Frontiers in Big Data | Data Mining and Management

Original Research

Published on 16 Jan 2023

Sharing social media data: The role of past experiences, attitudes, norms, and perceived behavioral control

in Data Mining and Management

Esra Akdeniz
Kerrin Emilia Borschewski
Johannes Breuer
Yevhen Voronin

Frontiers in Big Data

doi 10.3389/fdata.2022.971974

4,954 views
4 citations

Original Research

Published on 04 Jan 2023

Fair classification via domain adaptation: A dual adversarial learning approach

in Data Mining and Management

Yueqing Liang
Canyu Chen
Tian Tian
Kai Shu

Frontiers in Big Data

doi 10.3389/fdata.2022.1049565

3,172 views
4 citations

Brief Research Report

Published on 05 Dec 2022

Exploring the use of topological data analysis to automatically detect data quality faults

in Data Mining and Management

M. Eduard Tudoreanu

Frontiers in Big Data

doi 10.3389/fdata.2022.931398

2,360 views

Review

Published on 02 Dec 2022

Natural and Artificial Dynamics in Graphs: Concept, Progress, and Future

in Data Mining and Management

Dongqi Fu
Jingrui He

Frontiers in Big Data

doi 10.3389/fdata.2022.1062637

2,781 views
3 citations

Original Research

Published on 17 Nov 2022

Modern Hopfield Networks for graph embedding

in Data Mining and Management

Yuchen Liang
Dmitry Krotov
Mohammed J. Zaki

Frontiers in Big Data

doi 10.3389/fdata.2022.1044709

4,265 views
2 citations

Original Research

Published on 07 Nov 2022

Spatial data analysis for intelligent buildings: Awareness of context and data uncertainty

in Data Mining and Management

Huan Li
Tiantian Liu
Harry Kai-Ho Chan
Hua Lu

Frontiers in Big Data

doi 10.3389/fdata.2022.1049198

2,379 views
2 citations

Original Research

Published on 03 Nov 2022

Dynamic transfer learning with progressive meta-task scheduler

in Data Mining and Management

Jun Wu
Jingrui He

Frontiers in Big Data

doi 10.3389/fdata.2022.1052972

1,870 views

Perspective

Published on 21 Oct 2022

Real-world data mining meets clinical practice: Research challenges and perspective

in Data Mining and Management

Federica Mandreoli
Davide Ferrari
Veronica Guidetti
Federico Motta
Paolo Missier

Frontiers in Big Data

doi 10.3389/fdata.2022.1021621

5,005 views
11 citations

Original Research

Published on 08 Sep 2022

MetaOntology: Toward developing an ontology for the metaverse

in Data Mining and Management

Bilal Abu-Salih

Frontiers in Big Data

doi 10.3389/fdata.2022.998648

5,490 views
16 citations

Review

Published on 19 Aug 2022

Toward data lakes as central building blocks for data management and analysis

in Data Mining and Management

Philipp Wieder
Hendrik Nolte

Frontiers in Big Data

doi 10.3389/fdata.2022.945720

9,592 views
10 citations

Mini Review

Published on 18 Aug 2022

Past efforts in determining suitable normalization methods for multi-criteria decision-making: A short survey

in Data Mining and Management

Anath Rau Krishnan

Frontiers in Big Data

doi 10.3389/fdata.2022.990699

2,345 views
5 citations

Original Research

Published on 03 Aug 2022

Do we behave differently on Twitter and Facebook: Multi-view social network user personality profiling for content recommendation

in Data Mining and Management

Qi Yang
Aleksandr Farseev
Sergey Nikolenko
Andrey Filchenkov

Frontiers in Big Data

doi 10.3389/fdata.2022.931206

4,348 views
3 citations

Original Research

Published on 01 Aug 2022

Repeatable enhancement of healthcare data with social determinants of health

in Data Mining and Management

Melody L. Greer
Cilia E. Zayas
Sudeepa Bhattacharyya

Frontiers in Big Data

doi 10.3389/fdata.2022.894598

3,041 views
2 citations

Methods

Published on 22 Jun 2022

Significant Subgraph Detection in Multi-omics Networks for Disease Pathway Identification

in Data Mining and Management

Mohamed Abdel-Hafiz
Mesbah Najafi
Shahab Helmi
Katherine A. Pratte
Yonghua Zhuang
Weixuan Liu
Katerina J. Kechris
Russell P. Bowler
Leslie Lange
Farnoush Banaei-Kashani

Frontiers in Big Data

doi 10.3389/fdata.2022.894632

2,689 views
3 citations

Original Research

Published on 21 Jun 2022

Causal Inference in the Presence of Interference in Sponsored Search Advertising

in Data Mining and Management

Razieh Nabi
Joel Pfeiffer
Denis Charles
Emre Kıcıman

Frontiers in Big Data

doi 10.3389/fdata.2022.888592

3,523 views
6 citations

Editorial

Published on 25 May 2022

Editorial: User Modeling and Recommendations

in Data Mining and Management

Denis Helic
Ujwal Gadiraju
Marko Tkalcic

Frontiers in Big Data

doi 10.3389/fdata.2022.923397

2,193 views
1 citation

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Articles

Sharing social media data: The role of past experiences, attitudes, norms, and perceived behavioral control

Fair classification via domain adaptation: A dual adversarial learning approach

Exploring the use of topological data analysis to automatically detect data quality faults

Natural and Artificial Dynamics in Graphs: Concept, Progress, and Future

Modern Hopfield Networks for graph embedding

Spatial data analysis for intelligent buildings: Awareness of context and data uncertainty

Dynamic transfer learning with progressive meta-task scheduler

Real-world data mining meets clinical practice: Research challenges and perspective

MetaOntology: Toward developing an ontology for the metaverse

Toward data lakes as central building blocks for data management and analysis

Past efforts in determining suitable normalization methods for multi-criteria decision-making: A short survey

Do we behave differently on Twitter and Facebook: Multi-view social network user personality profiling for content recommendation

Repeatable enhancement of healthcare data with social determinants of health

Significant Subgraph Detection in Multi-omics Networks for Disease Pathway Identification

Causal Inference in the Presence of Interference in Sponsored Search Advertising

Editorial: User Modeling and Recommendations