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Titlebook: Artificial Intelligence; 16th Russian Confere Sergei O. Kuznetsov,Gennady S. Osipov,Vadim L. Ste Conference proceedings 2018 Springer Natur

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发表于 2025-3-21 19:12:00 | 显示全部楼层 |阅读模式
期刊全称Artificial Intelligence
期刊简称16th Russian Confere
影响因子2023Sergei O. Kuznetsov,Gennady S. Osipov,Vadim L. Ste
视频video
学科分类Communications in Computer and Information Science
图书封面Titlebook: Artificial Intelligence; 16th Russian Confere Sergei O. Kuznetsov,Gennady S. Osipov,Vadim L. Ste Conference proceedings 2018 Springer Natur
影响因子This book constitutes the proceedings of the 16th Russian Conference on Artificial Intelligence, RCAI 2018, Moscow, Russia, in September 2018. .The 22 full papers presented along with 4 short papers in this volume were carefully reviewed and selected from 75 submissions. The conference deals with a wide range of topics, including data mining and knowledge discovery, text mining, reasoning, decision making, natural language processing, vision, intelligent robotics, multi-agent systems, machine learning, ontology engineering..
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发表于 2025-3-21 23:09:13 | 显示全部楼层
Data Mining for Automated Assessment of Home Loan Approval,ing to decide whether or not to extend credit, based on two analytical approaches: Naïve Bayes and decision tree. Four independent factors were considered: the loan period, the net income of the applicant, the size of the loan, and other relevant characteristics of the potential borrower. Models wer
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Feature Selection and Identification of Fuzzy Classifiers Based on the Cuckoo Search Algorithm,that the user can easily understand and interpret these rules, which makes fuzzy classifiers a useful modeling tool. A fuzzy classifier uses IF-THEN rules, with fuzzy antecedents (IF-part of the rule) and class labels in consequents (THEN-part of the rule). A method to constructing fuzzy classifiers
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Machine Learning Based on Similarity Operation,mal Concept Analysis (FCA) providing a technique for bitset encoding of the objects and similarities between them. Using this encoding, a coupling Markov chain algorithm can generate a random sample of similarities. We provide a technique to accelerate convergence of the main algorithm by truncating
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Extended Stepping Theories of Active Logic: Paraconsistent Semantics,ints in time and that are contradiction-tolerant. Today, tolerance for inconsistencies is theoretically justified in the works of the authors and is attributed to the so-called formalism of stepping theories, integrating the principles of Active Logic and logic programming. This paper represents fur
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Architecture of a Qualitative Cognitive Agent,operation subsystem. The agent knowledge model is represented in the form of a qualitative conceptual framework structuring the agents functioning environment on the subspaces defining the classes of possible states. In the agent behavior planning subsystem, the agent’s choice of action is based on
发表于 2025-3-23 09:37:32 | 显示全部楼层
Recognition of Multiword Expressions Using Word Embeddings,cluding non-compositional phrases, multiword terms and their variants, light verb constructions, and others. We study several embedding-based features for phrases and their components and estimate their contribution to finding multiword expressions of different types comparing them with traditional
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