Sequence Alignment Using Machine Learning-Based Needleman–Wunsch Algorithm

Using Multiple-Sequence Alignment and Machine Learning Techniques to Improve Machine Translation

As Internet access spreads to all nations of the globe, it is becoming increasingly important to be able to access information in a language other than that in which it was written. A survey of the free machine translation (MT) systems available on the Internet yields unsatisfying results; MT systems simply have not been able to improve fast enough to satisfy the demand for reliable, accurate t...

Georeferencing Semi-Structured Place-Based Web Resources Using Machine Learning

In recent years, the shared content on the web has had significant growth. A great part of these information are publicly available in the form of semi-strunctured data. Moreover, a significant amount of these information are related to place. Such types of information refer to a location on the earth, however, they do not contain any explicit coordinates. In this research, we tried to georefer...

Behaviour Based Anomaly Detection for Smartphones Using Machine Learning Algorithm

Since the first handheld cellular phone was introduced in 1973, the mobile phones have evolved into immensely popular smartphones. These devices provide all-in-one expediency by integrating traditional mobile phones with handheld computing devices making them more open and general purpose. Smartphones have become hosts for sensitive or personal data and applications. However many smartphones ar...

Learning Structure using Alignment Based Learning

Dermoscopic Image Segmentation using Machine Learning Algorithm

Problem statement: Malignant melanoma is the most frequent type of skin cancer. Its incidence has been rapidly increasing over the last few decades. Medical image segmentation is the most essential and crucial process in order to facilitate the characterization and visualization of the structure of interest in medical images. Approach: This study explains the task of segmenting skin lesions in ...