Review of image classification based on deep learning by Fu SU, Qin LV, Renze LUO

“…In recent years,deep learning performed superior in the field of computer vision to traditional machine learning technology.Indeed,image classification issue drew great attention as a prominent research topic.For traditional image classification method,huge volume of image data was of difficulty to process and the requirements for the operation accuracy and speed of image classification could not be met.However,deep learning-based image classification method broke through the bottleneck and became the mainstream method to finish these classification tasks.The research significance and current development status of image classification was introduced in detail.Also,besides the structure,advantages and limitations of the convolutional neural networks,the most important deep learning methods,such as auto-encoders,deep belief networks and deep Boltzmann machines image classification were concretely analyzed.Furthermore,the differences and performance on common datasets of these methods were compared and analyzed.In the end,the shortcomings of deep learning methods in the field of image classification and the possible future research directions were discussed.…”
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Looking for the Terra di u Cumunu. Genesis, Evolutions and Perspectives of the Collective Lands of the Corsican Mountain by Gilles Guerrini

“…According to the thesis of this article, it is, on the contrary, currently that they are legally recognized. Indeed, the agreements of delimitation of forests between the state and the municipalities, known as the Blondel Transactions of 1852, lead to the legalization of indivision between each inhabitant of a community on wooded areas. …”
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D’un citoyen à l’autre : les premières constitutions de Haïti et de Cuba by Sylvie Bouffartigue

“…The question of the access to the citizenship settled in a problematic way at the time of the drafting of their first respective constitution, even in contexts very different which will fall to us to specify. Indeed when breaking with the slave colonial model, it was necessary to settle, either a creole nation had to position on ethnic criteria or not. …”
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Komunikacja niewerbalna a tłumaczenie symultaniczne: aspekt empiryczny by Konrad Rachut

“…Having established that kinesics and prosody indeed can have a positive impact on understanding one’s message, he conducts an experiment in which he compares the quality of the interpretations performed by MA students of English and Russian philology divided into audio and audio-visual groups in the case of English-Polish and Russian-Polish simultaneous interpreting. …”
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„Das wäre doch ich !“ Autorinszenierung am Beispiel von Marlene Streeruwitz und Thomas Brussig by Alessandra Goggio

“…On the basis of a few examples from the texts, the paper will show how the two novels indeed enact two distinct forms of self-staging, both presenting a fictional Doppelgänger of the writer and reflecting, more critically, on the way she or he are perceived as authors of literary works. …”
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Quels territoires pertinents pour écologiser les industries qui misent sur le renouvelable ? by Gabrielle Bouleau, Caitríona Carter, Arnaud Sergent, Yann Fournis

“…This has not, however, protected them from criticism on grounds of sustainability. Indeed, the government of these industries has come under attack, with opponents saying that industry actors have failed to address critical interdependencies necessary for sustainability to be achieved, including territorial ones. …”
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Entre spreadability et brevitas : une analyse pragmatique et énonciative des mèmes internet by Stefano Vicari

“….), which favour their widespread circulation and dissemination in socio-numerical networks. Indeed, the thesis is that this resemblance, or at least comparability with brief forms, constitutes one of the reasons for the high degree of spreadability (Jenkins et al. 2013) of these technodiscursive objects (Paveau 2017) in online platforms. …”
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New Types of Almost Countable Dense Homogeneous Space by Abdalla Tallafha, Ahmed Al-Rawashdeh

“…Afterward Bsoul, Fora, and Tallafha gave another proof for the same result, also they defined the almost CDH spaces and almost T1, T0 spaces, indeed they prove that every ACDH space is an almost T1 space. …”
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Covid-19 in Wales: “One Team Wales” and/versus “Team UK”? by Stéphanie Bory

“…There is no doubt that the Covid-19 pandemic, affecting the UK and the rest of the world since March 2020, put the Welsh Government, especially Mark Drakeford, the First Minister, in the limelight, not just in Wales, but all over the UK. Indeed, health being a devolved matter, some Welsh people came to realise they had a parliament and government able to devise a made-in-Wales policy. …”
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Back to Analog. Printing Digital Editions for Data Quality. by Maxim Kupreyev

“…This article discusses the challenges of printing TEI XML data sets, and highlights a useful diagnostic value of PDF export for data quality. PDF output, indeed, renders only a part of the encoded information, but it can expose problems pertaining to the semantic accuracy and consistency, syntactic compliance, and completeness of the data. …”
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Répression et résurgence du judaïsme dans Daniel Deronda : les voies de la masculinité sont-elles impénétrables ? by Gilbert Pham-Thanh

“…The text goes on to fathom the alternative openings that resurgent Judaism offers to rejuvenate the dominant males of the Christian community. Indeed, it is when the hero learns about his true Jewish identity that all the scattered elements of his literary existence fall into place — he now unerringly senses that he must embark on a Zionist expedition to the East after marrying Mirah, a Jewess he met. …”
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“Don’t Touch Your Face!” The Contribution of Habit Reversal in the COVID-19 Pandemic by Simone Varrasi, Sabrina Castellano, Giuseppe Alessio Platania, Claudia Savia Guerrera, Pasquale Caponnetto, Concetta Pirrone

“…Touching one's nose, mouth and eyes, indeed, is one of the means of virus transmission that many awareness campaigns seek to highlight. …”
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Asymmetry as a general cue for V2 (loss) by Pierre Larrivée, Cecilia Poletto, Francesco Pinzin, Mathieu Goux

“…The hard quantitative evidence provided demonstrates that the main versus embedded asymmetry is indeed a micro-cue of V2 structure, and of its loss in one of the two investigated languages. …”
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Une innovation institutionnelle, la constitution des communs du logiciel libre by Pierre-André Mangolte

“…The sharing and reuse of source code are indeed principles opposed to the exclusive control of technical objects by individual owners. …”
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Schibboleth, la langue comme arme de détection massive : 1937, le massacre des Haïtiens by Arnaud Richard, Renauld Govain

“…It remains marked with the seal of the language and its use as a tool to detect the origin of the speakers. Indeed, the Spanish language was used through the specific word "perejil" (parsley) to identify individuals unable to pronounce "correctly" this term. …”
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Interior Poverty in the Thought of Meister Eckhart as an Inspiration for Contemporary Sustainable Consumption by Katarzyna Łukaszewska

“…Attempts to appropriate the discourse almost exclusively by means of economic optics seem unfounded in this context. Indeed, the issue of sustainable consumption is multifaceted, hence the idea to look at it from the perspective of the original thought of Meister Eckhart, who remains remarkably contemporary in his views on interior poverty. …”
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Théâtre et enfermement : la création collective comme modalité de l’expérience d’enquête en prison by Chloé Branders

“…This paper describes an original research posture which, by mixing the object with the method, assures to the researcher a double position of actress and observer, both on the field and on stage. Indeed, to study the processes of collective theatrical creation in the particular context of confinement, participant observation was chosen as a methodology for data collection. …”
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A practical-theological perspective on corruption: towards a solution-based approach in practice by W. Coetzer, L. E. Snell

“…It defines solution-based pastoral markers should the research indeed establish a definitive role for pastoral theology in addressing this serious societal ill. …”
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L’électronique à l’aide de l’éditeur : miracle ou mirage ? Bilan de quatorze années de travaux au LFA by Pierre Kunstmann

“…Such electronic textual resources have become extremely valuable in an editor’s work. Indeed, the wide range of tools the database offers allows its user to address efficiently a great number of texts.…”
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Le MT180® ou les infortunes de l’excellence by Jean Frances, Stéphane Le Lay

“…Yet when one considers what is in play more closely (Corsi et al), this interpretation becomes questionable. Indeed, once one begins to ask former participants about their opinions regarding their experiences over the course of the competition, the idea that My Thesis primarily serves to bring science out of the laboratory and to raise interest in researchers becomes ever more clearly in need of being re-examined. …”
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