Inconsistency among evaluation metrics in link prediction

Y Bi, X Jiao, YL Lee, T Zhou - PNAS nexus, 2024 - academic.oup.com
Link prediction is a paradigmatic and challenging problem in network science, which aims to
predict missing links, future links and temporal links based on known topology. Along with …

Quantifying discriminability of evaluation metrics in link prediction for real networks

S Wan, Y Bi, X Jiao, T Zhou - arxiv preprint arxiv:2409.20078, 2024 - arxiv.org
Link prediction is one of the most productive branches in network science, aiming to predict
links that would have existed but have not yet been observed, or links that will appear during …

Link Prediction in Complex Hyper-Networks Leveraging HyperCentrality

YV Nandini, TJ Lakshmi, MK Enduri, MZM Jilani - IEEE Access, 2025 - ieeexplore.ieee.org
In complex networks, predicting the formation of new connections, or links, within complex
networks has been a central challenge, traditionally addressed using graph-based models …

Uncovering multi-order popularity and similarity mechanisms in link prediction by graphlet predictors

YJ He, Y Ran, Z Di, T Zhou, XK Xu - arxiv preprint arxiv:2408.09406, 2024 - arxiv.org
Link prediction has become a critical problem in network science and has thus attracted
increasing research interest. Popularity and similarity are two primary mechanisms in the …

Beyond Pairwise Interactions: Unveiling the Role of Higher-Order Interactions via Stepwise Reduction

J Bian, T Zhou, Y Bi - arxiv preprint arxiv:2411.05685, 2024 - arxiv.org
Complex systems, such as economic, social, biological, and ecological systems, usually
feature interactions not only between pairwise entities but also among three or more entities …

CNN-Based Classification of Acute Myeloid Leukemia Blood Samples

AR Ahmad, NA Zainudin, MDIM Radzi… - 2024 IEEE 14th …, 2024 - ieeexplore.ieee.org
Acute Myeloid Leukaemia (AML) diagnosis is often hampered by a lack of technology and
time-consuming procedures. Manual interpretation of blood sample images by radiologists …

The Role of Twitter Sentiment in the Analysis of Housing Prices in Turkey

H Duzcu, R Yanar - 2024 - researchsquare.com
The housing market is an important reflection of economic stability and the financial situation
of individuals. Therefore, understanding the factors associated with house prices is very …

[DOC][DOC] The Role of Twitter Sentiment in the Analysis of Housing Prices in Turkey

R YANAR - assets-eu.researchsquare.com
The housing market is an important reflection of economic stability and the financial situation
of individuals. Therefore, understanding the factors associated with house prices is very …

[PDF][PDF] Robust Skin Disease Diagnosis with Deep Belief Network

TH Obaida, SS Jasim - Al-Furat Journal of Innovations in Electronics and …, 2024 - iasj.net
The skin is one of the first lines of defence against environmental influences such as
sunlight, bacteria and germs, which cause various skin diseases. In addition to the bad …