Amit Agarwal
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View article: AgriLLM: Harnessing Transformers for Farmer Queries
AgriLLM: Harnessing Transformers for Farmer Queries Open
Agriculture, vital for global sustenance, necessitates innovative solutions due to a lack of organized domain experts, particularly in developing countries where many farmers are impoverished and cannot afford expert consulting. Initiative…
View article: Unveiling Themes in Judicial Proceedings: A Cross-Country Study Using Topic Modeling on Legal Documents from India and the UK
Unveiling Themes in Judicial Proceedings: A Cross-Country Study Using Topic Modeling on Legal Documents from India and the UK Open
Legal documents are indispensable in every country for legal practices and serve as the primary source of information regarding previous cases and employed statutes. In today's world, with an increasing number of judicial cases, it is cruc…
View article: Nonlinear Landau fan diagram and aperiodic magnetic oscillations in three-dimensional systems
Nonlinear Landau fan diagram and aperiodic magnetic oscillations in three-dimensional systems Open
Quantum oscillations offer a powerful probe for the geometry and topology of the Fermi surface in metals. Onsager's semiclassical quantization relation governs these periodic oscillations in 1/B, leading to a linear Landau fan diagram. How…
View article: Hierarchical clustering for multiple nominal data streams with evolving behaviour
Hierarchical clustering for multiple nominal data streams with evolving behaviour Open
Over the decade, a number of attempts have been made towards data stream clustering, but most of the works fall under clustering by example approach. There are a number of applications where clustering by variable approach is required whic…
View article: Identifying Leadership Characteristics from Social Media Data during Natural Hazards using Personality Traits
Identifying Leadership Characteristics from Social Media Data during Natural Hazards using Personality Traits Open
With the availability of smart devices and affordable data plans, social media platforms have become the primary source of information dissemination across geographically dispersed users/locations. It has shown great potential across diffe…
View article: <i>Face off:</i> Travel Habits, Road Conditions and Traffic City Characteristics Bared Using Twitter
<i>Face off:</i> Travel Habits, Road Conditions and Traffic City Characteristics Bared Using Twitter Open
The adequacy of traditional transport related issues detection is often limited by physical sparse sensor coverage and reporting incident/issues to the emergency response system is labor intensive. The social media tweet text have been min…
View article: A Datamining Approach for Emotions Extraction and Discovering Cricketers performance from Stadium to Sensex
A Datamining Approach for Emotions Extraction and Discovering Cricketers performance from Stadium to Sensex Open
Microblogging sites are the direct platform for the users to express their views. It has been observed from previous studies that people are viable to flaunt their emotions for events (eg. natural catastrophes, sports, academics etc.), for…
View article: Passenger Abnormal Behaviour Detection using Machine Learning Approach
Passenger Abnormal Behaviour Detection using Machine Learning Approach Open
In this paper we have proposed the clustering approach to classify the random walk trajectories from the synthetic bus station video. Bus station one of the most crowded locations that consist of more than thousands of passengers or travel…