中文簡介

《國際近似推理雜志》旨在作為一個討論人工和計算智能中不精確和不確定性的論壇，涵蓋不確定性理論的基礎(chǔ)，以及科學(xué)和工程應(yīng)用智能系統(tǒng)的設(shè)計。它發(fā)表了描述理論發(fā)展或創(chuàng)新應(yīng)用的高質(zhì)量研究論文，并就一般感興趣的主題發(fā)表了評論文章。相關(guān)主題包括但不限于概率推理和貝葉斯網(wǎng)絡(luò)、不精確概率、隨機(jī)集、信念函數(shù)（dempster-shafer理論）、可能性理論、模糊集、粗糙集、決策理論、非加性測度和積分、不確定性定性推理、比較概率排序。博弈論概率論、缺省推理、非標(biāo)準(zhǔn)邏輯、論證系統(tǒng)、不一致容忍推理、啟發(fā)式技術(shù)、不確定推理的哲學(xué)基礎(chǔ)和心理學(xué)模型。不確定推理系統(tǒng)的應(yīng)用領(lǐng)域包括風(fēng)險分析與評估、信息檢索與數(shù)據(jù)庫設(shè)計、信息融合、機(jī)器學(xué)習(xí)、數(shù)據(jù)與網(wǎng)絡(luò)挖掘、計算機(jī)視覺、圖像與信號處理、智能數(shù)據(jù)分析、統(tǒng)計學(xué)、多代理系統(tǒng)等。該雜志隸屬于不精確概率學(xué)會：理論與應(yīng)用學(xué)會（SIPTA），以及信仰功能與應(yīng)用學(xué)會（BFAS）。

投稿網(wǎng)址：http://ees.elsevier.com/ija/

英文簡介

The International Journal of Approximate Reasoning is intended to serve as a forum for the treatment of imprecision and uncertainty in Artificial and Computational Intelligence, covering both the foundations of uncertainty theories, and the design of intelligent systems for scientific and engineering applications. It publishes high-quality research papers describing theoretical developments or innovative applications, as well as review articles on topics of general interest.Relevant topics include, but are not limited to, probabilistic reasoning and Bayesian networks, imprecise probabilities, random sets, belief functions (Dempster-Shafer theory), possibility theory, fuzzy sets, rough sets, decision theory, non-additive measures and integrals, qualitative reasoning about uncertainty, comparative probability orderings, game-theoretic probability, default reasoning, nonstandard logics, argumentation systems, inconsistency tolerant reasoning, elicitation techniques, philosophical foundations and psychological models of uncertain reasoning.Domains of application for uncertain reasoning systems include risk analysis and assessment, information retrieval and database design, information fusion, machine learning, data and web mining, computer vision, image and signal processing, intelligent data analysis, statistics, multi-agent systems, etc.The journal is affiliated with the Society for Imprecise Probability: Theories and Applications (SIPTA), and Beliefs functions and Applications Society (BFAS).