E-tail product return prediction via hypergraph-based local graph cut

J Li, J He, Y Zhu - Proceedings of the 24th ACM SIGKDD International …, 2018 - dl.acm.org
Recent decades have witnessed the rapid growth of E-commerce. In particular, E-tail has
provided customers with great convenience by allowing them to purchase retail products …

HyperX: A scalable hypergraph framework

W Jiang, J Qi, JX Yu, J Huang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Hypergraphs are generalizations of graphs where the (hyper) edges can connect any
number of vertices. They are powerful tools for representing complex and non-pairwise …

Toward maintenance of hypercores in large-scale dynamic hypergraphs

Q Luo, D Yu, Z Cai, X Lin, G Wang, X Cheng - The VLDB Journal, 2023 - Springer
In this paper, we study hypercore maintenance in large-scale dynamic hypergraphs. A
hypergraph, whose hyperedges may contain a set of vertices rather than two vertices in …

Scalable hypergraph learning and processing

J Huang, R Zhang, JX Yu - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
A hypergraph allows a hyperedge to connect more than two vertices, using which to capture
the high-order relationships, many hypergraph learning algorithms are shown highly …

[BUCH][B] Graph-based social media analysis

I Pitas - 2016 - books.google.com
This book provides a comprehensive introduction to the use of graph analysis in the study of
social media and digital media. It covers the following topics: graphs in social media, graph …

Hyper-distance oracles in hypergraphs

G Preti, G De Francisci Morales, F Bonchi - The VLDB Journal, 2024 - Springer
We study point-to-point distance estimation in hypergraphs, where the query is
parameterized by a positive integer s, which defines the required level of overlap for two …

Mining near-duplicate graph for cluster-based reranking of web video search results

Z Huang, B Hu, H Cheng, HT Shen, H Liu… - ACM Transactions on …, 2010 - dl.acm.org
Recently, video search reranking has been an effective mechanism to improve the initial text-
based ranking list by incorporating visual consistency among the result videos. While …

MultiVCRank with applications to image retrieval

X Li, Y Ye, MK Ng - IEEE Transactions on Image Processing, 2016 - ieeexplore.ieee.org
In this paper, we propose and develop a multi-visual-concept ranking (MultiVCRank)
scheme for image retrieval. The key idea is that an image can be represented by several …

Unified hypergraph for image ranking in a multimodal context

J Xu, V Singh, Z Guan… - 2012 IEEE International …, 2012 - ieeexplore.ieee.org
Image ranking has long been studied, yet it remains a very challenging problem.
Increasingly, online images come with additional metadata such as user annotations and …

Defining and evaluating video hyperlinking for navigating multimedia archives

RJF Ordelman, M Eskevich, R Aly, B Huet… - Proceedings of the 24th …, 2015 - dl.acm.org
Multimedia hyperlinking is an emerging research topic in the context of digital libraries and
(cultural heritage) archives. We have been studying the concept of video-to-video …