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TELKOMNIKA Telecommunication Computing Electronics and Control
Biomedical-named entity recognition using CUDA accelerated KNN algorithm
Biomedical named entity recognition (Bio-NER) is a highly complex and
time-consuming research domain using natural language processing (NLP).
It’s widely used in information retrieval, knowledge summarization,
biomolecular event extraction, and…
time-consuming research domain using natural language processing (NLP).
It’s widely used in information retrieval, knowledge summarization,
biomolecular event extraction, and…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Comparison analysis of Bangla news articles classification using support vector machine and logistic regression
In the information age, Bangla news articles on the internet are fast-growing. For
organizing, every news site has a particular structure and categorization. News arti-
cle classification is a method to determine a document’s classification based…
organizing, every news site has a particular structure and categorization. News arti-
cle classification is a method to determine a document’s classification based…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
A novel deep learning architecture for drug named entity recognition
Drug named entity recognition (DNER) becomes the prerequisite of other
medical relation extraction systems. Existing approaches to automatically
recognize drug names includes rule-based, machine learning (ML) and deep
learning (DL) techniques.…
medical relation extraction systems. Existing approaches to automatically
recognize drug names includes rule-based, machine learning (ML) and deep
learning (DL) techniques.…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Natural language processing and machine learning based cyberbullying detection for Bangla and Romanized Bangla texts
The popularity of social media has been increasing tremendously in recent times and thus cyberbullying towards people has also increased at an alarming rate. Many cyberbullying texts can be found in the comment sections of many well-known Bangladeshi…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Design of optimal search engine using text summarization through artificial intelligence techniques
Natural language processing is the trending topic in the latest research areas, which allows the developers to create the human-computer interactions to come into existence. The natural language processing is an integration of artificial…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Sentiments analysis of customer satisfaction in public services
using K-nearest neighbors algorithm and natural language processing approach
Customer satisfaction is very important for public service providers, customer
satisfaction can be delivered with a survey application or writing criticism that
can be used to evaluate and improve service. Unfortunately, there are only a
few…
satisfaction can be delivered with a survey application or writing criticism that
can be used to evaluate and improve service. Unfortunately, there are only a
few…
Journal of ICT Research and Applications ITB Bandung Vol. 15 No. 2 2021
A New Term Frequency with Gaussian Technique for Text Classification and Sentiment Analysis
Abstract. This paper proposes a new term frequency with a Gaussian technique (TF-G) to classify the risk of suicide from Thai clinical notes and to perform sentiment analysis based on Thai customer reviews and English tweets of travelers that use US…