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ORCIDWiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Volume 10
Volume 10, Number 1, January 2020
- Witold Pedrycz:
The benefits and drawbacks of data mining technologies.
- Zhongmei Han, Jiyi Wu, Changqin Huang
, Qionghao Huang, Meihua Zhao:
A review on sentiment discovery and analysis of educational big-data. - Assefaw H. Gebremedhin, Andrea Walther:
An introduction to algorithmic differentiation.
- Javier Bravo Agapito, Claire Frances Bonilla, Isaac Seoane:
Data mining in foreign language learning. - Chiara Zucco, Barbara Calabrese, Giuseppe Agapito, Pietro Hiram Guzzi, Mario Cannataro:
Sentiment analysis for mining texts and social networks data: Methods and tools. - Mihrimah Özmen, Emel Kizilkaya Aydogan, Yilmaz Delice, Mehmet Duran Toksari:
Churn prediction in Turkey's telecommunications sector: A proposed multiobjective-cost-sensitive ant colony optimization. - Dan Feldman:
Core-sets: An updated survey.
- Lihong He, Chao Han, Arjun Mukherjee, Zoran Obradovic, Eduard C. Dragut:
On the dynamics of user engagement in news comment media. - Lei Tan, Peng Li, Fei Tao, Aimin Miao, Min Cao:
Cable joint fault detection for the ring main unit based on an adaptive TNPE algorithm. - Mohamed Nassar, Khaled Salah, Muhammad Habib Ur Rehman, Davor Svetinovic:
Blockchain for explainable and trustworthy artificial intelligence.
Volume 10, Number 2, March 2020
- Ricardo J. G. B. Campello, Peer Kröger, Jörg Sander, Arthur Zimek:
Density-based clustering.
- Hanqing Hu, Mehmed M. Kantardzic, Tegjyot Singh Sethi:
No Free Lunch Theorem for concept drift detection in streaming data classification: A review. - Prem Prakash Jayaraman, Abdur Rahim Mohammad Forkan, Ahsan Morshed, Pari Delir Haghighi, Yong-Bin Kang:
Healthcare 4.0: A review of frontiers in digital health.
- Albrecht Zimmermann:
Method evaluation, parameterization, and result validation in unsupervised data mining: A critical survey. - Eirini Papagiannopoulou, Grigorios Tsoumakas:
A review of keyphrase extraction. - Christopher J. Fluke, Colin Jacobs:
Surveying the reach and maturity of machine learning and artificial intelligence in astronomy.
- Nagwa M. K. Saeed, Nivin A. Helal, Nagwa L. Badr, Tarek F. Gharib:
An enhanced feature-based sentiment analysis approach. - Roumen K. Kountchev, Barna László Iantovics, Roumiana A. Kountcheva:
Hierarchical third-order tensor decomposition through inverse difference pyramid based on the three-dimensional Walsh-Hadamard transform with applications in data mining.
- Facial feature discovery for ethnicity recognition.
Volume 10, Number 3, May 2020
- Wouter Duivesteijn, Sibylle Hess, Xin Du:
How to cheat the page limit.
- 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 Fernández, Harith Alani, Bettina Berendt, Tina Kruegel, Christian Heinze, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab:
Bias in data-driven artificial intelligence systems - An introductory survey. - Cristóbal Romero, Sebastián Ventura:
Educational data mining and learning analytics: An updated survey.
- Gaurav Mohindru, Koushik Mondal, Haider Banka:
Internet of Things and data analytics: A current review. - Kiarash Diba, Kimon Batoulis, Matthias Weidlich, Mathias Weske:
Extraction, correlation, and abstraction of event data for process mining. - Giles Oatley, Brendan Chapman, James Speers:
Forensic intelligence and the analytical process. - Xiaoning Kang, Xinwei Deng:
Design and analysis of computer experiments with quantitative and qualitative inputs: A selective review.
- Cecília Nunes, Mathieu De Craene, Hélène Langet, Oscar Camara, Anders Jonsson:
Learning decision trees through Monte Carlo tree search: An empirical evaluation. - Prashanti Manda:
Data mining powered by the gene ontology.
Volume 10, Number 4, July 2020
- 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:
O-MedAL: Online active deep learning for medical image analysis.
- Alberto Segura-Delgado, María José Gacto, Rafael Alcalá, Jesús Alcalá-Fdez:
Temporal association rule mining: An overview considering the time variable as an integral or implied component.
- Jorge Agnese, Jonathan Herrera, Haicheng Tao, Xingquan Zhu:
A survey and taxonomy of adversarial neural networks for text-to-image synthesis. - Gabriel Dahia, Leone Jesus, Maurício Pamplona Segundo:
Continuous authentication using biometrics: An advanced review. - Sina Shokoohyar, Anae Sobhani, Saeed R. Ramezanpour Nargesi:
On the determinants of Uber accessibility and its spatial distribution: Evidence from Uber in Philadelphia.
- Noura H. Al Nuaimi, Mohammad M. Masud:
Online streaming feature selection with incremental feature grouping. - Maleeha Qazi, Kaya Tollas, Teja Kanchinadam, Joseph Bockhorst, Glenn Fung:
Designing and deploying insurance recommender systems using machine learning.
Volume 10, Number 5, September 2020
- Gregor Stiglic, Primoz Kocbek, Nino Fijacko, Marinka Zitnik, Katrien Verbert, Leona Cilar:
Interpretability of machine learning-based prediction models in healthcare. - Sena Busra Yengec Tasdemir, Kasim Tasdemir, Zafer Aydin:
A review of mammographic region of interest classification. - Sanur Sharma, Anurag Jain:
Role of sentiment analysis in social media security and analytics. - Tomislav Horvat, Josip Job:
The use of machine learning in sport outcome prediction: A review. - Lizhe Wang, Jining Yan, Lin Mu, Liang Huang:
Knowledge discovery from remote sensing images: A review. - Di Wu, Xiao-Yuan Jing, Hongyu Zhang, Xiaohui Kong, Yu Xie, Zhiguo Huang:
Data-driven approach to application programming interface documentation mining: A review.
Volume 10, Number 6, November 2020
- Frank Emmert-Streib, Olli Yli-Harja, Matthias Dehmer:
Explainable artificial intelligence and machine learning: A reality rooted perspective.
- Kai Shu, Amrita Bhattacharjee, Faisal Alatawi, Tahora H. Nazer, Kaize Ding, Mansooreh Karami, Huan Liu:
Combating disinformation in a social media age. - Shiyao Zhu, Dezhi Li, Haibo Feng, Tiantian Gu, Kasun Hewage, Rehan Sadiq:
Smart city and resilient city: Differences and connections.
- Philippe Fournier-Viger, Ganghuan He, Chao Cheng, Jiaxuan Li, Min Zhou, Jerry Chun-Wei Lin, Unil Yun:
A survey of pattern mining in dynamic graphs. - Wenshi Chen, Bowen Zhang, Mingyu Lu:
Uncertainty quantification for multilabel text classification. - Rosana Noronha Gemaque, Albert França Josuá Costa, Rafael Giusti, Eulanda Miranda dos Santos:
An overview of unsupervised drift detection methods. - Mark Last, Guy Danon:
Automatic question generation.
- 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). 9
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