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Data mining

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RapidMiner: Data Mining Use Cases and Business Analytics Applications

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Multimedia Ontology: Representation and Applications

Anupama Mallik Anupama Mallik, Hiranmay Ghosh, Сантану Чаудхури / Сантану Чаудхурі /

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Introduction to Privacy-Preserving Data Publishing: Concepts and Techniques

Ada Wai-Chee Fu Ada Wai-Chee Fu, Benjamin C.M. Fung, Ke Wang, Philip S. Yu

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Data Mining for the Social Sciences: An Introduction

David Monaghan David Monaghan, Paul Attewell

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Understanding and Using Rough Set Based Feature Selection: Concepts, Techniques and Applications

Muhammad Summair Raza Muhammad Summair Raza, Usman Qamar

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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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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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Data Security in Cloud Storage

Chunxiang Xu Chunxiang Xu, Xuemin Sherman Shen, Yuan Zhang

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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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Intelligent Asset Management

Erik Cambria Erik Cambria, Frank Xing, Roy Welsch

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Mobile Data Mining and Applications

Deshi Li Deshi Li, Hao Jiang, Qimei Chen, Yuanyuan Zeng

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Privacy-Preserving in Mobile Crowdsensing

Chuan Zhang Chuan Zhang, Liehuang Zhu, Tong Wu, Youqi Li

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Deviance in Social Media and Social Cyber Forensics: Uncovering Hidden Relations Using Open Source Information (OSINF)

Nitin Agarwal Nitin Agarwal, Samer Al-khateeb

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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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Knowledge Discovery from Multi-Sourced Data

Chen Ye Chen Ye, Guojun Dai, Hongzhi Wang

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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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Mobility Data-Driven Urban Traffic Monitoring

Kaishun Wu Kaishun Wu, Zhidan Liu

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Identification of Pathogenic Social Media Accounts: From Data to Intelligence to Prediction

Elham Shaabani Elham Shaabani, Hamidreza Alvari, Paulo Shakarian

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Semantics in Adaptive and Personalised Systems: Methods, Tools and Applications

Cataldo Musto Cataldo Musto, Fedelucio Narducci, Giovanni Semeraro, Pasquale Lops

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Big Data Analytics: Systems, Algorithms, Applications

Aditya Mogadala Aditya Mogadala, Aneesh Sreevallabh Chivukula, C.S.R. Prabhu, L.M. Jenila Livingston, Rohit Ghosh

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Predictive Data Mining Models

David L. Olson David L. Olson, Desheng Wu

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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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Applied Data Mining

Guandong Xu Guandong Xu, Yu Zong, Zhenglu Yang

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Logo Recognition: Theory and Practice

Dan Chen Dan Chen, Jingying Chen, Lizhe Wang

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Web Recommendations Systems

K. C. Srikantaiah K. C. Srikantaiah, K. R. Venugopal, Sejal Santosh Nimbhorkar

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Representation Learning for Natural Language Processing

Maosong Sun Maosong Sun, Yankai Lin, Zhiyuan Liu

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Adaptive Resonance Theory in Social Media Data Clustering: Roles, Methodologies, and Applications

Ah-Hwee Tan Ah-Hwee Tan, Donald C. Wunsch II, Lei Meng

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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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Heterogeneous Graph Representation Learning and Applications

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

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Multivariate Statistics: Exercises and Solutions

Wolfgang Karl Härdle Wolfgang Karl Härdle, Zdeněk Hlávka

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Advances in Machine Learning and Data Mining for Astronomy

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Applied Machine Learning for Smart Data Analysis

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Computational Intelligence Applications in Business Intelligence and Big Data Analytics

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