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Malay named entity recognition based on rule-based approach
(IACSIT Press, 2014-06)
A Named-Entity Recognition (NER) is part of the process in Text Mining and it is a very useful process for information extraction. This NER tool can be used to assist user in identifying and detecting entities such as ...
A robust framework for web information extraction and retrieval
(IACSIT Press, 2014-04)
The large volume of online and offline information that is available today has overwhelmed users’ efficiency and effectiveness in processing this information in order to extract relevant information. The exponential growth ...
Impact of financial news headline and content to market sentiment
(IACSIT Press, 2014-06)
Business and financial news are important resources that investors referred to when monitoring the stock performance. News brings us the latest information about the stock market. Studies have shown that business and ...
Document recommender agent based on hybrid approach
(IACSIT Press, 2014-04)
As Internet continues to grow, user tends to rely heavily on search engines. However, these search engines tend to generate a huge number of search results and potentially making it difficult for users to find the most ...
Evolving Controllers for Simulated Car Racing Using Differential Evolution
(Penerbit UKM Press, 2013-06)
This paper presents an initial approach for creating autonomous controllers for the car racing game using a hybrid technique. The Differential Evolution (DE) algorithm is combined with Feed-forward Artificial Neural Networks ...
External constraints of neural cognition for CIMB stock closing price prediction
(UPM Press, 2017-06)
This paper investigates the accuracy of Feedforward Neural Network (FFNN) with different external parameters in predicting the closing price of a particular stock. Specifically, the feedforward neural network was trained ...
Backpropagation neural ensemble for localizing and recognizing non-standardized Malaysia's car plates
(INSIGHT - Indonesian Society for Knowledge and Human Development, 2016)
In this paper, we describe a research project that autonomously localizes and recognizes non-standardized Malaysian's car plates using conventional Backpropagation algorithm (BPP) in combination with Ensemble Neural Network ...
Reflection on teaching IT for non-computing students
(Elsevier, 2015-05-13)
This paper reflects on the first semester of teaching an introductory computing courses using a non-traditional approach. For several years’ the institution offered two computing courses, introduction to computing and ...
Real time mobile based license plate recognition system with neural networks
(IOP Publishing Ltd, 2020)
In this paper, the implementation of localizing and recognizing license plate in real time environment with a neural network using a mobile device is described. The neural networks used in this research are Convolutional ...
Combining textual features to detect cyberbullying in social media posts
(Elsevier, 2020)
Cyberbullying has become prevalent in social media communication. To create a safe space for cyber communication, an effective cyberbullying detection method is needed. This study focuses on using combination of textual ...