[HTML][HTML] Computational aspects of monotone dualization: A brief survey

T Eiter, K Makino, G Gottlob - Discrete Applied Mathematics, 2008 - Elsevier
Dualization of a monotone Boolean function represented by a conjunctive normal form
(CNF) is a problem which, in different disguise, is ubiquitous in many areas including …

[图书][B] Boolean functions: Theory, algorithms, and applications

Y Crama, PL Hammer - 2011 - books.google.com
Written by prominent experts in the field, this monograph provides the first comprehensive,
unified presentation of the structural, algorithmic and applied aspects of the theory of …

Levelwise search and borders of theories in knowledge discovery

H Mannila, H Toivonen - Data mining and knowledge discovery, 1997 - Springer
One of the basic problems in knowledge discovery in databases (KDD) is the following:
given a data set r, a class L of sentences for defining subgroups of r, and a selection …

[HTML][HTML] Sequential testing of complex systems: a review

T Ünlüyurt - Discrete Applied Mathematics, 2004 - Elsevier
We consider the problem of testing sequentially the components of a multi-component
system in order to learn the state of the system, when the tests are costly. In this review …

[PDF][PDF] On the complexity of dualization of monotone disjunctive normal forms

ML Fredman, L Khachiyan - Journal of algorithms, 1996 - cs.tau.ac.il
On the Complexity of Dualization of Monotone Disjunctive Normal Forms Page 1 Ž . JOURNAL
OF ALGORITHMS 21, 618628 1996 ARTICLE NO. 0062 On the Complexity of Dualization of …

On efficiently explaining graph-based classifiers

X Huang, Y Izza, A Ignatiev, J Marques-Silva - arXiv preprint arXiv …, 2021 - arxiv.org
Recent work has shown that not only decision trees (DTs) may not be interpretable but also
proposed a polynomial-time algorithm for computing one PI-explanation of a DT. This paper …

On the explanatory power of Boolean decision trees

G Audemard, S Bellart, L Bounia, F Koriche… - Data & Knowledge …, 2022 - Elsevier
Decision trees have long been recognized as models of choice in sensitive applications
where interpretability is of paramount importance. In this paper, we examine the …

On quantifying literals in Boolean logic and its applications to explainable AI

A Darwiche, P Marquis - Journal of Artificial Intelligence Research, 2021 - jair.org
Quantified Boolean logic results from adding operators to Boolean logic for existentially and
universally quantifying variables. This extends the reach of Boolean logic by enabling a …

Collaborative cache allocation and computation offloading in mobile edge computing

A Ndikumana, S Ullah, T LeAnh… - 2017 19th Asia …, 2017 - ieeexplore.ieee.org
Mobile data traffic is increasing astronomically. This enormous extent was not only caused
by the increasing in the number of mobile devices, but also the growing number of …

Novel binary-addition tree algorithm (BAT) for binary-state network reliability problem

WC Yeh - Reliability Engineering & System Safety, 2021 - Elsevier
Network structures and models have been widely adopted, eg, for Internet of Things,
wireless sensor networks, smart grids, transportation networks, communication networks …