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ORCIDSynthesis Lectures on Data Mining and Knowledge Discovery
2023
- Chuan Shi, Xiao Wang, Cheng Yang:
Advances in Graph Neural Networks. Synthesis Lectures on Data Mining and Knowledge Discovery, Springer 2023, ISBN 978-3-031-16173-5, pp. 1-198
2022
- Francesco Bonchi, David García-Soriano
, Francesco Gullo:
Correlation Clustering. Synthesis Lectures on Data Mining and Knowledge Discovery, Springer 2022, ISBN 978-3-031-79198-7, pp. 1-133 - Jiaming Shen, Jiawei Han:
Automated Taxonomy Discovery and Exploration. Synthesis Lectures on Data Mining and Knowledge Discovery, Springer 2022, ISBN 978-3-031-11404-5, pp. 1-103
2019
- Kai Shu, Huan Liu:
Detecting Fake News on Social Media. Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers 2019, ISBN 978-3-031-00787-3 - Chao Zhang, Jiawei Han:
Multidimensional Mining of Massive Text Data. Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers 2019, ISBN 978-3-031-00786-6 - Guozhu Dong:
Exploiting the Power of Group Differences: Using Patterns to Solve Data Analysis Problems. Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers 2019, ISBN 978-3-031-00785-9
2018
- Xiang Ren, Jiawei Han:
Mining Structures of Factual Knowledge from Text: An Effort-Light Approach. Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers 2018, ISBN 978-3-031-00784-2
2017
- Danai Koutra, Christos Faloutsos:
Individual and Collective Graph Mining: Principles, Algorithms, and Applications. Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers 2017, ISBN 978-3-031-00783-5 - Jialu Liu, Jingbo Shang, Jiawei Han:
Phrase Mining from Massive Text and Its Applications. Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers 2017, ISBN 978-3-031-00782-8
2016
- James M. McCracken:
Exploratory Causal Analysis with Time Series Data. Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers 2016, ISBN 978-3-031-00781-1
2015
- Huiji Gao, Huan Liu:
Mining Human Mobility in Location-Based Social Networks. Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers 2015, ISBN 978-3-031-00780-4 - Chi Wang, Jiawei Han:
Mining Latent Entity Structures. Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers 2015, ISBN 978-3-031-00779-8
2014
- Nicola Barbieri, Giuseppe Manco, Ettore Ritacco:
Probabilistic Approaches to Recommendations. Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers 2014, ISBN 978-3-031-00778-1 - Manish Gupta, Jing Gao, Charu C. Aggarwal, Jiawei Han:
Outlier Detection for Temporal Data. Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers 2014, ISBN 978-3-031-00777-4
2013
- Geoffrey Barbier, Zhuo Feng, Pritam Gundecha, Huan Liu:
Provenance Data in Social Media. Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers 2013, ISBN 9781608457830, pp. 1-84
2012
- Deepayan Chakrabarti, Christos Faloutsos:
Graph Mining: Laws, Tools, and Case Studies. Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers 2012, ISBN 978-3-031-00775-0 - Yizhou Sun, Jiawei Han:
Mining Heterogeneous Information Networks: Principles and Methodologies. Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers 2012, ISBN 978-3-031-00774-3 - Elena Zheleva, Evimaria Terzi, Lise Getoor:
Privacy in Social Networks. Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers 2012, ISBN 978-3-031-00773-6
2010
- Lei Tang, Huan Liu:
Community Detection and Mining in Social Media. Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers 2010, ISBN 978-3-031-00772-9 - Giovanni Seni, John F. Elder IV:
Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions. Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers 2010, ISBN 978-3-031-00771-2
2009
- Nitin Agarwal, Huan Liu:
Modeling and Data Mining in Blogosphere. Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers 2009, ISBN 978-3-031-00770-5
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