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ORCIDInternational Journal of Data Science and Analytics, Volume 12
Volume 12, Number 1, June 2021
- Wei Du, Xintao Wu
:
Enhancing personalized modeling via weighted and adversarial learning. 1-14 - Simon Luo, Victor W. Chu, Zhidong Li, Yang Wang, Jianlong Zhou, Fang Chen, Raymond K. Wong:
Multi-task learning by hierarchical Dirichlet mixture model for sparse failure prediction. 15-29 - Monidipa Das:
Analyzing impact of parental occupation on child's learning performance: a semantics-driven probabilistic approach. 31-44 - Johannes Wachs, Mihály Fazekas, János Kertész:
Corruption risk in contracting markets: a network science perspective. 45-60 - Zhaokun Xue, Alva L. Couch:
A recommendation system for scientific water data. 61-75 - Alina Sîrbu, Gennady L. Andrienko, Natalia V. Andrienko, Chiara Boldrini, Marco Conti, Fosca Giannotti, Riccardo Guidotti, Simone Bertoli, Jisu Kim, Cristina Ioana Muntean, Luca Pappalardo, Andrea Passarella, Dino Pedreschi, Laura Pollacci, Francesca Pratesi, Rajesh Sharma:
Correction to: Human migration: the big data perspective. 77 - Nikolaus Forgó, Stefanie Hänold, Jeroen van den Hoven, Tina Krügel, Iryna V. Lishchuk, René Mahieu, Anna Monreale, Dino Pedreschi, Francesca Pratesi, David van Putten:
Correction to: An ethico-legal framework for social data science. 79
Volume 12, Number 2, August 2021
- Longbing Cao, Qiang Yang, Philip S. Yu:
Data science and AI in FinTech: an overview. 81-99 - Yanchen Wang, Lisa Singh:
Analyzing the impact of missing values and selection bias on fairness. 101-119 - Paulo Paraíso, Saulo Ruiz, Pedro Gomes, Luís Rodrigues, João Gama:
Using network features for credit scoring in microfinance. 121-134 - Valentina Shumovskaia, Kirill Fedyanin, Ivan Sukharev, Dmitry Berestnev, Maxim Panov:
Linking bank clients using graph neural networks powered by rich transactional data. 135-145 - Ka Yee Wong, Raymond K. Wong:
Big data quality prediction informed by banking regulation. 147-164 - Bertrand Lebichot, Gian Marco Paldino, Wissam Siblini, Liyun He-Guelton, Frédéric Oblé, Gianluca Bontempi:
Incremental learning strategies for credit cards fraud detection. 165-174 - Qiyu Wang:
Cryptocurrencies asset pricing via machine learning. 175-183
Volume 12, Number 3, September 2021
- Sambriddhi Mainali, Max H. Garzon, Deepak Venugopal, Kalidas Jana, Ching-Chi Yang, Nirman Kumar, Dale Bowman, Lih-Yuan Deng:
An Information-theoretic approach to dimensionality reduction in data science. 185-203 - Mariana Oliveira, Nuno Moniz, Luís Torgo, Vítor Santos Costa:
Biased resampling strategies for imbalanced spatio-temporal forecasting. 205-228 - Kazuo Aoyama, Kazumi Saito, Tetsuo Ikeda:
CPI-model-based analysis of sparse k-means clustering algorithms. 229-248 - Michael C. Thrun, Felix Pape, Alfred Ultsch:
Conventional displays of structures in data compared with interactive projection-based clustering (IPBC). 249-271 - Komallapalli Kaushik, P. Krishna Reddy, Anirban Mondal, Akhil Ralla:
An incremental framework to extract coverage patterns for dynamic databases. 273-291 - Jay Damask:
Correction to: A consistently oriented basis for eigenanalysis. 293 - Zhaokun Xue, Alva L. Couch:
Correction to: A recommendation system for scientific water data. 295
Volume 12, Number 4, October 2021
- Ralph Foorthuis:
On the nature and types of anomalies: a review of deviations in data. 297-331 - Félix Iglesias, Tanja Zseby, Arthur Zimek:
Clustering refinement. 333-353 - M. Sivakumar, Srinivasulu Reddy Uyyala:
Aspect-based sentiment analysis of mobile phone reviews using LSTM and fuzzy logic. 355-367 - Bowen Du, Zirong Zhao, Jiejie Zhao, Le Yu, Leilei Sun, Weifeng Lv:
Modelling the epidemic dynamics of COVID-19 with consideration of human mobility. 369-382 - Jesimar da Silva Arantes, Márcio da Silva Arantes, Herberth Birck Fröhlich, Laure Siret, Renan Bonnard:
A novel unsupervised method for anomaly detection in time series based on statistical features for industrial predictive maintenance. 383-404 - Michael C. Thrun, Felix Pape, Alfred Ultsch:
Correction to: Conventional displays of structures in data compared with interactive projection-based clustering (IPBC). 405
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