GitHub

Hand-Drawn Shape Classifier

Create a custom dataset ("MyDoodles") by drawing directly on a digital canvas. Implement Perceptron and Logistic Regression algorithms from scratch (without PyTorch/TensorFlow). Verify the Linear ...
Hosted on MSN

Create a perceptron from scratch in Python – step by step tutorial

Learn how to build a perceptron from scratch in Python! This tutorial covers the theory, coding, and practical examples, helping you understand the foundations of neural networks and machine learning.
Scientific Research Publishing

Lee, J.H., Shi, Z. and Gao, Z. (2022) On LASSO for Predictive Regression. Journal of Econometrics, 229, 322-349.

ABSTRACT: This paper proposes a hybrid AI framework that integrates technical indicators, fundamental data, and financial news sentiment into a stacked ensemble learning model. The ensemble combines ...
Scientific Research Publishing

Namdari, A. and Durrani, T.S. (2021) A Multilayer Feedforward Perceptron Model in Neural Networks for Predicting Stock Market Short-Term Trends. Operations Research Forum, 2 ...

ABSTRACT: This paper proposes a hybrid AI framework that integrates technical indicators, fundamental data, and financial news sentiment into a stacked ensemble learning model. The ensemble combines ...
Frontiers

Transformer winding deformation diagnosis method based on dynamic time warping and multilayer perceptron

To address the issues of strong subjectivity and difficulty in feature extraction that are inherent to traditional frequency response analysis methods used for diagnosing transformer winding ...
Frontiers

Silver multilayer coating on orthopedic implant material of different alloys and surfaces significantly reduces bacterial colonization

Prosthetic joint infections (PJI) affect 1-3% of prosthetic joint replacements, frequently linked to biofilm formation on implant surfaces. PJIs account for 13.0-31.3% of all revision surgeries. As ...
AZoBuild

Recycling Rice Husks: ML Models Pinpoint Best Blend for Stronger Concrete

A new AI-driven model shows how rice husk ash can boost concrete performance while helping engineers design greener, low-carbon structures. Study: Forecasting compressive strength of concrete ...
C&EN

Enhanced Prediction of Absorption and Emission Wavelengths of Organic Compounds through Hybrid Graph Neural Network Architectures

Article subjects are automatically applied from the ACS Subject Taxonomy and describe the scientific concepts and themes of the article. Despite these advancements, predicting absorption and emission ...
GitHub

plet(col=) no accepts colorNumeric() in terra 1.8.x (regression from 1.7.x)

I am trying to plot a multilayer SpatRaster with plet() and a fixed reference color palette created using the output of leaflet::colorNumeric. As shown in the example below, the code works correctly ...
C&EN

BiDir-GRCO: A Bidirectional General Reaction Conditions Optimization Framework Integrating Multi-Armed Bandit and Regression Model

School of Artificial Intelligence, Guangxi Minzu University, No. 188, Daxue East Road, Xixiangtang District, Guangxi, Nanning 530006, China Guangxi Key Laboratories of Hybrid Computation and IC Design ...
IEEE

Comparison of Multilayer Perceptron and Generalized Regression Neural Networks in Active Noise Control

Abstract: Passive methods such as silencers and isolation are large, costly and ineffective at low frequencies. Active cancellation of noise was presented because of these problems. In this paper, ...