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@book{DBLP:series/synthesis-dmk/2023Shi,
  author       = {Chuan Shi and
                  Xiao Wang and
                  Cheng Yang},
  title        = {Advances in Graph Neural Networks},
  series       = {Synthesis Lectures on Data Mining and Knowledge Discovery},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-16174-2},
  doi          = {10.1007/978-3-031-16174-2},
  isbn         = {978-3-031-16173-5},
  timestamp    = {Tue, 17 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/synthesis-dmk/2023Shi.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@book{DBLP:series/synthesis-dmk/2022Bonchi,
  author       = {Francesco Bonchi and
                  David Garc{\'{\i}}a{-}Soriano and
                  Francesco Gullo},
  title        = {Correlation Clustering},
  series       = {Synthesis Lectures on Data Mining and Knowledge Discovery},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-79210-6},
  doi          = {10.1007/978-3-031-79210-6},
  isbn         = {978-3-031-79198-7},
  timestamp    = {Sat, 28 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/synthesis-dmk/2022Bonchi.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@book{DBLP:series/synthesis-dmk/2022Shen,
  author       = {Jiaming Shen and
                  Jiawei Han},
  title        = {Automated Taxonomy Discovery and Exploration},
  series       = {Synthesis Lectures on Data Mining and Knowledge Discovery},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-11405-2},
  doi          = {10.1007/978-3-031-11405-2},
  isbn         = {978-3-031-11404-5},
  timestamp    = {Tue, 17 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/synthesis-dmk/2022Shen.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@book{DBLP:series/synthesis/2019Dong,
  author       = {Guozhu Dong},
  title        = {Exploiting the Power of Group Differences: Using Patterns to Solve
                  Data Analysis Problems},
  series       = {Synthesis Lectures on Data Mining and Knowledge Discovery},
  publisher    = {Morgan {\&} Claypool Publishers},
  year         = {2019},
  url          = {https://doi.org/10.2200/S00897ED1V01Y201901DMK016},
  doi          = {10.2200/S00897ED1V01Y201901DMK016},
  isbn         = {978-3-031-00785-9},
  timestamp    = {Tue, 17 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/synthesis/2019Dong.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@book{DBLP:series/synthesis/2019Shu,
  author       = {Kai Shu and
                  Huan Liu},
  title        = {Detecting Fake News on Social Media},
  series       = {Synthesis Lectures on Data Mining and Knowledge Discovery},
  publisher    = {Morgan {\&} Claypool Publishers},
  year         = {2019},
  url          = {https://doi.org/10.2200/S00926ED1V01Y201906DMK018},
  doi          = {10.2200/S00926ED1V01Y201906DMK018},
  isbn         = {978-3-031-00787-3},
  timestamp    = {Tue, 17 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/synthesis/2019Shu.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@book{DBLP:series/synthesis/2019Zhang,
  author       = {Chao Zhang and
                  Jiawei Han},
  title        = {Multidimensional Mining of Massive Text Data},
  series       = {Synthesis Lectures on Data Mining and Knowledge Discovery},
  publisher    = {Morgan {\&} Claypool Publishers},
  year         = {2019},
  url          = {https://doi.org/10.2200/S00903ED1V01Y201902DMK017},
  doi          = {10.2200/S00903ED1V01Y201902DMK017},
  isbn         = {978-3-031-00786-6},
  timestamp    = {Tue, 17 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/synthesis/2019Zhang.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@book{DBLP:series/synthesis/2018Ren,
  author       = {Xiang Ren and
                  Jiawei Han},
  title        = {Mining Structures of Factual Knowledge from Text: An Effort-Light
                  Approach},
  series       = {Synthesis Lectures on Data Mining and Knowledge Discovery},
  publisher    = {Morgan {\&} Claypool Publishers},
  year         = {2018},
  url          = {https://doi.org/10.2200/S00860ED1V01Y201806DMK015},
  doi          = {10.2200/S00860ED1V01Y201806DMK015},
  isbn         = {978-3-031-00784-2},
  timestamp    = {Tue, 17 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/synthesis/2018Ren.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@book{DBLP:series/synthesis/2017Koutra,
  author       = {Danai Koutra and
                  Christos Faloutsos},
  title        = {Individual and Collective Graph Mining: Principles, Algorithms, and
                  Applications},
  series       = {Synthesis Lectures on Data Mining and Knowledge Discovery},
  publisher    = {Morgan {\&} Claypool Publishers},
  year         = {2017},
  url          = {https://doi.org/10.2200/S00796ED1V01Y201708DMK014},
  doi          = {10.2200/S00796ED1V01Y201708DMK014},
  isbn         = {978-3-031-00783-5},
  timestamp    = {Tue, 17 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/synthesis/2017Koutra.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@book{DBLP:series/synthesis/2017Liu,
  author       = {Jialu Liu and
                  Jingbo Shang and
                  Jiawei Han},
  title        = {Phrase Mining from Massive Text and Its Applications},
  series       = {Synthesis Lectures on Data Mining and Knowledge Discovery},
  publisher    = {Morgan {\&} Claypool Publishers},
  year         = {2017},
  url          = {https://doi.org/10.2200/S00759ED1V01Y201702DMK013},
  doi          = {10.2200/S00759ED1V01Y201702DMK013},
  isbn         = {978-3-031-00782-8},
  timestamp    = {Tue, 17 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/synthesis/2017Liu.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@book{DBLP:series/synthesis/2016McCracken,
  author       = {James M. McCracken},
  title        = {Exploratory Causal Analysis with Time Series Data},
  series       = {Synthesis Lectures on Data Mining and Knowledge Discovery},
  publisher    = {Morgan {\&} Claypool Publishers},
  year         = {2016},
  url          = {https://doi.org/10.2200/S00707ED1V01Y201602DMK012},
  doi          = {10.2200/S00707ED1V01Y201602DMK012},
  isbn         = {978-3-031-00781-1},
  timestamp    = {Tue, 17 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/synthesis/2016McCracken.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@book{DBLP:series/synthesis/2015GaoL,
  author       = {Huiji Gao and
                  Huan Liu},
  title        = {Mining Human Mobility in Location-Based Social Networks},
  series       = {Synthesis Lectures on Data Mining and Knowledge Discovery},
  publisher    = {Morgan {\&} Claypool Publishers},
  year         = {2015},
  url          = {https://doi.org/10.2200/S00630ED1V01Y201502DMK011},
  doi          = {10.2200/S00630ED1V01Y201502DMK011},
  isbn         = {978-3-031-00780-4},
  timestamp    = {Tue, 17 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/synthesis/2015GaoL.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@book{DBLP:series/synthesis/2015WangH,
  author       = {Chi Wang and
                  Jiawei Han},
  title        = {Mining Latent Entity Structures},
  series       = {Synthesis Lectures on Data Mining and Knowledge Discovery},
  publisher    = {Morgan {\&} Claypool Publishers},
  year         = {2015},
  url          = {https://doi.org/10.2200/S00625ED1V01Y201502DMK010},
  doi          = {10.2200/S00625ED1V01Y201502DMK010},
  isbn         = {978-3-031-00779-8},
  timestamp    = {Tue, 17 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/synthesis/2015WangH.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@book{DBLP:series/synthesis/2014Barbieri,
  author       = {Nicola Barbieri and
                  Giuseppe Manco and
                  Ettore Ritacco},
  title        = {Probabilistic Approaches to Recommendations},
  series       = {Synthesis Lectures on Data Mining and Knowledge Discovery},
  publisher    = {Morgan {\&} Claypool Publishers},
  year         = {2014},
  url          = {https://doi.org/10.2200/S00574ED1V01Y201403DMK009},
  doi          = {10.2200/S00574ED1V01Y201403DMK009},
  isbn         = {978-3-031-00778-1},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/synthesis/2014Barbieri.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@book{DBLP:series/synthesis/2014Gupta,
  author       = {Manish Gupta and
                  Jing Gao and
                  Charu C. Aggarwal and
                  Jiawei Han},
  title        = {Outlier Detection for Temporal Data},
  series       = {Synthesis Lectures on Data Mining and Knowledge Discovery},
  publisher    = {Morgan {\&} Claypool Publishers},
  year         = {2014},
  url          = {https://doi.org/10.2200/S00573ED1V01Y201403DMK008},
  doi          = {10.2200/S00573ED1V01Y201403DMK008},
  isbn         = {978-3-031-00777-4},
  timestamp    = {Tue, 17 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/synthesis/2014Gupta.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@book{DBLP:series/synthesis/2013Barbier,
  author       = {Geoffrey Barbier and
                  Zhuo Feng and
                  Pritam Gundecha and
                  Huan Liu},
  title        = {Provenance Data in Social Media},
  series       = {Synthesis Lectures on Data Mining and Knowledge Discovery},
  publisher    = {Morgan {\&} Claypool Publishers},
  year         = {2013},
  url          = {https://doi.org/10.2200/S00496ED1V01Y201304DMK007},
  doi          = {10.2200/S00496ED1V01Y201304DMK007},
  isbn         = {9781608457830},
  timestamp    = {Tue, 17 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/synthesis/2013Barbier.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@book{DBLP:series/synthesis/2012Chakrabarti,
  author       = {Deepayan Chakrabarti and
                  Christos Faloutsos},
  title        = {Graph Mining: Laws, Tools, and Case Studies},
  series       = {Synthesis Lectures on Data Mining and Knowledge Discovery},
  publisher    = {Morgan {\&} Claypool Publishers},
  year         = {2012},
  url          = {https://doi.org/10.2200/S00449ED1V01Y201209DMK006},
  doi          = {10.2200/S00449ED1V01Y201209DMK006},
  isbn         = {978-3-031-00775-0},
  timestamp    = {Tue, 17 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/synthesis/2012Chakrabarti.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@book{DBLP:series/synthesis/2012Sun,
  author       = {Yizhou Sun and
                  Jiawei Han},
  title        = {Mining Heterogeneous Information Networks: Principles and Methodologies},
  series       = {Synthesis Lectures on Data Mining and Knowledge Discovery},
  publisher    = {Morgan {\&} Claypool Publishers},
  year         = {2012},
  url          = {https://doi.org/10.2200/S00433ED1V01Y201207DMK005},
  doi          = {10.2200/S00433ED1V01Y201207DMK005},
  isbn         = {978-3-031-00774-3},
  timestamp    = {Tue, 17 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/synthesis/2012Sun.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@book{DBLP:series/synthesis/2012Zheleva,
  author       = {Elena Zheleva and
                  Evimaria Terzi and
                  Lise Getoor},
  title        = {Privacy in Social Networks},
  series       = {Synthesis Lectures on Data Mining and Knowledge Discovery},
  publisher    = {Morgan {\&} Claypool Publishers},
  year         = {2012},
  url          = {https://doi.org/10.2200/S00408ED1V01Y201203DMK004},
  doi          = {10.2200/S00408ED1V01Y201203DMK004},
  isbn         = {978-3-031-00773-6},
  timestamp    = {Tue, 17 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/synthesis/2012Zheleva.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@book{DBLP:series/synthesis/2010Seni,
  author       = {Giovanni Seni and
                  John F. Elder IV},
  title        = {Ensemble Methods in Data Mining: Improving Accuracy Through Combining
                  Predictions},
  series       = {Synthesis Lectures on Data Mining and Knowledge Discovery},
  publisher    = {Morgan {\&} Claypool Publishers},
  year         = {2010},
  url          = {https://doi.org/10.2200/S00240ED1V01Y200912DMK002},
  doi          = {10.2200/S00240ED1V01Y200912DMK002},
  isbn         = {978-3-031-00771-2},
  timestamp    = {Tue, 17 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/synthesis/2010Seni.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@book{DBLP:series/synthesis/2010Tang,
  author       = {Lei Tang and
                  Huan Liu},
  title        = {Community Detection and Mining in Social Media},
  series       = {Synthesis Lectures on Data Mining and Knowledge Discovery},
  publisher    = {Morgan {\&} Claypool Publishers},
  year         = {2010},
  url          = {https://doi.org/10.2200/S00298ED1V01Y201009DMK003},
  doi          = {10.2200/S00298ED1V01Y201009DMK003},
  isbn         = {978-3-031-00772-9},
  timestamp    = {Tue, 17 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/synthesis/2010Tang.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@book{DBLP:series/synthesis/2009Agrawal,
  author       = {Nitin Agarwal and
                  Huan Liu},
  title        = {Modeling and Data Mining in Blogosphere},
  series       = {Synthesis Lectures on Data Mining and Knowledge Discovery},
  publisher    = {Morgan {\&} Claypool Publishers},
  year         = {2009},
  url          = {https://doi.org/10.2200/S00213ED1V01Y200907DMK001},
  doi          = {10.2200/S00213ED1V01Y200907DMK001},
  isbn         = {978-3-031-00770-5},
  timestamp    = {Tue, 17 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/synthesis/2009Agrawal.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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