Current Focus Areas for the PNC Center
Artificial Intelligence and Machine Learning
Interpretable/Explainable Machine Learning Marketing Models for Banking
The center supports research that produces explainable/interpretable ML marketing models of consumer financial behavior while maintaining a high level of prediction accuracy. These models should be able to explain their rationale, characterize their strengths and weaknesses, and convey an understanding of how they will behave in the future.
Interpretable Dynamic Programming Policies informed by Managerial Insights with Application to Sequential Marketing Decision Making by Read More
Mapping Treasury Management’s Payment Network by and READ MORE
MPC for Privacy-Preserving Machine Learning by READ MORE
Cryptocurrency/Blockchain
Blockchain Applications to Banking
The center supports research that studies conceptual or practical issues related to blockchain use for banking in areas related to Know your Customer, transaction settlement, fraud reduction, smart contracts, etc.
바카라 온라인 추천 Coin/Cryptocurreny Testbed at 바카라 온라인 추천
The center is supporting an effort to create a cryptocurrency testbed that can be used by researchers. To this end, the center is supporting creation of a 바카라 온라인 추천-focused cryptocurrency— 바카라 온라인 추천 Coin. The goal is to create a cryptocurrency that is secure, legal, focused on privacy rather than anonymity, has greener alternatives to the proof of work, and ensures continued decentralization as the coin matures. The effort is engaging the 바카라 온라인 추천 community both in identifying potential use-cases and in developing the underlying mechanisms and the code for the 바카라 온라인 추천 coin.
Blockchains with Private Computations by Read More
Cryptocurrencies with Two-Factor Authentication by READ MORE
Exchange Design: Evidence from Cryptocurrency Exchanges by , Bryan Routledge and Ariel Zetlin-Jones READ MORE
Data Grant Projects
Understanding the Impact of Changing Bank Network on Local Loan Business in Different Market Structure by Rebecca Lessem Read More
Selective Projects Supported by the PNC Center
2017
Building Credit Histories with Heterogeneously-Informed Lenders
by Read More
Predicting Financial Transactions in Context
by Read More
Do Data Breaches Matter?
by Read More
Humans in Loop for Machine Learning in Financial Services and other E-Commerce companies
by , , Read More
2016
Recognition of Product and Service usage Patterns through the Lens of Digital Experience
by READ MORE
Robust Predictive Intelligence for Financial Services
by READ MORE
PD Modeling of Middle Market Firms with Macroeconomic and Industry Covariates
by READ MORE
Dynamic Customer Spendings Modeling for Business Analytics
by READ MORE
Designing Connected Products for Improved Financial Well-Being
by , Jonathan Cagan READ MORE
2015
Detection & Characterization of Triggers of Changes of Relationship or Banking Behavior
by READ MORE
Decision Making Styles and Consumer Financial Well-Being
by READ MORE
Leveraging Mental Accounting in the Design of Financial Services and Products
by , , George Loewenstein READ MORE
Financial Advice Taking in Online Environments
by READ MORE
Development of a Data-Driven Open Source Password Meter
by , , READ MORE
Password Policy Security and Usability
by , , READ MORE
Fraud Detection in Financial Data
by READ MORE
Personalizing Reward Program Offers
by READ MORE
Merging Physical and Virtual Worlds: Leveraging the Internet of Things for Improved Customer Experiences
by READ MORE
Improving Financial Well-Being through Personalized Financial Product Recommendations
by READ MORE