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WIREs Data Mining Knowl Discov
Impact Factor: 7.250

Machine Learning

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Critical insights into modern hyperspectral image applications through deep learning

Advanced Review
Garima Jaiswal, Arun Sharma, Sumit Kumar Yadav
Published Online: Jul 22 2021
DOI:10.1002/widm.1426

Abstract Full article on Wiley Online Library:   HTML | PDF
A survey on machine learning based light curve analysis for variable astronomical sources

Advanced Review
Ce Yu, Kun Li, Yanxia Zhang, Jian Xiao, Chenzhou Cui, Yihan Tao, Shanjiang Tang, Chao Sun, Chongke Bi
Published Online: Jul 04 2021
DOI:10.1002/widm.1425

Abstract Full article on Wiley Online Library:   HTML | PDF
Investigation of PM10 prediction utilizing data mining techniques: Analyze by topic

Overview
Krittakom Srijiranon, Narissara Eiamkanitchat, Sakgasit Ramingwong, Kenneth Cosh, Lachana Ramingwong
Published Online: Jun 30 2021
DOI:10.1002/widm.1423

Abstract Full article on Wiley Online Library:   HTML | PDF
Trending machine learning models in cyber‐physical building environment: A survey

Advanced Review
Nirmalya Roy, Zahid Hasan
Published Online: Jun 29 2021
DOI:10.1002/widm.1422

Abstract Full article on Wiley Online Library:   HTML | PDF
Text‐based question answering from information retrieval and deep neural network perspectives: A survey

Advanced Review
Zahra Abbasiantaeb, Saeedeh Momtazi
Published Online: May 24 2021
DOI:10.1002/widm.1412

Abstract Full article on Wiley Online Library:   HTML | PDF
Big data analytics in single‐cell transcriptomics: Five grand opportunities

Advanced Review
Namrata Bhattacharya, Colleen C. Nelson, Gaurav Ahuja, Debarka Sengupta
Published Online: May 11 2021
DOI:10.1002/widm.1414

Abstract Full article on Wiley Online Library:   HTML | PDF
Introduction to neural network‐based question answering over knowledge graphs

Overview
Nilesh Chakraborty, Denis Lukovnikov, Gaurav Maheshwari, Priyansh Trivedi, Jens Lehmann, Asja Fischer
Published Online: Feb 01 2021
DOI:10.1002/widm.1389

Abstract Full article on Wiley Online Library:   HTML | PDF
Fuzzy rough sets and fuzzy rough neural networks for feature selection: A review

Advanced Review
Wanting Ji, Yan Pang, Xiaoyun Jia, Zhongwei Wang, Feng Hou, Baoyan Song, Mingzhe Liu, Ruili Wang
Published Online: Jan 18 2021
DOI:10.1002/widm.1402

Abstract Full article on Wiley Online Library:   HTML | PDF
Predicting the ratings of Amazon products using Big Data

Advanced Review
Jongwook Woo, Monika Mishra
Published Online: Dec 12 2020
DOI:10.1002/widm.1400

Abstract Full article on Wiley Online Library:   HTML | PDF
Prediction model for recurrence of hepatocellular carcinoma after resection by using neighbor2vec based algorithms

Focus Article
Yuankui Cao, Junqing Fan, Hong Cao, Yunliang Chen, Jie Li, Jianxin Li, Simin Zhang
Published Online: Nov 12 2020
DOI:10.1002/widm.1390

Abstract Full article on Wiley Online Library:   HTML | PDF
Dynamical algorithms for data mining and machine learning over dynamic graphs

Advanced Review
Mostafa Haghir Chehreghani
Published Online: Nov 03 2020
DOI:10.1002/widm.1393

Abstract Full article on Wiley Online Library:   HTML | PDF
Predicting land surface temperature with geographically weighed regression and deep learning

Focus Article
Hongfei Jia, Dehe Yang, Weiping Deng, Qing Wei, Wenliang Jiang
Published Online: Nov 03 2020
DOI:10.1002/widm.1396

Abstract Full article on Wiley Online Library:   HTML | PDF
Predicting disease‐associated genes: Computational methods, databases, and evaluations

Advanced Review
Ping Luo, Bolin Chen, Bo Liao, Fang‐Xiang Wu
Published Online: Jul 28 2020
DOI:10.1002/widm.1383

Abstract Full article on Wiley Online Library:   HTML | PDF
An overview of unsupervised drift detection methods

Advanced Review
Rosana Noronha Gemaque, Albert França Josuá Costa, Rafael Giusti, Eulanda Miranda Santos
Published Online: Jul 21 2020
DOI:10.1002/widm.1381

Abstract Full article on Wiley Online Library:   HTML | PDF
The use of machine learning in sport outcome prediction: A review

Advanced Review
Tomislav Horvat, Josip Job
Published Online: Jun 30 2020
DOI:10.1002/widm.1380

Abstract Full article on Wiley Online Library:   HTML | PDF
Explainable artificial intelligence and machine learning: A reality rooted perspective

Opinion
Frank Emmert‐Streib, Olli Yli‐Harja, Matthias Dehmer
Published Online: Jun 22 2020
DOI:10.1002/widm.1368

Abstract Full article on Wiley Online Library:   HTML | PDF
Designing and deploying insurance recommender systems using machine learning

Focus Article
Glenn Fung, Joseph Bockhorst, Teja Kanchinadam, Kaya Tollas, Maleeha Qazi
Published Online: May 02 2020
DOI:10.1002/widm.1363

Abstract Full article on Wiley Online Library:   HTML | PDF
A survey of digital circuit testing in the light of machine learning

Advanced Review
Manjari Pradhan, Bhargab B. Bhattacharya
Published Online: Mar 29 2020
DOI:10.1002/widm.1360

Abstract Full article on Wiley Online Library:   HTML | PDF
Role of sentiment analysis in social media security and analytics

Advanced Review
Sanur Sharma, Anurag Jain
Published Online: Mar 29 2020
DOI:10.1002/widm.1366

Abstract Full article on Wiley Online Library:   HTML | PDF
Continuous authentication using biometrics: An advanced review

Advanced Review
Gabriel Dahia, Leone Jesus, Maurício Pamplona Segundo
Published Online: Mar 24 2020
DOI:10.1002/widm.1365

Abstract Full article on Wiley Online Library:   HTML | PDF
Online streaming feature selection with incremental feature grouping

Focus Article
Mohammad M. Masud, Noura Al Nuaimi
Published Online: Mar 17 2020
DOI:10.1002/widm.1364

Abstract Full article on Wiley Online Library:   HTML | PDF
A review of mammographic region of interest classification

Advanced Review
Sena B. Yengec Tasdemir, Kasim Tasdemir, Zafer Aydin
Published Online: Feb 18 2020
DOI:10.1002/widm.1357

Abstract Full article on Wiley Online Library:   HTML | PDF
O‐MedAL: Online active deep learning for medical image analysis

UPDATE
Hae Young Noh, Aurélio Campilho, Pei Zhang, Adrian Galdran, Susu Xu, Devesh Walawalkar, Jonathon Fagert, Mostafa Mirshekari, Kartik Khandelwal, Alex Gaudio, Pedro Costa, Asim Smailagic
Published Online: Jan 27 2020
DOI:10.1002/widm.1353

Abstract Full article on Wiley Online Library:   HTML | PDF
An enhanced feature‐based sentiment analysis approach

Focus Article
Tarek F. Gharib, Nagwa L. Badr, Nivin A. Helal, Nagwa M. K. Saeed
Published Online: Dec 20 2019
DOI:10.1002/widm.1347

Abstract Full article on Wiley Online Library:   HTML | PDF
Surveying the reach and maturity of machine learning and artificial intelligence in astronomy

Advanced Review
Christopher J. Fluke, Colin Jacobs
Published Online: Dec 19 2019
DOI:10.1002/widm.1349

Abstract Full article on Wiley Online Library:   HTML | PDF
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