Enhanced E-Commerce Attribute Extraction: Innovating with Decorative Relation Correction and LLAMA 2.0-Based Annotation

no code implementations • 9 Dec 2023 • Jianghong Zhou, Weizhi Du, Md Omar Faruk Rokon, Zhaodong Wang, Jiaxuan Xu, Isha Shah, Kuang-Chih Lee, Musen Wen

The rapid proliferation of e-commerce platforms accentuates the need for advanced search and retrieval systems to foster a superior user experience.

Attribute Attribute Extraction +7

Repo2Vec: A Comprehensive Embedding Approach for Determining Repository Similarity

no code implementations • 11 Jul 2021 • Md Omar Faruk Rokon, Pei Yan, Risul Islam, Michalis Faloutsos

Determiningrepository similarity is an essential building block in studying the dynamics and the evolution of such software ecosystems.

RecTen: A Recursive Hierarchical Low Rank Tensor Factorization Method to Discover Hierarchical Patterns in Multi-modal Data

no code implementations • 14 Nov 2020 • Risul Islam, Md Omar Faruk Rokon, Evangelos E. Papalexakis, Michalis Faloutsos

How can we expand the tensor decomposition to reveal a hierarchical structure of the multi-modal data in a self-adaptive way?

Clustering Tensor Decomposition

TenFor: A Tensor-Based Tool to Extract Interesting Events from Security Forums

1 code implementation • 14 Nov 2020 • Risul Islam, Md Omar Faruk Rokon, Evangelos E. Papalexakis, Michalis Faloutsos

Our approach and our platform constitute an important step towards detecting activities of interest from a forum in an unsupervised learning fashion in practice.

Clustering

HackerScope: The Dynamics of a Massive Hacker Online Ecosystem

no code implementations • 14 Nov 2020 • Risul Islam, Md Omar Faruk Rokon, Ahmad Darki, Michalis Faloutsos

Apart from online forums, this footprint appears in software development platforms, where authors create publicly-accessible malware repositories to share and collaborate.