default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
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.
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-12-13 19:01 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
