{"id":"paper-cmc-2026-085769","type":"book","url":"https://diginpl.com/books/paper-cmc-2026-085769","language":"en","name":"Lightweight Attention CNN–BiLSTM Model with Contrastive Regularization and Explainable Time–Frequency Analysis for Bearing Fault Diagnosis","name_en":"Lightweight Attention CNN–BiLSTM Model with Contrastive Regularization and Explainable Time–Frequency Analysis for Bearing Fault Diagnosis","name_ne":null,"description":"Computers, Materials & Continua · Sherif Said, Emrah Aslan, Yıldırım Özüpak · 2026","headline":"Computers, Materials & Continua · Sherif Said, Emrah Aslan, Yıldırım Özüpak · 2026","also_known_as":[],"summary":"","summary_more":[],"facts":[{"key":"authors","label":"Author","values":[{"text":"Sherif Said"},{"text":"Emrah Aslan"},{"text":"Yıldırım Özüpak"}],"source":{"label":"Crossref","url":"https://doi.org/10.32604/cmc.2026.085769"}},{"key":"published","label":"Published","values":[{"text":"2026","date":"2026"}],"source":{"label":"Crossref","url":"https://doi.org/10.32604/cmc.2026.085769"}},{"key":"publisher","label":"Publisher","values":[{"text":"Tech Science Press"}],"source":{"label":"Crossref","url":"https://doi.org/10.32604/cmc.2026.085769"}},{"key":"journal","label":"Journal","values":[{"text":"Computers, Materials & Continua"}],"source":{"label":"Crossref","url":"https://doi.org/10.32604/cmc.2026.085769"}},{"key":"doi","label":"DOI","values":[{"text":"10.32604/cmc.2026.085769","url":"https://doi.org/10.32604/cmc.2026.085769"}],"source":{"label":"Crossref","url":"https://doi.org/10.32604/cmc.2026.085769"}}],"office":null,"sections":[],"cited":[],"cited_from":null,"videos":[],"last_reviewed":null,"organizations":[],"same_as":["https://doi.org/10.32604/cmc.2026.085769"],"faq":[{"q":"Who wrote Lightweight Attention CNN–BiLSTM Model with Contrastive Regularization and Explainable Time–Frequency Analysis for Bearing Fault Diagnosis?","a":"Lightweight Attention CNN–BiLSTM Model with Contrastive Regularization and Explainable Time–Frequency Analysis for Bearing Fault Diagnosis was written by Sherif Said, Emrah Aslan, Yıldırım Özüpak."},{"q":"When was Lightweight Attention CNN–BiLSTM Model with Contrastive Regularization and Explainable Time–Frequency Analysis for Bearing Fault Diagnosis first published?","a":"Lightweight Attention CNN–BiLSTM Model with Contrastive Regularization and Explainable Time–Frequency Analysis for Bearing Fault Diagnosis was first published in 2026."}],"related":[],"places_in":[],"nearby":[],"image":null,"sources":[{"label":"Publisher record (DOI, via Crossref)","url":"https://doi.org/10.32604/cmc.2026.085769","license":null}],"license":null,"attribution":"Open-access publication. Read it free at the publisher: https://doi.org/10.32604/cmc.2026.085769.","cite":"\"Lightweight Attention CNN–BiLSTM Model with Contrastive Regularization and Explainable Time–Frequency Analysis for Bearing Fault Diagnosis\". DigiNepal. Last updated 4 October 2026. https://diginpl.com/books/paper-cmc-2026-085769. Retrieved 9 November 2026.","date_modified":"2026-10-04T06:15:49Z","facts_checked":"2026-11-04","alternates":{"html":"https://diginpl.com/books/paper-cmc-2026-085769","en":"https://diginpl.com/books/paper-cmc-2026-085769","ne":null}}