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Data mining

205 products

Heterogeneous Graph Representation Learning and Applications

Chuan Shi Chuan Shi, Philip S. Yu, Xiao Wang

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Distributed Machine Learning and Gradient Optimization

Bin Cui Bin Cui, Ce Zhang, Jiawei Jiang

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Seriation in Combinatorial and Statistical Data Analysis

Henri Leredde Henri Leredde, Israël César Lerman

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Network Behavior Analysis: Measurement, Models, and Applications

Kuai Xu Kuai Xu

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Variational Methods for Machine Learning with Applications to Deep Networks

Eduardo Antônio Barros da Silva Eduardo Antônio Barros da Silva, Lucas Pinheiro Cinelli, Matheus Araújo Marins, Sérgio Lima Netto

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Scalable Pattern Recognition Algorithms: Applications in Computational Biology and Bioinformatics

Pradipta Maji Pradipta Maji, Sushmita Paul

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Advances in Graph Neural Networks

Cheng Yang Cheng Yang, Chuan Shi, Xiao Wang

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Knowledge Discovery from Multi-Sourced Data

Chen Ye Chen Ye, Guojun Dai, Hongzhi Wang

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Intrusion Detection: A Data Mining Approach

Jaya Sil Jaya Sil, Nandita Sengupta

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Applying Predictive Analytics: Finding Value in Data

Mary M. McCarthy Mary M. McCarthy, Richard V. McCarthy, Wendy Ceccucci

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From Opinion Mining to Financial Argument Mining

Chung-Chi Chen Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen

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Statistical Foundations, Reasoning and Inference: For Science and Data Science

Christian Heumann Christian Heumann, Göran Kauermann, Helmut Küchenhoff

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Text Mining for Information Professionals: An Uncharted Territory

Manika Lamba Manika Lamba, Margam Madhusudhan

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Deep Learning in Mining of Visual Content

Akka Zemmari Akka Zemmari, Jenny Benois-Pineau

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Kernel Ridge Regression in Clinical Research

Aeilko H. Zwinderman Aeilko H. Zwinderman, Ton J. Cleophas

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Night Vision Processing and Understanding

Jiang Yue Jiang Yue, Jing Han, Lianfa Bai

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Automated Taxonomy Discovery and Exploration

Jiaming Shen Jiaming Shen, Jiawei Han

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Uninterrupted Knowledge Creation: Process Philosophy and Autopoietic Perspectives

Kaj U. Koskinen Kaj U. Koskinen, Rainer Breite

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Elements of Data Science, Machine Learning, and Artificial Intelligence Using R

Frank Emmert-Streib Frank Emmert-Streib, Matthias Dehmer, Salissou Moutari

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Data Security in Cloud Storage

Chunxiang Xu Chunxiang Xu, Xuemin Sherman Shen, Yuan Zhang

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Personalized Privacy Protection in Big Data

Lei Cui Lei Cui, Shui Yu, Youyang Qu

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An Introduction to Data Analysis in R: Hands-on Coding, Data Mining, Visualization and Statistics from Scratch

Alfonso Zamora Saiz Alfonso Zamora Saiz, Carlos Quesada González, Diego Mondéjar Ruiz, Lluís Hurtado Gil

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Representation Learning for Natural Language Processing

Maosong Sun Maosong Sun, Yankai Lin, Zhiyuan Liu

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Large-scale Graph Analysis: System, Algorithm and Optimization

Bin Cui Bin Cui, Lei Chen, Yingxia Shao

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Data Mining and Machine Learning in High-Performance Sport: Performance Analysis of On-field and Video Assistant Referees in European Soccer Leagues

Anwar P. P. Abdul Majeed Anwar P. P. Abdul Majeed, Garry Kuan, Mohamad Razali Abdullah, Mohd Azraai Mohd Razman, Rabiu Muazu Musa

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Data Security in Cloud Storage

Chunxiang Xu Chunxiang Xu, Xuemin Sherman Shen, Yuan Zhang

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Heron Streaming: Fundamentals, Applications, Operations, and Insights

Huijun Wu Huijun Wu, Maosong Fu

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Mathematical Theories of Machine Learning - Theory and Applications

Бин Ши / Bin Shih / Бін Ши / Бин Ши / Bin Shih / Бін Ши / , S. S. Iyengar

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Broad Learning Through Fusions: An Application on Social Networks

Jiawei Zhang Jiawei Zhang, Philip S. Yu

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Predictive Models for Decision Support in the COVID-19 Crisis

Francisco Nauber Bernardo Gois Francisco Nauber Bernardo Gois, Joao Alexandre Lobo Marques, José Xavier-Neto, Simon James Fong

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Nonlinear Dimensionality Reduction

John A. Lee John A. Lee, Michel Verleysen

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Efficient Secure Two-Party Protocols: Techniques and Constructions

Carmit Hazay Carmit Hazay, Yehuda Lindell

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Learning Representation for Multi-View Data Analysis: Models and Applications

Handong Zhao Handong Zhao, Yun Fu, Zhengming Ding

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Signal Processing and Machine Learning with Applications

Marius Silaghi Marius Silaghi, Michael M. Richter, Sheuli Paul, Veton Këpuska

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Quantile Regression in Clinical Research : Complete analysis for data at a loss of homogeneity

Aeilko H. Zwinderman Aeilko H. Zwinderman, Ton J. Cleophas

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Adaptive Business Intelligence

Constantin Chiriac Constantin Chiriac, Martin Schmidt, Matthew Michalewicz, Zbigniew Michalewicz

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Human-Centered Data Discovery

Kathleen Gregory Kathleen Gregory, Laura Koesten

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Plug-and-Play Visual Subgraph Query Interfaces

Byron Choi Byron Choi, Sourav S. Bhowmick

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Quantile Regression in Clinical Research : Complete analysis for data at a loss of homogeneity

Aeilko H. Zwinderman Aeilko H. Zwinderman, Ton J. Cleophas

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Learning to Quantify

Alejandro Moreo Alejandro Moreo, Alessandro Fabris, Andrea Esuli, Fabrizio Sebastiani

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Proximity and Epidata: Attributes and Meaning Modification

Brian C. O'Connor Brian C. O'Connor, Laurie J. Bonnici

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Guide to Intelligent Data Science: How to Intelligently Make Use of Real Data

Christian Borgelt Christian Borgelt, Frank Höppner, Frank Klawonn, Michael R. Berthold, Rosaria Silipo

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Practical Text Analytics: Maximizing the Value of Text Data

Chelsey Hill Chelsey Hill, Murugan Anandarajan, Thomas Nolan

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Data Science Concepts and Techniques with Applications

Muhammad Summair Raza Muhammad Summair Raza, Usman Qamar

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Online Visual Tracking

Dong Wang Dong Wang, Huchuan Lu

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Demand Prediction in Retail : A Practical Guide to Leverage Data and Predictive Analytics

Arthur Pentecoste Arthur Pentecoste, Maxime C. Cohen, Paul-Emile Gras, Renyu Zhang

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Personalized Privacy Protection in Big Data

Lei Cui Lei Cui, Shui Yu, Youyang Qu

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Introduction to Data Systems: Building from Python

Thomas Bressoud Thomas Bressoud

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Broad Learning Through Fusions: An Application on Social Networks

Jiawei Zhang Jiawei Zhang, Philip S. Yu

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Correlation Clustering

David García-Soriano David García-Soriano, Francesco Bonchi, Francesco Gullo

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Data Mining with SPSS Modeler: Theory, Exercises and Solutions

Sören Gröttrup Sören Gröttrup, Tilo Wendler

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Graph Mining: Laws, Tools, and Case Studies

Christos Faloutsos Christos Faloutsos, Deepayan Chakrabarti

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Machine Learning

Zhi-Hua Zhou Zhi-Hua Zhou

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Graph Learning for Fashion Compatibility Modeling

Liqiang Nie Liqiang Nie, Weili Guan, Xiaojun Chang, Xuemeng Song

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External Labeling: Fundamental Concepts and Algorithmic Techniques

Benjamin Niedermann Benjamin Niedermann, Martin Nöllenburg, Michael A. Bekos

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