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2025	PreLect: Prevalence leveraged consistent feature selection decodes microbial signatures across cohorts npj Biofilms and Microbiomes Yin-Cheng Chen, Yin-Yuan Su, Tzu-Yu Chu, Ming-Fong Wu, Chieh-Chun Huang, Chen-Ching Lin
2025	Smart Innovation, Systems and Technologies Gennaro Mellone, Emanuel Di Nardo, Ciro Giuseppe De Vita, Raffaele Montella, Pietro Patrizio Ciro Aucelli, Angelo Ciaramella
2025	Communications in Computer and Information Science Marek Pawlicki, Aleksandra Pawlicka, Sebastian Szelest, Rafał Kozik, Michał Choraś
2025	A Dual SVM Approach to Noisy Labels Relabeling Journal of the Operations Research Society of China Ali Sahleh, Maziar Salahi, Sadegh Eskandari
2024	On the interpretability of fuzzy knowledge base systems PeerJ Computer Science Francesco Camastra, Angelo Ciaramella, Giuseppe Salvi, Salvatore Sposato, Antonino Staiano
2024	Class-specific feature selection for enhancing explainability in ensemble classification models International Journal of Data Science and Analytics Jesús S. Aguilar-Ruiz
2023	A class-specific feature selection and classification approach using neighborhood rough set and K-nearest neighbor theories Applied Soft Computing M.A.N.D. Sewwandi, Yuefeng Li, Jinglan Zhang
2023	On the Relationship between Feature Selection Metrics and Accuracy Entropy Elise Epstein, Naren Nallapareddy, Soumya Ray
2023	A new biomarker panel of ultraconserved long non-coding RNAs for bladder cancer prognosis by a machine learning based methodology BMC Bioinformatics Angelo Ciaramella, Emanuel Di Nardo, Daniela Terracciano, Lia Conte, Ferdinando Febbraio, Amelia Cimmino
2023	Multi-class nonparallel support vector machine Progress in Artificial Intelligence Ali Sahleh, Maziar Salahi, Sadegh Eskandari
2022	Gene Selection in Binary Classification Problems Within Functional Genomics Experiments via Robust Fisher Score IEEE Access Muhammad Hamraz, Zardad Khan, Dost Muhammad Khan, Naz Gul, Amjad Ali, Saeed Aldahmani
2022	Lecture Notes in Computer Science Suchismita Das, Nikhil R. Pal
2022	A framework for feature selection through boosting Expert Systems with Applications Ahmad Alsahaf, Nicolai Petkov, Vikram Shenoy, George Azzopardi
2022	SABMIS: sparse approximation based blind multi-image steganography scheme PeerJ Computer Science Rohit Agrawal, Kapil Ahuja, Marc C. Steinbach, Thomas Wick
2021	Robust proportional overlapping analysis for feature selection in binary classification within functional genomic experiments PeerJ Computer Science Muhammad Hamraz, Naz Gul, Mushtaq Raza, Dost Muhammad Khan, Umair Khalil, Seema Zubair, Zardad Khan
2021	Feature selection using bare-bones particle swarm optimization with mutual information Pattern Recognition Xian-fang Song, Yong Zhang, Dun-wei Gong, Xiao-yan Sun
2020	Data integration by fuzzy similarity-based hierarchical clustering BMC Bioinformatics Angelo Ciaramella, Davide Nardone, Antonino Staiano
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