Linear algebraic abduction with partial evaluation

T Nguyen, K Inoue, C Sakama - International Symposium on Practical …, 2023 - Springer
Linear algebra is an ideal tool to redefine symbolic methods with the goal to achieve better
scalability. In solving the abductive Horn propositional problem, the transpose of a program …

Enhancing linear algebraic computation of logic programs using sparse representation

TQ Nguyen, K Inoue, C Sakama - New Generation Computing, 2022 - Springer
Algebraic characterization of logic programs has received increasing attention in recent
years. Researchers attempt to exploit connections between linear algebraic computation …

[PDF][PDF] On Converting Logic Programs Into Matrices.

TN Quoc, K Inoue - ICAART (2), 2023 - scitepress.org
Recently it has been demonstrated that deductive and abductive reasoning can be
performed by exploiting the linear algebraic characterization of logic programs. Those …

Algebraic Connection Between Logic Programming and Machine Learning

K Inoue - International Symposium on Functional and Logic …, 2024 - Springer
There have been attempts to connect machine learning and symbolic reasoning, providing
interfaces between them. This work focuses on our original approach to integrate machine …

Cascading Power

T Ågotnes, Z Christoff - International Workshop on Mechanism Design in …, 2024 - Springer
Cascading phenomena in social networks happen when the adoption of some behaviour by
initial adopters causes some of their immediate friends to adopt which again causes some of …

[PDF][PDF] Linear Algebraic Partial Evaluation of Logic Programs

T Nguyen, K Inoue, C Sakama - 2022 - ceur-ws.org
In logic programming, partial evaluation performs unfolding rules of a program in advance to
reduce the cost of inferencing steps. Recently, partial evaluation of logic programs has been …

Abductive Logic Programming and Linear Algebraic Computation

TQ Nguyen, K Inoue, C Sakama - Handbook of Abductive Cognition, 2012 - Springer
Abduction has been applied to various problems in many fields, and computing abductive
explanations is an essential task in such applications. Logic programming has been used for …