
ROCÍO
ALAIZ RODRÍGUEZ
Profesor Titular de Universidad
Publications (61)
2022
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Detecting malware using text documents extracted from spam email through machine learning
DocEng 2022 - Proceedings of the 2022 ACM Symposium on Document Engineering
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RankSum—An unsupervised extractive text summarization based on rank fusion
Expert Systems with Applications, Vol. 200
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Phishing websites detection using a novel multipurpose dataset and web technologies features
Expert Systems with Applications, Vol. 207
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A review of spam email detection: analysis of spammer strategies and the dataset shift problem
Artificial Intelligence Review
2021
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Trustworthiness of spam email addresses using machine learning
DocEng 2021 - Proceedings of the 2021 ACM Symposium on Document Engineering
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Evaluation of feature selection techniques for breast cancer risk prediction
International Journal of Environmental Research and Public Health, Vol. 18, Núm. 20
2020
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File name classification approach to identify child sexual abuse
ICPRAM 2020 - Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods
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Rectification and super-resolution enhancements for forensic text recognition
Sensors (Switzerland), Vol. 20, Núm. 20, pp. 1-17
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Machine learning techniques for the detection of inappropriate erotic content in text
International Journal of Computational Intelligence Systems, Vol. 13, Núm. 1, pp. 591-603
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Assessment and estimation of face detection performance based on deep learning for forensic applications
Sensors (Switzerland), Vol. 20, Núm. 16, pp. 1-21
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An information theoretic approach to quantify the stability of feature selection and ranking algorithms
Knowledge-Based Systems, Vol. 195
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A Machine Learning Approach for Lamb Meat Quality Assessment Using FTIR Spectra
IEEE Access, Vol. 8, pp. 52385-52394
2019
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Use of Natural Language Processing to Identify Inappropriate Content in Text
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Use of Natural Language Processing to Identify Inappropriate Content in Text
Hybrid Artificial Intelligent Systems. 14th International Conference, HAIS 2019: León, Spain, September 4–6, 2019. Proceedings
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A comparative study on feature selection for a risk prediction model for colorectal cancer
Computer Methods and Programs in Biomedicine, Vol. 177, pp. 219-229
2018
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Assessing feature selection techniques for a colorectal cancer prediction model
Advances in Intelligent Systems and Computing
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Tool wear monitoring using an online, automatic and low cost system based on local texture
Mechanical Systems and Signal Processing, Vol. 112, pp. 98-112
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Conformation characteristics of suckling lambs carcasses from the Spanish local breeds Churra and Castellana and the non-native breed Assaf determined using digital photographs
Small Ruminant Research, Vol. 160, pp. 89-94
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Combining shape and contour features to improve tool wear monitoring in milling processes
International Journal of Production Research, Vol. 56, Núm. 11, pp. 3901-3913
2017
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A computer vision approach to analyze and classify tool wear level in milling processes using shape descriptors and machine learning techniques
International Journal of Advanced Manufacturing Technology, Vol. 90, Núm. 5-8, pp. 1947-1961