Recent Submissions

  • Application of Machine Learning Algorithms to Identify Recombination Spots 

    Ahmed, Sajid; Hassan, Mehedi; Ahmed, Bulbul; Ferdous, Jannatul (2019-09-24)
    Meiotic recombination is a mechanism by which a cell promotes correct segregation of homologous chromosomes and repair of DNA damages. But it does not occur randomly across the whole genome. Relatively high frequencies ...
  • Solving Multi-Class Classification Tasks with Classifier Ensemble based on Clustering 

    Haque, Mohammad Rafiul; Saud, Alam Al; Annajiat Yasmin, Bipasha; Hossain, Sabbir (2019-09-07)
    Ensemble learning is very popular for few decades for solving classification problems, because it generates and combines a diversity of classifiers using the same learning algorithm for the base-classifiers. In this paper ...
  • Machine Learning for Mining Big Data: A Review 

    Masroor Fattah Bin, Hossain; Abdur Rahman, Mamun; Monika Akter, Mishu (2018-11-20)
    Development of Big Data is virtually transforming our lifestyle. It is also ac- celerating industrial growth through process optimization, insight discovery and improved decision making. The massive scale of big data exceeds ...
  • Solving Fragment Assembly Problem using hybrid 2-Stage Algorithm 

    Mohammad, Aziz; Al-Hasan, Md.; Rahman, Md. Arifur; Hossain, Md. Shakhaeat (2019-07)
    Deoxyribonucleic acid (DNA) is the carrier of the hereditary characteristics of an organism. It also holds promise for predicting fatal diseases. These predictions are essential as they enable prevention rather than cure. ...
  • Monitoring System for ICU Patient with Heart Disease 

    Amin, Nasirul; rahman, abdur; afrin, sadia; kamal, nushrat (2019-05)
  • Soil Evaluation for Crops Cultivation 

    Shawon, Asif Khan; Faysal, Arif; Hossain, Md. Shahadat; Chowdhury, Md. Tahmid (United International University, 2019-06-29)
    Our thesis has focused on cultivation of 55(fifty five) crops in 2(two) districts of Bangladesh. The classification of crop was based on the elements of soil and some other soil states. Classification algorithms we used ...
  • Network Intrusion Classification with Feature Reduction 

    Munir, Md. Sirazul; Alam, Md. Shamsul; Jahan, Irin; Ferdaous, Jannatul (2019-05-29)
    Nowadays, in data technology, data preservation has become a good issue. Computers and completely different security breaches are incessantly attacked by security threats. There are completely different malicious network ...
  • Active Learning with Clustering for Mining Big Data 

    Ibrahim, Md.; Masud, Salman; Rabby, Reza E (2019-05-28)
    Big data mining is become a key research issue nowadays. It's costly and also time-consuming to extract knowledge from big data. Big data is so big, it contains millions of data points that's why it's very difficult to ...
  • Scalable Decision Tree Induction For Mining Big Data 

    Sabah, Shabnam; Anwar, Sara Zumerrah Binte; Afroze, Sadia; Sarker, Snigdha (2019-05-22)
    Big data mining is one of the major challenging research issues in the field of machine learning for data mining applications in this present digital era. Big data consists of 3V's: (1) volume - massive amount of data/ ...
  • Correlation Based Feature Selection with Clustering for Multi-Class Classification Tasks 

    Alam, Tanvir; Mahfuz, Moumita; Akter, Papiya (2019-05-20)
    In recent times high dimensional data is increasing rapidly. Reduce the dimensionality has become popular by feature selection process. So many scientists prefer to use correlation base feature selection method for grouping ...
  • Smart Doctor: An Intelligent App for Medical Advice and Digital Health Record 

    Parvez, Rana MD Shahriare; Choyon, Alif; Hasanuzzaman, Md.; Rahman, Ashiqur (2019-03-31)
    The article on implementing “Smart Doctor: An Intelligent App for Medical Advice and Digital Health Record” is very diverse. This research describes two part of the medical support system. One is the smart bot, which ...
  • Smart Doctor: An Intelligent App for Medical Advice and Digital Health Record 

    Parvez, Rana MD Shahriare; Choyon, Alif; Hasanuzzaman, Md.; Rahman, Ashiqur (2019-01-31)
    Over the past decade, the rapid advancement in information and communication technology has experienced a tremendous change in the health care sector. Especially, most of the developed country has already been experiencing ...
  • Sentimental Analysis 

    Banik, Dolon; Naznin, Shifat; Emran, Md. Abdullah Al; Srabony, Durre Shahriar (United International University, 2019-04-27)
    The web has opened the new entryways for information exchange. The development of internet-based life has expanded step by step that makes remarkable open doors for natives to freely raise their opinion. But it has genuine ...
  • Travelersofbd: An Online Travelers Platform 

    Ratul, Atik Shahriar; Ahmed, Shahrin; Gisan, Farzana (2019-01-28)
    Online Tourism is the exhortation about tourism both Web and mobile technologies. Online tourism, digital tourism, e-tourism what has a gigantic impact on how tourism is driven. Majority amount of online tourism and most ...
  • DeepDBP:A Novel Prediction Method for Identification of DNA-binding Protein Using Deep Neural Networks 

    Neezi, Nazia Afrin; Shadab, Shadman; Khan, Md. Tawab Alam (2019-03)
    DNA-Binding proteins are associated with many cellular level functions which includes but not limited to body’s defense mechanism and oxygen transportation. They bind DNAs and interact with them. In the past DBPs were ...
  • A Hybrid Approach for Feature Subset Selection to Classify High-Dimensional Data 

    Akter, Sanzida; Pritom, Hasib Rashid; Reza, Antara Anika; Suvo, Rakib Hasan (2019-03-27)
    In this modern era, we need to deal with large dimension of data set every day. Be it on social media, business, medicine or gene expression there are thousands of millions data to be processed everyday. So dealing with ...
  • CDIP Students Training & Performance Tracking System 

    Sakib, Najmus; Rakin, Mazed Minahi Khan; Saleh, Abdellah Ahmed; Nilu, Nilima Akter (2019-01-28)
    Due to advancement of telecommunication and telephone industry, world has become more dependent on smart phones and user friendly ‘app’ based utilization. People are more inclined towards easily installable, adoptable, ...
  • Travelersofbd: An Online Travelers Platform 

    Ratul, Atik Shahriar; Ahmed, Shahrin; Gisan, Farzana (2019-01-28)
    Online Tourism is the exhortation about tourism both Web and mobile technologies. Online tourism, digital tourism, e-tourism what has a gigantic impact on how tourism is driven. Majority amount of online tourism and most ...
  • Protein Structural Class and Ligand Binding Prediction Using Image Based Feature 

    Ahmed, Al Amin Neaz; Sadique, Nafees; Islam, Md Tajul; Pervage, Md. Nawshad (2019-03-15)
    Proteins are the building blocks of all cells in both human and all our living creatures of the world. Most of the work in the living organism is performed by Proteins. Proteins are polymers of amino acid monomers which ...
  • Optimal Route and Transport Finder for Dhaka City 

    Islam, Tawfiqul; Hossain, Md. Naym; Hossain, Md. Arman (2019-03-15)
    In this thesis, we are going to present an application regarding public transport information and optimal route planning for Dhaka city public transport in this thesis paper. We have developed this application on Web Based ...

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