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- research-articleOctober 2024
FLK: A filter with learned kinematics for real-time 3D human pose estimation
AbstractThere is a growing interest in adopting 3D human pose estimation in safety-critical systems, from healthcare to Industry 5.0. Nevertheless, when applied in such settings, these neural networks may suffer from estimation inaccuracy. Besides ...
Highlights- Human Pose Estimation (HPE) is rising in many sectors, from industry to healthcare.
- HPE platforms are often inaccurate when applied in safety-critical environments.
- “Filter with Learned Kinematics” (FLK) refines results from every ...
- ArticleAugust 2024
Knowledge Completion Method Based on Relational Embedding with GNN
Advanced Intelligent Computing Technology and ApplicationsPages 49–58https://doi.org/10.1007/978-981-97-5618-6_5AbstractKnowledge graph, as an effective representation of structured knowledge, plays an increasingly important role in the field of artificial intelligence. However, the incompleteness and sparsity of knowledge graphs have become a bottleneck that ...
- research-articleFebruary 2024
Properties of several metric spaces of fuzzy sets
AbstractThis paper discusses the properties of the spaces of fuzzy sets in a metric space equipped with the endograph metric and the sendograph metric, respectively. We first give some relations among the endograph metric, the sendograph metric and the Γ-...
- research-articleNovember 2023
Determination of the continuous completions of conditionally cancellative pre-t-norms associated with the characterization of (S,N)-implications: Part II
AbstractThe continuous completions of conditionally cancellative pre-t-norms defined in the regions linked to the characterization of ( S , N )-implications when S is a continuous t-conorm and N is a fuzzy negation with one point of ...
- research-articleSeptember 2023
Determination of the continuous completions of conditionally cancellative pre-t-norms associated with the characterization of (S,N)-implications: Part I
AbstractThe continuous completions of conditionally cancellative pre-t-norms defined in the regions linked to the characterization of ( S , N )-implications when S is a continuous t-conorm and N is a fuzzy negation with one point of discontinuity are ...
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- research-articleAugust 2023
RoAN: A relation-oriented attention network for temporal knowledge graph completion
Engineering Applications of Artificial Intelligence (EAAI), Volume 123, Issue PBhttps://doi.org/10.1016/j.engappai.2023.106308AbstractIn the last few years, the availability of temporal knowledge graphs (TKGs), which associate time information for each event, increased the need for completing in these TKGs. In order to solve the completion problem, the existing efforts extend ...
- ArticleSeptember 2023
Left-Linear Completion with AC Axioms
AbstractWe revisit AC completion for left-linear term rewrite systems where AC unification is avoided and the normal rewrite relation can be used in order to decide validity questions. To that end, we give a new correctness proof for finite runs and ...
- research-articleApril 2023
Hierarchical Self-Attention Embedding for Temporal Knowledge Graph Completion
WWW '23: Proceedings of the ACM Web Conference 2023Pages 2539–2547https://doi.org/10.1145/3543507.3583397Temporal Knowledge Graph (TKG) is composed of a series of facts related to timestamps in the real world and has become the basis of many artificial intelligence applications. However, the existing TKG is usually incomplete. It has become a hot research ...
- research-articleNovember 2022
A novel method for point cloud completion: Adaptive region shape fusion network
AbstractPoint cloud data obtained by 3D scanning equipment is often incomplete. In recent years, to complete the missing point clouds has become an important task in computer visualization research. This paper adopts a coarse-to-fine ...
- research-articleSeptember 2022
Fast multidimensional completion and principal component analysis methods via the cosine product
Calcolo: a quarterly on numerical analysis and theory of computation (CALCOLO), Volume 59, Issue 3https://doi.org/10.1007/s10092-022-00469-2AbstractIn the present work, we propose new methods for the problem of third-order tensor completion and tensor robust principal component analysis (TRPCA). The proposed approaches are based on finding a low-rank tensor by solving some optimization ...
- research-articleSeptember 2022
- research-articleAugust 2022
A general framework for the characterization of (S,N)-implications with a non-continuous negation based on completions of t-conorms
Fuzzy Sets and Systems (FSTS), Volume 441, Issue CPages 1–32https://doi.org/10.1016/j.fss.2021.06.009AbstractThe characterization of ( S , N )-implications when N is a non-continuous negation has remained one of the most significant open problems in fuzzy logic for the last decades. This paper constitutes the first progress in this topic. ...
- research-articleJuly 2022
RFCNet: Enhancing urban segmentation using regularization, fusion, and completion
Computer Vision and Image Understanding (CVIU), Volume 220, Issue Chttps://doi.org/10.1016/j.cviu.2022.103435AbstractImage segmentation is a fundamental task that has benefited from recent advances in machine learning. One type of segmentation, of particular interest to computer vision, is that of urban segmentation. Although recent solutions have ...
Highlights- A framework improves regularities, fuses multi-views, and generates complete results.
- research-articleJuly 2022
Multi-feature fusion point cloud completion network
AbstractIn the real world, 3D point cloud data is generally obtained by LiDAR scanning. However, objects in the real world are occluded from each other, which will cause the point cloud scanned by LiDAR to be partially missing. In this paper, we improve ...
- research-articleMay 2022
SoftPool++: An Encoder–Decoder Network for Point Cloud Completion
International Journal of Computer Vision (IJCV), Volume 130, Issue 5Pages 1145–1164https://doi.org/10.1007/s11263-022-01588-7AbstractWe propose a novel convolutional operator for the task of point cloud completion. One striking characteristic of our approach is that, conversely to related work it does not require any max-pooling or voxelization operation. Instead, the proposed ...
- ArticleJune 2021
Automated Checking and Completion of Backward Confluence for Hyperedge Replacement Grammars
AbstractWe present a tool that checks for a given context-free graph grammar whether the corresponding graph reduction system in which all rules are applied backward, is confluent—a question that arises when using graph grammars to guide state space ...
- research-articleDecember 2020
Definable Operators on Stable Set Lattices
AbstractA fundamental result from Boolean modal logic states that a first-order definable class of Kripke frames defines a logic that is validated by all of its canonical frames. We generalise this to the level of non-distributive logics that have a ...
- research-articleMarch 2020
The completions of multi-posets and quantum B-algebras
Fuzzy Sets and Systems (FSTS), Volume 382, Issue CPages 98–109https://doi.org/10.1016/j.fss.2019.04.025AbstractMulti-posets as the generalization of quantum B-algebras and partially ordered semigroups etc. were firstly introduced and studied by Rump. In this paper, we shall continue his work and investigate the completions of multi-posets and ...
- research-articleMarch 2020
The ⊤-filter monad and its applications
Fuzzy Sets and Systems (FSTS), Volume 382, Issue CPages 79–97https://doi.org/10.1016/j.fss.2019.02.018AbstractThe aim of this paper is to study the ⊤-filter monad and its applications in ⊤-convergence spaces and probabilistic uniform spaces. Firstly, strong L-topologies are characterized by means of the construction of ⊤-filter monad. Secondly,...