Multi-class Text Classification and Publication of Crime Data from Online News Sources

J John, MS Varkey, M Selvi - 2021 8th International …, 2021 - ieeexplore.ieee.org
Over the past decade, India's major cities have been deemed as some of the most unsafe
places in the world for women. We know that crimes against women occur every day as …

Classification of high-priority tweets for effective rescue operations during natural disaster combining twitter's textual and non-textual features

E Arathi, S Sasikala - International Conference on Frontiers of Intelligent …, 2022 - Springer
Disaster management is highly responsible for managing the evacuation and deploying
rescue teams to mitigate the loss of life and property. Twitter assists in getting emergency aid …

Performance Analysis of Machine Learning Algorithms for Text Classification

M Thejaswee, V Srilakshmi, K Anuradha… - Advanced Informatics for …, 2021 - Springer
In the current century, the number of complex documents and messages requiring a top-to-
bottom understanding of ML strategies that precisely identify texts in different applications is …

Event detection and knowledge mining from unlabelled bengali news articles

IA Khandokar, I Mamun, TIA Chadni… - 2020 Emerging …, 2020 - ieeexplore.ieee.org
Text mining is one of the most important tasks in Natural Language Processing (NLP). It is
often very difficult to detect events of interest from vast unstructured or data that is not …

A Fine‐Tuned BERT‐Based Transfer Learning Approach for Text Classification

R Qasim, WH Bangyal, MA Alqarni… - Journal of healthcare …, 2022 - Wiley Online Library
Text Classification problem has been thoroughly studied in information retrieval problems
and data mining tasks. It is beneficial in multiple tasks including medical diagnose health …

Short text classification using contextual analysis

S Al Sulaimani, A Starkey - IEEE Access, 2021 - ieeexplore.ieee.org
Micro blogging tools provide a real time service for the public to express opinions, to
broadcast news and information and offer an opportunity to comment and respond to such …

[PDF][PDF] BITS_PILANI@ IMRiDis-FIRE 2017: Information Retrieval from Microblog during Disasters.

A Talukdar, R Bhargava, Y Sharma - FIRE (Working Notes), 2017 - ceur-ws.org
Microblogging sites like Twitter are increasingly being used for aiding relief operations
during disaster events. In such situations, identifying actionable information like needs and …

Social media text classification for crisis management

M Işık - 2019 - openaccess.hku.edu.tr
In recent years, impressive attention has been given for mining the publically available huge
amount of data to gain situational awareness, which may help in preventing or decrease the …

Conceptual representation for crisis-related tweet classification

WG Choi, KS Lee - Computación y Sistemas, 2019 - scielo.org.mx
The importance of social media such as Twitter, as a conduit for actionable and tactical
information during disasters is increasingly recognized. During crisis situations, rapid and …

[PDF][PDF] Classification of Short-Texts Generated During Disasters: Traditional and Deep learning Approach

S Kundu, PK Srijith - 2018 - core.ac.uk
Micro-blogging sites provide a wealth of resources during disaster events in the form of short
texts. Correct classification of those short texts into various actionable classes can be of …