Tag Archives: artificial intelligence

NLP for Social Good: Research Paper Review

Aim: In this article I discuss a research paper by  Lin et al (2021) [1] named “How Good Is NLP? A Sober Look at NLP Tasks through the Lens of Social Impact”.    This paper presents an in-depth overview of research areas for NLP in 2020,  effect of research in NLP on targets for aContinue reading “NLP for Social Good: Research Paper Review”

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 based Medical Application in Tuberculosis Detection

In this article we discuss a research paper by Alcantaraa et al [1] named ” Improving tuberculosis diagnostics using deep learning and mobile health technologies among resource-poor communities in Perú ”  in which Artificial Intelligence is used for medical applications.  In this research published in 2017, highly infectious disease Tuberculosis (T.B.) has been targeted toContinue reading “Artificial Intelligence based Medical Application in Tuberculosis Detection”

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)”

AI: Question Answering System using Semantic Thesaurus – Wordnet and Wikipedia

[This is a brief review article of the research in this area and specifically in [1] ] In this article we discuss an article by (Ray et al) [1] named “A semantic approach for question classification using WordNet and Wikipedia”  in which Artificial Intelligence techniques of Natural Language Processing, semantics, search are used. First letContinue reading “AI: Question Answering System using Semantic Thesaurus – Wordnet and Wikipedia”

Artificial Intelligence based Medical Analysis of Brain (functional MRI)

In this article we discuss an article by ( Kuncheva et al) [1] named “Random Subspace Ensembles for fMRI Classification” in which Artificial Intelligence techniques such as SVM, Random Forests are combined with probabilistic modelling to predict efficiently the brain functioning based on MRI scans. This research ( Kuncheva et al) [1] talks about applicationContinue reading “Artificial Intelligence based Medical Analysis of Brain (functional MRI)”

Can Artificial Intelligence and Scientific Advancements be used to prevent Natural Calamities #climate_change

Well, we are living in the times of advanced scientific developments. But have we used the lessons learned good enough? Climate change is here, cyclones, flash flooding, earthquakes, tornadoes, droughts, soil erosions and so on! Yes, man was responsible was a lot of climate change conditions but we have to face it all. Face theContinue reading “Can Artificial Intelligence and Scientific Advancements be used to prevent Natural Calamities #climate_change”

Choosing the Right New Source of Energy with Help of AI and Computer Simulations: Stop and Think Before Implementing

Yes, we are in a race against time to protect the environment.  There is growing imbalance in primarily the following three broad categories: In air On Earth’s surface Below Earth’s Surface So dear stakeholders, its good to find a new source of energy that can replace fossil fuels. It gives the excitement and the requiredContinue reading “Choosing the Right New Source of Energy with Help of AI and Computer Simulations: Stop and Think Before Implementing”

Rough Sets: Introduction

The amount of information in the world is increasing at a very high rate. With this increases the problem of efficiently and effectively using the abundant information. Rough Set is a mathematical tool to discover patterns hidden in data. It deals with the ”decision” of ”selecting” suitable attributes and objects. There are collections of objectsContinue reading “Rough Sets: Introduction”