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| 1 | Unsupervised Electric Motor Fault Detection by Using Deep Autoencoders显示文摘Fault diagnosis of electric motors is a fundamental task for production line testing, and it is usually performed by experienced human operators. In the recent years, several methods have been proposed in the literature for detecting faults automatically. Deep neural networks have been successfully employed for this task, but, up to the authors' knowledge, they have never been used in an unsupervised scenario. This paper proposes an unsupervised method for diagnosing faults of electric motors by using a novelty detection approach based on deep autoencoders. In the proposed method, vibration signals are acquired by using accelerometers and processed to extract LogMel coefficients as features. Autoencoders are trained by using normal data only, i.e., data that do not contain faults. Three different autoencoders architectures have been evaluated: the multilayer perceptron(MLP) autoencoder, the convolutional neural network autoencoder, and the recurrent autoencoder composed of long short-term memory(LSTM) units. The experiments have been conducted by using a dataset created by the authors, and the proposed approaches have been compared to the one-class support vector machine(OC-SVM) algorithm. The performance has been evaluated in terms area under curve(AUC) of the receiver operating characteristic curve, and the results showed that all the autoencoder-based approaches outperform the OCSVM algorithm. Moreover, the MLP autoencoder is the most performing architecture, achieving an AUC equal to 99.11 %. | Emanuele Principi Damiano Rossetti Stefano Squartini Francesco Piazza | 2019 | IEEE/CAA Journal of Automatica Sinica2019，6，2： | 10 |
| 2 | A rapid and sensitive 384-microtiter wells format chemiluminescent enzyme immunoassay for clenbuterol显示文摘 | Aldo Roda Anna Chiara Manetta Francesco Piazza | 2000 | Talanta2000，52，： | 1 |
| 3 | Separation techniques for bile salts analysis 显示文摘 | Aldo Roda Francesco Piazza Mario Baraldini | 1998 | Journal of Chromatog-raphy B1998，717，： | 1 |
| 4 | Therapeutic targeting of innate immunity with Toll-like receptor 4 (TLR4) antagonists显示文摘 | Francesco Peri Matteo Piazza | 2011 | Biotechnology Advances2011，，1： | 1 |
| 5 | Arapid and sensitive 384 - microtiter wells formatschemiluminescent enzyme immunoassay for clenbuterol 显示文摘 | Aldo Roda Anna Chiara Marietta Francesco Piazza | 2000 | Talanta2000，52，： | 1 |
| 6 | A rapid and sensitive 384-microtiter wells format chemiluminescent enzyme immunoassay for clenbuterol显示文摘 | A ldo Roda Anna Chiara Manetta Francesco Piazza | 2000 | Talanta2000，52，： | 1 |
| 7 | Revealing the atomic structure of the buffer layer between SiC(0001) and epitaxial graphene显示文摘 | Sarah Goler Camilla Coletti Vincenzo Piazza Pasqualantonio Pingue Francesco Colangelo Vittorio Pellegrini Konstantin V. Emtsev Stiven Forti Ulrich Starke Fabio Beltram Stefan Heun | 2013 | Carbon2013，，： | 1 |
| 8 | The theory of APL 显示文摘 | Francesco Piazza Carmela Gurrieri Pier Paolo Pandolfi | 2001 | Oncogene2001，20，： | 1 |
| 9 | Large thermal biasing of individual gated nanostructures显示文摘 | Stefano Roddaro Daniele Ercolani Mian Akif Safeen Francesco Rossella Vincenzo Piazza Francesco Giazotto Lucia Sorba Fabio Beltram | 2014 | Nano Research2014，7，4： | 1 |
| 10 | From advanced diagnosis to advanced resection in early neoplastic colorectal lesions:Never-ending and trending topics in the 2020s显示文摘Colonoscopy represents the most widespread and effective tool for the prevention and treatment of early stage preneoplastic and neoplastic lesions in the panorama of cancer screening.In the world there are different approaches to the topic of colorectal cancer prevention and screening:different starting ages(45-50 years);different initial screening tools such as fecal occult blood with immunohistochemical or immune-enzymatic tests;recto-sigmoidoscopy;and colonoscopy.The key aspects of this scenario are composed of a proper bowel preparation that ensures a valid diagnostic examination,experienced endoscopist in detection of preneoplastic and early neoplastic lesions and open-minded to upcoming artificial intelligence-aided examination,knowledge in the field of resection of these lesions(from cold-snaring,through endoscopic mucosal resection and endoscopic submucosal dissection,up to advanced tools),and management of complications. | Francesco Auriemma Sandro Sferrazza Mario Bianchetti Maria Flavia Savarese Laura Lamonaca Danilo Paduano Nicole Piazza Enrica Giuffrida Lupe Sanchez Mete Alessandra Tucci Sebastian Manuel Milluzzo Chiara Iannelli Alessandro Repici Benedetto Mangiavillano | 2022 | World Journal of Gastrointestinal Surgery2022，14，7： | 0 |
| 11 | Neuroscientific Evidence in the Strategic Exploit of the Disabled as a Fighter in the Islamic State显示文摘In this paper we aim to address,through an innovative neuroscientific view,a significant recruitment strategy implemented by ISIS targeting individuals with disabilities.The use of strategies that reinforce empathy and the encouragement of the belief that one is capable of achieving a given goal,are strategically effective messages in terms of recruitment.Self-efficacy,which is the set of beliefs the individual holds about his or her own abilities,is another tool used to effectively recruit someone with a disability.The use of media messages also reinforces the“know how”and the feeling of“being”,that is,recognizing oneself in rewarding values.In analyzing the Entertainment-Education method,we identified some elements of persuasive storytelling that even in people with disabilities has led to success in terms of recruitment.An innovative multidisciplinary contrast activity with the contribution of neuroscience may therefore be effective in identifying behaviors and recruitment strategies that are effective with people with disabilities. | Franco Posa Jessica Leone Valeria Rondinelli Francesco Sclavi Stefano Piazza Franco Iacch | 2022 | Journal of Sociology Study2022，12，1： | 0 |
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