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ORCIDInternational Journal of Data Science and Analytics, Volume 13
Volume 13, Number 1, January 2022
- Hady W. Lauw, Raymond Chi-Wing Wong, Alexandros Ntoulas:
Introduction to the special issue on data science in Asia (with PAKDD'2020). 1 - Pengmiao Zhang
, Ajitesh Srivastava, Ta-Yang Wang, César A. F. De Rose, Rajgopal Kannan, Viktor K. Prasanna:
C-MemMAP: clustering-driven compact, adaptable, and generalizable meta-LSTM models for memory access prediction. 3-16 - Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe:
Probabilistic exact adaptive random forest for recurrent concepts in data streams. 17-32 - Jiayu Li, Tianyun Zhang, Hao Tian, Shengmin Jin, Makan Fardad, Reza Zafarani:
Graph sparsification with graph convolutional networks. 33-46 - Yoshinao Ishii, Satoshi Koide, Keiichiro Hayakawa:
Learning low-dimensional manifolds under the L0-norm constraint for unsupervised outlier detection. 47-61 - Michael A. Hamilton, Danielle Hamilton, Oluwatamilore Soneye, Olorunshola Ayeyemi, Raed M. Jaradat:
An analysis of the impact of policies and political affiliation on racial disparities in COVID-19 infections and deaths in the USA. 63-76
Volume 13, Number 2, March 2022
- Takashi Nicholas Maeda, Shohei Shimizu:
Repetitive causal discovery of linear non-Gaussian acyclic models in the presence of latent confounders. 77-89 - Sebastian Buschjäger, Philipp-Jan Honysz, Katharina Morik:
Randomized outlier detection with trees. 91-104 - A. Srinivas Reddy, P. Krishna Reddy, Anirban Mondal, U. Deva Priyakumar:
Mining subgraph coverage patterns from graph transactions. 105-121 - Haripriya Harikumar, Santu Rana, Sunil Gupta, Thin Nguyen, Ramachandra Kaimal, Svetha Venkatesh:
Prescriptive analytics with differential privacy. 123-138 - Yang Li, Yi Pan:
A novel ensemble deep learning model for stock prediction based on stock prices and news. 139-149 - David Biesner, Rajkumar Ramamurthy, Robin Stenzel, Max Lübbering, Lars Patrick Hillebrand, Anna Ladi, Maren Pielka, Rüdiger Loitz, Christian Bauckhage, Rafet Sifa:
Anonymization of German financial documents using neural network-based language models with contextual word representations. 151-161
Volume 13, Number 3, April 2022
- Alicja Jasinska-Piadlo, Raymond R. Bond, Pardis Biglarbeigi, Rob Brisk, Patricia Campbell, David J. McEneaney:
What can machines learn about heart failure? A systematic literature review. 163-183 - Rohit Tripathi, Shilpa Rao:
Rumor containment in peer-to-peer message sharing online social networks. 185-198 - D. K. Santhosh Kumar, Demian Antony D'Mello:
DPISCAN: Distributed and parallel architecture with indexing for structural clustering of massive dynamic graphs. 199-223 - Pouya Mehrannia, Behzad Moshiri, Otman Basir:
Knowledgebase approximation using association rule aggregation. 225-237 - Ritika, Sunil Kumar Gupta:
HUFTI-SPM: high-utility and frequent time-interval sequential pattern mining from transactional databases. 239-250 - William Klement, Sébastien Gilbert, Virginia F. Resende, Donna E. Maziak, Andrew J. E. Seely, Farid M. Shamji, Sudhir R. Sundaresan, Patrick J. Villeneuve, Nathalie Japkowicz:
The validation of chest tube management after lung resection surgery using a random forest classifier. 251-263
Volume 13, Number 4, May 2022
- Anastasia Giachanou, Xiuzhen Zhang, Alberto Barrón-Cedeño, Olessia Koltsova, Paolo Rosso:
Online information disorder: fake news, bots and trolls. 265-269 - Sadiq Muhammed T, Saji K. Mathew:
The disaster of misinformation: a review of research in social media. 271-285 - Madalina Vlasceanu, Alin Coman:
The impact of information sources on COVID-19 knowledge accumulation and vaccination intention. 287-298 - Chaoyuan Zuo, Kritik Mathur, Dhruv Kela, Noushin Salek Faramarzi, Ritwik Banerjee:
Beyond belief: a cross-genre study on perception and validation of health information online. 299-314 - Veronika Batzdorfer, Holger Steinmetz, Marco Biella, Meysam Alizadeh:
Conspiracy theories on Twitter: emerging motifs and temporal dynamics during the COVID-19 pandemic. 315-333 - Shaina Raza, Chen Ding:
Fake news detection based on news content and social contexts: a transformer-based approach. 335-362 - Harald Stiff, Fredrik Johansson:
Detecting computer-generated disinformation. 363-383 - Anu Shrestha, Francesca Spezzano:
Characterizing and predicting fake news spreaders in social networks. 385-398 - Alexandre Parmentier, Robin Cohen, Xueguang Ma, Gaurav Sahu, Queenie Chen:
Personalized multi-faceted trust modeling to determine trust links in social media and its potential for misinformation management. 399-425
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