Determining the aesthetic rating and weather of a location from Flickr photos and metadata
The goal of this work is to develop machine learning based solutions to predict aesthetic rating of a location and determine weather of from the available Flickr photos.
Tags: Flick, TripAdvisor, Decision Tree, Oversampling, Transfer Learning, VGG, InceptionV3, CNN
Accepted for publication in the proceedings of International conference on Intelligent User Interfaces (IUI 2018).
Continuous Maximum Visibility Query for a Moving Target
This research work was focused on developing an efficient method by applying state-of-the-art spatial database management technique to continuously find the query point from which a moving target is most visible.
Tags: R-tree, Spatial Database
Published in the proceedings of Australian Database Conference (ADC 2016).
An Ensemble Learning Based Approach for Impression Fraud Detection in Mobile Advertising
Supervised by: Prof. M. Sohel Rahman, Dr. Anindya Iqbal
In this work, a machine learning based solution was developed to be able to detect fraudulent impressions in mobile advertising.
Tags: Decision Tree, Ensemble Learning, WEKA
Manuscript is accepted for publication in Journal of Network and Computer Applications.
A Metaheuristics Apporach for Automated Test Case Generation with Network Coverage
Supervised by: Prof. M. Sohel Rahman
In this work, using genetic programming an algorithm was proposed that finds out test cases that not only best to a certain path but also simultaneously tries to find out all the paths in the control flow graph.
Tags: Genetic Programming
Analyzing risk of disease in various population using GWAS catalog and 1000 genome project
Supervised by: Dr. Atif Hasan Rahman
The findings of genome-wise association studies where incorporated with the genotype data of 1000 genome project to compute relative risk of a disease to occur in a citizen of a certain population.
Tags: GWAS, Naive Bayesian Inference