Animesh Kumar Paul, Pintu Chandra Shill, Md Rafiqul Islam Rabin, Kazuyuki Murase
Md. Mahbubar Rahman, M. A. H. Akhand, Shahidul Islam, Pintu Chandra Shill et al.
Handwritten character recognition complexity varies among different languages due to distinct shapes, strokes and number of characters. Numerous works in handwritten character recognition are available for English with respect to other major languages such as Bangla. Existing methods use distinct fe...
Animesh Kumar Paul, Pintu Chandra Shill, Md Rafiqul Islam Rabin, M. A. H. Akhand
Decision in medical diagnosis is mostly taken by expert's experiences. In many cases, not all the expert's experiences contribute towards effective diagnosis of a disease. Researchers have taken multiple approaches like attribute reduction, rule extraction, fuzzy model optimization, etc. But noisy d...
Animesh Kumar Paul, Pintu Chandra Shill
Most of the fuzzy clustering methods use only centroid information and cannot differentiate the geometric structures of clusters due to the cohesion and separation measures of the fuzzy partition. Moreover, conventional clustering methods confine the search space of automatic fuzzy clustering as it ...
Rubya Afrin, Pintu Chandra Shill
Diabetic Retinopathy (DR) is one of the visual abnormality of diabetes which affects the retina. The disease gradually damages the retina and leads to blindness in future. Detection and classification of DR at an early stage can reduce the severity of this vision loss significantly. In this paper, w...
Md. Sakif Rahman, Pintu Chandra Shill, Zarin Homayra
Lung cancer has been the leading cause of cancer-related deaths worldwide. Early detection of cancer greatly increases the chances for successful treatment and diagnosis and reduce morbidity. In this paper, we propose a lung cancer detection and prediction method using the deep neural network. The p...
Md. Abul Ala Walid, Swarnali Mollick, Pintu Chandra Shill, Mrinal Kanti Baowaly et al.
The study utilizes osteosarcoma hematoxylin and the Eosin-stained image dataset, which is unevenly dispersed, and it raises concerns about the potential impact on the overall performance and reliability of any analyses or models derived from the dataset. In this study, a deep-learning-based convolut...
M. A. H. Akhand, Md. Mahbubar Rahman, Pintu Chandra Shill, Shahidul Islam et al.
Recognition of handwritten numerals has gained much interest in recent years due to its various application potentials. Although Bangla is a major language in Indian subcontinent and is the first language of Bangladesh study regarding Bangla handwritten numeral recognition (BHNR) is very few with re...
Animesh Kumar Paul, Pintu Chandra Shill
Due to the explosion of social networking sites, blogs and review sites (for example, Amazon, Twitter, and Facebook, etc.) it provides an overwhelming amount of textual information. We need to organize, explore, analyze the information for making a better decision from the side of customers and comp...
Pintu Chandra Shill, M. A. H. Akhand, Md. Asaduzzaman, Kazuyuki Murase
In this paper, we present the automatic design methods with rule base size reduction for fuzzy logic controllers (FLCs) through real and binary coded coupled genetic algorithms (GAs). The adaptive schema is divided into two phases: the first phase is concerned with optimizing the FLCs membership fun...
Pintu Chandra Shill, Md. Faijul Amin, M. A. H. Akhand, Kazuyuki Murase
A Type-2 Fuzzy logic controller adapted with quantum genetic algorithm, referred to as type-2 quantum fuzzy logic controller (T2QFLC), is presented in this article for robot manipulators with unstructured dynamical uncertainties. Quantum genetic algorithm is employed to tune type-2 fuzzy sets and ru...
Animesh Kumar Paul, Pintu Chandra Shill
The product of gene expression works together in the cell for each living organism in order to achieve different biological processes. Many proteins are involved in different roles depending on the environment of the organism for the functioning of the cell. In this paper, we propose gene ontology (...
Mahtab Ahmed, Pintu Chandra Shill, Kaidul Islam, Md. Abdus Salim Mollah et al.
Most of the Speech Recognition (SR) systems use Hidden Markov Model (HMM) for acoustic modeling and Gaussian Mixture Model (GMM) for state modeling. Artificial Neural Network (ANN) based methods are also found as a good replacement of GMMs in SR system development. This paper presents a method for B...
Tanmoy Tapos Datta, Pintu Chandra Shill, Zabir Al Nazi
When one drug interacts with another, it is known as a drug-drug interaction. This could change how one or both drugs work in the body, or induce unforeseen adverse effects. The performance of a combination can be effectively degraded or improved by mixing different medications. In some cases, it ca...
Pintu Chandra Shill, Kishore Kumar Pal, Md. Faijul Amin, Kazuyuki Murase
In this paper, an integration of fuzzy logic controller (FLC) and genetic algorithm (GA) is developed with a view to make the design process fully automatic, without requiring any human expert knowledge. Here, GA is used in two stages simultaneously: the first stage involves selection and definition...