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    Journal: Data Min. Knowl. Discov.

    Volume 34, Issue 6

    1621 -- 1641Zhuo Wang 0004, Runlong Hu, Qian Chen, Pei Gao, Xiaowei Xu 0001. ColluEagle: collusive review spammer detection using Markov random fields
    1642 -- 1675Hannah Rae Kerner, Kiri L. Wagstaff, Brian D. Bue, Danika F. Wellington, Samantha Jacob, Paul Horton, James F. Bell, Chiman Kwan, Heni Ben Amor. Comparison of novelty detection methods for multispectral images in rover-based planetary exploration missions
    1676 -- 1712Ofir Lindenbaum, Moshe Salhov, Arie Yeredor, Amir Averbuch. Gaussian bandwidth selection for manifold learning and classification
    1713 -- 1743Shima Imani, Frank Madrid, Wei Ding 0003, Scott E. Crouter, Eamonn J. Keogh. Introducing time series snippets: a new primitive for summarizing long time series
    1744 -- 1776Chenxu Wang, Yang Wang, Zhiyuan Zhao, Dong Qin, Xiapu Luo, Tao Qin. Credible seed identification for large-scale structural network alignment
    1777 -- 1804Jake H. Lee, Kiri L. Wagstaff. Visualizing image content to explain novel image discovery
    1805 -- 1858Vinícius M. A. de Souza, Denis Moreira dos Reis, André Gustavo Maletzke, Gustavo E. A. P. A. Batista. Challenges in benchmarking stream learning algorithms with real-world data
    1859 -- 1897Qian Ma, Wang-Chien Lee, Tao-Yang Fu, Yu Gu 0002, Ge Yu 0001. MIDIA: exploring denoising autoencoders for missing data imputation
    1898 -- 1935Alberto Lumbreras, Louis Filstroff, Cédric Févotte. Bayesian mean-parameterized nonnegative binary matrix factorization
    1936 -- 1962Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F. Schmidt, Jonathan Weber, Geoffrey I. Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean. InceptionTime: Finding AlexNet for time series classification
    1963 -- 1983Maryam Habibi, Johannes Starlinger, Ulf Leser. DeepTable: a permutation invariant neural network for table orientation classification
    1984 -- 1985Jadson Castro Gertrudes, Arthur Zimek, Jörg Sander 0001, Ricardo J. G. B. Campello. Correction to: A unified view of density-based methods for semi-supervised clustering and classification

    Volume 34, Issue 5

    1235 -- 1236Ira Assent, Carlotta Domeniconi, Aristides Gionis, Eyke Hüllermeier. Introduction to the special issue of the ECML PKDD 2020 journal track
    1237 -- 1266Maciej Grzenda, Heitor Murilo Gomes, Albert Bifet. Delayed labelling evaluation for data streams
    1267 -- 1290Xin Du, Yulong Pei, Wouter Duivesteijn, Mykola Pechenizkiy. Exceptional spatio-temporal behavior mining through Bayesian non-parametric modeling
    1291 -- 1335David García-Soriano, Francesco Bonchi. Fair-by-design matching
    1336 -- 1362Patrick Schäfer 0001, Ulf Leser. TEASER: early and accurate time series classification
    1363 -- 1389Jihong Wang, Minnan Luo, Fnu Suya, Jundong Li, Zijiang Yang, Qinghua Zheng. Scalable attack on graph data by injecting vicious nodes
    1390 -- 1420Stefano Calzavara, Claudio Lucchese, Gabriele Tolomei, Seyum Assefa Abebe, Salvatore Orlando 0001. Treant: training evasion-aware decision trees
    1421 -- 1453Peter Bloem, Steven de Rooij. Large-scale network motif analysis using compression
    1454 -- 1495Angus Dempster, François Petitjean, Geoffrey I. Webb. ROCKET: exceptionally fast and accurate time series classification using random convolutional kernels
    1496 -- 1530Felipe Kenji Nakano, Ricardo Cerri, Celine Vens. Active learning for hierarchical multi-label classification
    1531 -- 1559Guiliang Liu, Yudong Luo, Oliver Schulte, Tarak Kharrat. Deep soccer analytics: learning an action-value function for evaluating soccer players
    1560 -- 1588Shameem Ahamed Puthiya Parambath, Sanjay Chawla. Simple and effective neural-free soft-cluster embeddings for item cold-start recommendations
    1589 -- 1620Bay-Yuan Hsu, Chia-Lin Tu, Ming-Yi Chang, Chih-Ya Shen. CrawlSN: community-aware data acquisition with maximum willingness in online social networks

    Volume 34, Issue 4

    905 -- 948Muhammad Irfan Yousuf, Suhyun Kim. Guided sampling for large graphs
    949 -- 979Yan Zhu 0014, Shaghayegh Gharghabi, Diego Furtado Silva, Hoang Anh Dau, Chin-Chia Michael Yeh, Nader Shakibay Senobari, Abdulaziz Almaslukh, Kaveh Kamgar, Zachary Zimmerman, Gareth J. Funning, Abdullah Mueen, Eamonn J. Keogh. The Swiss army knife of time series data mining: ten useful things you can do with the matrix profile and ten lines of code
    980 -- 1021Jinghan Meng, Napath Pitaksirianan, Yi-Cheng Tu. Counting frequent patterns in large labeled graphs: a hypergraph-based approach
    1022 -- 1071Michele Linardi, Yan Zhu 0014, Themis Palpanas, Eamonn J. Keogh. Matrix profile goes MAD: variable-length motif and discord discovery in data series
    1072 -- 1103Yulong Pei, Xin Du, Jianpeng Zhang, George Fletcher, Mykola Pechenizkiy. struc2gauss: Structural role preserving network embedding via Gaussian embedding
    1104 -- 1135Shaghayegh Gharghabi, Shima Imani, Anthony J. Bagnall, Amirali Darvishzadeh, Eamonn J. Keogh. An ultra-fast time series distance measure to allow data mining in more complex real-world deployments
    1136 -- 1174Saeid Hosseini, Saeed Najafi Pour, Ngai-Man Cheung, Hongzhi Yin, Mohammad Reza Kangavari 0001, Xiaofang Zhou 0001. TEAGS: time-aware text embedding approach to generate subgraphs
    1175 -- 1200Steven Elsworth, Stefan Güttel. ABBA: adaptive Brownian bridge-based symbolic aggregation of time series
    1201 -- 1234Leonardo Pellegrina, Fabio Vandin. Efficient mining of the most significant patterns with permutation testing

    Volume 34, Issue 3

    611 -- 651Florian Adriaens, Tijl De Bie, Aristides Gionis, Jefrey Lijffijt, Antonis Matakos, Polina Rozenshtein. Relaxing the strong triadic closure problem for edge strength inference
    652 -- 680Carlos Andres Ferrero, Lucas May Petry, Luis Otávio Alvares, Camila Leite da Silva, Willian Zalewski, Vania Bogorny. MasterMovelets: discovering heterogeneous movelets for multiple aspect trajectory classification
    681 -- 722Fatemeh Riahi, Oliver Schulte. Model-based exception mining for object-relational data
    723 -- 741Irene Ortner, Peter Filzmoser, Christophe Croux. Robust and sparse multigroup classification by the optimal scoring approach
    742 -- 775Ahmed Shifaz, Charlotte Pelletier, François Petitjean, Geoffrey I. Webb. TS-CHIEF: a scalable and accurate forest algorithm for time series classification
    776 -- 811Marco Capó, Aritz Pérez, José Antonio Lozano. An efficient K-means clustering algorithm for tall data
    812 -- 832Matthias Schmid, Thomas Welchowski, Marvin N. Wright, Moritz Berger. Discrete-time survival forests with Hellinger distance decision trees
    833 -- 869Zengyou He, Hao Liang, Zheng Chen, Can Zhao, Yan Liu. Computing exact P-values for community detection
    870 -- 904Taha Ceritli, Christopher K. I. Williams, James Geddes. ptype: probabilistic type inference

    Volume 34, Issue 2

    273 -- 308Diego Olaya, Kristof Coussement, Wouter Verbeke. A survey and benchmarking study of multitreatment uplift modeling
    309 -- 354Sevvandi Kandanaarachchi, Mario A. Muñoz, Rob J. Hyndman, Kate Smith-Miles. On normalization and algorithm selection for unsupervised outlier detection
    355 -- 393Anes Bendimerad, Ahmad Mel, Jefrey Lijffijt, Marc Plantevit, Céline Robardet, Tijl De Bie. SIAS-miner: mining subjectively interesting attributed subgraphs
    394 -- 442Adnene Belfodil, Sylvie Cazalens, Philippe Lamarre, Marc Plantevit. Identifying exceptional (dis)agreement between groups
    443 -- 477Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese. Mining relaxed functional dependencies from data
    478 -- 532Fedor V. Fomin, Petr A. Golovach, Fahad Panolan. Parameterized low-rank binary matrix approximation
    533 -- 562Catherine Kerr, Terri Hoare, Paula Carroll, Jakub Marecek. Integer programming ensemble of temporal relations classifiers
    563 -- 609Thomas Guyet, René Quiniou. NegPSpan: efficient extraction of negative sequential patterns with embedding constraints

    Volume 34, Issue 1

    1 -- 20Jia Zhu, Zetao Zheng, Min Yang 0007, Gabriel Pui Cheong Fung, Yong Tang 0001. A semi-supervised model for knowledge graph embedding
    21 -- 49Kai Puolamäki, Emilia Oikarinen, Bo Kang, Jefrey Lijffijt, Tijl De Bie. Interactive visual data exploration with subjective feedback: an information-theoretic approach
    50 -- 74Felipe Azevedo Pinage, Eulanda Miranda dos Santos, João Gama. A drift detection method based on dynamic classifier selection
    75 -- 100Min Shi, Yufei Tang, Xingquan Zhu, Jianxun Liu, Haibo He. Topical network embedding
    101 -- 123Taito Lee, Shin Matsushima, Kenji Yamanishi. Grafting for combinatorial binary model using frequent itemset mining
    124 -- 162Sunil Aryal, Kai Ming Ting, Takashi Washio, Gholamreza Haffari. A comparative study of data-dependent approaches without learning in measuring similarities of data objects
    163 -- 200Meike Zehlike, Philipp Hacker, Emil Wiedemann. Matching code and law: achieving algorithmic fairness with optimal transport
    201 -- 230Mehdi Katranji, Sami Kraiem, Laurent Moalic, Guilhem Sanmarty, Ghazaleh Khodabandelou, Alexandre Caminada, Fouad Hadj-Selem. Deep multi-task learning for individuals origin-destination matrices estimation from census data
    231 -- 272Chang Wei Tan, François Petitjean, Geoffrey I. Webb. FastEE: Fast Ensembles of Elastic Distances for time series classification
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