A survey on text classification algorithms: From text to predictions

A Gasparetto, M Marcuzzo, A Zangari, A Albarelli - Information, 2022 - mdpi.com
In recent years, the exponential growth of digital documents has been met by rapid progress
in text classification techniques. Newly proposed machine learning algorithms leverage the …

[HTML][HTML] Text classification algorithms: A survey

K Kowsari, K Jafari Meimandi, M Heidarysafa, S Mendu… - Information, 2019 - mdpi.com
In recent years, there has been an exponential growth in the number of complex documents
and texts that require a deeper understanding of machine learning methods to be able to …

{ATLAS}: A sequence-based learning approach for attack investigation

A Alsaheel, Y Nan, S Ma, L Yu, G Walkup… - 30th USENIX security …, 2021 - usenix.org
Advanced Persistent Threats (APT) involve multiple attack steps over a long period, and
their investigation requires analysis of myriad logs to identify their attack steps, which are a …

[PDF][PDF] Preprocessing techniques for text mining-an overview

S Vijayarani, MJ Ilamathi, M Nithya - International Journal of …, 2015 - researchgate.net
Data mining is used for finding the useful information from the large amount of data. Data
mining techniques are used to implement and solve different types of research problems …

A survey of automatic text summarization: Progress, process and challenges

MF Mridha, AA Lima, K Nur, SC Das, M Hasan… - IEEE …, 2021 - ieeexplore.ieee.org
With the evolution of the Internet and multimedia technology, the amount of text data has
increased exponentially. This text volume is a precious source of information and knowledge …

[HTML][HTML] Twitter as a predictive system: a systematic literature review

E Cano-Marin, M Mora-Cantallops… - Journal of Business …, 2023 - Elsevier
Millions of people use Twitter daily, posting thousands of messages and interacting with
their peers. This research aims to evaluate and classify the predictive potential of the Twitter …

From text to thought: How analyzing language can advance psychological science

JC Jackson, J Watts, JM List… - Perspectives on …, 2022 - journals.sagepub.com
Humans have been using language for millennia but have only just begun to scratch the
surface of what natural language can reveal about the mind. Here we propose that language …

[PDF][PDF] A comparative study of stemming algorithms

AG Jivani - Int. J. Comp. Tech. Appl, 2011 - kenbenoit.net
Stemming is a pre-processing step in Text Mining applications as well as a very common
requirement of Natural Language processing functions. In fact it is very important in most of …

[PDF][PDF] Fake reviews detection using supervised machine learning

AM Elmogy, U Tariq, M Ammar… - International Journal of …, 2021 - academia.edu
With the continuous evolve of E-commerce systems, online reviews are mainly considered
as a crucial factor for building and maintaining a good reputation. Moreover, they have an …

[PDF][PDF] Perbandingan akurasi dan waktu proses algoritma K-NN dan SVM dalam analisis sentimen twitter

MRA Nasution, M Hayaty - J. Inform, 2019 - pdfs.semanticscholar.org
Salah satu cabang ilmu komputer yaitu pembelajaran mesin (machine learning) menjadi
tren dalam beberapa waktu terakhir. Pembelajaran mesin bekerja dengan memanfaatkan …