Works in WIREs: Data Mining & Knowledge Discovery, 2025, Vol 15, Issue 2

Results: 26

The Role of Causality in Explainable Artificial Intelligence.

Published in:

WIREs: Data Mining & Knowledge Discovery, 2025, v. 15, n. 2, p. 1, doi. 10.1002/widm.70015

By:

Carloni, Gianluca;
Berti, Andrea;
Colantonio, Sara

Publication type:

Article

A Systematic Survey of Graph Convolutional Networks for Artificial Intelligence Applications.

Published in:

WIREs: Data Mining & Knowledge Discovery, 2025, v. 15, n. 2, p. 1, doi. 10.1002/widm.70012

By:

Sadasivan, Amutha;
Gananathan, Kavipriya;
Pal Nesamony Rose Mary, Joe Dhanith;
Balasubramanian, Surendiran

Publication type:

Article

Transforming Disaster Risk Reduction With AI and Big Data: Legal and Interdisciplinary Perspectives.

Published in:

WIREs: Data Mining & Knowledge Discovery, 2025, v. 15, n. 2, p. 1, doi. 10.1002/widm.70011

By:

Chun, Kwok P.;
Octavianti, Thanti;
Dogulu, Nilay;
Tyralis, Hristos;
Papacharalampous, Georgia;
Rowberry, Ryan;
Fan, Pingyu;
Everard, Mark;
Francesch‐Huidobro, Maria;
Migliari, Wellington;
Hannah, David M.;
Marshall, John Travis;
Calasanz, Rafael Tolosana;
Staddon, Chad;
Ansharyani, Ida;
Dieppois, Bastien;
Lewis, Todd R.;
Ponce, Juli;
Ibrean, Silvia;
Ferreira, Tiago Miguel

Publication type:

Article

A Comprehensive Review on Data‐Driven Methods of Lithium‐Ion Batteries State‐of‐Health Forecasting.

Published in:

WIREs: Data Mining & Knowledge Discovery, 2025, v. 15, n. 2, p. 1, doi. 10.1002/widm.70009

By:

Pham, Thien;
Bui, Hung;
Nguyen, Mao;
Pham, Quang;
Vu, Vinh;
Le, Triet;
Quan, Tho

Publication type:

Article

An Overview of Heterogeneous Social Network Analysis.

Published in:

WIREs: Data Mining & Knowledge Discovery, 2025, v. 15, n. 2, p. 1, doi. 10.1002/widm.70028

By:

Singh, Deepti;
Verma, Ankita

Publication type:

Article

Vehicle Damage Detection Using Artificial Intelligence: A Systematic Literature Review.

Published in:

WIREs: Data Mining & Knowledge Discovery, 2025, v. 15, n. 2, p. 1, doi. 10.1002/widm.70027

By:

Hasan, Md Jahid;
Nguyen, Cong Kha;
Boo, Yee Ling;
Jahani, Hamed;
Ong, Kok‐Leong

Publication type:

Article

Advances in Feature Selection Using Memetic Algorithms: A Comprehensive Review.

Published in:

WIREs: Data Mining & Knowledge Discovery, 2025, v. 15, n. 2, p. 1, doi. 10.1002/widm.70026

By:

Reddy, Keerthi Gabbi;
Mishra, Deepasikha

Publication type:

Article

Artificial Intelligence‐Based Waste Management: A Review of Classification, Techniques, Issues, and Challenges.

Published in:

WIREs: Data Mining & Knowledge Discovery, 2025, v. 15, n. 2, p. 1, doi. 10.1002/widm.70025

By:

Yevle, Dhanashree Vipul;
Mann, Palvinder Singh

Publication type:

Article

Exploring Causal Learning Through Graph Neural Networks: An In‐Depth Review.

Published in:

WIREs: Data Mining & Knowledge Discovery, 2025, v. 15, n. 2, p. 1, doi. 10.1002/widm.70024

By:

Job, Simi;
Tao, Xiaohui;
Cai, Taotao;
Xie, Haoran;
Li, Lin;
Li, Qing;
Yong, Jianming

Publication type:

Article

Geospatial Data Clustering in Network Space: A Survey.

Published in:

WIREs: Data Mining & Knowledge Discovery, 2025, v. 15, n. 2, p. 1, doi. 10.1002/widm.70023

By:

Nguyen, Loan T. T.;
Nguyen, Trang T. D.;
Bui, Quang‐Thinh;
Vo, Bay

Publication type:

Article

Weak Supervision: A Survey on Predictive Maintenance.

Published in:

WIREs: Data Mining & Knowledge Discovery, 2025, v. 15, n. 2, p. 1, doi. 10.1002/widm.70022

By:

Martínez‐Heredia, Antonio M.;
Ventura, Sebastián

Publication type:

Article

The "Curious Case of Contexts" in Retrieval‐Augmented Generation With a Combination of Labeled and Unlabeled Data.

Published in:

WIREs: Data Mining & Knowledge Discovery, 2025, v. 15, n. 2, p. 1, doi. 10.1002/widm.70021

By:

Santra, Payel;
Ghosh, Madhusudan;
Ganguly, Debasis;
Basuchowdhuri, Partha;
Naskar, Sudip Kumar

Publication type:

Article

A Survey on Causal Inference‐Driven Data Bias Optimization in Recommendation Systems: Principles, Opportunities and Challenges.

Published in:

WIREs: Data Mining & Knowledge Discovery, 2025, v. 15, n. 2, p. 1, doi. 10.1002/widm.70020

By:

Li, Yongkang;
Zhu, Xingyu;
Wu, Yuheng;
Zhao, Wenxu;
Xia, Xiaona

Publication type:

Article

Long Document Classification in the Transformer Era: A Survey on Challenges, Advances, and Open Issues.

Published in:

WIREs: Data Mining & Knowledge Discovery, 2025, v. 15, n. 2, p. 1, doi. 10.1002/widm.70019

By:

Alva Principe, Renzo;
Chiarini, Nicola;
Viviani, Marco

Publication type:

Article

Unveiling Explainable AI in Healthcare: Current Trends, Challenges, and Future Directions.

Published in:

WIREs: Data Mining & Knowledge Discovery, 2025, v. 15, n. 2, p. 1, doi. 10.1002/widm.70018

By:

Noor, Abdul Aziz;
Manzoor, Awais;
Mazhar Qureshi, Muhammad Deedahwar;
Qureshi, M. Atif;
Rashwan, Wael

Publication type:

Article

Review on Information Fusion‐Based Data Mining for Improving Complex Anomaly Detection.

Published in:

WIREs: Data Mining & Knowledge Discovery, 2025, v. 15, n. 2, p. 1, doi. 10.1002/widm.70017

By:

Moldovan, Sorin‐Claudiu;
Iantovics, Laszlo Barna

Publication type:

Article

AI‐Assisted Literature Review: Integrating Visualization and Geometric Features for Insightful Analysis.

Published in:

WIREs: Data Mining & Knowledge Discovery, 2025, v. 15, n. 2, p. 1, doi. 10.1002/widm.70016

By:

Papageorgiou, Grigorios;
Skamnia, Ekaterini;
Economou, Polychronis

Publication type:

Article

A Brief Review on Benchmarking for Large Language Models Evaluation in Healthcare.

Published in:

WIREs: Data Mining & Knowledge Discovery, 2025, v. 15, n. 2, p. 1, doi. 10.1002/widm.70010

By:

Budler, Leona Cilar;
Chen, Hongyu;
Chen, Aokun;
Topaz, Maxim;
Tam, Wilson;
Bian, Jiang;
Stiglic, Gregor

Publication type:

Article

Neuromorphic Computing and Applications: A Topical Review.

Published in:

WIREs: Data Mining & Knowledge Discovery, 2025, v. 15, n. 2, p. 1, doi. 10.1002/widm.70014

By:

Enuganti, Pavan Kumar;
Sen Bhattacharya, Basabdatta;
Serrano Gotarredona, Teresa;
Rhodes, Oliver

Publication type:

Article

Algorithmic Profiling and Facial Recognition in EU Border Control: Examining ETIAS Decision‐Making, Privacy and Law.

Published in:

WIREs: Data Mining & Knowledge Discovery, 2025, v. 15, n. 2, p. 1, doi. 10.1002/widm.70013

By:

Thommandru, Abhishek;
Mone, Varda;
Shokhijakhon, Fayzulloyev;
Mirzayev, Giyosbek

Publication type:

Article

How AI Contributes to Poverty Alleviation: A Systematic Literature Review.

Published in:

WIREs: Data Mining & Knowledge Discovery, 2025, v. 15, n. 2, p. 1, doi. 10.1002/widm.70003

By:

Ghazinoory, Sepehr;
Pahlavanian, Mercedeh;
Fatemi, Mehdi;
Parvin, Fatemeh;
Ahad Bhat, Sayna

Publication type:

Article

Optimizing Intrusion Detection for IoT: A Systematic Review of Machine Learning and Deep Learning Approaches With Feature Selection and Data Balancing.

Published in:

WIREs: Data Mining & Knowledge Discovery, 2025, v. 15, n. 2, p. 1, doi. 10.1002/widm.70008

By:

Mallidi, S. Kumar Reddy;
Ramisetty, Rajeswara Rao

Publication type:

Article

Application of Wavelet Transformation and Artificial Intelligence Techniques in Healthcare: A Systemic Review.

Published in:

WIREs: Data Mining & Knowledge Discovery, 2025, v. 15, n. 2, p. 1, doi. 10.1002/widm.70007

By:

Shuvo, Samiul Based;
Alam, Syed Samiul;
Ayman, Syeda Umme;
Chakma, Arbil;
Salvi, Massimo;
Seoni, Silvia;
Barua, Prabal Datta;
Molinari, Filippo;
Acharya, U. Rajendra

Publication type:

Article

Mapping the Landscape of Personalization: A Comprehensive Review of Prediction and Trends in Recommendation Systems.

Published in:

WIREs: Data Mining & Knowledge Discovery, 2025, v. 15, n. 2, p. 1, doi. 10.1002/widm.70006

By:

Sachdeva, Tamanna;
Goyal, Lalit Mohan;
Mittal, Mamta

Publication type:

Article

A Systematic Review on Process Mining for Curricular Analysis.

Published in:

WIREs: Data Mining & Knowledge Discovery, 2025, v. 15, n. 2, p. 1, doi. 10.1002/widm.70005

By:

Calegari, Daniel;
Delgado, Andrea

Publication type:

Article

Issue Information.

Published in:: WIREs: Data Mining & Knowledge Discovery, 2025, v. 15, n. 2, p. 1, doi. 10.1002/widm.1543
Publication type:: Article