by Dr. Owns | May 6, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Artificial Intelligence has become a mainstay of our daily lives, revolutionizing industries, accelerating scientific discoveries, and reshaping how we communicate. Yet, alongside its undeniable benefits, AI has also ignited a range of ethical and social dilemmas that...
by Dr. Owns | May 6, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Text Classification stands as one of the most basic yet most important applications of natural language processing. It has a vital role in many real-world applications that go from filtering unwanted emails like spam, detecting product categories or classifying user...
by Dr. Owns | May 6, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
AI agents and automation are no longer just a trend — they are transforming how companies operate. In a previous article, I shared several case studies of AI Agents supporting the sustainability roadmaps of small, medium and large companies. AI Agents for...
by Dr. Owns | May 6, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
This article uses concepts from this brilliant paper. For a deeper understanding of the mathematics please refer to the paper. Here we try to present the math in a more intuitive and explicit way, with some important nuances highlighted. 1 Introduction Discussions...
by Dr. Owns | May 6, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
As a data scientist and professor, I often need to explain the inner workings of learning algorithms and mathematical concepts, whether in technical presentations, classroom lectures, or written articles. In many cases, static plots can show the final outcome, but...
