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ORCIDWIREs Data Mining and Knowledge Discovery, Volume 13
Volume 13, Number 1, January/February 2023
Overviews
- Fernando Marmolejo-Ramos
, Mauricio Tejo, Marek Brabec, Jakub Kuzilek, Srecko Joksimovic, Vitomir Kovanovic, Jorge González, Thomas Kneib, Peter Bühlmann, Lucas Kook, Guillermo Briseño-Sánchez, Raydonal Ospina:
Distributional regression modeling via generalized additive models for location, scale, and shape: An overview through a data set from learning analytics. - Alexey O. Shigarov:
Table understanding: Problem overview.
Focus Article
- Rohit Kaul, Chinedu I. Ossai, Abdur Rahim Mohammad Forkan, Prem Prakash Jayaraman, John Zelcer, Stephen Vaughan, Nilmini Wickramasinghe:
The role of AI for developing digital twins in healthcare: The case of cancer care.
Volume 13, Number 2, March/April 2023
Overviews
- Paula Raissa Silva, João Vinagre, João Gama:
Towards federated learning: An overview of methods and applications. - Haijun Zhang, Xiangyu Mu, Han Yan, Lang Ren, Jianghong Ma:
A survey of online video advertising.
Advanced Reviews
- Bernd Bischl, Martin Binder, Michel Lang, Tobias Pielok, Jakob Richter, Stefan Coors, Janek Thomas, Theresa Ullmann, Marc Becker, Anne-Laure Boulesteix, Difan Deng, Marius Lindauer:
Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges. - Weipeng Cao, Yuhao Wu, Yixuan Sun, Haigang Zhang, Jin Ren, Dujuan Gu, Xingkai Wang:
A review on multimodal zero-shot learning. - Leona Cilar Budler, Lucija Gosak, Gregor Stiglic:
Review of artificial intelligence-based question-answering systems in healthcare. - Vankamamidi Srinivasa Naresh, Muthusamy Thamarai:
Privacy-preserving data mining and machine learning in healthcare: Applications, challenges, and solutions. - Thanveer Shaik, Xiaohui Tao, Niall Higgins, Lin Li, Raj Gururajan, Xujuan Zhou, U. Rajendra Acharya:
Remote patient monitoring using artificial intelligence: Current state, applications, and challenges.
Focus Article
- Alex Gaudio, Christos Faloutsos, Asim Smailagic, Pedro Costa, Aurélio Campilho:
ExplainFix: Explainable spatially fixed deep networks.
Volume 13, Number 3, May/June 2023
Overview
- Ricards Marcinkevics, Julia E. Vogt:
Interpretable and explainable machine learning: A methods-centric overview with concrete examples.
Advanced Reviews
- Mohd Arif Wani, Bisma Sultan:
Deep learning based image steganography: A review. - Elizabeth Ford, Richard Milne, Keegan Curlewis:
Ethical issues when using digital biomarkers and artificial intelligence for the early detection of dementia. - Fatima Skaka-Cekic, Jasmina Barakovic Husic:
A feature selection for video quality of experience modeling: A systematic literature review.
Focus Article
- Moritz Herrmann, Florian Pfisterer, Fabian Scheipl:
A geometric framework for outlier detection in high-dimensional data.
Volume 13, Number 4, July/August 2023
Overviews
- Savas Takan, Duygu Ergün, Sinem Getir Yaman, Onur Kilinççeker:
Bias in human data: A feedback from social sciences. - Florian Becker, Age K. Smilde, Evrim Acar:
Unsupervised EHR-based phenotyping via matrix and tensor decompositions.
Advanced Reviews
- John Zeleznikow:
The benefits and dangers of using machine learning to support making legal predictions.
Focus Articles
- Alex Gaudio, Asim Smailagic, Christos Faloutsos, Shreshta Mohan, Elvin Johnson, Yuhao Liu, Pedro Costa, Aurélio Campilho:
DeepFixCX: Explainable privacy-preserving image compression for medical image analysis.
Systematic Reviews
- Roberto Verdecchia, June Sallou, Luis Cruz:
A systematic review of Green AI.
Volume 13, Number 5, September 2023
- Srishti Vashishtha, Vedika Gupta, Mamta Mittal:
Sentiment analysis using fuzzy logic: A comprehensive literature review. - Ally S. Nyamawe:
Research on mining software repositories to facilitate refactoring. - Rehana Khan, Janani Surya R, Maitreyee Roy, M. N. Swathi Priya, Sashwanthi Mohan, Sundaresan Raman, Akshay Raman, Abhishek Vyas, Rajiv Raman:
Use of artificial intelligence algorithms to predict systemic diseases from retinal images. - Indrajeet Ghosh, Sreenivasan Ramasamy Ramamurthy, Avijoy Chakma, Nirmalya Roy:
Sports analytics review: Artificial intelligence applications, emerging technologies, and algorithmic perspective.
Volume 13, Number 6, November 2023
- Monalisa Panigrahi, Sourabh Bharti, Arun Sharma:
A review on client selection models in federated learning. - Qazi Mohammad Areeb, Mohammad Nadeem, Shahab Saquib Sohail, Raza Imam, Faiyaz Doctor, Yassine Himeur, Amir Hussain, Abbes Amira:
Filter bubbles in recommender systems: Fact or fallacy - A systematic review. - Iven Van Mechelen, Anne-Laure Boulesteix, Rainer Dangl, Nema Dean, Christian Hennig, Friedrich Leisch, Douglas L. Steinley, Matthijs J. Warrens:
A white paper on good research practices in benchmarking: The case of cluster analysis. - Punam K. Saha, Syed Ahmed Nadeem, Alejandro P. Comellas:
A survey on artificial intelligence in pulmonary imaging. - Prantika Chakraborty, Debarshi Kumar Sanyal:
A comprehensive survey of personal knowledge graphs.
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