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Titlebook: New Frontiers in Artificial Intelligence; JSAI-isAI 2018 Works Kazuhiro Kojima,Maki Sakamoto,Ken Satoh Conference proceedings 2019 Springer

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A Study of New Variable Selection Method Within a Framework of Real-Coded Genetic Algorithmrithms (RCGA) have received attention due to their strong searching ability and flexibility. The Akaike information criterion (AIC) or Bayesian information criterion (BIC) are traditionally used as variable selection criteria. These criteria estimate the relative quality of analysis models for a giv
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Analysis of Pulse Diagnosis Data from a TCM Doctor and a Device by Random Forest of pulse diagnosis and other health related data. In this study, we investigate this and analyze pulse diagnosis data from a TCM doctor and a pulse diagnostic instrument (PDI) by Random Forest. Subjects’ vital signs and pulse diagnosis data from a TCM doctor are used as training data. We classify v
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ContractFrames: Bridging the Gap Between Natural Language and Logics in Contract Lawa purchase contract to logic clauses from a legal reasoning system called PROLEG. Diverse frames and rules have been developed for the extraction and storage of this event-centric information before its conversion to logic clauses. Our framework uses natural language tools and rules to extract relev
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Reasoning by a Bipolar Argumentation Framework for PROLEGage PROLEG to a bipolar argumentation framework (BAF) and the legal reasoning involved. Legal knowledge written in a PROLEG program is transformed into a BAF, in which the structure of argumentation in a judgment is clear. We describe two types of reasoning by the BAF: clarification of the entire st
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An Empirical Evaluation of AMR Parsing for Legal Documentsssing issues recently. In our paper, we provide an overview of different methods in AMR parsing and their performances when analyzing legal documents. We conduct experiments of different AMR parsers on our annotated dataset extracted from the English version of Japanese Civil Code. Our results show
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Legal Debugging in Propositional Legal Representationrt. The court may decide a literal interpretation as exceptional, and then they have to identify which rule is a source of exception..To assist the court, we proposed an idea called ., to find out which rule condition, called ., causes unexpected consequences in such exceptional cases. We adapt the
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An Agile Approach to Validate a Formal Representation of the GDPRrequires that the formulæ express validly the legal meaning of the Regulation’s articles. But legal experts are usually not familiar with logic, and this calls for an interdisciplinary validation methodology that bridges the communication gap between formal modelers and legal evaluators. We devise s
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