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WIREs Data Mining Knowl Discov
Impact Factor: 4.476

Technologies

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Big data analytics in single‐cell transcriptomics: Five grand opportunities

Advanced Review
Namrata Bhattacharya, Colleen C. Nelson, Gaurav Ahuja, Debarka Sengupta
Published Online: May 12 2021
DOI:10.1002/widm.1414

Abstract Full article on Wiley Online Library:   HTML | PDF
Incorporating domain ontology information into clustering in heterogeneous networks

Focus Article
Yue Huang
Published Online: May 10 2021
DOI:10.1002/widm.1413

Abstract Full article on Wiley Online Library:   HTML | PDF
A 2021 update on cancer image analytics with deep learning

Advanced Review
Nikhil Cherian Kurian, Amit Sethi, Anil Reddy Konduru, Abhishek Mahajan, Swapnil Ulhas Rane
Published Online: Apr 23 2021
DOI:10.1002/widm.1410

Abstract Full article on Wiley Online Library:   HTML | PDF
Table understanding approaches for extracting knowledge from heterogeneous tables

Overview
Sara Bonfitto, Elena Casiraghi, Marco Mesiti
Published Online: Mar 29 2021
DOI:10.1002/widm.1407

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

Abstract Full article on Wiley Online Library:   HTML | PDF
A comprehensive review on updating concept lattices and its application in updating association rules

Advanced Review
Ebtesam Shemis, Ammar Mohammed
Published Online: Jan 05 2021
DOI:10.1002/widm.1401

Abstract Full article on Wiley Online Library:   HTML | PDF
Privacy preserving classification over differentially private data

Advanced Review
Ezgi Zorarpacı, Selma Ayşe Özel
Published Online: Dec 13 2020
DOI:10.1002/widm.1399

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
Predictive analysis of real‐time strategy games: A graph mining approach

Advanced Review
Isam A. Alobaidi, Jennifer L. Leopold, Ali A. Allami, Nathan W. Eloe, Dustin Tanksley
Published Online: Dec 08 2020
DOI:10.1002/widm.1398

Abstract Full article on Wiley Online Library:   HTML | PDF
Smartphones for public transport planning and recommendation in developing countries—A review

Overview
Rohit Verma, Sandip Chakraborty
Published Online: Nov 13 2020
DOI:10.1002/widm.1397

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
A historical perspective of explainable Artificial Intelligence

Overview
Roberto Confalonieri, Ludovik Coba, Benedikt Wagner, Tarek R. Besold
Published Online: Oct 19 2020
DOI:10.1002/widm.1391

Abstract Full article on Wiley Online Library:   HTML | PDF
Smart city and resilient city: Differences and connections

Overview
Shiyao Zhu, Dezhi Li, Haibo Feng, Tiantian Gu, Kasun Hewage, Rehan Sadiq
Published Online: Sep 01 2020
DOI:10.1002/widm.1388

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
Knowledge discovery from remote sensing images: A review

Advanced Review
Lizhe Wang, Jining Yan, Lin Mu, Liang Huang
Published Online: May 22 2020
DOI:10.1002/widm.1371

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

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

Abstract Full article on Wiley Online Library:   HTML | PDF
Temporal association rule mining: An overview considering the time variable as an integral or implied component

Overview
Jesús Alcalá‐Fdez, Rafael Alcalá, María José Gacto, Alberto Segura‐Delgado
Published Online: Apr 27 2020
DOI:10.1002/widm.1367

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
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