activity
20172026
most citedResidual-driven Fuzzy C-Means Clustering for Image Segmentation

109 citations · 222 across the 19 of their papers we have counts for

collaborators

19 papers

cs.FL2026

Verification of - and Infinite-Step Strong/Weak Anonymity Using Concurrent Compositions

Jiahui Zhang, Kuize Zhang, Xiaoguang Han +1

Anonymity is an information flow property that provides privacy protection in the sense of non-uniqueness of system information at certain moments with respect to observations. The…

cs.CR2022★ 1 cited

Event Concealment and Concealability Enforcement in Discrete Event Systems Under Partial Observation

Wei Duan, Christoforos N. Hadjicostis, Zhiwu Li

Inspired by privacy problems where the behavior of a system should not be revealed to an external curious observer, we investigate event concealment and concealability enforcement…

cs.CR2022

Verification of Strong K-Step Opacity for Discrete-Event Systems

Xiaoguang Han, Kuize Zhang, Zhiwu Li

In this paper, we revisit the verification of strong K-step opacity (K-SSO) for partially-observed discrete-event systems modeled as nondeterministic finite-state automata. As a st…

cs.CR2021

Strong current-state and initial-state opacity of discrete-event systems

Xiaoguang Han, Kuize Zhang, Jiahui Zhang +2

Opacity, as an important property in information-flow security, characterizes the ability of a system to keep some secret information from an intruder. In discrete-event systems, b…

eess.SY2021

Supervisory Control of Multi-Agent Discrete-Event Systems with Partial Observation

Yingying Liu, Jan Komenda, Zhiwu Li

In this paper we investigate multi-agent discrete-event systems with partial observation. The agents can be divided into several groups in each of which the agents have similar (is…

eess.SY2021

Non-Blockingness Verification of Bounded Petri Nets Using Basis Reachability Graphs -- An Extended Version With Benchmarks

Chao Gu, Ziyue Ma, Zhiwu Li +1

In this paper, we study the problem of non-blockingness verification by tapping into the basis reachability graph (BRG). Non-blockingness is a property that ensures that all pre-sp…

cs.IT2020★ 3 cited

Error- and Tamper-Tolerant State Estimation for Discrete Event Systems under Cost Constraints

Yuting Li, Christoforos N. Hadjicostis, Naiqi Wu +1

This paper deals with the state estimation problem in discrete-event systems modeled with nondeterministic finite automata, partially observed via a sensor measuring unit whose mea…

cs.CV2020★ 38 cited

G-image Segmentation: Similarity-preserving Fuzzy C-Means with Spatial Information Constraint in Wavelet Space

Cong Wang, Witold Pedrycz, ZhiWu Li +2

G-images refer to image data defined on irregular graph domains. This work elaborates a similarity-preserving Fuzzy C-Means (FCM) algorithm for G-image segmentation and aims to dev…

cs.CV2020

A Novel Granular-Based Bi-Clustering Method of Deep Mining the Co-Expressed Genes

Kaijie Xu, Witold Pedrycz, Zhiwu Li +2

Traditional clustering methods are limited when dealing with huge and heterogeneous groups of gene expression data, which motivates the development of bi-clustering methods. Bi-clu…

eess.SY2020★ 2 cited

Extended Insertion Functions for Opacity Enforcement

Xiaoyan Li, Christoforos N. Hadjicostis, Zhiwu Li

Opacity is a confidentiality property that holds when certain secret strings of a given system cannot be revealed to an outside observer under any system activity. Opacity violatio…

eess.SY2020★ 1 cited

A framework for the analysis of supervised discrete event systems under attack

Qi Zhang, Carla Seatzu, Zhiwu Li +1

This paper focuses on the problem of cyber attacks for discrete event systems under supervisory control. In more detail, the goal of the supervisor, who has a partial observation o…

eess.IV2020★ 109 cited

Residual-driven Fuzzy C-Means Clustering for Image Segmentation

Cong Wang, Witold Pedrycz, ZhiWu Li +1

Due to its inferior characteristics, an observed (noisy) image's direct use gives rise to poor segmentation results. Intuitively, using its noise-free image can favorably impact im…

cs.AI2020

Augmentation of the Reconstruction Performance of Fuzzy C-Means with an Optimized Fuzzification Factor Vector

Kaijie Xu, Witold Pedrycz, Zhiwu Li

Information granules have been considered to be the fundamental constructs of Granular Computing (GrC). As a useful unsupervised learning technique, Fuzzy C-Means (FCM) is one of t…

cs.LG2020

Granular Computing: An Augmented Scheme of Degranulation Through a Modified Partition Matrix

Kaijie Xu, Witold Pedrycz, Zhiwu Li +1

As an important technology in artificial intelligence Granular Computing (GrC) has emerged as a new multi-disciplinary paradigm and received much attention in recent years. Informa…

eess.SY2020★ 1 cited

Verification of Nonblockingness in Bounded Petri Nets With Minimax Basis Reachability Graphs

Chao Gu, Ziyue Ma, Zhiwu Li +1

This paper proposes a semi-structural approach to verify the nonblockingness of a Petri net. We construct a structure, called minimax basis reachability graph (minimax-BRG): it pro…

cs.CV2020★ 32 cited

Residual-Sparse Fuzzy -Means Clustering Incorporating Morphological Reconstruction and Wavelet frames

Cong Wang, Witold Pedrycz, ZhiWu Li +2

Instead of directly utilizing an observed image including some outliers, noise or intensity inhomogeneity, the use of its ideal value (e.g. noise-free image) has a favorable impact…

cs.CV2020★ 2 cited

Kullback-Leibler Divergence-Based Fuzzy -Means Clustering Incorporating Morphological Reconstruction and Wavelet Frames for Image Segmentation

Cong Wang, Witold Pedrycz, ZhiWu Li +1

Although spatial information of images usually enhance the robustness of the Fuzzy C-Means (FCM) algorithm, it greatly increases the computational costs for image segmentation. To…

cs.CR2019★ 32 cited

Joint State Estimation Under Attack of Discrete Event Systems

Qi Zhang, Carla Seatzu, Zhiwu Li +1

The problem of state estimation in the setting of partially-observed discrete event systems subject to cyber attacks is considered. An operator observes a plant through a natural p…

eess.SY2017★ 1 cited

On Scalable Supervisory Control of Multi-Agent Discrete-Event Systems

Yingying Liu, Kai Cai, Zhiwu Li

In this paper we study multi-agent discrete-event systems where the agents can be divided into several groups, and within each group the agents have similar or identical state tran…