Python Projects

Abstract: PBFT’s many benefits make it popular. Due to its high communication complexity and poor fault tolerance, PBFT is unsuitable for large-scale node scenarios. PBFT algorithms reduce communication complexity but reduce system security and fault…

A Coexistence Analysis of Blockchain, SCADA Systems, and OpenADR for Energy Services Provision Project Synopsis Abstract: Blockchain technology lets end-users regulate the power grid and create new electricity market business models. Blockchain technology’s distributed nature…

Project Synopsis Abstract: Medical supply overproduction and underconsumption have cost billions over the past decade. Current healthcare supply chain systems lack accountability, transparency, traceability, audit, assessment, security, and trust, causing overproduction and underconsumption. To ensure…

Project Synopsis Abstract: While not limited to crypto-currency, distributed mechanisms have become an obvious solution. Instead, it has inspired smart houses, electrical grids, agriculture, health care, transportation, and others to develop robust privacy and security…

A blockchain architecture for trusted sub-ledger operations and financial audit using decentralized microservices Synopsis Abstract: Decentralized microservices enable trusted sub-ledger operations and financial audit in this blockchain architecture. Blockchain technology improves security and allows cross-company…

A Novel Approach for Introducing Cluster Size Reduction and Diversity into an Optimized Ensemble Classifier Abstract: This paper introduces a novel method for creating an optimized ensemble classifier by addressing the challenge of class imbalances….

Fast and Robust Representative Selection from Manifolds Using a Multi-Criteria Approach Abstract: The problem of representative selection involves extracting informative exemplars from large datasets. Existing methods often struggle to handle non-linear data structures, sample concise…

Real-Time Matrix Retrieval Using a High-Performance Index Abstract: The technique of “embedding” in machine learning has greatly influenced data representation, enabling the representation of various real-world objects using matrices, such as words in documents, images,…

Crossing-City POI Recommendations Using a Deep Neural Network Abstract: With the increasing popularity of location-aware devices, such as smartphones, a vast amount of location-based social media data, including check-ins, is being generated. This has sparked…

A BP Neural Network Based Recommender Framework with Attention Mechanism ABSTRACT: Recommender systems have been enhanced with deep neural networks (DNNs) to improve prediction accuracy through nonlinear representation learning. However, DNNs often come with high…

Machine Learning Projects with Source Code: Approach Source code projects teach machine learning. Ameerpet, an Indian IT training institute, provides students with source code for machine learning projects to explore new trends and techniques. Comprehensive…

Innovative Engineering Machine Learning Projects at Ameerpet Innovation drives machine learning and other technological advances. Indian IT training institute Ameerpet encourages students to work on creative machine learning projects to improve their critical thinking and…