Center for Strategic and International Studies

What Is Maven Smart System, and What Does It Do?

Matt Mande and Gregory C. Allen provide a detailed overview Maven Smart System, the AI-powered software platform that has ...
Medicine Buffalo

Design Safe and Efficient Algorithms for AI-Embodiments

This project has reached full capacity for the current term. Please check back next semester for updates. Fueled by artificial intelligence (AI) algorithms, various AI embodiments, such as autonomous ...
GitHub

Machine Learning spam classifier achieving 98% accuracy using SVM, NLP, and TF-IDF vectorization

An intelligent spam detection system that classifies SMS/email messages with 98.48% accuracy using machine learning. This project compares multiple algorithms and provides comprehensive performance ...
The Conversation

Treasury has a great cost‑benefit calculator for big‑spending projects – we just need to use it better

What is the true value of a policy project? For governments tasked with improving citizens’ lives while spending taxpayers’ money responsibly, this is no mere academic question. It lies at the heart ...
Scientific Research Publishing

Keerthi, S.S. (2002) Efficient Tuning of SVM Hyperparameters Using Radius/Margin Bound and Iterative Algorithms. IEEE Transactions on Neural Networks, 13, 1225-1229.

ABSTRACT: Support vector regression (SVR) and computational fluid dynamics (CFD) techniques are applied to predict the performance of an automotive torque converter in the design process of turbine ...
GitHub

Abdulrahmann-Omar/SVM-Using-SGD

This project explores the mathematical and practical implementation of Support Vector Machines (SVMs) optimized using Stochastic Gradient Descent (SGD). It includes a theoretical foundation, algorithm ...
IEEE

Stress Detection Using SVM and Virtual Assistant

Abstract: This paper presents a chatbot model designed to detect stress in users through simple yes-or-no questions. Utilizing a Support Vector Machine (SVM) algorithm, the model achieves high ...
IEEE

Implementation of ML Algorithm for Spyware Detection System Using SVM with KNN Algorithm for Comparison of Accuracy

Abstract: The research examines the Support Vector Machines (SVM) and K-Nearest Neighbor (KNN) machine learning algorithms with the goal of using machine learning to detect malware and mitigate ...
Invezz

Sonic SVM aims to use $12.8M node sale to accelerate growth on Solana

The sale will feature 50,000 Hyperfuse nodes across 20 pricing tiers. Node sales are a growing fundraising method in blockchain. The sale follows a successful $12 million Series A fundraising round ...
ArchDaily

Housing Refurbishment in Latin America: 10 Projects that Excel in the Use of Materials

Refurbishment is an increasingly common and fundamental practice in contemporary architecture. More than a trend, it represents a crucial strategy for reducing resource consumption and minimizing ...