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Using machine learning on a diverse class of problems : from rainfall to criminal actions
(BRAC University, 2015-12)
We intend to compare and analyze certain machine learning algorithms by taking two
different datasets tackling separate real world issues. The first one relates to agriculture.
Bangladesh, being an agrarian country, is ...
Solving university course scheduling problem using genetic algorithm and analyzing results with other algorithms
(BRAC University, 2015)
A study on course timetabling problem which is a combinatorial optimization NP-hard problem. The aim of this thesis is to find optimal or near optimal solution of course scheduling for Computer Science and Engineering ...
Centralized medical practice management software system
(BRAC University, 2015-08)
The purpose of this project was to construct a centralized patient management system that would serve as a consolidated platform to provide an effective and efficient mechanism for patient management and means for availing ...
Implementation of an Optical Character Recognizer (OCR) for Bengali language
(BRAC University, 8/24/2015)
Optical character recognition (OCR) is the process of extracting text from an image. The main purpose of an OCR is to make editable documents from existing paper documents or image files. A number of algorithms are required ...
Design and prototypical implementation of a mobile healthcare application : health express
(BRAC University, 2015-12)
Bangladesh has made significant progress to achieve millennium development
goals on many frontiers. However the task is not finished yet and the country can
overhaul the service quality of its healthcare sector taking ...
Text to speech synthesis for Bangla language
(BRAC University, 2015)
In this paper, we present Text to Speech (TTS) synthesis system for the Bangla language. Here the system has been developed using phonology, G2P(Grapheme-to-Phoneme) conversion and prosodic information in the festival ...
Solving multiple sequence alignment problems using various evolutionary algorithm
(BRAC University, 2015-05)
Bioinformatics is an art and science conceptualized with the use of computational biology. This review paints a broader picture of bioinformatics, on how the sequences of DNA, RNA are organized in the right possible alignment ...
Community based energy efficient routing protocol for pocket switched networks
(BRAC University, 2015)
PSN (Pocket switched Network) is an emerging research magnet that has been attracting researchers. PSN mainly worked based on the human mobility patterns. In order to make better routing decision PSN consider social behaviors ...
Predicting epileptic seizure from Electroencephalography (EEG) using hilbert huang transformation and neural network
(BRAC University, 8/24/2015)
Epilepsy is the most common chronic disease which involves 1% of the population in the world. It is a neurological disorder characterized by irregular brain tissue activity causing seizure. For many patients mental stress ...
Learning a ranking function for information retrieval using HybridABC
(BRAC University, 2015-12)
In this paper we propose a ranking algorithm, HybridABC that is built on swarm based
algorithm. In our proposed HybridABC algorithm we merged Artificial Bee Colony (ABC)
algorithm with Differential Evolution (DE) algorithm. ...