Titlebook: Machine Learning Methods for Stylometry; Authorship Attributi Jacques Savoy Book 2020 Springer Nature Switzerland AG 2020 Stylometry.Natura

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書(shū)目名稱Machine Learning Methods for Stylometry影響因子(影響力)




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Pedagogy

Machine Learning Modelsthe support vector machine (SVM) defines a linear border splitting the training set into two distinct regions, one for each category. Based on this representation, the doubtful text is projected into this space and its position defines its attribution. Finally, logistic regression is described as an

云狀

Advanced Models for Stylometric Applicationspossible. To detect passages written by each possible author, the rolling Delta and other ad hoc approaches are described. As neural models constitute an important research field, three sections have been dedicated to them, with one on the basic neural approach, one focusing on word embeddings, and

可轉(zhuǎn)變

Applications to Political Speechesdifferent presidents (or periods) by depicting a Principal Component Analysis (PCA) graph based on the part-of-speech (POS) distributions or using the 300 most frequent lemmas. Finally, a method is applied to detect the most characteristic words or expressions per presidency. Based on those terms, t

聯(lián)邦

Extort

and Margaret Cavendish. There are four concluding papers on the later reception of Leibniz’s philosophy in the English-speaking world, including two on Bertrand Russell and Leibniz, and two on the reception of Leibniz by American philosophers, Peirce and Loemker..978-90-481-7318-1978-1-4020-5243-9Series ISSN 1879-8578 Series E-ISSN 2352-2585

maladorit

and Margaret Cavendish. There are four concluding papers on the later reception of Leibniz’s philosophy in the English-speaking world, including two on Bertrand Russell and Leibniz, and two on the reception of Leibniz by American philosophers, Peirce and Loemker..978-90-481-7318-1978-1-4020-5243-9Series ISSN 1879-8578 Series E-ISSN 2352-2585

GOUGE

Jacques Savoy and Margaret Cavendish. There are four concluding papers on the later reception of Leibniz’s philosophy in the English-speaking world, including two on Bertrand Russell and Leibniz, and two on the reception of Leibniz by American philosophers, Peirce and Loemker..978-90-481-7318-1978-1-4020-5243-9Series ISSN 1879-8578 Series E-ISSN 2352-2585

Obstreperous

癡呆

t Leibniz‘s relationship with Francis Mercury van Helmont (1614- 1698) and Christian Knorr von Rosenroth (1636-1689), the two leading Christian Kabbalists of th978-90-481-4465-5978-94-017-2069-4Series ISSN 0066-6610 Series E-ISSN 2215-0307