Resultados de Pesquisa

INGLÊS

Deep Learning For Polymer Discovery - Foundation And Advances

de Eric Inae, Gang Liu e Meng Jiang

~~46,36€~~ 41,72€ 10% IMEDIATO

DISPONIBILIDADE IMEDIATA

 This book presents a comprehensive range of topics in deep learning for polymer discovery, from fundamental concepts to advanced methodologies. The authors begin with essential knowledge on polymer data representations and neural network architectures, then progress to deep learning frameworks for property prediction and inverse polymer design.
INGLÊS

Deep Learning For Polymer Discovery - Foundation And Advances

de Eric Inae, Gang Liu e Meng Jiang

~~47,30€~~ 42,57€ 10% IMEDIATO

portes grátis

 This book presents a comprehensive range of topics in deep learning for polymer discovery, from fundamental concepts to advanced methodologies. The authors begin with essential knowledge on polymer data representations and neural network architectures, then progress to deep learning frameworks for property prediction and inverse polymer design.
INGLÊS

Advances In Graph Neural Networks

de Cheng Yang, Chuan Shi e Xiao Wang

72,86€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 This book provides a comprehensive introduction to the foundations and frontiers of graph neural networks. In addition, the book introduces the basic concepts and definitions in graph representation learning and discusses the development of advanced graph representation learning methods with a focus on graph neural networks.
INGLÊS

Automated Taxonomy Discovery And Exploration

de Jiaming Shen e Jiawei Han

66,24€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 It is ubiquitous in our daily life, ranging from product taxonomies used by online retailers, topic taxonomies deployed by news outlets and social media, as well as scientific taxonomies deployed by digital libraries across various domains.
INGLÊS

Correlation Clustering

de David Garcia-Soriano, Francesco Bonchi e Francesco Gullo

74,34€ + 10% EM CARTÃO

portes grátis

 Given a set of objects and a pairwise similarity measure between them, the goal of correlation clustering is to partition the objects in a set of clusters to maximize the similarity of the objects within the same cluster and minimize the similarity of the objects in different clusters.
INGLÊS

Detecting Fake News On Social Media

de Huan Liu e Kai Shu

67,58€ + 10% EM CARTÃO

portes grátis

 This book, from a data mining perspective, introduces the basic concepts and characteristics of fake news across disciplines, reviews representative fake news detection methods in a principled way, and illustrates challenging issues of fake news detection on social media.
INGLÊS

Exploiting The Power Of Group Differences - Using Patterns To Solve Data Analysis Problems

de Guozhu Dong

74,34€ + 10% EM CARTÃO

portes grátis

 In general, EPs are useful for classification, clustering, outlier detection, gene ranking for complex diseases, prediction model analysis and improvement, and so on.EPs are useful for many tasks because they represent group differences, which have extraordinary power.
INGLÊS

Mining Structures Of Factual Knowledge From Text - An Effort-Light Approach

de Jiawei Han e Xiang Ren

74,34€ + 10% EM CARTÃO

portes grátis

 Departing from many existing structure extraction methods that have heavy reliance on human annotated data for model training, our effort-light approach leverages human-curated facts stored in external knowledge bases as distant supervision and exploits rich data redundancy in large text corpora for context understanding.
INGLÊS

Exploratory Causal Analysis With Time Series Data

de James M. Mccracken

54,06€ + 10% EM CARTÃO

portes grátis

 Exploratory causal analysis (ECA) provides a framework for exploring potential causal structures in time series data sets and is characterized by a myopic goal to determine which data series from a given set of series might be seen as the primary driver.
INGLÊS

Mining Latent Entity Structures

de Chi Wang e Jiawei Han

60,82€ + 10% EM CARTÃO

portes grátis

 The "big data" era is characterized by an explosion of information in the form of digital data collections, ranging from scientific knowledge, to social media, news, and everyone's daily life.
INGLÊS

Probabilistic Approaches To Recommendations

de Ettore Ritacco, Giuseppe Manco e Nicola Barbieri

40,55€ + 10% EM CARTÃO

portes grátis

 We focus our attention on methods based on latent factors, such as mixture models, probabilistic matrix factorization, and topic models, for explicit and implicit preference data.
INGLÊS

Individual And Collective Graph Mining - Principles, Algorithms, And Applications

de Christos Faloutsos e Danai Koutra

74,34€ + 10% EM CARTÃO

portes grátis
INGLÊS

Phrase Mining From Massive Text And Its Applications

de Jialu Liu, Jiawei Han e Jingbo Shang

37,84€ + 10% EM CARTÃO

portes grátis
INGLÊS

Outlier Detection For Temporal Data

de Charu Aggarwal, Jiawei Han, Jing Gao e Manish Gupta

40,55€ + 10% EM CARTÃO

portes grátis
INGLÊS

Mining Heterogeneous Information Networks - Principles And Methodologies

de Jiawei Han e Yizhou Sun

37,84€

portes grátis

ESGOTADO OU NÃO DISPONÍVEL

 Departing from many existing network models that view interconnected data as homogeneous graphs or networks, our semi-structured heterogeneous information network model leverages the rich semantics of typed nodes and links in a network and uncovers surprisingly rich knowledge from the network.
INGLÊS

Modeling And Data Mining In Blogosphere

de Huan Liu e Nitin Agarwal

30,46€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 We elaborate on data collection procedures, provide resources for blog data repositories, mention various visualization and analysis tools in Blogosphere, and explain conventional and novel evaluation methodologies, to help perform research in the Blogosphere.
INGLÊS

Ensemble Methods In Data Mining - Improving Accuracy Through Combining Predictions

de Giovanni Seni e John Elder

33,11€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 Table of Contents: Ensembles Discovered / Predictive Learning and Decision Trees / Model Complexity, Model Selection and Regularization / Importance Sampling and the Classic Ensemble Methods / Rule Ensembles and Interpretation Statistics / Ensemble Complexity
INGLÊS

Provenance Data In Social Media

de Geoffrey Barbier, Huan Liu, Pritam Gundecha e Zhuo Feng

30,46€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 Taking advantage of social media features, research in this nascent field spearheads the search for a way to provide provenance data to social media users, thus leveraging social media itself by mining it for the provenance data.
INGLÊS

Privacy In Social Networks

de Elena Zheleva, Evimaria Terzi e Lise Getoor

33,11€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 Table of Contents: Introduction / A Model for Online Social Networks / Types of Privacy Disclosure / Statistical Methods for Inferring Information in Networks / Anonymity and Differential Privacy / Attacks and Privacy-preserving Mechanisms / Models of Information Sharing / Users' Privacy Risk / Management of Privacy Settings
INGLÊS

Community Detection And Mining In Social Media

de Huan Liu e Lei Tang

33,11€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 This lecture, from a data mining perspective, introduces characteristics of social media, reviews representative tasks of computing with social media, and illustrates associated challenges.
INGLÊS

Multidimensional Mining Of Massive Text Data

de Chao Zhang e Jiawei Han

67,58€

portes grátis

ESGOTADO OU NÃO DISPONÍVEL

 However, acquiring such multidimensional knowledge from massive text data remains a challenging task.This book presents data mining techniques that turn unstructured text data into multidimensional knowledge.
INGLÊS

Mining Human Mobility In Location-Based Social Networks

de Huan Liu e Huiji Gao

37,84€

portes grátis

ESGOTADO OU NÃO DISPONÍVEL
INGLÊS

Graph Mining - Laws, Tools, And Case Studies

de Christos Faloutsos e Deepayan Chakrabarti

40,55€

portes grátis

ESGOTADO OU NÃO DISPONÍVEL

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