activity
20122021
most citedUHop: An Unrestricted-Hop Relation Extraction Framework for Knowledge-Based Question Answering

48 citations · 111 across the 23 of their papers we have counts for

collaborators

23 papers

math.DS2021★ 6 cited

Stem and topological entropy on Cayley trees

Jung-Chao Ban, Chih-Hung Chang, Yu-Liang Wu +1

We consider the existence of the topological entropy of shift spaces on a finitely generated semigroup whose Cayley graph is a tree. The considered semigroups include free groups.…

math.DS2021

Characterization and Topological Behavior of Homomorphism Tree-Shifts

Jung-Chao Ban, Chih-Hung Chang, Wen-Guei Hu +2

The purpose of this article is twofold. On one hand, we reveal the equivalence of shift of finite type between a one-sided shift and its associated hom tree-shift $\mathcal{T}_…

math.DS2020

Topological Entropy for Shifts of Finite Type Over and Trees

Jung-Chao Ban, Chih-Hung Chang, Wen-Guei Hu +1

We study the topological entropy of hom tree-shifts and show that, although the topological entropy is not a conjugacy invariant for tree-shifts in general, it remains invariant fo…

math.DS2019

Topologically Mixing Properties of Multiplicative Integer System

Jung-Chao Ban, Chih-Hung Chang, Wen-Guei Hu +2

Motivated from the study of multiple ergodic average, the investigation of multiplicative shift spaces has drawn much of interest among researchers. This paper focuses on the relat…

math.DS2019★ 3 cited

Decidability of irreducible tree shifts of finite type

Jung-Chao Ban, Chih-Hung Chang, Nai-Zhu Huang +1

We reveal an algorithm for determining the complete prefix code irreducibility (CPC-irreducibility) of dyadic trees labeled by a finite alphabet. By introducing an extended directe…

cs.CL2019★ 48 cited

UHop: An Unrestricted-Hop Relation Extraction Framework for Knowledge-Based Question Answering

Zi-Yuan Chen, Chih-Hung Chang, Yi-Pei Chen +2

In relation extraction for knowledge-based question answering, searching from one entity to another entity via a single relation is called "one hop". In related work, an exhaustive…

math.DS2018

Complexity of Shift Spaces on Semigroups

J. C. Ban, C. H. Chang, Y. Z. Huang

Let be a semigroup with generating set and equivalences among determined by a matrix . This paper investigates the comple…

math.DS2018★ 2 cited

On the topological entropy of subshifts of finite type on free semigroups

Jung-Chao Ban, Chih-Hung Chang

In this paper, we provide an effective method to compute the topological entropies of -subshifts of finite type (-SFTs) with and , the free group and free se…

math.DS2018★ 1 cited

Topological Degree of Shift Spaces on Monoids

Jung-Chao Ban, Chih-Hung Chang, Nai-Zhu Huang

This paper considers the topological degree of -shifts of finite type for the case where is a nonabelian monoid. Whenever the Cayley graph of has a finite representation…

math.DS2017★ 3 cited

Coloring Fibonacci-Cayley tree: An application to neural networks

Jung-Chao Ban, Chih-Hung Chang

This paper investigates the coloring problem on Fibonacci-Cayley tree, which is a Cayley graph whose vertex set is the Fibonacci sequence. More precisely, we elucidate the complexi…

math.DS2017★ 4 cited

Entropy bifurcation of neural networks on Cayley trees

Jung-Chao Ban, Chih-Hung Chang, Nai-Zhu Huang

It has been demonstrated that excitable media with a tree structure performed better than other network topologies, it is natural to consider neural networks defined on Cayley tree…

math.DS2017★ 8 cited

Characterization for entropy of shifts of finite type on Cayley trees

Jung-Chao Ban, Chih-Hung Chang

The notion of tree-shifts constitutes an intermediate class in between one-sided shift spaces and multidimensional ones. This paper proposes an algorithm for computing of the entro…

math.DS2017★ 11 cited

Mixing properties of tree-shifts

Jung-Chao Ban, Chih-Hung Chang

The uncertainty of multidimensional shift spaces draws attracted attention of researchers. For example, the emptiness problem is undecidable; there exist aperiodic shifts of finite…

math.DS2016★ 5 cited

Reversibility Problem of Multidimensional Finite Cellular Automata

Chih-Hung Chang, Hasan Akın

While the reversibility of multidimensional cellular automata is undecidable and there exists a criterion for determining if a multidimensional linear cellular automaton is reversi…

math.DS2016★ 1 cited

Reversibility of Linear Cellular Automata on Cayley Trees with Periodic Boundary Condition

Chih-Hung Chang, Jing-Yi Su

While one-dimensional cellular automata have been well studied, there are relatively few results about multidimensional cellular automata; the investigation of cellular automata de…

math.DS2015★ 1 cited

On the structure of multi-layer cellular neural networks: Complexity between two layers

Jung-Chao Ban, Chih-Hung Chang

Let be the solution space of an -layer cellular neural network, and let and be the hidden spaces, where .…

math.DS2015

On the escape rate of unique beta-expansions

Jung-Chao Ban, Chih-Hung Chang, Bing Li

Let . It is well-known that the set of points in having unique -expansion, in other words, those points whose orbits under greedy -transformation e…

math.DS2015★ 3 cited

Tree-Shifts: Irreducibility, mixing, and the chaos of tree-shifts

Jung-Chao Ban, Chih-Hung Chang

Topological behavior, such as chaos, irreducibility, and mixing of a one-sided shift of finite type, is well elucidated. Meanwhile, the investigation of multidimensional shifts, fo…

math.DS2015★ 1 cited

Tree-Shifts: The entropy of tree-shifts of finite type

Jung-Chao Ban, Chih-Hung Chang

This paper studies the entropy of tree-shifts of finite type with and without boundary conditions. We demonstrate that computing the entropy of a tree-shift of finite type is equiv…

math.DS2015★ 10 cited

On the Bernoulli Automorphism of Reversible Linear Cellular Automata

Chih-Hung Chang, Huilan Chang

This investigation studies the ergodic properties of reversible linear cellular automata over for . We show that a reversible linear cellular autom…

cs.IT2014

k-Mixing Properties of Multidimensional Cellular Automata

Chih-Hung Chang

This paper investigates the -mixing property of a multidimensional cellular automaton. Suppose is a cellular automaton with the local rule defined on a -dimensional c…

math.DS2012★ 3 cited

The entropy and reversibility of cellular automata on Cayley tree

Hasan Akin

In this paper, we study linear cellular automata (CAs) on Cayley tree of order 2 over the field (the set of prime numbers modulo ). We construct the rule matrix co…

math.DS2012★ 1 cited

Measures of the full Hausdorff dimension for a general Sierpiński carpet

Jung-Chao Ban, Chih-Hung Chang, Ting-Ju Chen

The measure of the full dimension for a general Sierpiński carpet is studied. In the first part of this study, we give a criterion for the measure of the full Hausdorff dimension o…