THE INTEGRATION OF BANKING AND TELECOMMUNICATIONS: THE NEED FOR REGULATORY REFORM

424 JOURNAL OF LAW AND POLICY another text. This is in contrast to other text categorization tasks (e.g., thematic classificatio ...

ON THE ROBUSTNESS OF AUTHORSHIP ATTRIBUTION 425 same topics may be found in both the training and test set.^13 Although this set ...

426 JOURNAL OF LAW AND POLICY or genre while the test set includes texts on another thematic area or genre. Moreover, we make su ...

ON THE ROBUSTNESS OF AUTHORSHIP ATTRIBUTION 427 of the training corpus.^18 In the latter case, the top words with respect to the ...

428 JOURNAL OF LAW AND POLICY common character 3-grams); effectiveness in authorship attribution tasks, as has been proven in se ...

ON THE ROBUSTNESS OF AUTHORSHIP ATTRIBUTION 429 The majority of the corpus comprises opinion articles (comments). The newspaper ...

430 JOURNAL OF LAW AND POLICY thematic areas. Note that since all texts come from the same newspaper, they are expected to have ...

ON THE ROBUSTNESS OF AUTHORSHIP ATTRIBUTION 431 set by modifying t. In this study, the following frequency threshold values were ...

432 JOURNAL OF LAW AND POLICY A. Intratopic Attribution In the first experiment, we examine the simplest (but unrealistic) scena ...

ON THE ROBUSTNESS OF AUTHORSHIP ATTRIBUTION 433 As concerns models using word features, their performance constantly increases u ...

434 JOURNAL OF LAW AND POLICY The performance of the models based on word features has similar characteristics. It steadily grow ...

ON THE ROBUSTNESS OF AUTHORSHIP ATTRIBUTION 435 indicating that thematic-related words have a very negative effect when the test ...

436 JOURNAL OF LAW AND POLICY The models based on word features achieve their best performance at about 400 features, far lower ...

ON THE ROBUSTNESS OF AUTHORSHIP ATTRIBUTION 437 in cross-genre attribution. On the other hand, the appropriate selection of the ...

438 JOURNAL OF LAW AND POLICY Several observations from the performed experiments may be used as guidelines for tuning an attrib ...

ON THE ROBUSTNESS OF AUTHORSHIP ATTRIBUTION 439 authorship attribution.^26 Finally, a missing block in the authorship attributio ...

441 ON ADMISSIBLE LINGUISTIC EVIDENCE Malcolm Coulthard* PREAMBLE This is a very unconventional journal article, the likes of wh ...

442 JOURNAL OF LAW AND POLICY convincing and more soundly based analysis of the evidence, and one that would comply better with ...

ON ADMISSIBLE LINGUISTIC EVIDENCE 443 purposes to be their own experts in the area of language use and interpretation. The law i ...

444 JOURNAL OF LAW AND POLICY (quite/very) (un)likely that X is the author of the email.” However, as Philip Rose argues convinc ...