iqbal S, Sarwar R, Martinez-Camara E, Ventura S, Herrera F

Tweet Coupling: a social media methodology for clustering scientific publications

SCIENTOMETRICS

DOI: 10.1007/s11192-020-03499-1

IF: 2,867 Q: 1

Lopez-Zambrano, J; Lara, JA; Romero, C

Towards portability of models for predicting students’ final performance in university courses starting from Moodle Logs

APPLIED SCIENCES-BASEL

DOI: 10.3390/app10010354

IF: 2,474 Q: 2

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

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

Journal of Computing in Higher Education

DOI: 10.1007/s12528-019-09225-y

IF: 2,271 Q: 1

Ramirez A, Romero JR, Garcia-Martinez C, Ventura S; JCLEC-MO: A Java suite for solving many-objective optimization engineering problems

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

2019

DOI: 10.1016/j.engappai.2019.02.003

IF: 3,526 Q: 1

Ramirez A, Romero JR, Ventura S; A survey of many-objective optimisation in search-based software engineering

JOURNAL OF SYSTEMS AND SOFTWARE

2019

DOI: 10.1016/j.jss.2018.12.015

IF: 2,559 Q: 1

Luque C, Luna JM, Luque M, Ventura S; An advanced review on text mining in medicine

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY

2019

DOI: 10.1002/widm.1302

IF: 2,541 Q: 1

Luna JM, Fournier-Viger P, Ventura S; Frequent itemset mining: A 25 years review

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY

2019

DOI: 10.1002/widm.1329

IF: 2,541 Q: 1

Romero C, Ventura S; Guest Editorial: Special Issue on Early Prediction and Supporting of Learning Performance

IEEE TRANSACTIONS ON LEARNING TECHNOLOGIES

2019

DOI: 10.1109/TLT.2019.2908106

IF: 2,315 Q: 1

Luna JM, Ondra M, Fardoun HM, Ventura S; Optimization of quality measures in association rule mining: an empirical study

INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS

2019

DOI: 10.2991/ijcis.2018.25905182

IF: 2,153 Q: 3

Abouzid H, Chakkor O, Reyes OG, Ventura S; Signal speech reconstruction and noise removal using convolutional denoising audioencoders with neural deep learning

ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING

2019

DOI: 10.1007/s10470-019-01446-6

IF: 0,823 Q: 4

Maqsood R, Ceravolo P, Ventura S; Discovering Students' Engagement Behaviors in Confidence-based Assessment

PROCEEDINGS OF 2019 IEEE GLOBAL ENGINEERING EDUCATION CONFERENCE (EDUCON)

2019

DOI: 10.13140/RG.2.2.30967.68007

Quintero-Dominguez LA, Morell C, Ventura S; WordificationMI: multi-relational data mining through multiple-instance propositionalization

PROGRESS IN ARTIFICIAL INTELLIGENCE

2019

DOI: 10.1007/s13748-019-00186-y