Md. Milon Islam, Muhammad Sheikh Sadi, Kamal Z. Zamli, Md. Manjur Ahmed
The development of walking assistants for visually impaired people has become a prominent research area due to the rapid growth of these individuals in recent decades. Although numerous frameworks have been developed to aid visually impaired people, a considerable portion of these is limited in thei...
Gollam Rabby, Saiful Azad, Mufti Mahmud, Kamal Z. Zamli et al.
Abstract Automatic keyphrase extraction techniques aim to extract quality keyphrases for higher level summarization of a document. Majority of the existing techniques are mainly domain-specific, which require application domain knowledge and employ higher order statistical methods, and computational...
Md Shofiqul Islam, Muhammad Nomani Kabir, Ngahzaifa Ab Ghani, Kamal Z. Zamli et al.
Abstract Social media is used to categorise products or services, but analysing vast comments is time-consuming. Researchers use sentiment analysis via natural language processing, evaluating methods and results conventionally through literature reviews and assessments. However, our approach diverge...
Gollam Rabby, Saiful Azad, Mufti Mahmud, Kamal Z. Zamli et al.
A keyphrase extraction technique endeavors to extract quality keyphrases from a given document, which provide a high-level summary of that document. Except statistical keyphrase extraction approaches, all other approaches are either domain-dependent or require a sufficient amount of training data, w...
Kamrul Islam, Md. Manjur Ahmed, Kamal Z. Zamli
Data stream clustering plays an important role in data stream mining for knowledge extraction. Numerous researchers have recently studied density-based clustering algorithms due to their capability to generate arbitrarily shaped clusters. However, most of the algorithms are either fully offline, hyb...
Md Saef Ullah Miah, Junaida Sulaiman, Saiful Azad, Kamal Z. Zamli et al.
The idea of this study is to validate a list of keywords derived from a scientific article by a domain expert from years of knowledge with prominent document similarity algorithms. For this study, a list of handcrafted keywords generated by Electric Double Layer Capacitor (EDLC) experts are chosen, ...
Saiful Azad, Mufti Mahmud, Kamal Z. Zamli, M. Shamim Kaiser et al.
Kamrul Islam, Manjur Ahmed, Kamal Z. Zamli, Salman Mehbub
Twitter is one of most popular Internet-based social networking platform to share feelings, views, and opinions. In recent years, many researchers have utilized the social dynamic property of posted messages or tweets to predict civil unrest in advance. However, existing frameworks fail to describe ...
Md Saef Ullah Miah, Junaida Sulaiman, Kamal Z. Zamli, Shah Samiur Rashid et al.
This paper presents a method for predicting carboxymethyl cellulase (CMCase) production using artificial neural networks (ANNs) and an explicit feature selection approach. A dataset of CMCase production experiments was collected, and an explicit feature selection approach was applied to select the m...
M. S. A. Noman Ranak, Saiful Azad, Safwan Fathi Bin Mohammad, Kamal Z. Zamli et al.
Recently, due to security concerns, most of the computing systems have employed authentication based access control mechanisms. Again, in general, a considerable number of such systems we use in our day-to-day life. Hence, we also have to memorize a considerably large number of passwords, which incu...
Md. Abdul Kader, Kamal Z. Zamli, Md Rakibul Islam, Deshinta Arrova Dewi et al.
Emperor penguin optimizer (EPO) is a population-based meta-heuristic approach that is inspired by the huddling behavior of emperor penguins. EPO suffers from the premature convergence problem, in which it gets trapped in local optima that prevents it from reaching the global optimum safely. The init...
Ahmed Ali Neffati, Saiful Azad, Mufti Mahmud, Suryanti Awang et al.
The Coastal Patrol and Surveillance Application (CPSA) is developed and deployed to detect, track and monitor water vessel traffic using automated devices. Latest advancements of marine technologies, including the Automatic Underwater Vehicles, have allowed the development of this type of applicatio...
Tien Fui Yong, Saiful Azad, Mohammed Mostafizur Rahman, Kamal Z. Zamli et al.
Extracting text out of PDF documents is never an easy task when a higher degree of accuracy and consistency are the two main criteria to be attained. Although, there exist a considerable number of such systems; however, most of them are falling short of offering desirable performance especially when...