標(biāo)題: Titlebook: Mathematical Foundations for Data Analysis; Jeff M. Phillips Textbook 2021 Springer Nature Switzerland AG 2021 Data Analysis.Data Sciences [打印本頁] 作者: 投降 時(shí)間: 2025-3-21 18:04
書目名稱Mathematical Foundations for Data Analysis影響因子(影響力)
書目名稱Mathematical Foundations for Data Analysis影響因子(影響力)學(xué)科排名
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書目名稱Mathematical Foundations for Data Analysis網(wǎng)絡(luò)公開度學(xué)科排名
書目名稱Mathematical Foundations for Data Analysis被引頻次
書目名稱Mathematical Foundations for Data Analysis被引頻次學(xué)科排名
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書目名稱Mathematical Foundations for Data Analysis讀者反饋
書目名稱Mathematical Foundations for Data Analysis讀者反饋學(xué)科排名
作者: 開始發(fā)作 時(shí)間: 2025-3-21 23:42
Convergence and Sampling,rk to think about how to aggregate more and more data to get better and better estimates. It will cover the . (CLT), Chernoff-Hoeffding bounds, Probably Approximately Correct (PAC) algorithms, as well as analysis of importance sampling techniques which improve the concentration of random samples.作者: 繼承人 時(shí)間: 2025-3-22 02:25
Distances and Nearest Neighbors,nd and the algorithms used. However, there are an enormous number of distances to choose from. We attempt to survey those most common within data analysis. This chapter also provides an overview of the most important properties of distances (e.g., is it a metric?) and how they are related to the dua作者: cloture 時(shí)間: 2025-3-22 05:12 作者: subordinate 時(shí)間: 2025-3-22 09:26 作者: 誘使 時(shí)間: 2025-3-22 14:43 作者: 背心 時(shí)間: 2025-3-22 19:32
Clustering,re quite messy. And many techniques for clustering actually lack a mathematical formulation. We will initially focus on what is probably the cleanest and most used formulation: assignment-based clustering which includes .-center and the notorious .-means clustering. For background, we will begin wit作者: 名義上 時(shí)間: 2025-3-22 23:58 作者: Pcos971 時(shí)間: 2025-3-23 01:39 作者: Antioxidant 時(shí)間: 2025-3-23 05:50 作者: 密碼 時(shí)間: 2025-3-23 12:08
hanismen entwickelt, um die privilegierte Immunstellung des Nervensystems auszuhebeln. Das zentrale Nervensystem (ZNS) verfügt über anatomische und immunologische Schutzmechanismen, die es vor dem Eindringen von Pathogenen schützt..Bakterien sind in der Lage, die BHS und die BLS zu kreuzen um durch 作者: Bronchial-Tubes 時(shí)間: 2025-3-23 15:43 作者: Triglyceride 時(shí)間: 2025-3-23 18:17 作者: 含糊 時(shí)間: 2025-3-24 00:42 作者: 無可爭辯 時(shí)間: 2025-3-24 04:00 作者: ELUDE 時(shí)間: 2025-3-24 08:03 作者: 安慰 時(shí)間: 2025-3-24 12:09
Jeff M. Phillips (AD). Although inflammation is most likely to arise as a secondary response to more primary events in the development of AD, it is important to recognize that, secondary or not, brain inflammation almost always carries with it the potential to do as much or more damage than the etiology that gave r作者: 鬼魂 時(shí)間: 2025-3-24 16:58 作者: arthrodesis 時(shí)間: 2025-3-24 21:32
Jeff M. Phillipsho identified a distinct population of ramified cells, now considered to be resting microglia, using a silver carbonate staining method .. These findings were confirmed by Penfield . and Kershman . Although these findings are over 50 years old, it has been during the last decade that major progress 作者: Vaginismus 時(shí)間: 2025-3-24 23:38
Jeff M. Phillipsho identified a distinct population of ramified cells, now considered to be resting microglia, using a silver carbonate staining method .. These findings were confirmed by Penfield . and Kershman . Although these findings are over 50 years old, it has been during the last decade that major progress 作者: Misgiving 時(shí)間: 2025-3-25 03:24
Jeff M. Phillips (AD). Although inflammation is most likely to arise as a secondary response to more primary events in the development of AD, it is important to recognize that, secondary or not, brain inflammation almost always carries with it the potential to do as much or more damage than the etiology that gave r作者: 思想上升 時(shí)間: 2025-3-25 07:32
Jeff M. Phillips dysfunction ranging from mild impairment to frank dementia. Chronic HIV infection can result in neurodegenerative disease, overall termed neuroAIDS. HIV infection leads to neuronal dysfunction and neurodegeneration via the activation of brain macrophages/microglia, the presence of viral proteins, a作者: creditor 時(shí)間: 2025-3-25 12:52 作者: 胰臟 時(shí)間: 2025-3-25 16:45
Jeff M. PhillipsProvides accessible, simplified introduction to core mathematical language and concepts.Integrates examples of key concepts through geometric illustrations and Python coding.Addresses topics in locali作者: CHAR 時(shí)間: 2025-3-25 23:05 作者: CAND 時(shí)間: 2025-3-26 04:09 作者: AMEND 時(shí)間: 2025-3-26 06:55
Convergence and Sampling,rk to think about how to aggregate more and more data to get better and better estimates. It will cover the . (CLT), Chernoff-Hoeffding bounds, Probably Approximately Correct (PAC) algorithms, as well as analysis of importance sampling techniques which improve the concentration of random samples.作者: 松軟無力 時(shí)間: 2025-3-26 09:00
https://doi.org/10.1007/978-3-030-62341-8Data Analysis; Data Sciences; Data Mining; Machine Learning; Probability; Neural Networks; Geometry of Dat作者: 閑逛 時(shí)間: 2025-3-26 14:23
Linear Algebra Review,We briefly review many key definitions and aspects of linear algebra that will be necessary for the remainder of the book. This review includes basic operations for vectors and matrices. A highlight is the dot product and its intuitive geometric properties.作者: Expertise 時(shí)間: 2025-3-26 18:37 作者: palliate 時(shí)間: 2025-3-26 20:56
Mathematical Foundations for Data Analysis978-3-030-62341-8Series ISSN 2365-5674 Series E-ISSN 2365-5682 作者: glacial 時(shí)間: 2025-3-27 05:09 作者: 泄露 時(shí)間: 2025-3-27 05:54 作者: Militia 時(shí)間: 2025-3-27 09:51
Jeff M. Phillipsrfere with the neuroinflammatory cascade in the neocortex of Alzheimer’ s patients should slow the progression of the disease and/or prevent the onset of the disease, if implemented prior to the neuronal degeneration that results from sustained neuroinflammation.作者: 船員 時(shí)間: 2025-3-27 16:56
Jeff M. Phillipsension, diabetes, and Alzheimer’s disease .. Another, even a more valid, fact is that the therapeutic time window for treating human stroke is delayed beyond the hours after the insult and, therefore, the pathophysiological events targeted pharmacologically need to occur several hours or days later 作者: osteopath 時(shí)間: 2025-3-27 19:07 作者: IRK 時(shí)間: 2025-3-28 01:39 作者: 長矛 時(shí)間: 2025-3-28 02:43 作者: 上漲 時(shí)間: 2025-3-28 07:26
Jeff M. Phillipswith MHC I or MHC II on an antigen-presenting cell (APC). In addition to this first signal, a T-lymphocyte also requires additional signals, transmitted via various CAMs termed costimulation molecules. These costimulation CAMs represent the first point of intervention. In the absence of these costim作者: concert 時(shí)間: 2025-3-28 12:03
Jeff M. Phillipseveloped the methodology for producing monoclonal antibodies (MAb) ., a large number of reagents for studying the protein markers expressed by macrophages have become available. Although a number of microglia studies were (and still are) carried out using lectin histochemistry, enzyme histochemistry作者: constitutional 時(shí)間: 2025-3-28 14:59 作者: LINE 時(shí)間: 2025-3-28 22:26 作者: charisma 時(shí)間: 2025-3-29 00:07 作者: Heterodoxy 時(shí)間: 2025-3-29 03:35 作者: 指數(shù) 時(shí)間: 2025-3-29 08:55
2365-5674 ation. Students are recommended to have some background in calculus, probability, and linear algebra.? Some familiarity with programming and algorithms is useful to understand advanced topics on computational techniques..978-3-030-62343-2978-3-030-62341-8Series ISSN 2365-5674 Series E-ISSN 2365-5682
