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OA期刊


刊名Machine Learning and Knowledge Extraction
出版商MDPI AG
urlhttp://www.mdpi.com/journal/make
机构MDPI AG



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2022, vol.4, no.1 2022, vol.4, no.2 2022, vol.4, no.3 2022, vol.4, no.4

题名作者出版年年卷期
An Explainable Deep Learning Framework for Detecting and Localising Smoke and Fire Incidents: Evaluation of Grad-CAM++ and LIMEIoannis D. Apostolopoulos;Ifigeneia Athanasoula;Mpesi Tzani;Peter P. Groumpos;20222022, vol.4, no.4
Lottery Ticket Structured Node Pruning for Tabular DatasetsRyan Bluteau;Robin Gras;Zachary Innes;Mitchel Paulin;20222022, vol.4, no.4
FeaSel-Net: A Recursive Feature Selection Callback in Neural NetworksFelix Fischer;Alexander Birk;Peter Somers;Karsten Frenner;Cristina Tarín;Alois Herkommer;20222022, vol.4, no.4
Semantic Interactive Learning for Text Classification: A Constructive Approach for Contextual InteractionsSebastian Kiefer;Mareike Hoffmann;Ute Schmid;20222022, vol.4, no.4
Evidence-Based Regularization for Neural NetworksGiuseppe Nuti;Andreea-Ingrid Cross;Philipp Rindler;20222022, vol.4, no.4
A Morphological Post-Processing Approach for Overlapped Segmentation of Bacterial Cell ImagesDilanga Abeyrathna;Shailabh Rauniyar;Rajesh K. Sani;Pei-Chi Huang;20222022, vol.4, no.4
On the Dimensionality and Utility of Convolutional Autoencoder’s Latent Space Trained with Topology-Preserving Spectral EEG Head-MapsArjun Vinayak Chikkankod;Luca Longo;20222022, vol.4, no.4
A New Rough Set Classifier for Numerical Data Based on Reflexive and Antisymmetric RelationsYoshie Ishii;Koki Iwao;Tsuguki Kinoshita;20222022, vol.4, no.4
SGD-Based Cascade Scheme for Higher Degrees Wiener Polynomial Approximation of Large Biomedical DatasetsIvan Izonin;Roman Tkachenko;Rostyslav Holoven;Kyrylo Yemets;Myroslav Havryliuk;Shishir Kumar Shandilya;20222022, vol.4, no.4
Ontology Completion with Graph-Based Machine Learning: A Comprehensive EvaluationSebastian Mežnar;Matej Bevec;Nada Lavrač;Blaž Škrlj;20222022, vol.4, no.4
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