Results 91 to 100 of about 168,042 (312)

Enhancing Electronic Nose Performance Based on a Novel QPSO-KELM Model

Sensors, 2016
A novel multi-class classification method for bacteria detection termed quantum-behaved particle swarm optimization-based kernel extreme learning machine (QPSO-KELM) based on an electronic nose (E-nose) technology is proposed in this paper.
Chao Peng, Jia Yan, Shukai Duan, Lidan Wang, Pengfei Jia, Songlin Zhang   +5 more
doaj   +1 more source

Matrix inequalities and kernels of linear transformations [PDF]

Pacific Journal of Mathematics, 1972
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
openaire   +2 more sources

Organic Materials of Tomorrow: Horizons of Artificial Intelligence

Advanced Materials, EarlyView.
This review examines machine learning techniques accelerating the discovery of organic semiconductors by linking molecular structure to properties. Key methods include graph neural networks, generative models, and active learning. Applications to organic photovoltaics demonstrate practical impact.
Harold Mena, J. Terence Blaskovits, Kun‐Han Lin, Denis Andrienko   +3 more
wiley   +1 more source

Heterogeneous Domain Adaptation Using Linear Kernel

, 2014
When a task of a certain domain doesn't have enough labels and good features, traditional supervised learning methods usually behave poorly. Transfer learning addresses this problem, which transfers data and knowledge from a related domain to ...
Guan, ZD (Guan, Zengda), Zhu, TS (Zhu, Tingshao), Bai, ST (Bai, Shuotian), Guan, ZD   +3 more
core  

Tuning of kernel parameter (C) with linear kernel of SVM.

, 2022
Tuning of kernel parameter (C) with linear kernel of SVM.
Mohan Das Raman (12009755), Mohammad Lutfi Othman (9225544), Suganthi Saravan Balaji (12009746), Noor Izzri Abdul Wahab (11269142), Veerapandiyan Veerasamy (11269145), Padmavathi Radhakrishnan (12009752), Kalaivani Ramaiyan (12009749), Arangarajan Vinayagam (12009743)   +7 more
core   +1 more source

Implementation of the Support Vector Machine (SVM) Algorithm on Sentiment Analysis of Public Opinion on The Prohibition of the use of Syrupy Drugs for Kidney Health

Sistemasi: Jurnal Sistem Informasi
In 2022, the Indonesian Ministry of Health reported several cases of pediatric acute renal failure (GGAPA), which resulted in a mortality rate of 59%, mainly among children aged between 1-5 years.
Galih Purnomo, Rumini Rumini, Tri Susanto   +2 more
doaj   +1 more source

Kernel Methods for Discrete-Time Linear Equations [PDF]

, 2019
Methods from learning theory are used in the state space of linear dynamical systems in order to estimate the system matrices and some relevant quantities such as a the topological entropy.
Boumediene Hamzi, Fritz Colonius
openaire   +3 more sources

Monolithic 3D‐Integrated All‐Solid Ion‐Gated Carbon Nanotube Transistors With Tunable Ionic Conductance for Multi‐Timescale Reservoir Computing

Advanced Materials, EarlyView.
A dual‐timescale reservoir based on monolithically 3D (M3D)‐integrated CNT solid ion‐gated transistors is demonstrated. Tunable ionic dynamics and pulse‐engineered operation enable linear and symmetric synaptic updates. The M3D‐integrated array achieves robust temporal encoding and accurate classification of moving MNIST sequences, highlighting its ...
Haksoon Jung, Hanbin Cho, Yongwoo Lee, Seunghun Baek, Hyeongjun Kim, Yun Goo Ro, Hyunhyub Ko, Joonki Suh, Yong‐Young Noh, Jimin Kwon   +9 more
wiley   +1 more source

Integrated Features by Administering the Support Vector Machine (SVM) of Translational Initiations Sites in Alternative Polymorphic Contex [PDF]

International Journal Bioautomation, 2012
Many algorithms and methods have been proposed for classification problems in bioinformatics. In this study, the discriminative approach in particular support vector machines (SVM) is employed to recognize the studied TIS patterns.
Nurul Arneida Husin, Nanna Suryana Herman, Burairah Hussin, Nanna Suryana Herman, Burairah Hussin   +4 more
doaj  

Facial Expression Recognition Based on Local Binary Patterns and Kernel Discriminant Isomap

Sensors, 2011
Facial expression recognition is an interesting and challenging subject. Considering the nonlinear manifold structure of facial images, a new kernel-based manifold learning method, called kernel discriminant isometric mapping (KDIsomap), is proposed ...
Xiaoming Zhao, Shiqing Zhang
doaj   +1 more source