NOTE: This article is present on — (PDF) Population studies, current decline in population (researchgate.net) and on authors key social media account as well, its DOI: 10.13140/RG.2.2.33983.11684 Analysis here~~~ Many questions arise, in this regards, So is this temporary local minima in population of each region.. What are past local optimas in population studies then Sir How pastContinue reading “AI based Population studies, current decline in population”
Category Archives: data science
AI-based Governance, supervised, semi-supervised to fully supervised- Part I
#ai #governance #artificialintelligence #robotics Which leader to trust, Which part to vote, How to decide the fundings in a better way, How to satisfy all demands of people, How to allocate jobs, How to arrange for food, at subsidized rates, How to manage crowd going against things, French Revolution was just the beginning, Why shouldContinue reading “AI-based Governance, supervised, semi-supervised to fully supervised- Part I”
Uncertainty measures for Decision Making (unsupervised and semisupervised)
I proposed Rough Set based uncertainty measures (span) (Yadav, 2021) for various decision systems in my post-Ph.D. work, which is an impressive contribution to the field. This research work can improve decision-making processes and enhance the reliability of decision systems. The model developed uncertainty measures for unsupervised multi-category decisions for structured and unstructured data. TheContinue reading “Uncertainty measures for Decision Making (unsupervised and semisupervised)”
Some future work on decision-making with Rough Sets
-Doctor Nidhika Yadav #decision-making Firstly, in my Ph.D. work, I incepted the concept of novel Rough Set based uncertainty measure, ‘span’, and the definition of special Rough subsets of the Universe, ‘spanning sets’. I elaborated on how ‘span’ measures the salience of any subset of the Universe, with the ‘spanning set’ being the subset thatContinue reading “Some future work on decision-making with Rough Sets”
GPT-5 and its PhD level Intelligence Explained and Questioned
Greetings of the day everyone. How are you doing? Let’s discuss this news which is a hot topic of discussion around the internet. The following image is taken from LinkedIn to understand the impact GPT-5 can have, if this is really true! Some point here: —Yes right, but I think what is this GPT-5 claimContinue reading “GPT-5 and its PhD level Intelligence Explained and Questioned”
Fuzzy Rough Set Techniques for Extractive Text Summarization
Hi All, Hope you are doing well! I am on a journey to Australia so it takes me time to post technical articles these days. Today in this article I describe one of my own research paper in layman language with the title “Fuzzy Rough Set Techniques for Extractive Text Summarization”. This was published inContinue reading “Fuzzy Rough Set Techniques for Extractive Text Summarization”
Chatbot Response Categorization-Multi Category Tags
#ai #artificialintelligence Note: This is authors own article which in the original is present on DOI:10.13140/RG.2.2.13103.14247. It is presented here to grow the audience. Abstract-Chatbots or any other kind of bots produce outputs that at times are not what is required out of the bot. In such situations, bot output categorization is required. The botContinue reading “Chatbot Response Categorization-Multi Category Tags”
Re-ranking of documents in the Information Retrieval Task with Unsupervised Query Expansion
Note: The article in the duplicate is present on the author’s other social media accounts as well. In this article, we shall cover the steps to perform un-supervised query expansion and how to use it to re-rank documents in the task of Information Retrieval. Most of the points are taken from the research paper byContinue reading “Re-ranking of documents in the Information Retrieval Task with Unsupervised Query Expansion”
User-side Query Expansion for Efficient Chatbots with or without Feedback
Note: This article in copy is also present on authors other social media accounts as well. When a query is put on a chatbot be it be chatGPT, copilot, or any other chatbot, the response is based on what query is being asked. Now chatGPT has proposed to use clever AI (see reference [1] below)Continue reading “User-side Query Expansion for Efficient Chatbots with or without Feedback”
Yesterday Copilot massive Bot Supremacy Claim and the ChatGPT Bug!
Here in this article, you can know by example how such texts are produced and their solutions, how to avoid it in the future. Problem Explained and fixes needed in bots. The chatbots can be changing the modes of operation from — poetic to fictional to Shakespeare humor to even threat mode, maybe yesterday’s copilot breakdownContinue reading “Yesterday Copilot massive Bot Supremacy Claim and the ChatGPT Bug!”
Artificial Intelligence, Computer Science & Mathematics 