《國際小波、多分辨率和信息處理雜志》(以下簡稱IJWMIP)是一本雙月刊，刊載有關(guān)小波分析、多分辨率和信息處理最新成果的理論和應(yīng)用論文。特別邀請有關(guān)IJWMIP主題的論文，包括理論、方法、算法和新興應(yīng)用程序。IJWMIP感興趣的主題包括但不限于:1. 小波:小波與算子理論框架和應(yīng)用程序時頻分析與應(yīng)用稀疏表示與近似采樣理論與壓縮感知基于小波的算法與應(yīng)用2. 多分辨率:多分辨率分析多尺度近似多分辨率圖像處理和信號處理多分辨率表示深度學(xué)習(xí)和神經(jīng)網(wǎng)絡(luò)機器學(xué)習(xí)理論，算法和應(yīng)用高維數(shù)據(jù)分析3.信息處理:數(shù)據(jù)科學(xué)大數(shù)據(jù)與應(yīng)用信息理論資訊系統(tǒng)及科技信息安全信息學(xué)習(xí)與處理人工智能和模式識別圖像/信號處理IJWMIP出版四種主要類型的文章:原始研究論文通訊概述和總結(jié)系統(tǒng)和軟件包的描述

International Journal of Wavelets, Multiresolution and Information Processing (hereafter referred to as IJWMIP) is a bi-monthly publication for theoretical and applied papers on the current state-of-the-art results of wavelet analysis, multiresolution and information processing.Papers related to the IJWMIP theme are especially solicited, including theories, methodologies, algorithms and emerging applications. Topics of interest of the IJWMIP include, but are not limited to:1. Wavelets:Wavelets and operator theoryFrame and applicationsTime-frequency analysis and applicationsSparse representation and approximationSampling theory and compressive sensingWavelet based algorithms and applications2. Multiresolution:Multiresolution analysisMultiscale approximationMultiresolution image processing and signal processingMultiresolution representationsDeep learning and neural networksMachine learning theory, algorithms and applicationsHigh dimensional data analysis3. Information Processing:Data sciencesBig data and applicationsInformation theoryInformation systems and technologyInformation securityInformation learning and processingArtificial intelligence and pattern recognitionImage/signal processingThe IJWMIP publishes articles of four primary types:Original research papersCorrespondencesOverviews and summariesDescriptions of systems and software packages