Recent Submissions

  • Classi cation of magnetic configurations using machine learning algorithms 

    Bokul, Saffat; Abdus Shukur, Samiha Sabrin Md; Ahmed, Saquib (Brac University, 2019-08)
    Machine learning is used to carry out e cient studies and analyses in the eld of condensed matter physics. We propose comprehensive machine learning approaches that would classify between magnetic structures. We propose ...
  • Stock price prediction using time series data 

    Mazed, Mashtura (Brac University, 2019-08)
    Researchers has taken a lot of years to make algorithms fast and accurate enough to make stock price predictions accurately. Investors are looking for smarter techniques to forecast stock prices for investments and this ...
  • Early detection of chronic kidney disease using machine learning 

    Abrar, Tahmid; Tasnim, Samiha; Hossain, Md. Mehrab (Brac University, 2019-09)
    Chronic kidney disease (CKD) is a global prevalent ailment that causes lives in a predominant number. CKD is the 11th most deadly cause of global mortality with 1.2 million death each year and according to kidney Foundation ...
  • Implementing temporally coherent clustering on student activity to predict exam performance & optimizing the learning pathway through markov chain analysis 

    Anough, Ahmed Saquif Alam; Hossain, Md. Tahmid; Karim, Kazi Ruzlan; Faruk, Umar (Brac University, 2019-08)
    Recognizing a growing need to accommodate students of varied backgrounds and account for individual di erences in learning curves, this paper re ects on our work to implement a Temporally Coherent Clustering approach ...
  • Road sign detection and translation in Bangla using image processing and machine learning 

    Islam, Khalid Amirul; Mubin, Nadia Farha; Zaman, Saima (Brac University, 2019-08)
    For the drivers while driving, road signs play very important role but it is really challenging for the drivers' if they are not at home with the meanings of the signs. Driving is a process which is complex, continuous, ...
  • Analysis on face recognition based on five different viewpoint of face images using MTCNN and FaceNet 

    Al-imran; Shams, Baniamin; Nasim, Faysal Islam (Brac University, 2019-08)
    Despite signi cant recent achievements in the eld of face recognition, implementing proper face recognition system by training enough data is still a problem because not everyone has enough photos that we can use to ...
  • Fault detection in waste water treatment plant using statistical analysis & machine learning 

    Haque, Md. Ezazul; Islam, Md. Mazed Ul; Rahat, Noor A Elahi; Amin, Md. Mahmudul (Brac University, 2019-12)
    A suitable model needs to be developed for detecting fault of wastewater treatment plant in order to monitor, predict plant performance and for reducing environment pollutions. Main objective of this study is to introduce ...
  • Identifying the best metrics to find the best quality clusters of genes from gene expression data 

    Choudhury, Joydhriti; Roshni, Tanzima Rahman; Chowdhury, Md. Tawhidul Islam; Rayon, Raihanoor Reza (Brac University, 2019-04)
    Microarray data is used to create groups of similar genes based on their phenotypic attributes. Information extracted from these groups of gene can be applied to path- way analysis, disease predictions, target identification ...
  • Classi fication of motor imagery tasks based on BCI paradigm 

    Hossain, Nahid; Hasan, Bhuiyan Itmam; Mohona, Mahfuza Humayra; Noshin, Kantat Rehnuma (Brac University, 2019-09)
    Motor imagery tasks are mental processes by which individual practices a set of actions in their mind without actually performing the physical movements. Research in the motor imagery tasks allow us to acquire critical ...
  • Emotion recognition using EEG signal and deep learning approach 

    Islam, Sayedi Hassan Bin; Mehdi, Md. Quamar; Rohan, Bhuiyan Yash; Mahmood, Syed Atif Imtiaz (Brac University, 2019-08)
    Emotion is a mental state, which originates in the brain and is closely related to the nervous system. Emotion can be defined as a feeling expressed through, or detectable by voice intonation, facial expression body ...
  • Market sales prospecting by analyzing customer buying pattern using machine learning 

    Ahmed, Tanjil; Rahman, Salman; Routh, Niloy; Nirob, Eftakhar Alam (Brac University, 2019-08)
    For improving business, the organization needs to analyze the buying pattern of their customer to keep track of all products that are being sold the most so that they could keep the stocks of those products and remove ...
  • Investigation assistant with suspect anticipating intelligence 

    Abdullah, Saqueeb; Nibir, Farah Idid; Salam, Suraiya; Dey, Akash (Brac University, 2019-08)
    Truly settling crimes have been the privilege of the criminal justice and law enforcement specialists. With the expansion of the utilization of the computerized system to track violations and follow culprits, computer ...
  • Development of IoT based network for monitoring appliances 

    Haque, S M Azmi; Debnath, Suvro; Saha, Deboky; Ahmed, Wasee (Brac University, 2019-08)
    The whole world these days are widely dependent on industries to sustain the necessities of the seven billion people that inhabit the planet and all the industries want to become automated to achieve maximum efficiency. A ...
  • EEG signals analysis for motor imagery brain computer interface 

    Rahman, La z Maruf; Alam, Zawad; Rahman, Md. Musta-E-Nur (Brac University, 2019-08)
    A brain{computer interface is a medium for communication which converts neuronal signals into commands towards controlling external system. This thesis presented the process of classifying three motor imagery tasks using ...
  • Investigation and performance analysis of Nanoscale communication network for biomedical application 

    Liza, Farhana Ahmed; Hasan, Mahmudul; Islam, Nusrat; Paul, Tanmoy (Brac University, 2019-08)
    Biomedical application consists of the transmission of information inside the human body using nanoscale communication network. This transmission is affected by a number of factors. In this thesis, our goal was to investigate ...
  • Anomaly detection In IoT using machine learning algorithms 

    Arko, Aritro Roy; Khan, Saadat Hasan; Preety, A a Anjum; Biswas, Mehrab Hossain (Brac University, 2019-08)
    Internet of Things (IoT) is growing as one of the fastest developing technologies around the world. With IPv6 settling down, people have a lot of addressing spaces left that even allows sensors to communicate with each ...
  • Human recognition using wireless router signal 

    Chowdhury, S. M. A. Muksit; Shawon, Hasinur Are n; Patwary, Tanvir Wazy Ullah; Rahman, Rukshanda (Brac University, 2019-08)
    Human identi cation technology can revolutionize numerous sectors in human life and a large number of methods already exist to identify humans such as voice recognition, ngerprint identi cation, face recognition and so ...
  • Bangla speech recognition using 1D CNN and LSTM with different dimension reduction techniques 

    Nirjhor, S M Mahsanul Islam; Chowdhury, Mohammad Abidur Rahman; Sabab, Md. Nazmus (Brac University, 2019-08)
    In the area of machine learning, speech recognition was always a hot topic but as world's 8th most widely spoken language Bangla hasn't got the focus as much as she deserved. This research will be on speech recognition ...
  • IoT based smart home automation and energy management 

    Saha, Subroto; Ishraque, Hasin; Islam, Md. Tawfat-ul; Rahman, Md. Arifur (Brac University, 2019-08)
    Internet of Things (IoT) is the network of interconnected devices, digital machines, vehicles, home appliances and other objects embedded with sensors, software, switches and connectivity which enable these things to connect ...
  • Outdoor performance study of Poly and Mono Crystalline Photovoltaic Modules under varying environmental conditions 

    Tanjil, Md. Abu Syed; Haque, Md. Mojakkirul; Saad, Injamamul Huda (Brac University, 2019-08)
    This study investigates the environmental impact on poly Si and mono Si Photovoltaic module in outdoor condition from the month of May to June 2019 in Dhaka, Bangladesh. Two solar modules with the same characteristics have ...

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