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Big data analytics in single-cell transcriptomics: Five grand opportunities WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2021-05-11 Namrata Bhattacharya, Colleen C. Nelson, Gaurav Ahuja, Debarka Sengupta
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A 2021 update on cancer image analytics with deep learning WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2021-04-22 Nikhil Cherian Kurian, Amit Sethi, Anil Reddy Konduru, Abhishek Mahajan, Swapnil Ulhas Rane
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Incorporating domain ontology information into clustering in heterogeneous networks WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2021-05-10 Yue Huang
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Automatic segmentation to characterize anthropometric parameters and cardiovascular indicators in children WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2021-05-03 Daniel Gustavo Goroso, Alvaro Fraga, Michel Macedo, Carla Fernanda de Miranda Rodrigues, Bruno Mendes de Oliveira Silva, William Tsutomu Watanabe, Diego Pereira da Silva, Robson Rodrigues da Silva, José Luis Puglisi, James Marcin, Madan Dharmar
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Multimodal sentimental analysis for social media applications: A comprehensive review WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2021-05-31 Ganesh Chandrasekaran, Tu N. Nguyen, Jude Hemanth D.
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Text-based question answering from information retrieval and deep neural network perspectives: A survey WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2021-05-24 Zahra Abbasiantaeb, Saeedeh Momtazi
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The development of regional smart energy systems in the World and China: The concepts, practices, and a new perspective WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2021-04-26 Yunlong Zhao, Linwei Ma, Zheng Li, Weidou Ni
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Data stream analysis: Foundations, major tasks and tools WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2021-03-02 Maroua Bahri, Albert Bifet, João Gama, Heitor Murilo Gomes, Silviu Maniu
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Review on publicly available datasets for educational data mining WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2021-02-19 Marian Cristian Mihaescu, Paul Stefan Popescu
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Time series analysis via network science: Concepts and algorithms WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2021-03-01 Vanessa Freitas Silva, Maria Eduarda Silva, Pedro Ribeiro, Fernando Silva
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Table understanding approaches for extracting knowledge from heterogeneous tables WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2021-03-28 Sara Bonfitto, Elena Casiraghi, Marco Mesiti
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Foundational ontologies, ontology-driven conceptual modeling, and their multiple benefits to data mining WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2021-03-24 Glenda Amaral, Fernanda Baião, Giancarlo Guizzardi
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Data mining for energy systems: Review and prospect WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2021-03-24 Wenxuan Liu, Junhua Zhao, Dianhui Wang
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A comprehensive review on updating concept lattices and its application in updating association rules WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2021-01-05 Ebtesam Shemis, Ammar Mohammed
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Predictive analysis of real‐time strategy games: A graph mining approach WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-12-08 Isam A. Alobaidi, Jennifer L. Leopold, Ali A. Allami, Nathan W. Eloe, Dustin Tanksley
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Introduction to neural network‐based question answering over knowledge graphs WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2021-02-01 Nilesh Chakraborty, Denis Lukovnikov, Gaurav Maheshwari, Priyansh Trivedi, Jens Lehmann, Asja Fischer
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Fuzzy rough sets and fuzzy rough neural networks for feature selection: A review WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2021-01-18 Wanting Ji, Yan Pang, Xiaoyun Jia, Zhongwei Wang, Feng Hou, Baoyan Song, Mingzhe Liu, Ruili Wang
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A historical perspective of explainable Artificial Intelligence WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-10-19 Roberto Confalonieri, Ludovik Coba, Benedikt Wagner, Tarek R. Besold
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A survey of biodiversity informatics: Concepts, practices, and challenges WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-11-02 Luiz M. R. Gadelha, Pedro C. de Siracusa, Eduardo Couto Dalcin, Luís Alexandre Estevão da Silva, Douglas A. Augusto, Eduardo Krempser, Helen Michelle Affe, Raquel Lopes Costa, Maria Luiza Mondelli, Pedro Milet Meirelles, Fabiano Thompson, Marcia Chame, Artur Ziviani, Marinez Ferreira de Siqueira
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Data mining privacy preserving: Research agenda WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-10-18 Inda Kreso, Amra Kapo, Lejla Turulja
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Predicting land surface temperature with geographically weighed regression and deep learning WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-11-03 Hongfei Jia, Dehe Yang, Weiping Deng, Qing Wei, Wenliang Jiang
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Privacy preserving classification over differentially private data WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-12-13 Ezgi Zorarpacı, Selma Ayşe Özel
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Predicting the ratings of Amazon products using Big Data WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-12-12 Jongwook Woo, Monika Mishra
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Smartphones for public transport planning and recommendation in developing countries—A review WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-11-13 Rohit Verma, Sandip Chakraborty
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Prediction model for recurrence of hepatocellular carcinoma after resection by using neighbor2vec based algorithms WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-11-12 Yuankui Cao, Junqing Fan, Hong Cao, Yunliang Chen, Jie Li, Jianxin Li, Simin Zhang
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Scholarly data mining: A systematic review of its applications WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-11-10 Amna Dridi, Mohamed Medhat Gaber, R. Muhammad Atif Azad, Jagdev Bhogal
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Dynamical algorithms for data mining and machine learning over dynamic graphs WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-11-03 Mostafa Haghir Chehreghani
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Combating disinformation in a social media age WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-08-15 Kai Shu, Amrita Bhattacharjee, Faisal Alatawi, Tahora H. Nazer, Kaize Ding, Mansooreh Karami, Huan Liu
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Smart city and resilient city: Differences and connections WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-09-01 Shiyao Zhu, Dezhi Li, Haibo Feng, Tiantian Gu, Kasun Hewage, Rehan Sadiq
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Uncertainty quantification for multilabel text classification WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-08-24 Wenshi Chen, Bowen Zhang, Mingyu Lu
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Expression of Concern: Wang, C., Zhang, Q., Liu, W., Liu, Y. & Miao, L. Facial feature discovery for ethnicity recognition. WIREs Data Mining Knowl. Discov. 9, e1278 (2019). https://doi.org/10.1002/widm.1278 WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-09-09
Expression of Concern: Wang, C., Zhang, Q., Liu, W., Liu, Y. & Miao, L. Facial feature discovery for ethnicity recognition. WIREs Data Mining Knowl. Discov. 9, e1278 (2019). https://doi.org/10.1002/widm.1278 This Expression of Concern is for the above article, published online on August 2, 2018 in Wiley Online Library (wileyonlinelibrary.com), and has been published by agreement between the journal
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Privacy preserving big data analytics: A critical analysis of state‐of‐the‐art WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-10-07 M. Ileas Pramanik, Raymond Y. K. Lau, Md Sakir Hossain, Md Mizanur Rahoman, Sumon Kumar Debnath, Md Golam Rashed, Md Zasim Uddin
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Predicting disease‐associated genes: Computational methods, databases, and evaluations WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-07-28 Ping Luo, Bolin Chen, Bo Liao, Fang‐Xiang Wu
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Automatic question generation WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-07-27 Mark Last, Guy Danon
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An overview of unsupervised drift detection methods WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-07-21 Rosana Noronha Gemaque, Albert França Josuá Costa, Rafael Giusti, Eulanda Miranda dos Santos
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The use of machine learning in sport outcome prediction: A review WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-06-30 Tomislav Horvat, Josip Job
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Interpretability of machine learning‐based prediction models in healthcare WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-06-29 Gregor Stiglic, Primoz Kocbek, Nino Fijacko, Marinka Zitnik, Katrien Verbert, Leona Cilar
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Data‐driven approach to application programming interface documentation mining: A review WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-06-29 Di Wu, Xiao‐Yuan Jing, Hongyu Zhang, Xiaohui Kong, Yu Xie, Zhiguo Huang
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Explainable artificial intelligence and machine learning: A reality rooted perspective WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-06-22 Frank Emmert‐Streib, Olli Yli‐Harja, Matthias Dehmer
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Knowledge discovery from remote sensing images: A review WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-05-22 Lizhe Wang, Jining Yan, Lin Mu, Liang Huang
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A survey of pattern mining in dynamic graphs WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-05-20 Philippe Fournier‐Viger, Ganghuan He, Chao Cheng, Jiaxuan Li, Min Zhou, Jerry Chun‐Wei Lin, Unil Yun
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Designing and deploying insurance recommender systems using machine learning WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-05-02 Maleeha Qazi, Kaya Tollas, Teja Kanchinadam, Joseph Bockhorst, Glenn Fung
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Publisher's Note: Wang, C., Zhang, Q., Liu, W., Liu, Y. & Miao, L. Facial feature discovery for ethnicity recognition. WIREs Data Mining Knowl. Discov. 9, e1278 (2019). https://doi.org/10.1002/widm.1278 WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-04-28
Wiley received notification of concern about whether the ethical requirements for human subject research were met in a study by Wang, C. and colleagues that was published in WIREs Data Mining Knowledge Discovery (Wang et al., 2019) on August 2, 2018. Study participants are reported to be from ethnic or religious minority groups, with some considered part of a vulnerable population. Wiley and the WIREs
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Temporal association rule mining: An overview considering the time variable as an integral or implied component WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-04-27 Alberto Segura‐Delgado, María José Gacto, Rafael Alcalá, Jesús Alcalá‐Fdez
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Role of sentiment analysis in social media security and analytics WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-03-29 Sanur Sharma, Anurag Jain
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A survey of digital circuit testing in the light of machine learning WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-03-29 Manjari Pradhan, Bhargab B. Bhattacharya
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Continuous authentication using biometrics: An advanced review WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-03-24 Gabriel Dahia, Leone Jesus, Maurício Pamplona Segundo
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Online streaming feature selection with incremental feature grouping WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-03-17 Noura Al Nuaimi, Mohammad M. Masud
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Learning decision trees through Monte Carlo tree search: An empirical evaluation WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-02-24 Cecília Nunes, Mathieu De Craene, Hélène Langet, Oscar Camara, Anders Jonsson
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A survey and taxonomy of adversarial neural networks for text‐to‐image synthesis WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-02-19 Jorge Agnese, Jonathan Herrera, Haicheng Tao, Xingquan Zhu
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A review of mammographic region of interest classification WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-02-18 Sena B. Yengec Tasdemir, Kasim Tasdemir, Zafer Aydin
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Data mining powered by the gene ontology WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-02-12 Prashanti Manda
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On the determinants of Uber accessibility and its spatial distribution: Evidence from Uber in Philadelphia WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-02-11 Sina Shokoohyar, Anae Sobhani, Saeed R. Ramezanpour Nargesi
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How to cheat the page limit WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-02-07 Wouter Duivesteijn, Sibylle Hess, Xin Du
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Design and analysis of computer experiments with quantitative and qualitative inputs: A selective review WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-02-05 Xiaoning Kang, Xinwei Deng
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Bias in data‐driven artificial intelligence systems—An introductory survey WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-02-03 Eirini Ntoutsi, Pavlos Fafalios, Ujwal Gadiraju, Vasileios Iosifidis, Wolfgang Nejdl, Maria‐Esther Vidal, Salvatore Ruggieri, Franco Turini, Symeon Papadopoulos, Emmanouil Krasanakis, Ioannis Kompatsiaris, Katharina Kinder‐Kurlanda, Claudia Wagner, Fariba Karimi, Miriam Fernandez, Harith Alani, Bettina Berendt, Tina Kruegel, Christian Heinze, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis,
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Forensic intelligence and the analytical process WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-01-27 Giles Oatley, Brendan Chapman, James Speers
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O‐MedAL: Online active deep learning for medical image analysis WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-01-27 Asim Smailagic, Pedro Costa, Alex Gaudio, Kartik Khandelwal, Mostafa Mirshekari, Jonathon Fagert, Devesh Walawalkar, Susu Xu, Adrian Galdran, Pei Zhang, Aurélio Campilho, Hae Young Noh
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Educational data mining and learning analytics: An updated survey WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2020-01-13 Cristobal Romero, Sebastian Ventura
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Healthcare 4.0: A review of frontiers in digital health WIREs Data Mining Knowl. Discov. (IF 4.476) Pub Date : 2019-12-25 Prem Prakash Jayaraman, Abdur Rahim Mohammad Forkan, Ahsan Morshed, Pari Delir Haghighi, Yong‐Bin Kang
Healthcare 4.0 is a term that has emerged recently and derived from Industry 4.0. Today, the health care sector is more digital than in past decades; for example, spreading from x‐rays and magnetic resonance imaging to computed tomography and ultrasound scans to electric medical records. With the wide spectrum of digital technologies underpinning Healthcare 4.0 to deliver more effective and efficient
Contents have been reproduced by permission of the publishers.
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