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WIREs Data Mining Knowl Discov
Impact Factor: 4.476

Machine Learning

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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 02 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 19 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
Monika Mishra, Jongwook Woo
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
Maurício Pamplona Segundo, Leone Jesus, Gabriel Dahia
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
Noura Al Nuaimi, Mohammad M. Masud
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
Nagwa M. K. Saeed, Nivin A. Helal, Nagwa L. Badr, Tarek F. Gharib
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
Blockchain for explainable and trustworthy artificial intelligence

Focus Article
Davor Svetinovic, Muhammad Habib ur Rehman, Khaled Salah, Mohamed Nassar
Published Online: Oct 17 2019
DOI:10.1002/widm.1340

Abstract Full article on Wiley Online Library:   HTML | PDF
Cable joint fault detection for the ring main unit based on an adaptive TNPE algorithm

Focus Article
Lei Tan, Peng Li, Fei Tao, Aimin Miao, Min Cao
Published Online: Oct 15 2019
DOI:10.1002/widm.1336

Abstract Full article on Wiley Online Library:   HTML | PDF
Core‐sets: An updated survey

Advanced Review
Dan Feldman
Published Online: Oct 01 2019
DOI:10.1002/widm.1335

Abstract Full article on Wiley Online Library:   HTML | PDF
Benchmarking in classification and regression

Overview
Frank Hoffmann, Torsten Bertram, Ralf Mikut, Markus Reischl, Oliver Nelles
Published Online: Jun 18 2019
DOI:10.1002/widm.1318

Abstract Full article on Wiley Online Library:   HTML | PDF
Fuzzy trees and forests—Review

Advanced Review
Zenon A. Sosnowski, Łukasz Gadomer
Published Online: Jun 17 2019
DOI:10.1002/widm.1316

Abstract Full article on Wiley Online Library:   HTML | PDF
Subgroup identification for precision medicine: A comparative review of 13 methods

Advanced Review
Wei‐Yin Loh, Luxi Cao, Peigen Zhou
Published Online: Jun 09 2019
DOI:10.1002/widm.1326

Abstract Full article on Wiley Online Library:   HTML | PDF
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