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ORCIDWiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Volume 8
Volume 8, Number 1, January / February 2018
- Ángel Miguel García-Vico
, Cristóbal J. Carmona, Diana Martín, Milton García-Borroto, María José del Jesus:
An overview of emerging pattern mining in supervised descriptive rule discovery: taxonomy, empirical study, trends, and prospects. - Pelin Yildirim, Derya Birant, Tuba Alpyildiz:
Data mining and machine learning in textile industry.
- Alberto Cano:
A survey on graphic processing unit computing for large-scale data mining. - Mohammad Sharif, Ali Asghar Alesheikh:
Context-aware movement analytics: implications, taxonomy, and design framework. - Alejandro Bogarín, Rebeca Cerezo, Cristóbal Romero:
A survey on educational process mining.
- Tugba Degirmenci, Lale Özbakir:
Differentiating households to analyze consumption patterns: a data mining study on official household budget data.
Volume 8, Number 2, March / April 2018
- Jorge Ángel González Ordiano, Simon Waczowicz, Veit Hagenmeyer, Ralf Mikut:
Energy forecasting tools and services. - Rafael Alcalá, María José Gacto, Jesús Alcalá-Fdez:
Evolutionary data mining and applications: A revision on the most cited papers from the last 10 years (2007-2017). - Mohammad Al Hasan, Vachik S. Dave:
Triangle counting in large networks: a review. - Shima Kashef, Hossein Nezamabadi-pour, Bahareh Nikpour:
Multilabel feature selection: A comprehensive review and guiding experiments.
- Peter J. Rousseeuw, Mia Hubert:
Anomaly detection by robust statistics.
- Roelant A. Stegmann, Indre Zliobaite, Tuukka Tolvanen, Jaakko Hollmén, Jesse Read:
A survey of evaluation methods for personal route and destination prediction from mobility traces. - Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao, Tzung-Pei Hong, Hamido Fujita:
A survey of incremental high-utility itemset mining.
Volume 8, Number 3, May 2018
- Siti Aishah Mohd Selamat, Simant Prakoonwit, Reza Sahandi, Wajid Khan, Manoharan Ramachandran:
Big data analytics - A review of data-mining models for small and medium enterprises in the transportation sector. - Wil M. P. van der Aalst:
Process discovery from event data: Relating models and logs through abstractions.
- James Xue, Stephen A. Jarvis:
Mining association rules for admission control and service differentiation in e-commerce applications. - Alejandro Peña Ayala:
Learning analytics: A glance of evolution, status, and trends according to a proposed taxonomy. - Tegjyot Singh Sethi, Mehmed M. Kantardzic, Lingyu Lyu, Jiashun Chen:
A dynamic-adversarial mining approach to the security of machine learning.
- Fatma M. Najib, Rasha M. Ismail, Nagwa L. Badr, Mohamed F. Tolba:
Cloud-based data streams optimization.
Volume 8, Number 4, July 2018
- Hien Duy Nguyen, Faicel Chamroukhi:
Practical and theoretical aspects of mixture-of-experts modeling: An overview. - Lei Zhang, Shuai Wang, Bing Liu:
Deep learning for sentiment analysis: A survey. - Sourav Dutta:
An overview on the evolution and adoption of deep learning applications used in the industry.
- Luca Oneto:
Model selection and error estimation without the agonizing pain. - Omer Sagi, Lior Rokach:
Ensemble learning: A survey. - Amr Abdullatif, Francesco Masulli, Stefano Rovetta:
Clustering of nonstationary data streams: A survey of fuzzy partitional methods.
- Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy:
Recent trends in machine learning for human activity recognition - A survey. - Ola A. Al Sonosy, Sherine Rady, Nagwa L. Badr, Mohammed Hashem:
Toward efficient business behavior prediction using location-based social networks.
Volume 8, Number 5, September 2018
- Shazia Tabassum, Fabíola Souza F. Pereira, Sofia Fernandes, João Gama:
Cover Image, Volume 8, Issue 5.
- Angela Serra, Paola Galdi, Roberto Tagliaferri:
Machine learning for bioinformatics and neuroimaging. - Shazia Tabassum, Fabíola Souza F. Pereira, Sofia Fernandes, João Gama:
Social network analysis: An overview.
- Xiaodong Liu, Wenjuan Jia, Yuangang Wang, Hongyue Guo, Yan Ren, Zedong Li:
Knowledge discovery and semantic learning in the framework of axiomatic fuzzy set theory. - Maria Riveiro, Giuliana Pallotta, Michele Vespe:
Maritime anomaly detection: A review. - Chun-Wei Tsai, Pang-Wei Tsai, Ming-Chao Chiang, Chu-Sing Yang:
Data analytics for internet of things: A review. - Leila Bahri, Barbara Carminati, Elena Ferrari:
Knowledge-based approaches for identity management in online social networks.
Volume 8, Number 6, November 2018
- Ying Li, Haokui Zhang, Xizhe Xue, Yenan Jiang, Qiang Shen:
Cover Image, Volume 8, Issue 6.
- Arthur Zimek, Peter Filzmoser:
There and back again: Outlier detection between statistical reasoning and data mining algorithms. - Dennis M. Buede, Elise T. Axelrad, David P. Brown, Daniel W. Hudson, Kathryn B. Laskey, Paul J. Sticha, Jordan L. Thomas:
Inference enterprise models: An approach to organizational performance improvement.
- Ying Li, Haokui Zhang, Xizhe Xue, Yenan Jiang, Qiang Shen:
Deep learning for remote sensing image classification: A survey. - Sudip Misra, Anandarup Mukherjee, Arijit Roy:
Knowledge discovery for enabling smart Internet of Things: A survey.
- Lucas Pereira, Nuno Nunes:
Performance evaluation in non-intrusive load monitoring: Datasets, metrics, and tools - A review. - Shuliang Wang, Qi Li, Hanning Yuan, Deren Li, Jing Geng, Chuanfeng Zhao, Yimeng Lei, Chuanlu Liu, Chengfei Liu:
δ-Open set clustering - A new topological clustering method. - Danyang Li, Yan Ren, Tao Du, Wanquan Liu:
Eyebrow semantic description via clustering based on Axiomatic Fuzzy Set.
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