Browsing School of Engineering and Computer Science (SECS) by Title

Machine learning approach for ECG analysis and predicting different heart diseases

Tithi, Sushmita Roy; Aktar, Afifa; Aleem, Fahimul (BRAC University, 2018-12)

In the modern world, there have been some revolutionary advancement in the field of medical science and research and this is no different for electrocardiogram. Electrocardiogram (also abbreviated as ECG) illustrates the ...

Machine learning approach for face recognition from 3D models generated by multiple 2D angular images

Mahmud, Moinuddin; Mehzabin, Shegufta; Prova, Sabrina Jahan (Brac University, 2018-12)

We propose machine learning approach for face recognition from 3D models generated by multiple 2D angular images that recognizes faces from multiple angle of a 3D face model. Though, many works on identifying faces from ...

Machine learning approach for improving decision support in ICU

Siddiquee, Mohib Billah; Fuad, Mostofa Jamil; Azmain, Md. Fahim (BRAC University, 2018-07)

Patients in the intensive care unit (ICU) receive a deep observation for controlling and responding to their rapidly changing physiological conditions. The quality of their care depends on clinical staff combining large ...

A machine learning approach on classifying orthopedic patients based on their biomechanical features

Hasan, Kamrul; Islam, Safkat; Samio, Md. Mehfil Rashid Khan (BRAC University, 2018-04)

A person’s orthopedic health condition can be detected from his biomechanical features. Application of machine learning algorithms in medical science is not new. Different algorithms are applied to detect diseases and ...

A machine learning approach to credit default prediction and Individual credit scoring

Rahman, Md. Jaber; Ahmed, Hasib; Alam, A. N. M. Sajedul (BRAC University, 2018)

In our country the credit scoring system is not in practice yet so as for our undergrad thesis, we have taken upon the challenge of delivering a model well equipped with machine learning techniques to predict loan defaults. ...

A machine learning approach to detect depression and anxiety using supervised learning

Ullas, Md Tahmidur Rahman; Begom, Mariyam; Ahmed, Anamika; Sultana, Raihan (BRAC University, 2019-04)

Depression, a major depressive disorder and anxiety are common medical illness which cause several symptoms that a ect the way a person feels, thinks, and the way he/she acts. These disorders are not only hard to endure, ...

A machine learning approach to predict crime using time and location data

Shama, Nishat (BRAC University, 2017-04-18)

Recognizing the patterns of criminal activity of a place is paramount in order to prevent it. Law enforcement agencies can work effectively and respond faster if they have better knowledge about ...

A machine learning approach to predict movie box-office success

Quader, Nahid; Gani, MD. Osman (BRAC University, 2017)

Making a prediction of society’s reaction to a new product in the sense of popularity and adaption rate has become an emerging field of data analysis. The motion picture industry is a multi-billion dollar business. And ...

Machine learning as an indicator for breast cancer prediction

Shadman, Tahsin Mohammed; Akash, Fahim Shahriar; Ahmed, Mayaz (BRAC University, 2018-12)

Affecting roughly around 10 percent of the women across the globe in some stage of their lives,Breast Cancer has stood out to be one of the most feared and frequently occurring cancers at present among women[1]. While ...

Machine learning based data processing and latency reduction in the internet of things for agriculture

Rahman, Sajeed Ur; Dip, Leonard Michael Gomes; Shuddho, Manan Moin; Maheen, Kishwar (BRAC University, 2018-12)

The Internet of Things is best stated as a network of “things” that have the ability to generate and share information between themselves and interact with the environment according to the percepts from this environment. ...

Magic mirror using kinect

Anika Binte Habib; Asad, Adnan; Wasiq Bin Omar (BRAC University, 2014-12)

In this modern civilization, everyone is depended on technology and technological revolution has made our lives easier in every aspect. With the blessings of technologies, shopping is been brought into the clients palm ...

Magic wand :play magically in a scientific way

Nuzhat, Sabrina; Marzana Binte Amin; Sadia, Farhana Zainab; Rahman, Sakib (BRAC University, 2015)

We are working on an automated chess board which is hand free chess board. The type of our chess board is human verses human (H v H). In human vs. human, two players can play through a computer. Chess is a very famous and ...

Market basket analysis for improving the effectiveness of marketing and sales using Apriori, FP Growth and Eclat Algorithm

Khan, Mohammod Akib; Solaiman, Kazi Mohammad; Pritom, Touhid Hossain (BRAC Univeristy, 2017-08-21)

Data mining approach with the help of best frequent pattern extracting algorithm can have a big impact in the field of marketing and sales. Frequent pattern mining is a widely researched field in data mining because of its ...