Financial Instruments Recommendation based on Classification Financial Consumer by Text Mining Techniques

Financial Instruments in Recommendation Mechanisms

Capability-Based Financial Instruments

Every novel cooperative arrangement of mutually suspicious parties interacting electronically — every smart contract — effectively requires a new cryptographic protocol. However, if every new contract requires new cryptographic protocol design, our dreams of cryptographically enabled electronic commerce would be unreachable. Cryptographic protocol design is too hard and expensive, given our unl...

The application of data mining techniques in manipulated financial statement classification: The case of turkey

Predicting financially false statements to detect frauds in companies has an increasing trend in recent studies. The manipulations in financial statements can be discovered by auditors when related financial records and indicators are analyzed in depth together with the experience of auditors in order to create knowledge to develop a decision support system to classify firms. Auditors may annot...

Inverse Signal Classification for Financial Instruments

The paper presents new machine learning methods: signal composition, which classifies time-series regardless of length, type, and quantity; and self-labeling, a supervised-learning enhancement. The paper describes further the implementation of the methods on a financial search engine system using a collection of 7,881 financial instruments traded during 2011 to identify inverse behavior among t...

Financial Product Recommendation through Case-based Reasoning and Diversification Techniques

This work proposes a framework for financial product recommendation which combines case-based reasoning with diversification techniques to support wealth managers in recommending personalized investment portfolios. The performance of the framework has been evaluated against 1172 real users, and results show that the yield obtained by recommended portfolios overcomes that of portfolios proposed ...