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A survey of episode mining WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-11-28 Oualid Ouarem, Farid Nouioua, Philippe Fournier-Viger
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A survey of episode mining WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-11-28 Oualid Ouarem, Farid Nouioua, Philippe Fournier-Viger
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Multispectral data mining: A focus on remote sensing satellite images WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-11-22 Sin Liang Lim, Jaya Sreevalsan-Nair, B. S. Daya Sagar
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Deepfake detection using deep learning methods: A systematic and comprehensive review WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-11-20 Arash Heidari, Nima Jafari Navimipour, Hasan Dag, Mehmet Unal
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Evolution toward intelligent communications: Impact of deep learning applications on the future of 6G technology WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-11-07 Mohamed Abd Elaziz, Mohammed A. A. Al-qaness, Abdelghani Dahou, Saeed Hamood Alsamhi, Laith Abualigah, Rehab Ali Ibrahim, Ahmed A. Ewees
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Machine learning and blockchain technologies for cybersecurity in connected vehicles WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-09-19 Jameel Ahmad, Muhammad Umer Zia, Ijaz Haider Naqvi, Jawwad Nasar Chattha, Faran Awais Butt, Tao Huang, Wei Xiang
Future connected and autonomous vehicles (CAVs) must be secured against cyberattacks for their everyday functions on the road so that safety of passengers and vehicles can be ensured. This article presents a holistic review of cybersecurity attacks on sensors and threats regarding multi-modal sensor fusion. A comprehensive review of cyberattacks on intra-vehicle and inter-vehicle communications is
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A review on client selection models in federated learning WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-09-04 Monalisa Panigrahi, Sourabh Bharti, Arun Sharma
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A comprehensive survey of personal knowledge graphs WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-08-10 Prantika Chakraborty, Debarshi Kumar Sanyal
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Filter bubbles in recommender systems: Fact or fallacy—A systematic review WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-08-03 Qazi Mohammad Areeb, Mohammad Nadeem, Shahab Saquib Sohail, Raza Imam, Faiyaz Doctor, Yassine Himeur, Amir Hussain, Abbes Amira
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A white paper on good research practices in benchmarking: The case of cluster analysis WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-07-26 Iven Van Mechelen, Anne-Laure Boulesteix, Rainer Dangl, Nema Dean, Christian Hennig, Friedrich Leisch, Douglas Steinley, Matthijs J. Warrens
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A survey on artificial intelligence in pulmonary imaging WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-07-07 Punam K. Saha, Syed Ahmed Nadeem, Alejandro P. Comellas
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Sentiment analysis using fuzzy logic: A comprehensive literature review WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-06-20 Srishti Vashishtha, Vedika Gupta, Mamta Mittal
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A systematic review of Green AI WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-06-05 Roberto Verdecchia, June Sallou, Luís Cruz
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Research on mining software repositories to facilitate refactoring WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-05-22 Ally S. Nyamawe
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Use of artificial intelligence algorithms to predict systemic diseases from retinal images WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-05-16 Rehana Khan, Janani Surya, Maitreyee Roy, M. N. Swathi Priya, Sashwanthi Mohan, Sundaresan Raman, Akshay Raman, Abhishek Vyas, Rajiv Raman
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The benefits and dangers of using machine learning to support making legal predictions WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-05-11 John Zeleznikow
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Bias in human data: A feedback from social sciences WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-04-20 Savaş Takan, Duygu Ergün, Sinem Getir Yaman, Onur Kılınççeker
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A geometric framework for outlier detection in high-dimensional data WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-04-16 Moritz Herrmann, Florian Pfisterer, Fabian Scheipl
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A feature selection for video quality of experience modeling: A systematic literature review WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-04-03 Fatima Skaka - Čekić, Jasmina Baraković Husić
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Sports analytics review: Artificial intelligence applications, emerging technologies, and algorithmic perspective WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-03-21 Indrajeet Ghosh, Sreenivasan Ramasamy Ramamurthy, Avijoy Chakma, Nirmalya Roy
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DeepFixCX: Explainable privacy-preserving image compression for medical image analysis WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-03-11 Alex Gaudio, Asim Smailagic, Christos Faloutsos, Shreshta Mohan, Elvin Johnson, Yuhao Liu, Pedro Costa, Aurélio Campilho
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Unsupervised EHR-based phenotyping via matrix and tensor decompositions WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-03-05 Florian Becker, Age K. Smilde, Evrim Acar
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Interpretable and explainable machine learning: A methods-centric overview with concrete examples WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-02-28 Ričards Marcinkevičs, Julia E. Vogt
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Ethical issues when using digital biomarkers and artificial intelligence for the early detection of dementia WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-02-19 Elizabeth Ford, Richard Milne, Keegan Curlewis
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Privacy-preserving data mining and machine learning in healthcare: Applications, challenges, and solutions WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-01-24 Vankamamidi S. Naresh, Muthusamy Thamarai
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A review on multimodal zero-shot learning WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-01-20 Weipeng Cao, Yuhao Wu, Yixuan Sun, Haigang Zhang, Jin Ren, Dujuan Gu, Xingkai Wang
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A survey of online video advertising WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-01-18 Haijun Zhang, Xiangyu Mu, Han Yan, Lang Ren, Jianghong Ma
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Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-01-16 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
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Review of artificial intelligence-based question-answering systems in healthcare WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-01-10 Leona Cilar Budler, Lucija Gosak, Gregor Stiglic
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Towards federated learning: An overview of methods and applications WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-01-10 Paula Raissa Silva, João Vinagre, João Gama
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Remote patient monitoring using artificial intelligence: Current state, applications, and challenges WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2023-01-05 Thanveer Shaik, Xiaohui Tao, Niall Higgins, Lin Li, Raj Gururajan, Xujuan Zhou, U. Rajendra Acharya
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ExplainFix: Explainable spatially fixed deep networks WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-11-25 Alex Gaudio, Christos Faloutsos, Asim Smailagic, Pedro Costa, Aurélio Campilho
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Table understanding: Problem overview WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-11-21 Alexey Shigarov
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The role of AI for developing digital twins in healthcare: The case of cancer care WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-11-21 Rohit Kaul, Chinedu Ossai, Abdur Rahim Mohammad Forkan, Prem Prakash Jayaraman, John Zelcer, Stephen Vaughan, Nilmini Wickramasinghe
Digital twins, succinctly described as the digital representation of a physical object, is a concept that has emerged relatively recently with increasing application in the manufacturing industry. This article proposes the application of this concept to the healthcare domain to provide enhanced clinical decision support and enable more patient-centric, and simultaneously more precise and individualized
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Deep learning based image steganography: A review WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-11-17 Mohd Arif Wani, Bisma Sultan
A review of the deep learning based image steganography techniques is presented in this paper. For completeness, the recent traditional steganography techniques are also discussed briefly. The three key parameters (security, embedding capacity, and invisibility) for measuring the quality of an image steganographic technique are described. Various steganography techniques, with emphasis on the above
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Distributional regression modeling via generalized additive models for location, scale, and shape: An overview through a data set from learning analytics WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-10-21 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
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Automatic diagnosis of sleep apnea from biomedical signals using artificial intelligence techniques: Methods, challenges, and future works WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-10-11 Parisa Moridian, Afshin Shoeibi, Marjane Khodatars, Mahboobeh Jafari, Ram Bilas Pachori, Ali Khadem, Roohallah Alizadehsani, Sai Ho Ling
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Short-term photovoltaic power forecasting with adaptive stochastic configuration network ensemble WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-08-17 Xifeng Guo, Xinlu Wang, Yanshuang Ao, Wei Dai, Ye Gao
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On the application of machine learning in astronomy and astrophysics: A text-mining-based scientometric analysis WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-08-12 José-Víctor Rodríguez, Ignacio Rodríguez-Rodríguez, Wai Lok Woo
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Review of automated time series forecasting pipelines WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-08-09 Stefan Meisenbacher, Marian Turowski, Kaleb Phipps, Martin Rätz, Dirk Müller, Veit Hagenmeyer, Ralf Mikut
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A survey on artificial intelligence in histopathology image analysis WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-07-27 Mohammed M. Abdelsamea, Usama Zidan, Zakaria Senousy, Mohamed Medhat Gaber, Emad Rakha, Mohammad Ilyas
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Open source intelligence extraction for terrorism-related information: A review WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-07-07 Megha Chaudhary, Divya Bansal
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Corporate investment prediction using a weighted temporal graph neural network WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-07-05 Jianing Li, Xin Yao
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Epidemiological challenges in pandemic coronavirus disease (COVID-19): Role of artificial intelligence WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-06-28 Abhijit Dasgupta, Abhisek Bakshi, Srijani Mukherjee, Kuntal Das, Soumyajeet Talukdar, Pratyayee Chatterjee, Sagnik Mondal, Puspita Das, Subhrojit Ghosh, Archisman Som, Pritha Roy, Rima Kundu, Akash Sarkar, Arnab Biswas, Karnelia Paul, Sujit Basak, Krishnendu Manna, Chinmay Saha, Satinath Mukhopadhyay, Nitai P. Bhattacharyya, Rajat K. De
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Privacy protection in smart meters using homomorphic encryption: An overview WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-06-23 Zita Abreu, Lucas Pereira
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Data mining in predictive maintenance systems: A taxonomy and systematic review WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-06-22 Aurora Esteban, Amelia Zafra, Sebastián Ventura
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Taxonomy of machine learning paradigms: A data-centric perspective WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-06-03 Frank Emmert-Streib, Matthias Dehmer
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Machine intelligence in dynamical systems: \A state-of-art review WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-05-13 Arup Kumar Sahoo, Snehashish Chakraverty
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Critical review of bio-inspired data optimization techniques: An image steganalysis perspective WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-05-03 Anita Christaline Johnvictor, Austin Joe Amalanathan, Ramya Meghana Pariti Venkata, Nishtha Jethi
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Artificial intelligence for climate change adaptation WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-04-12 So-Min Cheong, Kris Sankaran, Hamsa Bastani
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A review on data fusion in multimodal learning analytics and educational data mining WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-04-05 Wilson Chango, Juan A. Lara, Rebeca Cerezo, Cristóbal Romero
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A review of bus arrival time prediction using artificial intelligence WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-04-03 Nisha Singh, Kranti Kumar
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Gaining insights in datasets in the shade of “garbage in, garbage out” rationale: Feature space distribution fitting WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-03-30 Gürol Canbek
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Review and data mining of linguistic studies of English modal verbs WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-03-29 Jianping Yu, Jilin Fu, Tana Bai, Xueping Xu
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Subgraph mining in a large graph: A review WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-03-08 Lam B. Q. Nguyen, Ivan Zelinka, Vaclav Snasel, Loan T. T. Nguyen, Bay Vo
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A survey on datasets for fairness-aware machine learning WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-03-03 Tai Le Quy, Arjun Roy, Vasileios Iosifidis, Wenbin Zhang, Eirini Ntoutsi
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Mining the online infosphere: A survey WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-02-28 Sayantan Adak, Souvic Chakraborty, Paramita Das, Mithun Das, Abhisek Dash, Rima Hazra, Binny Mathew, Punyajoy Saha, Soumya Sarkar, Animesh Mukherjee
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Machine learning in postgenomic biology and personalized medicine WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-01-24 Animesh Ray
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Data and text mining from online reviews: An automatic literature analysis WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-01-20 Sérgio Moro, Paulo Rita
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Methods and tools for causal discovery and causal inference WIREs Data Mining Knowl. Discov. (IF 7.8) Pub Date : 2022-01-19 Ana Rita Nogueira, Andrea Pugnana, Salvatore Ruggieri, Dino Pedreschi, João Gama