Deep Learning and AI Based Systems to Detect Climate Calamities Before Occurrence and Raising Alarm When Needed

Nidhika Yadav Abstract– Climate change is here; natural calamities have become a regular phenomenon in world. There are various artificial intelligence-based techniques that can be used to predict and detect natural calamities, some of which include deep learning-based techniques such as RNN, LSTM, Transformers, Hybrid CNN models by considering the atmospheric data in form ofContinue reading “Deep Learning and AI Based Systems to Detect Climate Calamities Before Occurrence and Raising Alarm When Needed”

AI: Deep Learning for Semantic Similarity

#comments_statistics In this article I discuss an research paper by (Adrian Sanborn and  Jacek Skryzalin) [1] named “Deep Learning for Semantic Similarity”.    Aim: Given two sentences or small text fragments, are they similar? If so, how much similar or dis-similar? Technique: The authors have proposed use of AI technique of deep learning in particularContinue reading “AI: Deep Learning for Semantic Similarity”

Artificial Intelligence: Deep Learning Based Sentiment Analysis using Ensembles (Short Review)

In this blog we discuss an research paper by (Araque et al) [1] named ” Enhancing deep learning sentiment analysis with ensemble techniques in social applications”  in which Artificial Intelligence techniques  for sentiment analysis and deep learning is used with advanced classification technique of ensemble based learning.   This article [1] propose, analyze the various waysContinue reading “Artificial Intelligence: Deep Learning Based Sentiment Analysis using Ensembles (Short Review)”