AI

Ensemble Learning Methods for Forex Prediction

Posted on by Ugur
Ensemble Learning Methods for Forex Prediction

Executive Summary This document presents a comprehensive, APA-formatted analysis of 24 ensemble learning studies for Forex forecasting conducted between 2021 and 2025. The analysis standardizes performance metrics across heterogeneous reporting formats and provides method-specific rankings, architecture analysis, and implementation recommendations. Conclusion This comprehensive analysis of 24 Forex ensemble studies from 2021-2025 reveals significant advances in ensemble methods for currency forecasting. Key findings include: Major Trends: Best Practices: Research Gaps: Future Directions:

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Internet Of Agents (IoA)

Posted on by Ugur
Internet Of Agents (IoA)

The IOA Blueprint Architecting the Future of Agentic Collaboration. (Link To PDF – a Must read) We are rapidly moving beyond the traditional Internet and the Internet of Things. Welcome to the era of the Internet of Agents, a foundational framework designed to seamlessly interconnect, dynamically discover, and collaboratively orchestrate autonomous AI agents at scaleUnlike the human-centric web or the trigger-based Internet of Things, the Internet of Agents is built for agent and knowledge connectivity….

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What is the CAGR achieved in Trading by TOP Trader “James Simons”?

Posted on by Ugur
What is the CAGR achieved in Trading by TOP Trader “James Simons”?

Yes James Simons… I have been referring to him on different occasions. This math lover, who earned his PhD from the University of California, is known for founding and creating Renaissance Technologies Chern-Simons formwith a technical analysis style in its trading activities. Reported revenue reached $18.5 billion in 2018. Although James Simons was included in Bloomberg’s 2011 list of the 50 most influential people and was named “the world’s smartest billionaire” by the Financial Times…

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SAP Rise & Grow and AI Platform Technologies – Some ideas

Posted on by Ugur
SAP Rise & Grow and AI Platform Technologies – Some ideas

Why a vector Database is a must?A vector search engine is a type of search engine that uses vector representations, also knownas embeddings, to search for relevant information. Unlike traditional keyword-based search engines, vector search engines use mathematical techniques to represent and process the meaning of words, phrases, sentences, or documents in a high-dimensional vector space. The key idea is that semantically similar items have similar vector representations. Vector search engines are particularly useful for…

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Reference Architecture of SAP BTP CAP application using GPT Models

Posted on by Ugur
Reference Architecture of SAP BTP CAP application using GPT Models

As we might recall from former presentations the latest simple view of SAP Apps can be viewed as below What ever we do it is designed to run on BTP (Business Technology Platform). Now that we have the Generative AI wind blowing the question is to find out what is next. With the Generative AI and Deep Learning converging and creating new fronters and new Evolution comes into play. Non-technical users can solve their business…

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Next Generation Programming Languages–Is Dall E a next generation development platform?

Posted on by Ugur
Next Generation Programming Languages–Is Dall E a next generation development platform?

The document below is a must read document for all. DALL·E has not explicitly been ‘taught’ anything, like who Frida Kahlo is, or what a llama looks like, or what a wide-angle lens does. It has just studied 650 million images & captions, and left to draw its own conclusions. That’s why there can’t be a regular ‘manual’ , based on functionality that the developers intentionally programmed in. Even the creators of DALL·E cannot be…

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