Title	Publication Date	Language	Citations
Data Science and its Relationship to Big Data and Data-Driven Decision Making	2013/03/01	English	513
Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments	2017/06/01	English	475
The Quantified Self: Fundamental Disruption in Big Data Science and Biological Discovery	2013/06/01	English	381
Effects of Distance Measure Choice on K-Nearest Neighbor Classifier Performance: A Review	2019/12/01	English	215
FakeNewsNet: A Data Repository with News Content, Social Context, and Spatiotemporal Information for Studying Fake News on Social Media	2020/06/01	English	199
Deep Learning for Time Series Forecasting: A Survey	2021/02/01	English	189
Population-Level Prediction of Type 2 Diabetes From Claims Data and Analysis of Risk Factors	2015/12/01	English	104
A Big Data Guide to Understanding Climate Change: The Case for Theory-Guided Data Science	2014/09/01	English	97
Predictive Modeling With Big Data: Is Bigger Really Better?	2013/12/01	English	96
Big Data and Disease Prevention: From Quantified Self to Quantified Communities	2013/09/01	English	87
Coronavirus Optimization Algorithm: A Bioinspired Metaheuristic Based on the COVID-19 Propagation Model	2020/08/01	English	85
Critique and Contribute: A Practice-Based Framework for Improving Critical Data Studies and Data Science	2017/06/01	English	70
The Uses of Big Data in Cities	2014/03/01	English	70
Combining Human Computing and Machine Learning to Make Sense of Big (Aerial) Data for Disaster Response	2016/03/01	English	68
On the Safety of Machine Learning: Cyber-Physical Systems, Decision Sciences, and Data Products	2017/09/01	English	63
Conscientious Classification: A Data Scientist's Guide to Discrimination-Aware Classification	2017/06/01	English	60
Diversity in Big Data: A Review	2017/06/01	English	53
Detecting Bots on Russian Political Twitter	2017/12/01	English	52
Aspects of Data Ethics in a Changing World: Where Are We Now?	2018/09/01	English	50
Improving the Efficiency and Ease of Healthcare Analysis Through Use of Data Visualization Dashboards	2016/06/01	English	49
Making Sense of Big Data	2013/03/01	English	49
Deep Learning Method for Denial of Service Attack Detection Based on Restricted Boltzmann Machine	2018/06/01	English	47
Visualizing Dynamic Bitcoin Transaction Patterns	2016/06/01	English	47
Why Big Data Won't Cure Us	2013/09/01	English	44
Stock Market Prediction Using Optimized Deep-ConvLSTM Model	2020/02/01	English	43
Not Every Pass Can Be an Assist: A Data-Driven Model to Measure Pass Effectiveness in Professional Soccer Matches	2019/03/01	English	41
Social Bots: Human-Like by Means of Human Control?	2017/12/01	English	38
A Literature Survey and Experimental Evaluation of the State-of-the-Art in Uplift Modeling: A Stepping Stone Toward the Development of Prescriptive Analytics	2018/03/01	English	37
Impact of Centrality Measures on the Common Neighbors in Link Prediction for Multiplex Networks	2022/04/01	English	35
Mining the Quantified Self: Personal Knowledge Discovery as a Challenge for Data Science	2015/12/01	English	35