GC25 Extracción de conocimiento y sistemas inteligentes en biomedicina

Autores/as: 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

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

Revista: JOURNAL OF TRANSLATIONAL MEDICINE

DOI: 10.1186/s12967-023-04754-8

IF: 7,4

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

Autores/as: Porras JM, Lara JA, Romero C, Ventura S

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

Revista: ALGORITHMS

DOI: 10.3390/a16120554

IF: 2,3

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

Autores/as: Trasierras AM, Luna JM, Ventura S

Título: A contrast set mining based approach for cancer subtype analysis

Revista: ARTIFICIAL INTELLIGENCE IN MEDICINE

DOI: 10.1016/j.artmed.2023.102590

IF: 7,5

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

Autores/as: Perez E, Ventura S

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

Revista: KNOWLEDGE-BASED SYSTEMS

DOI: 10.1016/j.knosys.2022.110157

IF: 8,8

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

Autores/as: Ordonez-Avila R, Reyes NS, Meza J, Ventura S

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

Revista: HELIYON

DOI: 10.1016/j.heliyon.2023.e13939

IF: 4

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

Autores/as: Luna JM, Kiran RU, Fournier-Viger P, Ventura S

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

Revista: INFORMATION SCIENCES

DOI: 10.1016/j.ins.2022.12.092

IF: 8,1

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

Autores/as: Barbudo R, Ventura S, Romero JR

Título: Eight years of AutoML: categorisation, review and trends

Revista: KNOWLEDGE AND INFORMATION SYSTEMS

DOI: 10.1007/s10115-023-01935-1

IF: 2,7

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

Autores/as: Cachi PG, Ventura S, Cios KJ

Título: Improving Spiking Neural Network Performance with Auxiliary Learning

Revista: MACHINE LEARNING AND KNOWLEDGE EXTRACTION

DOI: 10.3390/make5030052

IF: 3,9

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

Autores/as: Reyes O, Pèrez E

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

Revista: ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

DOI: 10.1145/3625237

IF: 5

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

Autores/as: Pérez E, Reyes O

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

Revista: INTERNATIONAL JOURNAL OF COMPUTER VISION

DOI: 10.1007/s11263-023-01848-0

IF: 19,5

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

Autores/as: Perez E, Ventura S

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

Revista: ARTIFICIAL INTELLIGENCE IN MEDICINE

DOI: 10.1016/j.artmed.2023.102556

IF: 7,5

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

Autores/as: 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

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

Revista: TRANSLATIONAL RESEARCH

DOI: 10.1016/j.trsl.2022.07.005

IF: 7,8

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

Autores/as: Yacoub MF, Maghawry HA, Helal NA, Ventura S, Gharib TF

Título: INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS

Revista: 2022

DOI: 10.14569/IJACSA.2022.01304101

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

Autores/as: Perez E, Ventura S

Título: NEURAL COMPUTING & APPLICATIONS

Revista: 2022

DOI: 10.1007/s00521-021-06655-7

Perez E, Ventura S. NEURAL COMPUTING & APPLICATIONS. 2022. DOI: 10.1007/s00521-021-06655-7

Autores/as: Moyano JM, Ventura S

Título: INFORMATION FUSION

Revista: 2022

DOI: 10.1016/j.inffus.2021.07.005

Moyano JM, Ventura S. INFORMATION FUSION. 2022. DOI: 10.1016/j.inffus.2021.07.005

Autores/as: Al-Twijri MI, Luna JM, Herrera F, Ventura S

Título: COGNITIVE COMPUTATION

Revista: 2022

DOI: 10.1007/s12559-022-10015-5

Al-Twijri MI, Luna JM, Herrera F, Ventura S. COGNITIVE COMPUTATION. 2022. DOI: 10.1007/s12559-022-10015-5

Autores/as: Esteban A, Zafra A, Ventura S

Título: WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY

Revista: 2022

DOI: 10.1002/widm.1471

Esteban A, Zafra A, Ventura S. WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY. 2022. DOI: 10.1002/widm.1471

Autores/as: Bowen-Mendoza L, Pinargote-Ortega M, Meza J, Ventura S

Título: JOURNAL OF COMPUTING IN HIGHER EDUCATION

Revista: 2022

DOI: 10.1007/s12528-021-09297-9

Bowen-Mendoza L, Pinargote-Ortega M, Meza J, Ventura S. JOURNAL OF COMPUTING IN HIGHER EDUCATION. 2022. DOI: 10.1007/s12528-021-09297-9

Autores/as: Barron MA, Luna JM, Ventura S

Título: IEEE ACCESS

Revista: 2022

DOI: 10.1109/ACCESS.2022.3225435

Barron MA, Luna JM, Ventura S. IEEE ACCESS. 2022. DOI: 10.1109/ACCESS.2022.3225435

Autores/as: Trasierras AM, Luna JM, Ventura S

Título: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

Revista: 2022

DOI: 10.1002/int.22503

Trasierras AM, Luna JM, Ventura S. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS. 2022. DOI: 10.1002/int.22503

Autores/as: Maqsood R, Ceravolo P, Romero C, Ventura S

Título: KNOWLEDGE AND INFORMATION SYSTEMS

Revista: 2022

DOI: 10.1007/s10115-022-01674-9

Maqsood R, Ceravolo P, Romero C, Ventura S. KNOWLEDGE AND INFORMATION SYSTEMS. 2022. DOI: 10.1007/s10115-022-01674-9

Autores/as: Moyano JM, Luna JM, Ventura S

Título: IEEE ACCESS

Revista: 2022

DOI: 10.1109/ACCESS.2022.3192642

Moyano JM, Luna JM, Ventura S. IEEE ACCESS. 2022. DOI: 10.1109/ACCESS.2022.3192642

Autores/as: Luna JM, Fardoun HM, Padillo F, Romero C, Ventura S

Título: INTERACTIVE LEARNING ENVIRONMENTS

Revista: 2022

DOI: 10.1080/10494820.2019.1643742

Luna JM, Fardoun HM, Padillo F, Romero C, Ventura S. INTERACTIVE LEARNING ENVIRONMENTS. 2022. DOI: 10.1080/10494820.2019.1643742

Autores/as: Quintero-Dominguez LA, Morell C, Ventura S

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

Revista: EXPERT SYSTEMS WITH APPLICATIONS

DOI: 10.1016/j.eswa.2020.114263

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.

Autores/as: IF: 6,954 Q1 D1

IF: 6,954

IF: 6,954 Q1 D1

Autores/as: Luque C, Luna JM, Ventura S

Título: A semantically enriched text mining system for clinical decision support

Revista: COMPUTATIONAL INTELLIGENCE

DOI: 10.1111/coin.1232

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

Autores/as: IF: 2,33 Q3

IF: 2,33

IF: 2,33 Q3

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

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

Revista: JOURNAL OF MEDICAL INTERNET RESEARCH

DOI: 10.2196/18766

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.

Autores/as: IF: 5,428 Q1 D1

IF: 5,428

IF: 5,428 Q1 D1

Autores/as: Perez E, Reyes O, Ventura S

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

Revista: MEDICAL IMAGE ANALYSIS

DOI: 10.1016/j.media.2020.101858

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.

Autores/as: IF: 8,545 Q1 D1

IF: 8,545

IF: 8,545 Q1 D1

Autores/as: Barbudo R, Ramirez A, Servant F, Romero JR

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

Revista: JOURNAL OF SYSTEMS AND SOFTWARE

DOI: 10.1016/j.jss.2021.110919

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.

Autores/as: IF: 2,829 Q1 D3

IF: 2,829

IF: 2,829 Q1 D3

Autores/as: Perez E, Ventura S

Título: Melanoma Recognition by Fusing Convolutional Blocks and Dynamic Routing between Capsules

Revista: CANCERS

DOI: 10.3390/cancers13194974

IF: 6,639

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

Autores/as: Pinargote-Ortega M, Bowen-Mendoza L, Meza J, Ventura S

Título: Peer assessment using soft computing techniques

Revista: JOURNAL OF COMPUTING IN HIGHER EDUCATION

DOI: 10.1007/s12528-021-09296-w

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.

Autores/as: IF: 2,627 Q2 D5

IF: 2,627

IF: 2,627 Q2 D5

Autores/as: Moyano JM, Reyes O, Fardoun HM, Ventura S

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

Revista: NEUROCOMPUTING

DOI: 10.1016/j.neucom.2020.12.060

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.

Autores/as: IF: 5,719 Q1 D3

IF: 5,719

IF: 5,719 Q1 D3

Autores/as: 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

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

Revista: JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH

DOI: 10.1186/s13046-021-02153-9

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.

Autores/as: IF: 11,161 Q1 D1

IF: 11,161

IF: 11,161 Q1 D1

Autores/as: 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

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

Revista: FRONTIERS IN IMMUNOLOGY

DOI: 10.3389/fimmu.2021.63166

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

Autores/as: IF: 7,561 Q1 D2

IF: 7,561

IF: 7,561 Q1 D2

Autores/as: Autores, Cachi PG, Ventura S, Cios KJ

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

Revista: FRONTIERS IN COMPUTATIONAL NEUROSCIENCE

DOI: 10.3389/fncom.2021.627567

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.

Autores/as: IF: 2,38 Q2 D5

IF: 2,38

IF: 2,38 Q2 D5

Autores/as: Fournier-Viger P, Yang P, Kiran RU, Ventura S, Luna JM

Título: Mining local periodic patterns in a discrete sequence

Revista: INFORMATION SCIENCES

DOI: 10.1016/j.ins.2020.09.044

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.

Autores/as: IF: 6,795 Q1 D2

IF: 6,795

IF: 6,795 Q1 D2

Autores/as: Reyes O, Perez E, Luque RM, Castano J, Ventura S

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

Revista: ARTIFICIAL INTELLIGENCE IN MEDICINE

DOI: 10.1016/j.artmed.2020.101950

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

Autores/as: IF: 4,383 Q: 1

IF: 4,383

IF: 4,383 Q: 1

Autores/as: Moyano JM, Gibaja EL, Cios KJ, Ventura S

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

Revista: KNOWLEDGE-BASED SYSTEMS

DOI: 10.1016/j.knosys.2020.105770

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

Autores/as: IF: 5,921 Q: 1

IF: 5,921

IF: 5,921 Q: 1

Autores/as: Gonzalez-Lopez J, Ventura S, Cano A

Título: Distributed multi-label feature selection using individual mutual information measures

Revista: KNOWLEDGE-BASED SYSTEMS

DOI: 10.1016/j.knosys.2019.105052

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

Autores/as: IF: 5,921 Q: 1

IF: 5,921

IF: 5,921 Q: 1

Autores/as: Gonzalez-Lopez J, Ventura S, Cano A

Título: Distributed Selection of Continuous Features in Multilabel Classification Using Mutual Information

Revista: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

DOI: 10.1109/TNNLS.2019.2944298

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

Autores/as: IF: 8,793 Q: 1 D: 1

IF: 8,793

IF: 8,793 Q: 1 D: 1

Autores/as: 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

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

Revista: EBIOMEDICINE

DOI: 10.1016/j.ebiom.2019.11.008

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

Autores/as: IF: 5,736 Q: 1

IF: 5,736

IF: 5,736 Q: 1

Autores/as: Romero C, Ventura S

Título: Educational data mining and learning analytics: An updated survey

Revista: WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY

DOI: 10.1002/widm.1355

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

Autores/as: IF: 4,476 Q: 1

IF: 4,476

IF: 4,476 Q: 1

Autores/as: Luna JM, Pechenizkiy M, Duivesteijn W, Ventura S

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

Revista: IEEE ACCESS

DOI: 10.1109/ACCESS.2020.3034885

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

Autores/as: IF: 3,745 Q: 1

IF: 3,745

IF: 3,745 Q: 1

Autores/as: Luna JM, Fournier-Viger P, Ventura S

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

Revista: IEEE ACCESS

DOI: 10.1109/ACCESS.2020.3010852

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

Autores/as: IF: 3,745 Q: 1

IF: 3,745

IF: 3,745 Q: 1

Autores/as: Delgado-Osuna JA, Garcia-Martinez C, Gomez-Barbadillo J, Ventura S

Título: Heuristics for interesting class association rule mining a colorectal cancer database

Revista: INFORMATION PROCESSING & MANAGEMENT

DOI: 10.1016/j.ipm.2020.102207

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

Autores/as: IF: 4,787 Q: 1 D: 1

IF: 4,787

IF: 4,787 Q: 1 D: 1

Autores/as: Padillo F, Luna JM, Ventura S

Título: LAC: Library for associative classification

Revista: KNOWLEDGE-BASED SYSTEMS

DOI: 10.1016/j.knosys.2019.105432

Padillo F, Luna JM, Ventura S. LAC: Library for associative classification. KNOWLEDGE-BASED SYSTEMS. 2020. 193 ():- DOI: 10.1016/j.knosys.2019.105432

Autores/as: IF: 5,921 Q: 1

IF: 5,921

IF: 5,921 Q: 1

Autores/as: Garcia-Martinez C, Ventura S

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

Revista: Lessons Learnt

DOI: 10.2991/ijcis.d.200511.002

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

Autores/as: IF: 1,838 Q: 3

IF: 1,838

IF: 1,838 Q: 3

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

Título: Predicting literature's early impact with sentiment analysis in Twitter

Revista: KNOWLEDGE-BASED SYSTEMS

DOI: 10.1016/j.knosys.2019.105383

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

Autores/as: IF: 5,921 Q: 1

IF: 5,921

IF: 5,921 Q: 1

Autores/as: 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

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

Revista: BRAIN

DOI: 10.1093/brain/awaa273

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

Autores/as: IF: 11,337 Q: 1 D: 1

IF: 11,337

IF: 11,337 Q: 1 D: 1

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

Título: Tweet Coupling: a social media methodology for clustering scientific publications

Revista: SCIENTOMETRICS

DOI: 10.1007/s11192-020-03499-1

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

Autores/as: IF: 2,867 Q: 1

IF: 2,867

IF: 2,867 Q: 1

Autores/as: Lopez-Zambrano, J; Lara, JA; Romero, C

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

Revista: APPLIED SCIENCES-BASEL

DOI: 10.3390/app10010354

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

Autores/as: IF: 2,474 Q: 2

IF: 2,474

IF: 2,474 Q: 2

Autores/as: Cerezo, R; Bogarin, A; Esteban, M; Romero, C

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

Revista: Journal of Computing in Higher Education

DOI: 10.1007/s12528-019-09225-y

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

Autores/as: IF: 2,271 Q: 1

IF: 2,271

IF: 2,271 Q: 1

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

Título: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Revista: 2019

DOI: 10.1016/j.engappai.2019.02.003

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.

Autores/as: IF: 3,526 Q: 1

IF: 3,526

IF: 3,526 Q: 1

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

Título: JOURNAL OF SYSTEMS AND SOFTWARE

Revista: 2019

DOI: 10.1016/j.jss.2018.12.015

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.

Autores/as: IF: 2,559 Q: 1

IF: 2,559

IF: 2,559 Q: 1

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

Título: WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY

Revista: 2019

DOI: 10.1002/widm.1302

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.

Autores/as: IF: 2,541 Q: 1

IF: 2,541

IF: 2,541 Q: 1

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

Título: WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY

Revista: 2019

DOI: 10.1002/widm.1329

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.

Autores/as: IF: 2,541 Q: 1

IF: 2,541

IF: 2,541 Q: 1

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

Título: IEEE TRANSACTIONS ON LEARNING TECHNOLOGIES

Revista: 2019

DOI: 10.1109/TLT.2019.2908106

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.

Autores/as: IF: 2,315 Q: 1

IF: 2,315

IF: 2,315 Q: 1

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

Título: INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS

Revista: 2019

DOI: 10.2991/ijcis.2018.25905182

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.

Autores/as: IF: 2,153 Q: 3

IF: 2,153

IF: 2,153 Q: 3

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

Título: ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING

Revista: 2019

DOI: 10.1007/s10470-019-01446-6

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.

Autores/as: IF: 0,823 Q: 4

IF: 0,823

IF: 0,823 Q: 4

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

Título: PROCEEDINGS OF 2019 IEEE GLOBAL ENGINEERING EDUCATION CONFERENCE (EDUCON)

Revista: 2019

DOI: 10.13140/RG.2.2.30967.68007

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.

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

Título: PROGRESS IN ARTIFICIAL INTELLIGENCE

Revista: 2019

DOI: 10.1007/s13748-019-00186-y

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.