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Data mining

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Efficient Secure Two-Party Protocols: Techniques and Constructions

Carmit Hazay Carmit Hazay, Yehuda Lindell

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Advances in Graph Neural Networks

Cheng Yang Cheng Yang, Chuan Shi, Xiao Wang

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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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Introduction to Bio-Ontologies

Peter N. Robinson Peter N. Robinson, Sebastian Bauer

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Personalized Privacy Protection in Big Data

Lei Cui Lei Cui, Shui Yu, Youyang Qu

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Internet-Scale Pattern Recognition: New Techniques for Voluminous Data Sets and Data Clouds

Anang Muhamad Amin Anang Muhamad Amin, Assad Khan, Benny Nasution

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Spectral Feature Selection for Data Mining

Huan Liu Huan Liu, Zheng Alan Zhao

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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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Adaptive Business Intelligence

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

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Advances in Machine Learning and Data Mining for Astronomy

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Data Mining in Biomedical Imaging, Signaling, and Systems

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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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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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Predictive Data Mining Models

David L. Olson David L. Olson, Desheng Wu

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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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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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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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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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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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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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Music Emotion Recognition

Homer H. Chen Homer H. Chen, Yi-Hsuan Yang

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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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Proximity and Epidata: Attributes and Meaning Modification

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

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Spatial Data Mining: Theory and Application

Deren Li Deren Li, Deyi Li, Shuliang Wang

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Artificial Neural Networks : A Practical Course

Danilo Hernane Spatti Danilo Hernane Spatti, Ivan Nunes da Silva, Luisa Helena Bartocci Liboni, Rogerio Andrade Flauzino, Silas Franco dos Reis Alves

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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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Reality Mining: Using Big Data to Engineer a Better World

Kate Greene Kate Greene, Nathan Eagle

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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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Big Data and Computational Intelligence in Networking

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Data Analytics Applications in Latin America and Emerging Economies

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