Hyperparameters and tuning strategies for random forest
Advanced Review
Philipp Probst, Marvin N. Wright, Anne‐Laure Boulesteix
Published Online: Jan 28 2019
DOI:10.1002/widm.1301
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Machine Learning
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Machine Learning
Predicting disease‐associated genes: Computational methods, databases, and evaluations
Advanced Review
Ping Luo, Bolin Chen, Bo Liao, Fang‐Xiang Wu
Published Online: Jul 29 2020
DOI:10.1002/widm.1383
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
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
Explainable artificial intelligence and machine learning: A reality rooted perspective
Opinion
Matthias Dehmer, Olli Yli‐Harja, Frank Emmert‐Streib
Published Online: Jun 23 2020
DOI:10.1002/widm.1368
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
A survey of digital circuit testing in the light of machine learning
Advanced Review
Bhargab B. Bhattacharya, Manjari Pradhan
Published Online: Mar 30 2020
DOI:10.1002/widm.1360
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
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
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
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
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
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
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
Blockchain for explainable and trustworthy artificial intelligence
Focus Article
Mohamed Nassar, Khaled Salah, Muhammad Habib ur Rehman, Davor Svetinovic
Published Online: Oct 17 2019
DOI:10.1002/widm.1340
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
Core‐sets: An updated survey
Advanced Review
Dan Feldman
Published Online: Oct 01 2019
DOI:10.1002/widm.1335
Behavioral fingerprinting of Internet‐of‐Things devices
Overview
Indrajit Ray, Indrakshi Ray, Bruhadeshwar Bezawada
Published Online: Sep 30 2019
DOI:10.1002/widm.1337
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
Fuzzy trees and forests—Review
Advanced Review
Zenon A. Sosnowski, Łukasz Gadomer
Published Online: Jun 17 2019
DOI:10.1002/widm.1316
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
A new anchor word selection method for the separable topic discovery
Focus Article
Kun He, Wu Wang, Xiaosen Wang, John E. Hopcroft
Published Online: May 13 2019
DOI:10.1002/widm.1313
Neuromorphic vision: From sensors to event‐based algorithms
Advanced Review
Annamalai Lakshmi, Anirban Chakraborty, Chetan S. Thakur
Published Online: Apr 12 2019
DOI:10.1002/widm.1310
Tunnel crack detection using coarse‐to‐fine region localization and edge detection
Focus Article
Ce Li, Pinjie Xu, Lijinliang Niu, Yuan Chen, Longshuai Sheng, Mingcun Liu
Published Online: Apr 03 2019
DOI:10.1002/widm.1308
Machine learning in cybersecurity: A review
Overview
Anand Handa, Ashu Sharma, Sandeep K. Shukla
Published Online: Feb 17 2019
DOI:10.1002/widm.1306