Results 141 to 150 of about 2,058,652 (297)

Enhancing DDoS Attack Classification through SDN and Machine Learning: A Feature Ranking Analysis

Mağallaẗ Al-kūfaẗ Al-handasiyyaẗ
Due to the growing dependence of digital services on the Internet, Distributed Denial of Service (DDoS) attacks are a common threat that can cause significant disruptions to online operations and financial losses. Machine learning (ML) offers a promising
Aymen AlAwadi, Kawthar Rasoul ALesawi
doaj   +1 more source

Feature Ranking for Text Classifiers [PDF]

, 2007
Feature selection based on feature ranking has received much attention by researchers in the field of text classification. The major reasons are their scalability, ease of use, and fast computation.
Makrehchi, Masoud
core  

Tumour‐proximal deep serum proteomics identifies biomarkers associated with ovarian cancer

Molecular Oncology, EarlyView.
New biomarkers are needed for early ovarian cancer detection. Ovarian (tumour‐proximal) and peripheral vein serum from healthy women and patients with benign or malignant tumours underwent nanoparticle‐enriched deep proteomics. Ovarian serum yielded more protein identifications and revealed tumour‐reflective signatures.
Darren Lau, Daniel Pincher, Clifford Young, Nicholas Chappell, Noor A. Lokman, Parul Mittal, Leigh Donnellan, Martin K. Oehler, Doug A. Brooks, Peter Hoffmann   +9 more
wiley   +1 more source

PeakCNV: A multi-feature ranking algorithm-based tool for genome-wide copy number variation-association study. [PDF]

Comput Struct Biotechnol J, 2022
Labani M, Afrasiabi A, Beheshti A, Lovell NH, Alinejad-Rokny H.   +4 more
europepmc   +1 more source

The impact of leukocyte‐associated RNA retention on platelet RNA‐based cancer detection

Molecular Oncology, EarlyView.
Platelets carry RNA signals that may help detect cancer, but platelet samples can also retain RNA from white blood cells. We found that this retained white blood cell signal did not significantly affect machine learning cancer classification, suggesting that the cancer‐related RNA signal in platelets is largely independent of leukocyte‐associated RNA ...
Michał Sieczczyński, Krzysztof Pastuszak, Anna Samelak‐Czajka, Zuzanna Cemka, Paulina Jackowiak, Tomasz Stefaniak, Sylwia Łapińska‐Szumczyk, Jacek Jassem, Anna J. Żaczek, Matthew T. Rondina, Myron G. Best, Sjors G. J. G. In 't Veld, Anna Supernat   +12 more
wiley   +1 more source

Disrupted Brain Network Measures in Parkinson’s Disease Patients with Severe Hyposmia and Cognitively Normal Ability

Brain Sciences
Neuroscience has revolved around brain structural changes, functional activity, and connectivity alteration in Parkinson’s Disease (PD); however, how the network topology organization becomes altered is still unclear, specifically in Parkinson’s patients
Karthik Siva, Palanisamy Ponnusamy, Malmathanraj Ramanathan   +2 more
doaj   +1 more source

Feature Ranking and Modeling of Mineral Effects on Reservoir Rock Surface Chemistry Using Smart Algorithms. [PDF]

ACS Omega, 2022
Mohammed I, Al Shehri D, Mahmoud M, Kamal MS, Alade OS.   +4 more
europepmc   +1 more source

Feature ranking using IG on DMZ 2 DARPA 2000 dataset.

, 2016
Feature ranking using IG on DMZ 2 DARPA 2000 dataset.
Maheyzah Md Siraj (3366005), Huwaida Tagelsir Elshoush (3366011), Fatin Elhaj (3366008), Anazida Zainal (782459), Taqwa Ahmed Alhaj (3366002)   +4 more
core   +1 more source

Hyperosmotic stress‐induced redistribution of pre‐mRNA cleavage factor I subunits is associated with shifts in alternative polyadenylation

FEBS Open Bio, EarlyView.
Hyperosmotic stress triggers the relocation of the CFIm complex from the nucleus to the cytoplasm. This shift creates a nuclear ‘stoichiometric bottleneck’, limiting CFIm availability for mRNA processing. Consequently, specific mRNAs like NUDT21 and DICER1 undergo targeted 3′UTR shortening, demonstrating how spatial protein dynamics drive rapid ...
Hitomi Soumiya, Masatake Osawa, Hidefumi Fukumitsu   +2 more
wiley   +1 more source

Enhancing Supervised Model Performance in Credit Risk Classification Using Sampling Strategies and Feature Ranking

Big Data and Cognitive Computing
For the financial health of lenders and institutions, one important risk assessment called credit risk is about correctly deciding whether or not a borrower will fail to repay a loan.
Niwan Wattanakitrungroj, Pimchanok Wijitkajee, Saichon Jaiyen, Sunisa Sathapornvajana, Sasiporn Tongman   +4 more
doaj   +1 more source