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Critical insights into modern hyperspectral image applications through deep learning

Advanced Review
Sumit Kumar Yadav, Arun Sharma, Garima Jaiswal
Published Online: Jul 22 2021
DOI:10.1002/widm.1426

Abstract Full article on Wiley Online Library:   HTML | PDF
Explainable artificial intelligence: an analytical review

Overview
Peter M. Atkinson, Nicholas I. Arnold, Richard Jiang, Eduardo A. Soares, Plamen P. Angelov
Published Online: Jul 12 2021
DOI:10.1002/widm.1424

Abstract Full article on Wiley Online Library:   HTML | PDF
A survey on machine learning based light curve analysis for variable astronomical sources

Advanced Review
Ce Yu, Kun Li, Yanxia Zhang, Jian Xiao, Chenzhou Cui, Yihan Tao, Shanjiang Tang, Chao Sun, Chongke Bi
Published Online: Jul 04 2021
DOI:10.1002/widm.1425

Abstract Full article on Wiley Online Library:   HTML | PDF
Investigation of PM10 prediction utilizing data mining techniques: Analyze by topic

Overview
Krittakom Srijiranon, Narissara Eiamkanitchat, Sakgasit Ramingwong, Kenneth Cosh, Lachana Ramingwong
Published Online: Jun 30 2021
DOI:10.1002/widm.1423

Abstract Full article on Wiley Online Library:   HTML | PDF
Trending machine learning models in cyber‐physical building environment: A survey

Advanced Review
Zahid Hasan, Nirmalya Roy
Published Online: Jun 29 2021
DOI:10.1002/widm.1422

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Text‐based question answering from information retrieval and deep neural network perspectives: A survey

Advanced Review
Zahra Abbasiantaeb, Saeedeh Momtazi
Published Online: May 24 2021
DOI:10.1002/widm.1412

Abstract Full article on Wiley Online Library:   HTML | PDF
Big data analytics in single‐cell transcriptomics: Five grand opportunities

Advanced Review
Debarka Sengupta, Gaurav Ahuja, Colleen C. Nelson, Namrata Bhattacharya
Published Online: May 11 2021
DOI:10.1002/widm.1414

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Incorporating domain ontology information into clustering in heterogeneous networks

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

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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 22 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
Marco Mesiti, Elena Casiraghi, Sara Bonfitto
Published Online: Mar 28 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
Wanting Ji, Yan Pang, Xiaoyun Jia, Zhongwei Wang, Feng Hou, Baoyan Song, Mingzhe Liu, Ruili Wang
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

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

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

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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

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Prediction model for recurrence of hepatocellular carcinoma after resection by using neighbor2vec based algorithms

Focus Article
Simin Zhang, Jianxin Li, Jie Li, Yunliang Chen, Hong Cao, Junqing Fan, Yuankui Cao
Published Online: Nov 12 2020
DOI:10.1002/widm.1390

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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

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Predicting land surface temperature with geographically weighed regression and deep learning

Focus Article
Wenliang Jiang, Qing Wei, Weiping Deng, Dehe Yang, Hongfei Jia
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
Tarek R. Besold, Benedikt Wagner, Ludovik Coba, Roberto Confalonieri
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

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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

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Explainable artificial intelligence and machine learning: A reality rooted perspective

Perspective
Frank Emmert‐Streib, Olli Yli‐Harja, Matthias Dehmer
Published Online: Jun 22 2020
DOI:10.1002/widm.1368

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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

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Temporal association rule mining: An overview considering the time variable as an integral or implied component

Overview
Alberto Segura‐Delgado, María José Gacto, Rafael Alcalá, Jesús Alcalá‐Fdez
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
Bhargab B. Bhattacharya, Manjari Pradhan
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
Gabriel Dahia, Leone Jesus, Maurício Pamplona Segundo
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
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
Published Online: Jan 27 2020
DOI:10.1002/widm.1353

Abstract Full article on Wiley Online Library:   HTML | PDF
Healthcare 4.0: A review of frontiers in digital health

Overview
Prem Prakash Jayaraman, Abdur Rahim Mohammad Forkan, Ahsan Morshed, Pari Delir Haghighi, Yong‐Bin Kang
Published Online: Dec 25 2019
DOI:10.1002/widm.1350

Abstract Full article on Wiley Online Library:   HTML | PDF
Extraction, correlation, and abstraction of event data for process mining

Advanced Review
Kiarash Diba, Kimon Batoulis, Matthias Weidlich, Mathias Weske
Published Online: Dec 20 2019
DOI:10.1002/widm.1346

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
Density‐based clustering

Update
Ricardo J. G. B. Campello, Peer Kröger, Jörg Sander, Arthur Zimek
Published Online: Oct 29 2019
DOI:10.1002/widm.1343

Abstract Full article on Wiley Online Library:   HTML | PDF
An introduction to algorithmic differentiation

Overview
Assefaw H. Gebremedhin, Andrea Walther
Published Online: Oct 24 2019
DOI:10.1002/widm.1334

Abstract Full article on Wiley Online Library:   HTML | PDF
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

Abstract Full article on Wiley Online Library:   HTML | PDF
Churn prediction in Turkey's telecommunications sector: A proposed multiobjective–cost‐sensitive ant colony optimization

Advanced Review
Mihrimah Özmen, Emel K. Aydoğan, Yılmaz Delice, M. Duran Toksarı
Published Online: Oct 15 2019
DOI:10.1002/widm.1338

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
Sentiment analysis for mining texts and social networks data: Methods and tools

Advanced Review
Chiara Zucco, Barbara Calabrese, Giuseppe Agapito, Pietro H. Guzzi, Mario Cannataro
Published Online: Aug 28 2019
DOI:10.1002/widm.1333

Abstract Full article on Wiley Online Library:   HTML | PDF
Discovering the influence of sarcasm in social media responses

Perspective
Wei Peng, Achini Adikari, Damminda Alahakoon, John Gero
Published Online: Jul 29 2019
DOI:10.1002/widm.1331

Abstract Full article on Wiley Online Library:   HTML | PDF
Frequent itemset mining: A 25 years review

Advanced Review
José María Luna, Philippe Fournier‐Viger, Sebastián Ventura
Published Online: Jul 16 2019
DOI:10.1002/widm.1329

Abstract Full article on Wiley Online Library:   HTML | PDF
No Free Lunch Theorem for concept drift detection in streaming data classification: A review

Overview
Hanqing Hu, Mehmed Kantardzic, Tegjyot S. Sethi
Published Online: Jul 02 2019
DOI:10.1002/widm.1327

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

Overview
Oliver Nelles, Markus Reischl, Ralf Mikut, Torsten Bertram, Frank Hoffmann
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
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

Abstract Full article on Wiley Online Library:   HTML | PDF
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

Abstract Full article on Wiley Online Library:   HTML | PDF
An overview on consensus‐based approaches to processing collective inconsistency and knowledge integration

Overview
Van Du Nguyen, Hai Bang Truong, Mercedes G. Merayo, Ngoc Thanh Nguyen
Published Online: Apr 04 2019
DOI:10.1002/widm.1311

Abstract Full article on Wiley Online Library:   HTML | PDF
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

Abstract Full article on Wiley Online Library:   HTML | PDF
A survey on association rules mining using heuristics

Advanced Review
Seyed Mohssen Ghafari, Christos Tjortjis
Published Online: Apr 01 2019
DOI:10.1002/widm.1307

Abstract Full article on Wiley Online Library:   HTML | PDF
Machine learning in cybersecurity: A review

Overview
Anand Handa, Ashu Sharma, Sandeep K. Shukla
Published Online: Feb 17 2019
DOI:10.1002/widm.1306

Abstract Full article on Wiley Online Library:   HTML | PDF
A comprehensive survey of error measures for evaluating binary decision making in data science

Overview
Frank Emmert‐Streib, Salisou Moutari, Matthias Dehmer
Published Online: Feb 08 2019
DOI:10.1002/widm.1303

Abstract Full article on Wiley Online Library:   HTML | PDF
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

Abstract Full article on Wiley Online Library:   HTML | PDF
A data mining application in credit scoring processes of small and medium enterprises commercial corporate customers

Focus Article
Nihan Gulsoy, Sinem Kulluk
Published Online: Jan 25 2019
DOI:10.1002/widm.1299

Abstract Full article on Wiley Online Library:   HTML | PDF
Clustering approaches for high‐dimensional databases: A review

Advanced Review
Mamta Mittal, Lalit M. Goyal, Duraisamy Jude Hemanth, Jasleen K. Sethi
Published Online: Jan 23 2019
DOI:10.1002/widm.1300

Abstract Full article on Wiley Online Library:   HTML | PDF
Model‐based clustering and classification of functional data

Advanced Review
Faicel Chamroukhi, Hien D. Nguyen
Published Online: Jan 18 2019
DOI:10.1002/widm.1298

Abstract Full article on Wiley Online Library:   HTML | PDF
Big data processing tools: An experimental performance evaluation

Advanced Review
Mário Rodrigues, Maribel Yasmina Santos, Jorge Bernardino
Published Online: Dec 25 2018
DOI:10.1002/widm.1297

Abstract Full article on Wiley Online Library:   HTML | PDF
Enabling smart environments through scalable policy reasoning and Internet of Things

Focus Article
Emre Göynügür, Murat Şensoy, Geeth Mel
Published Online: Dec 04 2018
DOI:10.1002/widm.1290

Abstract Full article on Wiley Online Library:   HTML | PDF
Change detection in dynamic attributed networks

Overview
Isuru U. Hewapathirana
Published Online: Dec 04 2018
DOI:10.1002/widm.1286

Abstract Full article on Wiley Online Library:   HTML | PDF
Transforming big data into smart data: An insight on the use of the k‐nearest neighbors algorithm to obtain quality data

Advanced Review
Isaac Triguero, Diego García‐Gil, Jesús Maillo, Julián Luengo, Salvador García, Francisco Herrera
Published Online: Nov 28 2018
DOI:10.1002/widm.1289

Abstract Full article on Wiley Online Library:   HTML | PDF
A survey on online kernel selection for online kernel learning

Focus Article
Xiao Zhang, Yun Liao, Shizhong Liao
Published Online: Nov 28 2018
DOI:10.1002/widm.1295

Abstract Full article on Wiley Online Library:   HTML | PDF
Machine learning from crowds: A systematic review of its applications

Overview
Enrique G. Rodrigo, Juan A. Aledo, José A. Gámez
Published Online: Oct 16 2018
DOI:10.1002/widm.1288

Abstract Full article on Wiley Online Library:   HTML | PDF
Survey of neural network‐based models for short‐term traffic state prediction

Overview
Loan N. N. Do, Neda Taherifar, Hai L. Vu
Published Online: Sep 19 2018
DOI:10.1002/widm.1285

Abstract Full article on Wiley Online Library:   HTML | PDF
Big data analytics: Machine learning and Bayesian learning perspectives—What is done? What is not?

Perspective
Shan Suthaharan
Published Online: Sep 12 2018
DOI:10.1002/widm.1283

Abstract Full article on Wiley Online Library:   HTML | PDF
There and back again: Outlier detection between statistical reasoning and data mining algorithms

Overview
Arthur Zimek, Peter Filzmoser
Published Online: Aug 20 2018
DOI:10.1002/widm.1280

Abstract Full article on Wiley Online Library:   HTML | PDF
Expression of Concern: Facial feature discovery for ethnicity recognition

Expression Of Concern
Cunrui Wang, Qingling Zhang, Wanquan Liu, Yu Liu, Lixin Miao
Published Online: Aug 02 2018
DOI:10.1002/widm.1278

Abstract Full article on Wiley Online Library:   HTML | PDF
Inference enterprise models: An approach to organizational performance improvement

Overview
Jordan L. Thomas, Paul J. Sticha, Kathryn B. Laskey, Daniel W. Hudson, David P. Brown, Elise T. Axelrad, Dennis M. Buede
Published Online: Jul 27 2018
DOI:10.1002/widm.1277

Abstract Full article on Wiley Online Library:   HTML | PDF
Knowledge discovery for enabling smart Internet of Things: A survey

Advanced Review
Sudip Misra, Anandarup Mukherjee, Arijit Roy
Published Online: Jul 26 2018
DOI:10.1002/widm.1276

Abstract Full article on Wiley Online Library:   HTML | PDF
Knowledge discovery and semantic learning in the framework of axiomatic fuzzy set theory

Advanced Review
Xiaodong Liu, Wenjuan Jia, Yuangang Wang, Hongyue Guo, Yan Ren, Zedong Li
Published Online: Jun 26 2018
DOI:10.1002/widm.1268

Abstract Full article on Wiley Online Library:   HTML | PDF
An overview on evolutionary algorithms for many‐objective optimization problems

Overview
Christian von Lücken, Carlos Brizuela, Benjamin Barán
Published Online: May 31 2018
DOI:10.1002/widm.1267

Abstract Full article on Wiley Online Library:   HTML | PDF
Performance evaluation in non‐intrusive load monitoring: Datasets, metrics, and tools—A review

Focus Article
Lucas Pereira, Nuno Nunes
Published Online: May 22 2018
DOI:10.1002/widm.1265

Abstract Full article on Wiley Online Library:   HTML | PDF
Deep learning for remote sensing image classification: A survey

Advanced Review
Ying Li, Haokui Zhang, Xizhe Xue, Yenan Jiang, Qiang Shen
Published Online: May 17 2018
DOI:10.1002/widm.1264

Abstract Full article on Wiley Online Library:   HTML | PDF
δ‐Open set clustering—A new topological clustering method

Focus Article
Shuliang Wang, Qi Li, Hanning Yuan, Deren Li, Jing Geng, Chuanfeng Zhao, Yimeng Lei, Chuanlu Liu, Chengfei Liu
Published Online: May 10 2018
DOI:10.1002/widm.1262

Abstract Full article on Wiley Online Library:   HTML | PDF
Toward efficient business behavior prediction using location‐based social networks

Focus Article
Ola A. Al Sonosy, Sherine Rady, Nagwa L. Badr, Mohammed Hashem
Published Online: May 07 2018
DOI:10.1002/widm.1263

Abstract Full article on Wiley Online Library:   HTML | PDF
Data analytics for internet of things: A review

Advanced Review
Chun‐Wei Tsai, Pang‐Wei Tsai, Ming‐Chao Chiang, Chu‐Sing Yang
Published Online: May 04 2018
DOI:10.1002/widm.1261

Abstract Full article on Wiley Online Library:   HTML | PDF
A survey of game theoretic approach for adversarial machine learning

Advanced Review
Yan Zhou, Murat Kantarcioglu, Bowei Xi
Published Online: Apr 30 2018
DOI:10.1002/widm.1259

Abstract Full article on Wiley Online Library:   HTML | PDF
Clustering of nonstationary data streams: A survey of fuzzy partitional methods

Advanced Review
Amr Abdullatif, Francesco Masulli, Stefano Rovetta
Published Online: Apr 17 2018
DOI:10.1002/widm.1258

Abstract Full article on Wiley Online Library:   HTML | PDF
Social network analysis: An overview

Overview
Shazia Tabassum, Fabiola S. F. Pereira, Sofia Fernandes, João Gama
Published Online: Apr 17 2018
DOI:10.1002/widm.1256

Abstract Full article on Wiley Online Library:   HTML | PDF
An overview on the evolution and adoption of deep learning applications used in the industry

Overview
Sourav Dutta
Published Online: Apr 17 2018
DOI:10.1002/widm.1257

Abstract Full article on Wiley Online Library:   HTML | PDF
From shallow feature learning to deep learning: Benefits from the width and depth of deep architectures

Advanced Review
Guoqiang Zhong, Xiao Ling, Li‐Na Wang
Published Online: Mar 28 2018
DOI:10.1002/widm.1255

Abstract Full article on Wiley Online Library:   HTML | PDF
Recent trends in machine learning for human activity recognition—A survey

Focus Article
Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy
Published Online: Mar 28 2018
DOI:10.1002/widm.1254

Abstract Full article on Wiley Online Library:   HTML | PDF
Trained convolutional neural network based on selected beta filters for Arabic letter recognition

Focus Article
Asma ElAdel, Mourad Zaied, Chokri Ben Amar
Published Online: Mar 05 2018
DOI:10.1002/widm.1250

Abstract Full article on Wiley Online Library:   HTML | PDF
Automatic synthesis of fuzzy systems: An evolutionary overview with a genetic programming perspective

Overview
Adriano S. Koshiyama, Ricardo Tanscheit, Marley M. B. R. Vellasco
Published Online: Mar 05 2018
DOI:10.1002/widm.1251

Abstract Full article on Wiley Online Library:   HTML | PDF
Ensemble learning: A survey

Advanced Review
Omer Sagi, Lior Rokach
Published Online: Feb 27 2018
DOI:10.1002/widm.1249

Abstract Full article on Wiley Online Library:   HTML | PDF
Machine learning for bioinformatics and neuroimaging

Overview
Angela Serra, Paola Galdi, Roberto Tagliaferri
Published Online: Feb 22 2018
DOI:10.1002/widm.1248

Abstract Full article on Wiley Online Library:   HTML | PDF
Practical and theoretical aspects of mixture‐of‐experts modeling: An overview

Overview
Hien D. Nguyen, Faicel Chamroukhi
Published Online: Feb 13 2018
DOI:10.1002/widm.1246

Abstract Full article on Wiley Online Library:   HTML | PDF
A dynamic‐adversarial mining approach to the security of machine learning

Advanced Review
Tegjyot Singh Sethi, Mehmed Kantardzic, Lingyu Lyu, Jiashun Chen
Published Online: Feb 12 2018
DOI:10.1002/widm.1245

Abstract Full article on Wiley Online Library:   HTML | PDF
Cloud‐based data streams optimization

Focus Article
Fatma M. Najib, Rasha M. Ismail, Nagwa L. Badr, Mohamed F. Tolba
Published Online: Feb 12 2018
DOI:10.1002/widm.1247

Abstract Full article on Wiley Online Library:   HTML | PDF
Process discovery from event data: Relating models and logs through abstractions

Overview
Wil M.P. van der Aalst
Published Online: Feb 05 2018
DOI:10.1002/widm.1244

Abstract Full article on Wiley Online Library:   HTML | PDF
Multilabel feature selection: A comprehensive review and guiding experiments

Advanced Review
Shima Kashef, Hossein Nezamabadi‐pour, Bahareh Nikpour
Published Online: Jan 05 2018
DOI:10.1002/widm.1240

Abstract Full article on Wiley Online Library:   HTML | PDF
Evolutionary data mining and applications: A revision on the most cited papers from the last 10 years (2007–2017)

Advanced Review
Jesús Alcalá‐Fdez, María José Gacto, Rafael Alcalá
Published Online: Dec 20 2017
DOI:10.1002/widm.1239

Abstract Full article on Wiley Online Library:   HTML | PDF
Energy forecasting tools and services

Advanced Review
Ralf Mikut, Veit Hagenmeyer, Simon Waczowicz, Jorge Á. González Ordiano
Published Online: Dec 11 2017
DOI:10.1002/widm.1235

Abstract Full article on Wiley Online Library:   HTML | PDF
Anomaly detection by robust statistics

Focus Article
Peter J. Rousseeuw, Mia Hubert
Published Online: Nov 23 2017
DOI:10.1002/widm.1236

Abstract Full article on Wiley Online Library:   HTML | PDF
A survey on graphic processing unit computing for large‐scale data mining

Overview
Alberto Cano
Published Online: Nov 07 2017
DOI:10.1002/widm.1232

Abstract Full article on Wiley Online Library:   HTML | PDF
Algorithms for hierarchical clustering: an overview, II

Overview
Fionn Murtagh, Pedro Contreras
Published Online: Sep 04 2017
DOI:10.1002/widm.1219

Abstract Full article on Wiley Online Library:   HTML | PDF
Leader‐based community detection algorithm for social networks

Focus Article
Nivin A. Helal, Rasha M. Ismail, Nagwa L. Badr, Mostafa G. M. Mostafa
Published Online: Aug 02 2017
DOI:10.1002/widm.1213

Abstract Full article on Wiley Online Library:   HTML | PDF
Data mining in distributed environment: a survey

Overview
Justin Zhan, Han‐Chieh Chao, Jerry Chun‐Wei Lin, Wensheng Gan
Published Online: Jul 18 2017
DOI:10.1002/widm.1216

Abstract Full article on Wiley Online Library:   HTML | PDF
Segmentation techniques for the summarization of individual mobility data

Overview
Maria Luisa Damiani, Fatima Hachem
Published Online: Jul 11 2017
DOI:10.1002/widm.1214

Abstract Full article on Wiley Online Library:   HTML | PDF
Detecting deceptive engagement in social media by temporal pattern analysis of user behaviors: a survey

Advanced Review
Elisa Bertino, Qian Xiao
Published Online: Jun 09 2017
DOI:10.1002/widm.1210

Abstract Full article on Wiley Online Library:   HTML | PDF
Stacked denoising autoencoders for sentiment analysis: a review

Focus Article
Björn Schuller, Nicholas Cummins, Hesam Sagha
Published Online: Jun 09 2017
DOI:10.1002/widm.1212

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Enterprise data breach: causes, challenges, prevention, and future directions

Overview
Long Cheng, Fang Liu, Danfeng (Daphne) Yao
Published Online: Jun 09 2017
DOI:10.1002/widm.1211

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Credibility in social media: opinions, news, and health information—a survey

Advanced Review
Gabriella Pasi, Marco Viviani
Published Online: Jun 04 2017
DOI:10.1002/widm.1209

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Big data analytics for security and criminal investigations

Advanced Review
Chunping Li, Yunming Ye, Wei T. Yue, Raymond Y.K. Lau, M.I. Pramanik
Published Online: May 12 2017
DOI:10.1002/widm.1208

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A survey of itemset mining

Advanced Review
Hoai Bac Le, Ji Zhang, Tin Truong Chi, Bay Vo, Jerry Chun‐Wei Lin, Philippe Fournier‐Viger
Published Online: Apr 21 2017
DOI:10.1002/widm.1207

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An overview of online based platforms for sharing and analyzing electrophysiology data from big data perspective

Overview
Lan Huang, Gang Yuan, Zhong‐yi Wang, Yang Chen
Published Online: Apr 20 2017
DOI:10.1002/widm.1206

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Evaluation and comparison of open source software suites for data mining and knowledge discovery

Overview
Abdulrahman H. Altalhi, J. M. Luna, M. A. Vallejo, S. Ventura
Published Online: Mar 16 2017
DOI:10.1002/widm.1204

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An introduction to Majorization‐Minimization algorithms for machine learning and statistical estimation

Advanced Review
Hien D. Nguyen
Published Online: Feb 09 2017
DOI:10.1002/widm.1198

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Survey on time series motif discovery

Focus Article
Volker Lohweg, Sahar Torkamani
Published Online: Feb 09 2017
DOI:10.1002/widm.1199

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Randomness in neural networks: an overview

Overview
Dianhui Wang, Simone Scardapane
Published Online: Feb 09 2017
DOI:10.1002/widm.1200

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Identifying community structure in a multi‐relational network employing non‐negative tensor factorization and GA k‐means clustering

Focus Article
Kamal K. Bharadwaj, Ankita Verma
Published Online: Oct 06 2016
DOI:10.1002/widm.1196

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Scalable machine‐learning algorithms for big data analytics: a comprehensive review

Overview
Preeti Gupta, Arun Sharma, Rajni Jindal
Published Online: Sep 15 2016
DOI:10.1002/widm.1194

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An overview of inference methods in probabilistic classifier chains for multilabel classification

Overview
Deiner Mena, Elena Montañés, José Ramón Quevedo, Juan José Coz
Published Online: Aug 03 2016
DOI:10.1002/widm.1185

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Classification systems in dynamic environments: an overview

Overview
Felipe Azevedo Pinage, Eulanda Miranda dos Santos, João Manuel Portela da Gama
Published Online: Jul 15 2016
DOI:10.1002/widm.1184

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A novel social network mining approach for customer segmentation and viral marketing

Focus Article
Nivin A. Helal, Rasha M. Ismail, Nagwa L. Badr, Mostafa G. M. Mostafa
Published Online: Jul 13 2016
DOI:10.1002/widm.1183

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Mining from distributed and abstracted data

Focus Article
Xiaofeng Zhang, William K. Cheung, Yunming Ye
Published Online: Jun 23 2016
DOI:10.1002/widm.1182

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Enhancing Iterative Dichotomiser 3 algorithm for classification decision tree

Focus Article
Ayman E. Khedr, Amira M. Idrees, Ahmed I. El Seddawy
Published Online: Feb 18 2016
DOI:10.1002/widm.1177

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Fuzzy frameworks for mining data associations: fuzzy association rules and beyond

Advanced Review
N. Marín, M.D. Ruiz, D. Sánchez
Published Online: Jan 09 2016
DOI:10.1002/widm.1176

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Clustering techniques for neuroimaging applications

Focus Article
Alexandra Derntl, Claudia Plant
Published Online: Dec 22 2015
DOI:10.1002/widm.1174

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Fuzzy logic‐based linguistic summaries of time series: a powerful tool for discovering knowledge on time varying processes and systems under imprecision

Focus Article
Janusz Kacprzyk, Sławomir Zadrożny
Published Online: Dec 22 2015
DOI:10.1002/widm.1175

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Data discretization: taxonomy and big data challenge

Advanced Review
Sergio Ramírez‐Gallego, Salvador García, Héctor Mouriño‐Talín, David Martínez‐Rego, Verónica Bolón‐Canedo, Amparo Alonso‐Betanzos, José Manuel Benítez, Francisco Herrera
Published Online: Nov 24 2015
DOI:10.1002/widm.1173

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Deep learning for sentiment analysis: successful approaches and future challenges

Focus Article
Duyu Tang, Bing Qin, Ting Liu
Published Online: Oct 23 2015
DOI:10.1002/widm.1171

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From existing trends to future trends in privacy‐preserving collaborative filtering

Overview
Adem Ozturk, Huseyin Polat
Published Online: Aug 28 2015
DOI:10.1002/widm.1163

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Sentiment–topic modeling in text mining

Focus Article
Chenghua Lin, Ebuka Ibeke, Adam Wyner, Frank Guerin
Published Online: Aug 14 2015
DOI:10.1002/widm.1161

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A survey on multi‐output regression

Overview
Pedro Larrañaga, Concha Bielza, Gherardo Varando, Hanen Borchani
Published Online: Jul 15 2015
DOI:10.1002/widm.1157

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Concurrent software architectures for exploratory data analysis

Advanced Review
Anže Starič, Janez Demšar, Blaž Zupan
Published Online: Jun 20 2015
DOI:10.1002/widm.1155

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Emerging directions in predictive text mining

Advanced Review
Nitin Indurkhya
Published Online: Jun 05 2015
DOI:10.1002/widm.1154

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A semantic‐based classification and regression tree approach for modelling complex spatial rules in motor vehicle crashes domain

Focus Article
Meysam Effati, Abolghasem Sadeghi‐Niaraki
Published Online: Jun 05 2015
DOI:10.1002/widm.1152

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A Delaunay diagram‐based Min–Max CP‐Tree algorithm for Spatial Data Analysis

Focus Article
Venkatesan Meenakshi Sundaram, Arunkumar Thangavelu
Published Online: Apr 23 2015
DOI:10.1002/widm.1151

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Predicting the dynamics of social circles in ego networks using pattern analysis and GA K‐means clustering

Advanced Review
Vinti Agarwal, K. K. Bharadwaj
Published Online: Apr 09 2015
DOI:10.1002/widm.1150

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Data mining‐based tag recommendation system: an overview

Overview
Subramaniyaswamy Vairavasundaram, Vijayakumar Varadharajan, Indragandhi Vairavasundaram, Logesh Ravi
Published Online: Apr 09 2015
DOI:10.1002/widm.1149

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Data visualization by nonlinear dimensionality reduction

Overview
Andrej Gisbrecht, Barbara Hammer
Published Online: Feb 23 2015
DOI:10.1002/widm.1147

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Generating ensembles of heterogeneous classifiers using Stacked Generalization

Advanced Review
M. Paz Sesmero, Agapito I. Ledezma, Araceli Sanchis
Published Online: Jan 28 2015
DOI:10.1002/widm.1143

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Multi‐label learning: a review of the state of the art and ongoing research

Overview
Eva Gibaja, Sebastián Ventura
Published Online: Nov 22 2014
DOI:10.1002/widm.1139

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Swarm‐based metaheuristics in automatic programming: a survey

Overview
Sebastián Ventura, José R. Romero, Juan L. Olmo
Published Online: Oct 27 2014
DOI:10.1002/widm.1138

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Big Data with Cloud Computing: an insight on the computing environment, MapReduce, and programming frameworks

Overview
Alberto Fernández, Sara del Río, Victoria López, Abdullah Bawakid, María J. del Jesus, José M. Benítez, Francisco Herrera
Published Online: Sep 29 2014
DOI:10.1002/widm.1134

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On the number of components in a Gaussian mixture model

Overview
Geoffrey J. McLachlan, Suren Rathnayake
Published Online: Sep 20 2014
DOI:10.1002/widm.1135

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Active learning with support vector machines

Advanced Review
Jan Kremer, Kim Steenstrup Pedersen, Christian Igel
Published Online: Aug 24 2014
DOI:10.1002/widm.1132

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Symbolic Data Analysis: another look at the interaction of Data Mining and Statistics

Overview
Paula Brito
Published Online: Aug 24 2014
DOI:10.1002/widm.1133

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Phylogenetic networks: a new form of multivariate data summary for data mining and exploratory data analysis

Overview
David A. Morrison
Published Online: Jun 02 2014
DOI:10.1002/widm.1130

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Support vector machines in engineering: an overview

Overview
S. Salcedo‐Sanz, J. L. Rojo‐Álvarez, M. Martínez‐Ramón, G. Camps‐Valls
Published Online: Apr 28 2014
DOI:10.1002/widm.1125

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Clustering on heterogeneous networks

Overview
Yue Huang, Xuedong Gao
Published Online: Apr 28 2014
DOI:10.1002/widm.1126

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Open issues for partitioning clustering methods: an overview

Overview
Maria Camila N. Barioni, Humberto Razente, Alessandra M. R. Marcelino, Agma J. M. Traina, Caetano Traina
Published Online: Apr 28 2014
DOI:10.1002/widm.1127

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Data stream mining in ubiquitous environments: state‐of‐the‐art and current directions

Advanced Review
Mohamed Medhat Gaber, João Gama, Shonali Krishnaswamy, João Bártolo Gomes, Frederic Stahl
Published Online: Feb 24 2014
DOI:10.1002/widm.1115

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Alignment and dataset identification of linked data in Semantic Web

Advanced Review
Kalpa Gunaratna, Sarasi Lalithsena, Amit Sheth
Published Online: Feb 24 2014
DOI:10.1002/widm.1121

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Time series motif discovery: dimensions and applications

Focus Article
Abdullah Mueen
Published Online: Feb 24 2014
DOI:10.1002/widm.1119

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Overview on evolutionary subgroup discovery: analysis of the suitability and potential of the search performed by evolutionary algorithms

Overview
Francisco Herrera, María José del Jesus, Pedro González, Cristóbal J. Carmona
Published Online: Feb 24 2014
DOI:10.1002/widm.1118

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Multilinear and nonlinear generalizations of partial least squares: an overview of recent advances

Overview
Qibin Zhao, Liqing Zhang, Andrzej Cichocki
Published Online: Feb 24 2014
DOI:10.1002/widm.1120

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Self‐organizing maps for latent semantic analysis of free‐form text in support of public policy analysis

Focus Article
Bernie C. Till, Justin Longo, A. Rod Dobell, Peter F. Driessen
Published Online: Dec 23 2013
DOI:10.1002/widm.1112

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Mining data with random forests: current options for real‐world applications

Focus Article
Andreas Ziegler, Inke R. König
Published Online: Dec 23 2013
DOI:10.1002/widm.1114

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Fuzzy temporal association rules: combining temporal and quantitative data to increase rule expressiveness

Focus Article
Purificación Cariñena
Published Online: Dec 23 2013
DOI:10.1002/widm.1116

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Spatiotemporal change footprint pattern discovery: an inter‐disciplinary survey

Overview
Reem Y. Ali, Shashi Shekhar, Xun Zhou
Published Online: Dec 23 2013
DOI:10.1002/widm.1113

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Distributed clustering of ubiquitous data streams

Focus Article
Pedro Pereira Rodrigues, João Gama
Published Online: Nov 19 2013
DOI:10.1002/widm.1109

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Evolutionary computation for feature selection in classification problems

Advanced Review
Beatriz de la Iglesia
Published Online: Oct 17 2013
DOI:10.1002/widm.1106

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Analysis and mining of online social networks: emerging trends and challenges

Advanced Review
Sajid Yousuf Bhat, Muhammad Abulaish
Published Online: Oct 09 2013
DOI:10.1002/widm.1105

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Privacy‐preserving record linkage

Advanced Review
Vassilios S. Verykios, Peter Christen
Published Online: Aug 20 2013
DOI:10.1002/widm.1101

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Topic modeling for expert finding using latent Dirichlet allocation

Focus Article
Saeedeh Momtazi, Felix Naumann
Published Online: Aug 20 2013
DOI:10.1002/widm.1102

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Elastic stream processing in the Cloud

Advanced Review
Waldemar Hummer, Benjamin Satzger, Schahram Dustdar
Published Online: Aug 12 2013
DOI:10.1002/widm.1100

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Prepyramidal clustering and Robinsonian dissimilarities: one‐to‐one correspondences

Focus Article
Patrice Bertrand, Jean Diatta
Published Online: Jul 09 2013
DOI:10.1002/widm.1096

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An overview of interactive visual data mining techniques for knowledge discovery

Overview
Frederic Stahl, Bogdan Gabrys, Mohamed Medhat Gaber, Monika Berendsen
Published Online: Jul 09 2013
DOI:10.1002/widm.1093

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Automatic construction of lexicons, taxonomies, ontologies, and other knowledge structures

Overview
Olena Medelyan, Ian H. Witten, Anna Divoli, Jeen Broekstra
Published Online: Jul 09 2013
DOI:10.1002/widm.1097

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Knowledge representation and processing with formal concept analysis

Advanced Review
Sergei O. Kuznetsov, Jonas Poelmans
Published Online: Apr 18 2013
DOI:10.1002/widm.1088

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Data mining and life sciences applications on the grid

Advanced Review
Mario Cannataro, Pietro Hiram Guzzi, Alessia Sarica
Published Online: Apr 18 2013
DOI:10.1002/widm.1090

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A survey of fuzzy web mining

Advanced Review
Tzung‐Pei Hong, Chun‐Wei Lin
Published Online: Apr 18 2013
DOI:10.1002/widm.1091

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Incremental association rule mining: a survey

Overview
A. Ghosh, D. K. Bhattacharyya, B. Nath
Published Online: Feb 25 2013
DOI:10.1002/widm.1086

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Revisiting evolutionary algorithms in feature selection and nonfuzzy/fuzzy rule based classification

Overview
Satchidananda Dehuri, Ashish Ghosh
Published Online: Feb 20 2013
DOI:10.1002/widm.1087

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Methods and techniques for discovering taxonomies of behavioral process models

Overview
Luigi Pontieri, Antonella Guzzo, Gianluigi Greco, Francesco Folino
Published Online: Feb 07 2013
DOI:10.1002/widm.1081

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Large‐scale data mining using genetics‐based machine learning

Advanced Review
Jaume Bacardit, Xavier Llorà
Published Online: Jan 09 2013
DOI:10.1002/widm.1078

Abstract Full article on Wiley Online Library:   HTML | PDF
Association rule hiding methods

Advanced Review
Vassilios S. Verykios
Published Online: Jan 09 2013
DOI:10.1002/widm.1082

Abstract Full article on Wiley Online Library:   HTML | PDF
Evolutionary design of decision trees

Overview
Vili Podgorelec, Matej Šprogar, Sandi Pohorec
Published Online: Dec 17 2012
DOI:10.1002/widm.1079

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On new emerging concepts of petroleum digital ecosystem

Overview
Shastri L. Nimmagadda, Heinz Dreher
Published Online: Oct 18 2012
DOI:10.1002/widm.1070

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Seeing beyond reading: a survey on visual text analytics

Overview
Aretha B. Alencar, Maria Cristina F. de Oliveira, Fernando V. Paulovich
Published Online: Oct 18 2012
DOI:10.1002/widm.1071

Abstract Full article on Wiley Online Library:   HTML | PDF
Frequent item set mining

Overview
Christian Borgelt
Published Online: Oct 18 2012
DOI:10.1002/widm.1074

Abstract Full article on Wiley Online Library:   HTML | PDF
Mining from protein–protein interactions

Advanced Review
Hiroshi Mamitsuka
Published Online: Aug 08 2012
DOI:10.1002/widm.1065

Abstract Full article on Wiley Online Library:   HTML | PDF
Mining social media: key players, sentiments, and communities

Focus Article
Martin Atzmueller
Published Online: Aug 08 2012
DOI:10.1002/widm.1069

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Objective function‐based clustering

Advanced Review
Lawrence O. Hall
Published Online: Jun 22 2012
DOI:10.1002/widm.1059

Abstract Full article on Wiley Online Library:   HTML | PDF
Clustering high dimensional data

Advanced Review
Ira Assent
Published Online: Jun 22 2012
DOI:10.1002/widm.1062

Abstract Full article on Wiley Online Library:   HTML | PDF
Subspace clustering

Focus Article
Hans‐Peter Kriegel, Peer Kröger, Arthur Zimek
Published Online: Jun 22 2012
DOI:10.1002/widm.1057

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Knowledge discovery for scheduling in computational grids

Overview
Alexander Fölling, Joachim Lepping
Published Online: Jun 22 2012
DOI:10.1002/widm.1060

Abstract Full article on Wiley Online Library:   HTML | PDF
Evolutionary design of decision trees for medical application

Advanced Review
Peter Kokol, Sandi Pohorec, Gregor Štiglic, Vili Podgorelec
Published Online: Apr 26 2012
DOI:10.1002/widm.1056

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Resampling methods

Focus Article
Michael R. Chernick
Published Online: Apr 18 2012
DOI:10.1002/widm.1054

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An overview of the use of neural networks for data mining tasks

Overview
Frederic Stahl, Ivan Jordanov
Published Online: Apr 18 2012
DOI:10.1002/widm.1052

Abstract Full article on Wiley Online Library:   HTML | PDF
Genetic algorithms for clustering and fuzzy clustering

Focus Article
Sanghamitra Bandyopadhyay
Published Online: Mar 23 2012
DOI:10.1002/widm.1051

Abstract Full article on Wiley Online Library:   HTML | PDF
Partitive clustering (K‐means family)

Overview
Yu Xiao, Jian Yu
Published Online: Mar 23 2012
DOI:10.1002/widm.1049

Abstract Full article on Wiley Online Library:   HTML | PDF
Dynamic clustering with soft computing

Advanced Review
Georg Peters, Richard Weber
Published Online: Mar 14 2012
DOI:10.1002/widm.1050

Abstract Full article on Wiley Online Library:   HTML | PDF
Machine learning methods for predicting tumor response in lung cancer

Focus Article
Issam El Naqa
Published Online: Jan 30 2012
DOI:10.1002/widm.1047

Abstract Full article on Wiley Online Library:   HTML | PDF
Algorithms for hierarchical clustering: an overview

Overview
Fionn Murtagh, Pedro Contreras
Published Online: Dec 07 2011
DOI:10.1002/widm.53

Abstract Full article on Wiley Online Library:   HTML | PDF
Computational tools for protein–DNA interactions

Advanced Review
Christopher Kauffman, George Karypis
Published Online: Nov 02 2011
DOI:10.1002/widm.48

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Knowledge discovery in data streams with regression tree methods

Advanced Review
Dima Alberg, Mark Last, Abraham Kandel
Published Online: Oct 31 2011
DOI:10.1002/widm.51

Abstract Full article on Wiley Online Library:   HTML | PDF
Robust clustering

Advanced Review
Amit Banerjee, Rajesh N. Davé
Published Online: Sep 27 2011
DOI:10.1002/widm.49

Abstract Full article on Wiley Online Library:   HTML | PDF
Genetic algorithms for clustering and fuzzy clustering

Focus Article
Sanghamitra Bandyopadhyay
Published Online: Aug 26 2011
DOI:10.1002/widm.47

Abstract Full article on Wiley Online Library:   HTML | PDF
Evolutionary computation for training set selection

Advanced Review
Nicolás García‐Pedrajas
Published Online: Aug 19 2011
DOI:10.1002/widm.44

Abstract Full article on Wiley Online Library:   HTML | PDF
Mining flexible‐receptor molecular docking data

Focus Article
Osmar Norberto de Souza, Duncan D. Ruiz, Ana T. Winck, Karina S. Machado
Published Online: Aug 19 2011
DOI:10.1002/widm.46

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The use of decision trees for cost‐sensitive classification: an empirical study in software quality prediction

Focus Article
Taghi M. Khoshgoftaar, Naeem Seliya
Published Online: Jul 28 2011
DOI:10.1002/widm.38

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Evolving fuzzy systems for data streams: a survey

Overview
Plamen Angelov, Rashmi Dutta Baruah
Published Online: Jul 28 2011
DOI:10.1002/widm.42

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Evolutionary multiobjective optimization

Focus Article
Carlos A. Coello Coello
Published Online: Jul 19 2011
DOI:10.1002/widm.43

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Clustering genes with expression and beyond

Advanced Review
Hiroshi Mamitsuka, Motoki Shiga
Published Online: Jul 11 2011
DOI:10.1002/widm.41

Abstract Full article on Wiley Online Library:   HTML | PDF
Fuzzy association rule mining framework and its application to effective fuzzy associative classification

Advanced Review
Reda Alhajj, Jamal Jida, Abdallah M. ElSheikh, Mehmet Kaya, Keivan Kianmehr
Published Online: Jun 28 2011
DOI:10.1002/widm.40

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Distance‐preserving dimensionality reduction

Overview
Li Yang
Published Online: Jun 14 2011
DOI:10.1002/widm.39

Abstract Full article on Wiley Online Library:   HTML | PDF
Fuzzy machine learning and data mininga

Overview
Eyke Hüllermeier
Published Online: May 31 2011
DOI:10.1002/widm.34

Abstract Full article on Wiley Online Library:   HTML | PDF
Mining of protein contact maps for protein fold prediction

Focus Article
Durga Bhavani S, Suvarnavani K, Somdatta Sinha
Published Online: May 25 2011
DOI:10.1002/widm.35

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Clustering mixed data

Focus Article
Lynette Hunt, Murray Jorgensen
Published Online: May 20 2011
DOI:10.1002/widm.33

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Cluster ensembles

Advanced Review
Joydeep Ghosh, Ayan Acharya
Published Online: May 02 2011
DOI:10.1002/widm.32

Abstract Full article on Wiley Online Library:   HTML | PDF
Density‐based clustering

Advanced Review
Hans‐Peter Kriegel, Peer Kröger, Jörg Sander, Arthur Zimek
Published Online: Apr 05 2011
DOI:10.1002/widm.30

Abstract Full article on Wiley Online Library:   HTML | PDF
Contrast and change mining

Overview
Mirko Boettcher
Published Online: Apr 05 2011
DOI:10.1002/widm.27

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Filtered‐top‐k association discovery

Perspective
Geoffrey I. Webb
Published Online: Apr 05 2011
DOI:10.1002/widm.28

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Gene expression modular analysis: an overview from the data mining perspective

Overview
Alberto Pascual‐Montano
Published Online: Apr 04 2011
DOI:10.1002/widm.29

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Outlier detection

Focus Article
Xiaogang Su, Chih‐Ling Tsai
Published Online: Mar 09 2011
DOI:10.1002/widm.19

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Choosing the number of clusters

Focus Article
Boris Mirkin
Published Online: Mar 08 2011
DOI:10.1002/widm.15

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Tech mining: Text mining and visualization tools, as applied to nanoenhanced solar cells

Focus Article
Denise Chiavatta, Ying Guo, Alan L. Porter
Published Online: Feb 18 2011
DOI:10.1002/widm.7

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A study of methodological issues in design and development of rule‐based systems: proposal of a new approach

Overview
Grzegorz J. Nalepa, Antoni Ligęza
Published Online: Feb 18 2011
DOI:10.1002/widm.11

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On the discovery of association rules by means of evolutionary algorithms

Advanced Review
María J. del Jesus, José A. Gámez, Pedro González, José M. Puerta
Published Online: Feb 11 2011
DOI:10.1002/widm.18

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Predictive data mining in clinical medicine: a focus on selected methods and applications

Focus Article
Riccardo Bellazzi, Fulvia Ferrazzi, Lucia Sacchi
Published Online: Feb 11 2011
DOI:10.1002/widm.23

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Soft clustering for information retrieval applications

Advanced Review
Gloria Bordogna, Gabriella Pasi
Published Online: Feb 03 2011
DOI:10.1002/widm.3

Abstract Full article on Wiley Online Library:   HTML | PDF
Rough clustering

Advanced Review
Pawan Lingras, Georg Peters
Published Online: Jan 10 2011
DOI:10.1002/widm.16

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Data mining of functional RNA structures in genomic sequences

Focus Article
Bruce A. Shapiro, Shu‐Yun Le
Published Online: Jan 10 2011
DOI:10.1002/widm.13

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Applications of tensor (multiway array) factorizations and decompositions in data mining

Overview
Morten Mørup
Published Online: Jan 10 2011
DOI:10.1002/widm.1

Abstract Full article on Wiley Online Library:   HTML | PDF
The use of classification trees for bioinformatics

Advanced Review
Heping Zhang, Minghui Wang, Xiang Chen
Published Online: Jan 06 2011
DOI:10.1002/widm.14

Abstract Full article on Wiley Online Library:   HTML | PDF
Introducing WIREs Data Mining and Knowledge Discovery

Editorial Commentary
Witold Pedrycz
Published Online: Jan 06 2011
DOI:10.1002/widm.17

Abstract Full article on Wiley Online Library:   HTML | PDF
Multivariate random forests

Focus Article
Mark Segal, Yuanyuan Xiao
Published Online: Jan 06 2011
DOI:10.1002/widm.12

Abstract Full article on Wiley Online Library:   HTML | PDF
Robust statistics for outlier detection

Focus Article
Peter J. Rousseeuw, Mia Hubert
Published Online: Jan 06 2011
DOI:10.1002/widm.2

Abstract Full article on Wiley Online Library:   HTML | PDF
Multivariate image mining

Overview
Julia Herold, Christian Loyek, Tim W. Nattkemper
Published Online: Jan 06 2011
DOI:10.1002/widm.4

Abstract Full article on Wiley Online Library:   HTML | PDF
Classification and regression trees

Overview
Wei‐Yin Loh
Published Online: Jan 06 2011
DOI:10.1002/widm.8

Abstract Full article on Wiley Online Library:   HTML | PDF
Accelerating data mining workloads: current approaches and future challenges in system architecture design

Overview
Alok N. Choudhary, Daniel Honbo, Prabhat Kumar, Berkin Ozisikyilmaz, Sanchit Misra, Gokhan Memik
Published Online: Jan 06 2011
DOI:10.1002/widm.9

Abstract Full article on Wiley Online Library:   HTML | PDF
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