Multi-population techniques in nature inspired optimization algorithms: A comprehensive survey

H Ma, S Shen, M Yu, Z Yang, M Fei, H Zhou - Swarm and evolutionary …, 2019 - Elsevier
Multi-population based nature-inspired optimization algorithms have attracted wide research
interests in the last decade, and become one of the frequently used methods to handle real …

Trustworthy website detection based on social hyperlink network analysis

X Niu, G Liu, Q Yang - IEEE transactions on network science …, 2018 - ieeexplore.ieee.org
Trustworthy website detection plays an important role in providing users with meaningful
web pages, from a search engine. Current solutions to this problem, however, mainly focus …

[PDF][PDF] An ensemble feature selection method to detect web spam

MD Oskouei, SN Razavi - Asia-Pacific Journal of Information …, 2018 - journalarticle.ukm.my
Feature selection is an important issue in data mining, and it is used to reduce dimensions of
features set. Web spam detection is one of research fields of data mining. With regard to …

A novel set of contextual features for web spam detection

F Asdaghi, A Soleimani, M Zahedi - International Journal of …, 2020 - ijnaa.semnan.ac.ir
Web spam is one of the significant problems facing search engines. It wastes sources and
time, decreases the quality of results and leads to user discontent. The two main approaches …

Learning to rank: new approach with the layered multi-population genetic programming on click-through features

AH Keyhanipour, B Moshiri, F Oroumchian… - … and Evolvable Machines, 2016 - Springer
Users' click-through data is a valuable source of information about the performance of Web
search engines, but it is included in few datasets for learning to rank. In this paper, inspired …

Web spam detection using multiple kernels in twin support vector machine

SHR Mohammadi, MAZ Chahooki - arXiv preprint arXiv:1605.02917, 2016 - arxiv.org
Search engines are the most important tools for web data acquisition. Web pages are
crawled and indexed by search Engines. Users typically locate useful web pages by …

Information Retrieval in Web Crawling Using Population Based, and Local Search Based Meta-heuristics: A Review

P Sharma, J Kaur, V Arora, PS Rana - Proceedings of Sixth International …, 2017 - Springer
The exponential growth and dynamic nature of the world wide web has created challenges
for the traditional Information Retrieval (IR) methods. Both issues are the imperative source …

[PDF][PDF] The Web Spam Taxonomy and Algorithms for Detection and Prevention of Web Spamming-A Systematic Review

A Shahzad, J Mir, A Khan, M Asshad, M Zeeshan… - mukpublications.com
In today's world, internet is a globally used information system through which everyone
glances for online information using search engines (SEs). They usually see the results on a …

[PDF][PDF] Swarm and Evolutionary Computation

S Das, PN Suganthan, HG Beyer, K Deb, F Herrera… - 2015 - ucilnica2223.fri.uni-lj.si
abstract Differential Evolution (DE) is arguably one of the most powerful and versatile
evolutionary optimizers for the continuous parameter spaces in recent times. Almost 5 years …

Construction and Reduction Methods of Web Spam Identification Index System

Y Li, R Huang, X Nie - Recent Patents on Computer Science, 2019 - ingentaconnect.com
Background: With the rapid development of the Internet, the number of web spam has
increased dramatically in recent years, which has wasted search engine storage and …