A Deep Learning Method to Impute Missing Values and Compress Genome-wide Polymorphisms for Predicting Phenotype of Rice
Tanzila Islam , C. Kim, H. Shimono, A. Kimura and H. Iwata "ConvCGP: A Convolutional Neural Network to Predict Genotypic Values of Rice Traits from Compressed Genome-Wide Polymorphisms", doi: 10.1101/2024.11.20.624609
Rie Maskawa, Hideki Takayasu, Tanzila Islam, Lena Takayasu, Rina Kurokawa, Hiroaki Masuoka, Wataru Suda, Misako Takayasu, "Comprehensive non-black box classification of highly correlated ecological time series pairs containing many zeros: the case of gut microbiome of mice", doi: 10.1101/2024.03.15.585153
Tanzila Islam , C. Kim, H. Iwata, H. Shimono and A. Kimura, "DeepCGP: A Deep Learning Method to Compress Genome-wide Polymorphisms for Predicting Phenotype of Rice" in IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol. , no. 01, pp. 1-12, 5555. doi: 10.1109/TCBB.2022.3231466
Dipto, I. , Rahman, M. ,Tanzila Islam , and Rahman, H., "Prediction of Accident Severity Using Artificial Neural Network: A Comparison of Analytical Capabilities between Python and R", August 2020, Journal of Data Analysis and Information Processing, 8, 134-157.
Dipto, I. ,Tanzila Islam , Rahman, H. and Rahman, M., "Comparison of Different Machine Learning Algorithms for the Prediction of Coronary Artery Disease", April 2020, Journal of Data Analysis and Information Processing, 8, 41-68.
Iftakhar Hossain, Tanzila Islam, Mohammad Raihan Ruhin, "Detecting Human Mood from Physiological Signal and Data Usage", December 2018, Journal of Computer and Communications, Vol No. 6, Issue No. 12, PP. 15-33
Tanzila Islam, Md Ezharul Islam, Mohammad Raihan Ruhin, "An Analysis of Foraging and Echolocation Behavior of Swarm Intelligence Algorithms in Optimization: ACO, BCO and BA", International Journal of Intelligence Science, 2018, Vol No. 8, Issue No. 1, PP. 1-27
Tanzila Islam, Zunayed Shahriar, Mohammad Anower Perves, Monirul Hasan, "University Timetable Generator using Tabu Search", 2016, Journal of Computer and Communications, Vol No. 4, Issue No. 16, PP. 28-37
Tanzila Islam, R. Maskawa, Y. Yoshikawa, M. Arakawa, H. Takayasu, R. Kurokawa, H. Masuoka, L. Takayasu, W. Suda, M. Takayasu, "Observation of Circadian Dynamics in the Mouse Gut Microbiome through High-resolution Time-series Analysis", 日本物理学会 第80回年次大会, 広島大学（広島キャンパス）, Sep 16-Sep 19, 2025
Masukawa Rie, Tanzila Islam, Takayasu Hideki, Yoshikawa Yu, Arakawa Musashi, Kurokawa Rina, Masuoka Hiroaki, Takayasu Lena, Suda Wataru, Takayasu Misako, "マウス腸内細菌叢の高頻度時系列データによる概日周期の解析", 日本物理学会 第80回年次大会, 広島大学（広島キャンパス）, Sep 16-Sep 19, 2025
Tanzila Islam, R. Maskawa, Y. Yoshikawa, M. Arakawa, H. Takayasu, R. Kurokawa, H. Masuoka, L. Takayasu, W. Suda, M. Takayasu, "High-resolution Time Series Analysis of Circadian Dynamics in the mouse gut microbiome", The 38th Japanese Society of Microbial Ecology (JSME) Annual conference, Tokyo, Japan, Sep 7-Sep 10, 2025
Rie Masukawa, Rina Kurokawa, Hideki Takayasu, Islam Tanzila, Yu Yoshikawa, Musashi Arakawa, Hiroaki Masuoka, Lena Takayasu, Wataru Suda, Misako Takayasu, "高頻度時系列データを用いたマウス腸内細菌叢における概日変動の解析", The 38th Japanese Society of Microbial Ecology (JSME) Annual conference, Tokyo, Japan, Sep 7-Sep 10, 2025
Rina Kurokawa, Rie Masukawa, Hiroaki Masuoka, Yu Yoshikawa, Hideki Takayasu, Tanzila Islam, Musashi Arakawa, Lena Takayasu, Misako Takayasu, Wataru Suda, "自動糞便採取装置を用いたマウス腸内細菌叢の高頻度時系列解析", The 38th Japanese Society of Microbial Ecology (JSME) Annual conference, Tokyo, Japan, Sep 7-Sep 10, 2025
Yu Yoshikawa, Rie Masukawa, Tanzila Islam, Musashi Arakawa, Hideki Takayasu, Hiroaki Masuoka, Rina Kurokawa, Reina Takayasu, Wataru Suda, Misako Takayasu, "マウスの腸内細菌叢⾼頻度時系列を⽤いた⾮定常時系列の相関解析", The 38th Japanese Society of Microbial Ecology (JSME) Annual conference, Tokyo, Japan, Sep 7-Sep 10, 2025
Musashi Arakawa, Hideki Takayasu, Tanzila Islam, Yu Yoshikawa, Rie Masukawa, Lena Takayasu, Rina Kurokawa, Hiroaki Masuoka, Wataru Suda, Misako Takayasu, "自マウスの腸内細菌叢における潜在種数の推定", The 38th Japanese Society of Microbial Ecology (JSME) Annual conference, Tokyo, Japan, Sep 7-Sep 10, 2025
Hideki Takayasu, Rie Maskawa, Tanzila Islam, Yu Yoshikawa, Lena Takayasu, Rina Kurokawa, Hiroaki Masuoka, Wataru Suda, Misako Takayasu, "Estimation of coexisting or exclusive interactions from Population dynamics of gut microbiome of mice", Fourth International Summer Institute on Network Physiology ISINP, Lake Como School of Advanced Studies, Italy, 27 July - 1 August, 2025
Rie Maskawa, Hideki Takayasu, Lena Takayasu, Rina Kurokawa, Hiroaki Masuoka, Tanzila Islam, Yu Yoshikawa, Wataru Suda, Misako Takayasu, "High-resolution temporal dynamics of diurnal fluctuations in the mouse gut microbiome", Joint Conference of Asian Conference on Mathematical Biology and Annual Meeting of Japanese Society for Mathematical Biology (ACMB-JSMB2025), Kyoto, Japan, Jul 7-Jul 11, 2025
Rina Kurokawa, Hiroaki Masuoka, Lena Takayasu, Rie Maskawa, Yu Yoshikawa, Hideki Takayasu, Tanzila Islam, Misako Takayasu, Wataru Suda, "マウス糞便自動採取装置開発による腸内微生物叢の時系列動態解明の試み", The 72nd Annual Meeting of the Japanese Association for Laboratory Animal Science (第72回日本実験動物学会総会), Nagoya, Japan, May 21- May 23, 2025
Hiroaki Masuoka, Rina Kurokawa, Ben J.E. Raveney, Daiki Takewaki, Reina Takayasu, Rie Masukawa, Yu Yoshikawa, Tanzila Islam, Hideki Takayasu, Misako Takayasu, Wataru Suda, "詳細時系列解析を用いた疾患発症に応答する腸内細菌叢変動パターンの検出", The 72nd Annual Meeting of the Japanese Association for Laboratory Animal Science (第72回日本実験動物学会総会), Nagoya, Japan, May 21- May 23, 2025
Hiroaki Masuoka, Rina Kurokawa, Ben JE Raveney, Daiki Takewaki, Lena Takayasu, Rie Maskawa, Yu Yoshikawa, Tanzila Islam, Hideki Takayasu, Misako Takayasu, Wataru Suda, "Time-series analysis of gut microbiome in EAE model mouse provides a new perspective", The 47th Annual Meeting of the Molecular Biology Society of Japan, Fukuoka, Japan, Nov 26-Nov 29, 2024
Tanzila Islam, Kim, C., Iwata, H., Shimono, H., Kimura, A., Zaw, H., Raghavan, C., Leung, H. and Singh, R., "A Deep Learning Method to Impute Missing Values and Compress Genome-wide Polymorphism Data in Rice", Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2021) - Volume 3: BIOINFORMATICS, pages 101-109 [Best Poster Award]
Tanzila Islam, Mohammad Raihan Ruhin, Chyon Hae Kim, "GPS Based Smartphone Application: Real Time Bus Tracking System for Educational Institutions", Proceedings of GSRD International Conference, Tokyo, Japan, 06th-07th February, 2019
Jahangirnagar University students can get the live location of the bus through this application. It will help the students to get prepared for the campus bus accordingly and save few minutes. Bus lists are sorted by their last update time for user convenience. This can be used by teachers too by tracking teacher buses. Data is updated every 5 seconds.
Tool Used: Android Studio; Language Used: Java, MySQL
This is an online virtual blood bank. Anyone can easily find blood donor of any blood group in his/her location or community by using this Digital Blood Bank (DBB) database website or android mobile Apps. If anyone need emergency bloods for a specific group, just made a search on Digital Blood Bank(DBB) database by putting Blood Group name (e.g. O+) and community name (e.g. ABC, Dhaka) what you want.
Tool Used: Android Studio; Language Used: Java, MySQL
Paragraph & Story Writing
This is an android based application by using volley library which is Specially designed for kids. The app contains most common paragraphs & stories.
Tool Used: Android Studio; Language Used: Java, MySQL
This is an android based application by using Retrofit library. The app contains New Release, Toprated and Upcoming movie lists.
Tool Used: Android Studio; Language Used: Java, MySQL
This is an android based application by using volley library where user can do virtual transaction any time anywhere in minimum amount of time. Tool Used: Android Studio; Language Used: Java, MySQL
Employees Location Finder
This is an android based application which can help the CEO of a company to know the location of his employee. If user press a single button, his/her current location will be stored in company's database.
Tool Used: Android Studio; Language Used: Java, MySQL
A web based project mainly used to store national Id card information of a person like Name, Date of Birth, Image, Blood Group, Father's Name, Mother's Name, Voter id No., Age etc. User can search information by using national id no. or blood group or age or both of them.
Language Used: PHP, JavaScript, JQuery, AJAX and MySQL.
Edu-Smart - Education Management Information System
Edu-Smart is a tool that enhances communication between the students' parents and the school/teachers and provides transparency in academic progress reporting. Classroom learning can now be reinforced by remote access to related content, making the work of the school/ college administrators much easier. With its unique information technology services, Edu-Smart helps institutions manage the entire academic and administrative system better.
Language Used: PHP, JavaScript, JQuery, AJAX and MySQL.
The purpose of this system at an academic institution is to determine which students will be taking what courses within the university education system as well as for the administration to follow its track and keep its records up to date.
Language Used: PHP, JavaScript, JQuery, AJAX and MySQL.
Online Admission System
The purpose of this system at an academic institution is to help automate the admission procedure.
Language Used: PHP, JavaScript, JQuery, AJAX and MySQL.
Super Shop Management System
The purpose of this system is to record product details and customer details.
Language Used: Framework (CodeIgniter)
CV Management System
Math Tutor
Line Follower Robot
This a robot that can follow a path. The path can be visible like a black line on a white surface. View on Youtube
Blinking Bulb using Arduino
Seven Segment Display
Atmega328p driving a seven segment common cathode display. Seven segment A-G is connected to port 0-6 in order. View on Youtube