Trabajos de Sebastian Ventura

Trabajos de Nombre

Computer Science

Listando 26 trabajos del autor/autora 38

Lista de trabajos en el área Computer Science

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Article An ensemble-based method for the selection of instances in the multi-target regression problem Reyes, Oscar; Fardoun, Habib M.; Ventura, Sebastian INTEGRATED COMPUTER-AIDED ENGINEERING 1069-2509 (2018) DOI / 10.3233/ica-180581

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Editorial Material Guest Editorial: Special Issue on Early Prediction and Supporting of Learning Performance Romero, Cristobal; Ventura, Sebastian IEEE TRANSACTIONS ON LEARNING TECHNOLOGIES 1939-1382 (2019) DOI / 10.1109/tlt.2019.2908106 Bronze

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Article Educational data science in massive open online courses Romero, Cristobal; Ventura, Sebastian WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY 1942-4787 (2017) DOI / 10.1002/widm.1187

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Review Evaluation and comparison of open source software suites for data mining and knowledge discovery Altalhi, Abdulrahman H.; Luna, J. M.; Vallejo, M. A.; Ventura, S. WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY 1942-4787 (2017) DOI / 10.1002/widm.1204

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Review An advanced review on text mining in medicine Luque, Carmen; Luna, Jose M.; Luque, Maria; Ventura, Sebastian WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY 1942-4787 (2019) DOI / 10.1002/widm.1302

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Article Interactive multi-objective evolutionary optimization of software architectures Ramirez, Aurora; Raul Romero, Jose; Ventura, Sebastian INFORMATION SCIENCES 0020-0255 (2018) DOI / 10.1016/j.ins.2018.06.034

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Article A survey of many-objective optimisation in search-based software engineering Ramirez, Aurora; Raul Romero, Jose; Ventura, Sebastian JOURNAL OF SYSTEMS AND SOFTWARE 0164-1212 (2019) DOI / 10.1016/j.jss.2018.12.015

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Review Educational data mining and learning analytics: An updated survey Romero, Cristobal; Ventura, Sebastian WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY 1942-4787 (2020) DOI / 10.1002/widm.1355

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Article A supervised machine learning-based methodology for analyzing dysregulation in splicing machinery: An application in cancer diagnosis Reyes, Oscar; Perez, Eduardo; Luque, Raul M.; Castano, Justo; Ventura, Sebastian ARTIFICIAL INTELLIGENCE IN MEDICINE 0933-3657 (2020) DOI / 10.1016/j.artmed.2020.101950

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Article Tweet Coupling: a social media methodology for clustering scientific publications Hassan, Saeed-Ul; Aljohani, Naif R.; Shabbir, Mudassir; Ali, Umair; Iqbal, Sehrish; Sarwar, Raheem; Martinez-Camara, Eugenio; Ventura, Sebastian; Herrera, Francisco SCIENTOMETRICS 0138-9130 (2020) DOI / 10.1007/s11192-020-03499-1

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Article Convolutional neural networks for the automatic diagnosis of melanoma: An extensive experimental study Perez, Eduardo; Reyes, Oscar; Ventura, Sebastian MEDICAL IMAGE ANALYSIS 1361-8415 (2021) DOI / 10.1016/j.media.2020.101858

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Article CRBA: A Competitive Rate-Based Algorithm Based on Competitive Spiking Neural Networks Cachi, Paolo G.; Ventura, Sebastian; Cios, Krzysztof J. FRONTIERS IN COMPUTATIONAL NEUROSCIENCE (2021) DOI / 10.3389/fncom.2021.627567 Gold DOAJ, Green published

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Article Auto-adaptive Grammar-Guided Genetic Programming algorithm to build Ensembles of Multi-Label Classifiers Moyano, Jose M.; Ventura, Sebastian INFORMATION FUSION 1566-2535 (2021) DOI / 10.1016/j.inffus.2021.07.005 Hybrid

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Article Exceptional in so Many Ways-Discovering Descriptors That Display Exceptional Behavior on Contrasting Scenarios Luna, Jose Maria; Pechenizkiy, Mykola; Duivesteijn, Wouter; Ventura, Sebastian IEEE ACCESS 2169-3536 (2020) DOI / 10.1109/access.2020.3034885 Gold

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Article Virtual learning environment to predict withdrawal by leveraging deep learning Saeed-Ul Hassan; Waheed, Hajra; Aljohani, Naif R.; Ali, Mohsen; Ventura, Sebastian; Herrera, Francisco INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 0884-8173 (2019) DOI / 10.1002/int.22129