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Reproducibility and Analysis of Scientific Dataset Recommendation Methods
Datasets play a central role in scholarly communications. However, scholarly graphs are
often incomplete, particularly due to the lack of connections between publications and …
often incomplete, particularly due to the lack of connections between publications and …
Recommending scientific datasets using author networks in ensemble methods
Open access to datasets is increasingly driving modern science. Consequently, discovering
such datasets is becoming an important functionality for scientists in many different fields …
such datasets is becoming an important functionality for scientists in many different fields …
Recurrent attention walk for semi-supervised classification
In this paper, we study the graph-based semi-supervised learning for classifying nodes in
attributed networks, where the nodes and edges possess content information. Recent …
attributed networks, where the nodes and edges possess content information. Recent …
Scientific item recommendation using a citation network
Scientific items (such as papers or datasets) discovery and reuse is crucial to support and
improve scientific research. However, the process is often tortuous, and researchers end up …
improve scientific research. However, the process is often tortuous, and researchers end up …
RTANet: Recommendation Target-Aware Network Embedding
Network embedding is a process of encoding nodes into latent vectors by preserving
network structure and content information. It is used in various applications, especially in …
network structure and content information. It is used in various applications, especially in …
Multi-modal network representation learning
In today's information and computational society, complex systems are often modeled as
multi-modal networks associated with heterogeneous structural relation, unstructured …
multi-modal networks associated with heterogeneous structural relation, unstructured …
Enhancing E-commerce Dataset recommendations using BERT and Named Entity Recognition
AE Oduba - 2024 - search.proquest.com
The increase in e-commerce activity and research has led to growing demand for dataset
recommendation systems that support data-driven decision-making, such as refining pricing …
recommendation systems that support data-driven decision-making, such as refining pricing …
Scientific dataset recommendation with semantic techniques
X Wang - 2023 - research.vu.nl
Scientific datasets are important in scientific research. Researchers always want to find a
way to improve their research. Data discovery and reuse is a recent and popular way of …
way to improve their research. Data discovery and reuse is a recent and popular way of …
Learning from Scholarly Attributed Graphs for Scientific Discovery
UT Akujuobi - 2020 - repository.kaust.edu.sa
Research and experimentation in various scientific fields are based on the knowledge and
ideas from scholarly literature. The advancement of research and development has, thus …
ideas from scholarly literature. The advancement of research and development has, thus …
Wiener-Hopf indices of unitary functions on the unit circle in terms of realizations and related results on Toeplitz operators.
A Ran, MA Kaashoek, G Groenewald - Indagationes Mathematicae, 2017 - research.vu.nl
We provide new formulas for the Wiener–Hopf factorization indices of a rational matrix
function R which has neither poles nor zeros on the unit circle. In addition, we recover recent …
function R which has neither poles nor zeros on the unit circle. In addition, we recover recent …