Publications in 2023
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. 2023. DOI: 10.1186/s12967-023-04754-8. IF: 7,4 Q1 D3
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. 2023. DOI: 10.3390/a16120554. IF: 2,3 Q3 D
Trasierras AM, Luna JM, Ventura S. A contrast set mining based approach for cancer subtype analysis. ARTIFICIAL INTELLIGENCE IN MEDICINE. 2023. DOI: 10.1016/j.artmed.2023.102590. IF: 7,5 Q1 D2
Perez E, Ventura S. A framework to build accurate Convolutional Neural Network models for melanoma diagnosis. KNOWLEDGE-BASED SYSTEMS. 2023. DOI: 10.1016/j.knosys.2022.110157. IF: 8,8 Q1 D2
Ordonez-Avila R, Reyes NS, Meza J, Ventura S. Data mining techniques for predicting teacher evaluation in higher education: A systematic literature review. HELIYON. 2023. DOI: 10.1016/j.heliyon.2023.e13939. IF: 4 Q2 D4
Luna JM, Kiran RU, Fournier-Viger P, Ventura S. Efficient mining of top-k high utility itemsets through genetic algorithms. INFORMATION SCIENCES. 2023. 529-553. DOI: 10.1016/j.ins.2022.12.092. IF: 8,1 Q1 D1
Barbudo R, Ventura S, Romero JR. Eight years of AutoML: categorisation, review and trends. KNOWLEDGE AND INFORMATION SYSTEMS. 2023. 5097-5149. DOI: 10.1007/s10115-023-01935-1. IF: 2,7 Q3 D
Cachi PG, Ventura S, Cios KJ. Improving Spiking Neural Network Performance with Auxiliary Learning. MACHINE LEARNING AND KNOWLEDGE EXTRACTION. 2023. 1010-1022. DOI: 10.3390/make5030052. IF: 3,9 Q2 D4
Reyes O, Pèrez E. Performing Cancer Diagnosis via an Isoform Expression Ranking-based LSTM Model. ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY. 2023. 1-21. DOI: 10.1145/3625237. IF: 5 Q2 D4
Pérez E, Reyes O. Performing Melanoma Diagnosis by an Effective Multi-view Convolutional Network Architecture. INTERNATIONAL JOURNAL OF COMPUTER VISION. 2023. 3094-3117. DOI: 10.1007/s11263-023-01848-0. IF: 19,5 Q1 D1
Perez E, Ventura S. Progressive growing of Generative Adversarial Networks for improving data augmentation and skin cancer diagnosis. ARTIFICIAL INTELLIGENCE IN MEDICINE. 2023. DOI: 10.1016/j.artmed.2023.102556. IF: 7,5 Q1 D2
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. 2023. 63-73. DOI: 10.1016/j.trsl.2022.07.005. IF: 7,8 Q1 D2
Publications in 2022
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
Publications in 2021
Quintero-Dominguez LA, Morell C, Ventura S. A propositionalization method of multi-relational data based on Grammar-Guided Genetic Programming. EXPERT SYSTEMS WITH APPLICATIONS. 202 168():-. 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. 2021. 37(4):1545-1570. 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. 2021. 23(2):-. 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. 2021. 67():-. 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. 2021. 175():-. 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. 2021. 13(19):-. DOI: 10.3390/cancers13194974. IF: 6,639 Q1 D3
Pinargote-Ortega M, Bowen-Mendoza L, Meza J, Ventura S. Peer assessment using soft computing techniques. JOURNAL OF COMPUTING IN HIGHER EDUCATION. 2021. 33(3):684-726. 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. 2021. 432():275-287. 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. 202 40(1):-. 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. 2021. 12():-. 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. 2021. 15():-. 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. 2021. 544():519-548. DOI: 10.1016/j.ins.2020.09.044.
IF: 6,795 Q1 D2
Publications in 2020
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. 2020. 108 ():- 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. 2020. 196 ():- 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. 2020. 188 ():- 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. 2020. 31 (7):2280-2293 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. 2020. 51 ():- 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. 2020. 10 (3):- 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. 2020. 8 ():200982-200994 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. 2020. 8 ():134782-134799 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. 2020. 57 (3):- 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. 2020. 193 ():- 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. INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS. 2020. 13 (1):576-590 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. 2020. 192 ():- 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. 2020. 143 ():3273-3293 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. 2020. 124 (2):973-991 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. 2020. 10 (1):- 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 . JOURNAL OF COMPUTING IN HIGHER EDUCATION. 2020. 32 (1):- DOI: 10.1007/s12528-019-09225-y
IF: 2,271 Q: 1
Publications in 2019
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. 81. 14-28. 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. 149. 382-395. 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. 9. 3. 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. 0. 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. 12. 2. 145-147. 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. 12. 1. 59-78. 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. 100. 3. 501-512. 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. 0. 841-846. 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. 8. 3. 375-387. DOI: 10.1007/s13748-019-00186-y.