作者: heterodox 時(shí)間: 2025-3-21 20:28
Hang LiProvides introduction to principle machine learning methods, covering both supervised and unsupervised learning methods.Presents clear descriptions, detailed proofs, and concrete examples using concis作者: Diaphragm 時(shí)間: 2025-3-22 02:47 作者: guzzle 時(shí)間: 2025-3-22 08:38 作者: 敏捷 時(shí)間: 2025-3-22 10:39
Perceptron,This chapter first introduces the perceptron model, then describes the learning strategy of the perceptron, especially the loss function, and finally presents perceptron learning algorithms, including the primitive form and the dual form, and proves the algorithm’s convergence.作者: GONG 時(shí)間: 2025-3-22 16:08
-Nearest Neighbor,This chapter first describes the .-NN algorithm, then discusses the model and three basic elements of .-NN, and finally describes an implementation method of .-NN—the .-tree, focusing on algorithms for constructing and searching the .-tree.作者: epinephrine 時(shí)間: 2025-3-22 18:57 作者: ESPY 時(shí)間: 2025-3-22 22:21
Decision Tree,This chapter first introduces the basic concept of the decision tree, then introduces feature selection, tree-generation and tree-pruning through ID3 and C4.5 algorithms, and finally introduces the CART algorithm.作者: Inveterate 時(shí)間: 2025-3-23 02:02
Logistic Regression and Maximum Entropy Model,This chapter first introduces the logistic regression model, then the maximum entropy model, and finally describes the learning algorithms for logistic regression and maximum entropy models, including the improved iterative scaling algorithm and the Quasi-Newton method.作者: CRASS 時(shí)間: 2025-3-23 06:00 作者: 百科全書(shū) 時(shí)間: 2025-3-23 12:17
Hidden Markov Model,This chapter first introduces the basic concepts of the Hidden Markov Model, and then describes the probability calculation algorithms, learning algorithms, and prediction algorithms of the HMM, respectively.作者: 預(yù)定 時(shí)間: 2025-3-23 17:42 作者: Jogging 時(shí)間: 2025-3-23 19:12
Summary of Supervised Learning Methods,This chapter summarizes the characteristics of ten supervised learning methods, including the perceptron, .-Nearest-Neighbor (.-NN), the Na?ve Bayes method, the decision tree, logistic regression and maximum entropy model, Support Vector Machine (SVM), Boosting, the EM algorithm, Hidden Markov Model (HMM), and Conditional random field (CRF).作者: 變白 時(shí)間: 2025-3-24 01:26 作者: mitten 時(shí)間: 2025-3-24 04:13 作者: thyroid-hormone 時(shí)間: 2025-3-24 09:13
Singular Value Decomposition,This chapter introduces the matrix factorization method—Singular Value Decomposition (SVD), including the definition and fundamental theorem of matrix SVD, its compact and truncated form, geometric interpretation, and main properties, its optimization algorithms.作者: SHRIK 時(shí)間: 2025-3-24 12:40 作者: Evolve 時(shí)間: 2025-3-24 15:08
Latent Semantic Analysis,This chapter introduces an unsupervised learning method—Latent Semantic Analysis (LSA), first describing the word vector space model and the topic vector space model, followed by the SVD algorithm for LSA, and the Non-negative matrix factorization (NMF) algorithm.作者: 流動(dòng)性 時(shí)間: 2025-3-24 20:14 作者: erythema 時(shí)間: 2025-3-25 01:04 作者: 動(dòng)機(jī) 時(shí)間: 2025-3-25 05:51 作者: Infinitesimal 時(shí)間: 2025-3-25 08:11
Boosting,ove learning accuracy through training error analysis, then interprets AdaBoost from the perspective of the forward stepwise addition model, and finally describes more specific examples of the lifting method—Boosting tree.作者: Ischemia 時(shí)間: 2025-3-25 12:02
Textbook 2024arning methods. It discusses essential methods of classification and regression in supervised learning, such as decision trees, perceptrons, support vector machines, maximum entropy models, logistic regression models and multiclass classification, as well as methods applied in supervised learning, l作者: Engaging 時(shí)間: 2025-3-25 18:43 作者: Nostalgia 時(shí)間: 2025-3-25 20:10
stellt die Qualifizierung zum Dozent im Rettungsdienst dar, der vorwiegend an Rettungsdienstschulen t?tig ist. Auch für diese Personengruppe ist das Werk hervorragend geeignet..978-3-642-34939-3978-3-642-34940-9作者: Gorilla 時(shí)間: 2025-3-26 01:21
understand the concepts and methods discussed, readers are expected to have an elementary knowledge of advanced mathematics, linear algebra and probability statistics. The detailed explanations of basic princip978-981-99-3919-0978-981-99-3917-6作者: CUB 時(shí)間: 2025-3-26 07:03 作者: 小故事 時(shí)間: 2025-3-26 12:06 作者: 怕失去錢(qián) 時(shí)間: 2025-3-26 15:37 作者: FLAT 時(shí)間: 2025-3-26 18:40
Boosting,ove learning accuracy through training error analysis, then interprets AdaBoost from the perspective of the forward stepwise addition model, and finally describes more specific examples of the lifting method—Boosting tree.作者: 接合 時(shí)間: 2025-3-26 21:59 作者: Crayon 時(shí)間: 2025-3-27 03:57 作者: 傾聽(tīng) 時(shí)間: 2025-3-27 07:32 作者: 棲息地 時(shí)間: 2025-3-27 10:50 作者: 挑剔小責(zé) 時(shí)間: 2025-3-27 17:22 作者: 揉雜 時(shí)間: 2025-3-27 19:14
Reading and Writing in Eighteenth-Century Englandral. Wordsworth’s Prefaces to . are infused not only with a strong awareness of his reader but also with the overt intention of changing the reader, indeed they aver that the great artist creates the taste by which he or she is to be judged.作者: Aesthete 時(shí)間: 2025-3-28 01:40
W. Niederer,H. D. Bethge,K. Bachmannhe large existing differences in wealth and in the way of governance of the various countries are sure to determine the way to deal with the crisis. The availability of arable land, the density and composition of population, political organizations and the role of the State are factors that will det作者: miscreant 時(shí)間: 2025-3-28 04:20 作者: Chagrin 時(shí)間: 2025-3-28 06:22 作者: Jocose 時(shí)間: 2025-3-28 12:29
David Thomas Johnsonuptvorteil liegt neben der Nichtinvasivit?t vor allem in der leichten Anwendbarkeit; nachteilig sind die Abh?ngigkeit von der Patientenlagerung sowie die geringe Sensitivit?t in der frühen Schwangerschaft und bei adip?sen Patientinnen. Im Rahmen unserer Arbeiten an der wehengesteuerten Bolustokolyse作者: promote 時(shí)間: 2025-3-28 17:16 作者: 尖酸一點(diǎn) 時(shí)間: 2025-3-28 20:35 作者: PUT 時(shí)間: 2025-3-29 01:41 作者: INERT 時(shí)間: 2025-3-29 05:25 作者: blight 時(shí)間: 2025-3-29 11:19
Detecting Unexpected Correlation between a Current Topic and Products from Buzz Marketing Sitesill be part of a new approach to marketing analysis. For example, in 2009, the super-flu virus spawned significant effects on various product marketing domains around the globe. In buzz marketing sites, there had been a lot of word of mouth about the "flu." We could easily expect an "air purifier" t作者: doxazosin 時(shí)間: 2025-3-29 14:11 作者: expository 時(shí)間: 2025-3-29 18:46
Multi-class AdaBoost ELM,ts quickly and precisely as compared with traditional identification techniques. As verified by the simulation results, ELM tends to have better scalability and can achieve much better generalization performance and much faster learning speed comparing with traditional SVM. In this paper, we introdu作者: Alienated 時(shí)間: 2025-3-29 22:33 作者: phytochemicals 時(shí)間: 2025-3-30 01:27 作者: CREST 時(shí)間: 2025-3-30 05:38 作者: Vasodilation 時(shí)間: 2025-3-30 08:37
Leibniz, Bayle and the Controversy on Sudden Change,, II, xxi. Bayle himself, however, was not able to completely understand Leibniz’s views on spontaneity as he was unaware of the contents of the ., especially the systematic role of . in Leibniz’s philosophy of mind. I will also reflect on whether the controversy could have ended in agreement if it would have continued longer.作者: 會(huì)議 時(shí)間: 2025-3-30 16:18
https://doi.org/10.1007/978-1-4612-1292-8en we draw an image of them. I do not claim that this idea, in exactly this form, is found in .. At a more general level, however, I hold it to represent yet another example of a perspective shared by Rousseau and Kant, a perspective emphasizing that embodied acts and practices have a significant co作者: anarchist 時(shí)間: 2025-3-30 16:41
Nandita Pasari,Syed Shams Yazdanio parts, Texts and Contexts, presenting case studies on decolonising the literature curriculum which range from the undergraduate classroom, university writing centres, through to the literary doctorate..978-3-030-91291-8978-3-030-91289-5Series ISSN 1754-9728 Series E-ISSN 2947-9266 作者: 整理 時(shí)間: 2025-3-31 00:47
Integration of Data on Substance Properties Using Big Data Technologies and Domain-Specific Ontologisubject area: new types of materials, expansion of the nomenclature of properties, and so on. For the semantic integration of resources converted to the JSON format a repository of subject-oriented ontologies is used. The search for data in the JSON document store is implemented through a combinatio作者: 商店街 時(shí)間: 2025-3-31 02:08 作者: Jacket 時(shí)間: 2025-3-31 07:51
Book 2013and other branches of mathematics has determined the development of large areas of these fields. In 1999, a conference was organized to survey his work, his contributions to mathematics, and the far-reaching impact of his work on many branches of mathematics. On the 100th anniversary of his birth, t作者: 放大 時(shí)間: 2025-3-31 12:33 作者: COMA 時(shí)間: 2025-3-31 14:25
0931-5195 ear and simple style.Ideal as an introduction to the new mic.Crystal growth far from thermodynamic equilibrium is nothing but homoepitaxy - thin film growth on a crystalline substrate of the same material. Because of the absence of misfit effects, homoepitaxy is an ideal playground to study growth k
