Results 91 to 100 of about 125,665 (304)

Interpolation of Random Hyperplanes [PDF]

Electronic Journal of Probability, 2007
Let {(Z_i,W_i):i=1,...,n} be uniformly distributed in [0,1]^d * G(k,d), where G(k,d) denotes the space of k-dimensional linear subspaces of R^d. For a differentiable function f from [0,1]^k to [0,1]^d we say that f interpolates (z,w) in [0,1]^d * G(k,d) if there exists x in [0,1]^k such that f(x) = z and vec{f}(x) = w, where vec{f}(x) denotes the ...
openaire   +3 more sources

Artificial intelligence in preclinical epilepsy research: Current state, potential, and challenges

Epilepsia Open, EarlyView.
Abstract Preclinical translational epilepsy research uses animal models to better understand the mechanisms underlying epilepsy and its comorbidities, as well as to analyze and develop potential treatments that may mitigate this neurological disorder and its associated conditions. Artificial intelligence (AI) has emerged as a transformative tool across
Jesús Servando Medel‐Matus, Cesar Santana‐Gomez, Ruby G. Escalante, Dominique Duncan, Pedro F. Viana, Giulia Sofia Cereda, Naoto Kuroda, Aristea S. Galanopoulou   +7 more
wiley   +1 more source

On the structure of spikes

AKCE International Journal of Graphs and Combinatorics, 2020
Spikes are an important class of 3-connected matroids. For an integer , there is a unique binary r-spike denoted by Zr. When a circuit-hyperplane of Zr is relaxed, we obtain another spike and repeating this procedure will produce other non-binary spikes.
Vahid Ghorbani, Ghodratollah Azadi, Habib Azanchiler   +2 more
doaj   +1 more source

Machine Learning‐Driven Classification and Production Capacity Prediction of Tight Sandstone Reservoirs: A Case Study of the Taiyuan Formation, Ordos Basin

Energy Science &Engineering, EarlyView.
On the basis of core and log data, a Bayesian‐Optimized Random Forest model achieved 92.76% accuracy in classifying tight sandstone reservoirs. A gray relational analysis‐derived evaluation index shows > 80% consistency with actual gas zones. ABSTRACT Tight sandstone gas (TSG), an unconventional oil–gas resource, has heterogeneous reservoirs ...
Yin Yuan, Haijiao Fu, Detian Yan, Gang Wang, Shuguang Yang, Mengmeng Liu, Qingling Jiang, Xiaoming Wang, Wei Wang   +8 more
wiley   +1 more source

Improving Classification in Support Vector Machine Using Neutrosophic Logic [PDF]

Neutrosophic Sets and Systems
Support Vector Machine (SVM) is considered one of the most effective methods for classification tasks. However, randomness in classifying observations on the optimal separating hyperplane decision — which are often indeterminate in their class membership
Hiba Habbak, Mohammad Taher Anan, Abdulkader Jokhadar   +2 more
doaj   +1 more source

Real‐Time Data‐Driven Fault Diagnosis of Photovoltaic Arrays Using an Edge‐Server Machine‐Learning Framework

Energy Science &Engineering, EarlyView.
A real‐time, data‐driven framework detects and classifies photovoltaic array faults using edge sensing and server‐side machine learning. Ensemble tree models achieve near‐perfect accuracy with low latency, enabling practical, low‐cost deployment for reliable PV monitoring and intelligent maintenance.
Premkumar Manoharan, Sowmya Ravichandran, Deepak Kumar Sinha, Chandran Ramakrishnan, Omar Almomani   +4 more
wiley   +1 more source

Regularization Strategies for Hyperplane Classifiers: Application to Cancer Classification with Gene Expression Data [PDF]

, 2006
Erik Andries, Thomas Hagstrom, Susan R. Atlas, Cheryl L. Willman   +3 more
openalex   +1 more source

Non-Abelian Lefschetz hyperplane theorems [PDF]

Journal of Algebraic Geometry, 2018
LetXXbe a smooth projective variety over the complex numbers, and letD⊂XD\subset Xbe an ample divisor. For which spacesYYis the restriction mapr:Hom(X,Y)→Hom(D,Y)\begin{equation*}r: \mathrm {Hom}(X, Y)\to \mathrm {Hom}(D, Y) \end{equation*}an isomorphism?Using positive characteristic methods, we give a fairly exhaustive answer to this question.
openaire   +2 more sources

Valorizing lemon pomace in bread: Consumer acceptance of fermented and pre‐gelatinized Cardaba banana flour formulations

Food Biomacromolecules, EarlyView.
Abstract Whereas gluten‐free bread production often relies on starch‐heavy formulations, this study introduces a novel approach by leveraging the synergistic effects of fermented/pre‐gelatinized Cardaba banana, pigeon pea, and lemon pomace—an underutilized agro‐industrial byproduct.
Abimbola Abike Osanbikan, Olusola Samuel Jolayemi, Ayo‐Omogie Helen Nwakego, Olugbenga Olufemi Awolu, Olusola Matthew Oluwamukomi, Olufunmilayo Sade Omoba   +5 more
wiley   +1 more source

Performance Analysis of Simplification of Hyperplane Support Vector Machine

Dianxin kexue, 2015
Comparing with traditional support vector machine，hyperplane support vector machine （HPSVM）and hyperplane support vector machine for regression（HPSVMR）not only reduce the number of support vectors and calculation time but also have comparable accuracy ...
Hui Cheng, Jinglong Fang, Daquan Wang, Xingqi Wang   +3 more
doaj   +2 more sources